Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-14<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-01-14<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JIA6D32JI237NZ\" class=\"app-title\">remio 2.0<\/a><\/p>\n<div class=\"one-liner\">Captures your work to build a searchable knowledge base<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">378<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>remio 2.0\u662f\u4e00\u6b3e\u672c\u5730\u4f18\u5148\u7684\u201c\u7b2c\u4e8c\u5927\u8111\u201d\u5e94\u7528\uff0c\u901a\u8fc7\u81ea\u52a8\u7d22\u5f15\u7528\u6237\u7684\u5168\u573a\u666f\u6570\u636e\uff08\u7f51\u9875\u3001\u672c\u5730\u6587\u4ef6\u3001\u901a\u8baf\u6d88\u606f\u7b49\uff09\uff0c\u5728\u4fe1\u606f\u8fc7\u8f7d\u548c\u788e\u7247\u5316\u7684\u5de5\u4f5c\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u77e5\u8bc6\u5de5\u4f5c\u8005\u9700\u8981\u624b\u52a8\u6574\u7406\u3001\u67e5\u627e\u4fe1\u606f\u7684\u75db\u70b9\uff0c\u5b9e\u73b0\u65e0\u9700\u7ef4\u62a4\u7684\u3001\u53ef\u5bf9\u8bdd\u5f0f\u68c0\u7d22\u7684\u4e2a\u4eba\u77e5\u8bc6\u5e93\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1387d0a-d843-46c0-bb72-99a07614b30a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/08dbd715-9b10-44cb-a196-31b5d93cdf22.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a06ed6c5-fa33-4a04-871d-4e9559705c2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bce5c1ba-9364-491a-b7e8-722b4d6a0fb6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/088c259b-7da6-4b7e-bb6f-d88452a4876c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/87b8d08c-01dc-4bab-ac59-76927939338c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19e2f535-1b92-4229-be95-ab5ee07d5b5a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0bbe650b-6fb2-4350-badb-9e3d25a4884f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e2a\u4eba\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7b2c\u4e8c\u5927\u8111<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u7d22\u5f15<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u68c0\u7d22<\/span><br \/>\n <span class=\"tag\">\u96f6\u7ef4\u62a4\u77e5\u8bc6\u5e93<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6574\u5408<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u9ad8\u5ea6\u8d5e\u8d4f\u5176\u201c\u672c\u5730\u4f18\u5148\u201d\u8bbe\u8ba1\u5e26\u6765\u7684\u9690\u79c1\u5b89\u5168\u548c\u6027\u80fd\u4f18\u52bf\uff0c\u7279\u522b\u662f\u672c\u5730\u8f6c\u5f55\u548c\u7d22\u5f15\u529f\u80fd\u3002\u6838\u5fc3\u53cd\u9988\u5305\u62ec\uff1a\u671f\u5f85\u66f4\u591a\u5de5\u5177\u96c6\u6210\uff08\u5982Tate-A-Tate\uff09\u3001\u8be2\u95ee\u5982\u4f55\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u5bfc\u5165\u4e0e\u5173\u8054\u3001\u5173\u6ce8\u4e91\u7aefAI\u4ea4\u4e92\u65f6\u7684\u9690\u79c1\u7ec6\u8282\uff08\u5982BYOK\uff09\uff0c\u4ee5\u53ca\u5efa\u8bae\u589e\u52a0\u201c\u4f18\u5148\u7ea7\u4e0a\u4e0b\u6587\u201d\u7b49\u7cbe\u7ec6\u5316\u63a7\u5236\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n remio 2.0\u7684\u91ce\u5fc3\u5e76\u975e\u518d\u9020\u4e00\u4e2a\u7b14\u8bb0\u5e94\u7528\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u6570\u5b57\u65f6\u4ee3\u7684\u201c\u9690\u6027\u77e5\u8bc6\u4e2d\u67a2\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u76f4\u51fb\u5f53\u524dAI\u5e94\u7528\u7684\u4e00\u4e2a\u6839\u672c\u77db\u76fe\uff1a\u5927\u6a21\u578b\u9700\u8981\u4e0a\u4e0b\u6587\u624d\u80fd\u7ed9\u51fa\u4f18\u8d28\u56de\u7b54\uff0c\u4f46\u7528\u6237\u5374\u88ab\u8feb\u6210\u4e3a\u5728\u4e0d\u540c\u5e94\u7528\u95f4\u590d\u5236\u7c98\u8d34\u7684\u201c\u6570\u636e\u642c\u8fd0\u5de5\u201d\u3002remio\u901a\u8fc7\u201c\u4e00\u6b21\u8fde\u63a5\uff0c\u81ea\u52a8\u7d22\u5f15\u201d\u7684\u96f6\u7ef4\u62a4\u6a21\u5f0f\uff0c\u627f\u8bfa\u6d88\u9664\u8fd9\u4e00\u6469\u64e6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4eae\u70b9\u90fd\u9690\u85cf\u5728\u201c\u672c\u5730\u4f18\u5148\u201d\u7684\u8bbe\u8ba1\u4e2d\u3002\u8fd9\u4e0d\u4ec5\u662f\u9690\u79c1\u5356\u70b9\uff0c\u66f4\u662f\u4e00\u79cd\u67b6\u6784\u54f2\u5b66\u3002\u5b83\u5c06\u7528\u6237\u6570\u636e\u7684\u6240\u6709\u6743\u548c\u5b89\u5168\u6027\u7f6e\u4e8e\u4e91\u7aef\u4fbf\u5229\u6027\u4e4b\u4e0a\uff0c\u8fce\u5408\u4e86\u65e5\u76ca\u589e\u957f\u7684\u4f01\u4e1a\u7ea7\u9690\u79c1\u9700\u6c42\u3002\u4f46\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4e91\u7aefAI\u4ea4\u4e92\u8def\u7531\u201d\u7684\u8d28\u7591\u4e5f\u66b4\u9732\u4e86\u5176\u6f5c\u5728\u8f6f\u808b\uff1a\u5728\u6df7\u5408\u67b6\u6784\u4e0b\uff0c\u5982\u4f55\u6e05\u6670\u754c\u5b9a\u5e76\u8ba9\u7528\u6237\u4fe1\u4efb\u672c\u5730\u4e0e\u4e91\u7aef\u7684\u8fb9\u754c\uff0c\u662f\u8d62\u5f97\u8c28\u614e\u7528\u6237\u7684\u5173\u952e\u3002\u5176\u901a\u8fc7OpenRouter\u7b49\u4ee3\u7406\u670d\u52a1\u7f13\u89e3\u9690\u79c1\u62c5\u5fe7\u7684\u65b9\u6848\uff0c\u5728\u4e13\u4e1a\u7528\u6237\u773c\u4e2d\u4ecd\u9700\u66f4\u900f\u660e\u7684\u6280\u672f\u9610\u91ca\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u7ade\u4e89\u89d2\u5ea6\u770b\uff0cremio\u907f\u5f00\u4e86\u4e0eNotion\/Obsidian\u5728\u7f16\u8f91\u548c\u7ec4\u7ec7\u529f\u80fd\u4e0a\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u805a\u7126\u4e8e\u201c\u4e8b\u540e\u68c0\u7d22\u201d\u4e0e\u201c\u8fde\u63a5\u6d1e\u5bdf\u201d\u3002\u5b83\u4e0d\u5173\u5fc3\u4f60\u5982\u4f55\u8bb0\u7b14\u8bb0\uff0c\u53ea\u5173\u5fc3\u5982\u4f55\u8ba9\u4f60\u77ac\u95f4\u627e\u5230\u4efb\u4f55\u8bb0\u5fc6\u788e\u7247\u5e76\u4ea7\u751f\u5173\u8054\u3002\u8fd9\u79cd\u5b9a\u4f4d\u5de7\u5999\uff0c\u4f46\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\uff1a\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7528\u6237\u5df2\u6709\u6570\u636e\u7684\u89c4\u6a21\u548c\u6df7\u4e71\u7a0b\u5ea6\uff0c\u5bf9\u4e8e\u4fe1\u606f\u7eaa\u5f8b\u4e25\u660e\u7684\u7528\u6237\uff0c\u5438\u5f15\u529b\u53ef\u80fd\u4e0d\u8db3\u3002\u6b64\u5916\uff0c\u201c\u96f6\u7ef4\u62a4\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u51cf\u5c11\u7528\u6237\u8d1f\u62c5\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u8ba9\u7528\u6237\u5bf9\u77e5\u8bc6\u5e93\u7684\u6784\u5efa\u8fc7\u7a0b\u5931\u53bb\u611f\u77e5\u548c\u63a7\u5236\uff0c\u5982\u4f55\u5e73\u8861\u81ea\u52a8\u5316\u4e0e\u7528\u6237\u7684\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u63a7\u6027\uff0c\u5c06\u662f\u5176\u4e0b\u4e00\u9636\u6bb5\u9700\u8981\u89e3\u7b54\u7684\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cremio 2.0\u662f\u4e00\u6b21\u6709\u4ef7\u503c\u7684\u8303\u5f0f\u63a2\u7d22\uff0c\u5b83\u8bd5\u56fe\u5c06AI\u4ece\u9700\u8981\u88ab\u201c\u5582\u517b\u201d\u7684\u5ba0\u7269\uff0c\u8f6c\u53d8\u4e3a\u80fd\u81ea\u4e3b\u201c\u89c5\u98df\u201d\u7684\u4f19\u4f34\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u5b9e\u73b0\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u5728\u9690\u79c1\u3001\u81ea\u52a8\u5316\u4e0e\u7528\u6237\u5fc3\u667a\u6a21\u578b\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">remio 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">remio 2.0 is designed to free you from being a manual data porter for AI. By syncing your full context, it builds a zero-effort Second Brain that understands your work as well as you do.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\udc4b I\u2019m Andrew. After 10+ years at NetEase and being a long-time power user of knowledge systems, I\u2019ve built remio to finally alleviate those second brain headaches we all face.<\/p>\n<\/p>\n<p>The reality? As knowledge workers, we are stuck copy-pasting context just to get a decent answer. We spend more time digging through scattered Slack threads, Google Docs, and local files than actually doing the work.<\/p>\n<\/p>\n<p>So we built a Second Brain to end those headaches for you:<\/p>\n<p><strong>1. Connect once:<\/strong> It automatically indexes your full context\u2014web history, local files, Slack messages, emails, meetings and more.<\/p>\n<p><strong>2. Maintenance-free:<\/strong> Forget manual tagging or organizing. Just ask remio to do the dirty work: find anything in seconds, generate your daily recap, or recall details you\u2019ve forgotten.<\/p>\n<p><strong>3. Local-first by design: <\/strong>No more vendor-lockin and cloud leaks. All the data stored locally on your device, also enjoy the 100% data security with BYOK.<\/p>\n<\/p>\n<p>Stop organizing, start chatting. Get tailored answers with your second brain today!<\/p>\n<p><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> Love the \u201clocal-first second brain\u201d approach \u2014 huge win for privacy-focused knowledge workers.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> 2. This feels like the missing layer between scattered tools and actually usable context \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> very cool Andrew. can you share which slm (my assumption) you’re using? how do you handle semantic chunking time & cost?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>When information starts to pile up, what I appreciate about <strong>remio<\/strong> is that it doesn\u2019t try to be louder or more complex.<\/p>\n<p>A lot of knowledge tools respond to overload by adding more structure, more automation, more \u201csmart\u201d features. remio feels like it\u2019s making a quieter choice \u2014 helping information stay usable instead of just better organized. From a user perspective, that difference really matters.<\/p>\n<p>As a first impression, it feels less like a productivity hack and more like a system designed to reduce mental clutter, which is refreshing in this category.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rexlian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rexlian<\/a> Really appreciate this. remio is intentionally designed to reduce mental clutter instead of adding more structure for you to maintain. If there\u2019s one moment where most tools start to feel \u201ctoo much\u201d for you, tell me what that looks like<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Locally processed transcription is perfect for my confidential client meetings. I get the notes I need without leaking any secrets to the cloud.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yehan_xiao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yehan_xiao<\/a> Appreciate this \u2014 local transcription is about <strong>privacy + cost<\/strong>: your meeting audio stays on-device, and you avoid recurring cloud transcription\/usage fees while still getting searchable notes. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love that the transcription and indexing happen locally without sending audio to the cloud. It\u2019s the only way I’d ever record a confidential meeting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zephyrlink_i\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zephyrlink_i<\/a> Thank you for recognizing this design choice; we are committed to keeping privacy and security as our top priorities.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting concept! <a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> Congrats on the launch, this looks like a thoughtful take on personal knowledge management, especially with the local-first approach, which seems great for privacy and performance.<\/p>\n<\/p>\n<p>I was wondering about how you balance local privacy guarantees vs. cloud\/AI functionality. For example:<\/p>\n<ul>\n<li>\n<p>I see that notes, highlights, and collections stay on the device unless the user chooses to sync \u2014 that\u2019s a strong privacy posture. But in practice, do users worry about <em>how \u201cAsk remio\u201d interactions are routed when they involve cloud models<\/em> (e.g., whether those temporary logs might expose sensitive context)?<\/p>\n<\/li>\n<li>\n<p>Also, for users who want bring-your-own-key (BYOK) setups, how does that affect privacy vs. usability trade-offs?<\/p>\n<\/li>\n<\/ul>\n<p>Curious to hear how you balance user expectations of privacy, local processing, and AI capabilities in real usage patterns!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> <a href=\"https:\/\/www.producthunt.com\/@amberjolie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amberjolie<\/a> Context is processed in the cloud, but remio runs through OpenRouter, which can\u2019t access your queries. You can use your own API key with your chosen provider for full privacy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seamlessly connecting my digital life and local files is a huge milestone. One-stop shop for all my scattered information\u2014well done, Andrew!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@seaniezhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@seaniezhao<\/a> Appreciate it \u2014 that \u201cone-stop shop\u201d feeling is the goal. We\u2019re building remio so your scattered info becomes instantly usable (without extra setup).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I’m building Dashform (AI form builder), and I often see users struggling to connect their collected survey data\/feedback with their internal knowledge base.<\/p>\n<p>A small question\uff0chow does remio handle structured data imports from external tools? Can the AI automatically find connections between incoming form responses and my existing static notes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Great to see such a wide variety of data sources supported at launch. You\u2019ve covered basically every way I generate or consume information.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I think what we need more is an assistant who can remember and do anything in work<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@oratis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oratis<\/a> Yes,sir!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m impressed by how fast the initial indexing process is, even for large folders. The remio engine is clearly optimized for performance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just upvoted! \ud83d\ude80 Huge congrats to Andrew <a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> and the remio team on the 2.0 launch. As someone drowning in siloed tabs\/files\/Slack threads, the \u201czero-effort Second Brain\u201d vision hits home! Love how it auto-indexes everything locally \u2014 no more cloud paranoia \ud83d\ude05. The \u201cfind anything in seconds\u201d promise? Game-changer for weekly recaps!<\/p>\n<\/p>\n<p>One tiny ask: could future versions add a \u201cpriority context\u201d toggle? Sometimes I want remio to focus only on recent project files vs. all-history. Might help keep answers extra sharp! Either way, stoked to try this. <\/p>\n<\/p>\n<p>Question for the team: do you plan to integrate with niche tools like Tate-A-Tate platform soon? \ud83d\udc40<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> <a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Been there before! That’s why be build remio\ud83e\udd23<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Re: <strong>Tate-A-Tate<\/strong> integration: not on day-one, but we\u2019re open to it. What\u2019s the most valuable workflow there you\u2019d want remio to support (search across, auto-capture, or weekly recap generation)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@rocsheh hey \ud83d\udc4b<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone already has Notion\/Obsidian + ChatGPT (or a tool like NotebookLM\/Rewind-style memory), what\u2019s the clearest situation where remio gives a meaningfully better outcome?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! \ud83d\ude80I\u2019m so tired of remembering where something was. This sure helps.<\/p>\n<\/p>\n<p>Quick question: when my stuff changes a lot (like new messages or updated docs), does remio keep up automatically or do I need to refresh things myself?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>When information overload drowns productivity, Remio is the perfect life raft. This AI-powered knowledge manager doesn\u2019t just store your notes\u2014it intelligently connects ideas, surfaces insights, and turns chaos into clarity. For tech-savvy users who crave focus over noise, Remio isn\u2019t just efficient; it\u2019s essential.<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The project context feature is a massive productivity booster for my daily workflow. It summarizes everything relevant so I can jump straight into the actual work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Seamlessly connecting my digital life and local files is a huge milestone. One-stop shop for all my scattered information\u2014well done, Andrew!<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The project context feature is a massive productivity booster for my daily workflow. It summarizes everything relevant so I can jump straight into the actual work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a total game changer for knowledge workers who manage high-velocity information. Having a personal encyclopedia built from my own data is a dream come true.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Locally processed transcription is perfect for my confidertial client meetings. I get the notes I need without leakingany secrets to the cloud.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sarahjiang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sarahjiang<\/a> Appreciate this \u2014 local transcription is about privacy + cost: your meeting audio stays on-device, and you avoid recurring cloud transcription\/usage fees while still getting searchable notes. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Stop searching through folders and start finding answers with remio 2.0! This launch marks a new era for personal productivity tools.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It provides uniquely accurate insights based on my specific project history. It\u2019s the most personalized AI experience I\u2019ve ever had.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harlan_at_timedomain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harlan_at_timedomain<\/a> I’m really glad it\u2019s delivering that level of accuracy and personalization for your project. We designed it specifically to learn from your unique context so the insights stay relevant and actionable. If there\u2019s a particular workflow or decision it\u2019s helped with, I\u2019d love to hear your feedback helps us make it even better.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>It\u2019s like having a personal ChatGPT that has actually read all my private documents. The tailored answers are much more useful than generic AI responses.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lisa_helicopter_l\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lisa_helicopter_l<\/a> Thanks so much for the kind words! That\u2019s exactly what we\u2019re aiming for, an AI assistant that can securely understand your own documents and give answers that are actually relevant to you, not generic. If there\u2019s any workflow you\u2019d like to make faster, tell us what you\u2019re working on and we\u2019ll help you get even more out of it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> <\/p>\n<p>I tend to pay close attention to any second-brain product. <\/p>\n<p>I\u2019ll give Remio a try and see if it can help with my scattered notes and the friction around retrieving and actually using them.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> Hey Andrew, Remio looks like a winner. It hits real pain points, in a space where most tools do very little if anything at all. I noticed though that even though the product solves real problems, its website doesn’t properly communicate that. I put together a quick audit, happy to send it over if you’re curious.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It\u2019s rare to find a tool that is both powerful and completely local-first by design. I feel much safer knowing my life’s work isn’t sitting on a third-party server.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What stood out to me is that remio doesn\u2019t feel like it\u2019s trying to ‘optimise’ me. It feels more like it\u2019s protecting focus. That\u2019s rare in this category.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice!! great product idea, can it connect to code bases as well?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have been testing this for some time, and while it still has some rough edges, for the most part, it works well. The developers are very responsive on Discord. This is a very promising application that I highly recommend you check out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Question: What data are you storing locally in GTE embedding? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this feels like a genuinely useful take on a personal ChatGPT. any plans to support more integrations or custom data sources?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LGOGT2N5GM2L6L\" class=\"app-title\">Vellum<\/a><\/p>\n<div class=\"one-liner\">Build AI agents using plain English to do your boring tasks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">353<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vellum\u662f\u4e00\u6b3e\u65e0\u4ee3\u7801AI\u667a\u80fd\u4f53\u6784\u5efa\u5e73\u53f0\uff0c\u7528\u6237\u7528\u901a\u4fd7\u82f1\u8bed\u63cf\u8ff0\u4efb\u52a1\u5373\u53ef\u521b\u5efa\u81ea\u52a8\u5316\u667a\u80fd\u4f53\uff0c\u89e3\u51b3\u4e86\u975e\u6280\u672f\u56e2\u961f\u5728\u590d\u6742\u3001\u6613\u53d8\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u96be\u4ee5\u5b9e\u73b0\u53ef\u9760\u3001\u53ef\u63a7AI\u81ea\u52a8\u5316\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4d0733d4-c752-4f23-869f-bf3ec81ffb35.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cb0a6c2a-9b5e-4678-a3ea-781e0a93a6b1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/df92ad91-f458-460f-aef7-469b39dabf70.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/442c47f6-447b-464f-8579-2715e0b170d2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/5a8c0edb-38e7-407f-b67a-19809e1de9b1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/72TU43fauo4\"><source src=\"https:\/\/youtu.be\/72TU43fauo4\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u975e\u6280\u672f\u7528\u6237<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u964d\u4f4eAI\u667a\u80fd\u4f53\u4f7f\u7528\u95e8\u69db\uff0c\u4e3a\u975e\u6280\u672f\u56e2\u961f\u5e26\u6765\u4fbf\u5229\uff0c\u843d\u5730\u6848\u4f8b\uff08\u5982SEO\u3001\u5185\u5bb9\u751f\u6210\uff09\u5f15\u53d1\u5171\u9e23\u3002\u4e3b\u8981\u5173\u6ce8\u70b9\u5728\u4e8e\uff1a\u4e0e\u73b0\u6709\u81ea\u52a8\u5316\u5de5\u5177\u7684\u6838\u5fc3\u5dee\u5f02\u3001\u5982\u4f55\u5904\u7406\u5f02\u5e38\u548c\u6d41\u7a0b\u53d8\u66f4\u3001\u6a21\u677f\u5e93\u7684\u4e30\u5bcc\u6027\uff0c\u4ee5\u53ca\u529f\u80fd\u5982\u4f55\u5efa\u7acb\u7528\u6237\u4fe1\u4efb\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Vellum\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u9879\u6280\u672f\u7a81\u7834\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u5e02\u573a\u5361\u4f4d\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u5173\u952e\u77db\u76fe\uff1aAI\u667a\u80fd\u4f53\u7684\u80fd\u529b\u5df2\u5f97\u5230\u9a8c\u8bc1\uff0c\u4f46\u5176\u5e94\u7528\u4ecd\u9ad8\u5ea6\u96c6\u4e2d\u5728\u5de5\u7a0b\u5e08\u7fa4\u4f53\u3002\u4ea7\u54c1\u901a\u8fc7\u201c\u901a\u4fd7\u82f1\u8bed\u63cf\u8ff0\u201d\u4f5c\u4e3a\u4ea4\u4e92\u6838\u5fc3\uff0c\u5b9e\u8d28\u662f\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5c42\u6b21\u7684\u201c\u610f\u56fe\u7f16\u8bd1\u5668\u201d\uff0c\u5c06\u975e\u7ed3\u6784\u5316\u9700\u6c42\u7ffb\u8bd1\u4e3a\u53ef\u6267\u884c\u7684\u5de5\u4f5c\u6d41\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5e95\u5c42AI\u6280\u672f\u7684\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u53ef\u89c2\u6d4b\u6027\u201d\u548c\u201c\u53ef\u63a7\u6027\u201d\u7684\u5de5\u7a0b\u5316\u5c01\u88c5\u2014\u2014\u9884\u89c8\u6b65\u9aa4\u3001\u5ba1\u67e5\u5386\u53f2\u8fd0\u884c\u8bb0\u5f55\uff0c\u8fd9\u4e9b\u529f\u80fd\u76f4\u6307\u5f53\u524dAI\u81ea\u52a8\u5316\u843d\u5730\u4e2d\u7684\u6700\u5927\u969c\u788d\uff1a\u4fe1\u4efb\u7f3a\u5931\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u201c\u901a\u4fd7\u82f1\u8bed\u201d\u5728\u63cf\u8ff0\u590d\u6742\u3001\u591a\u6761\u4ef6\u5224\u65ad\u7684\u4e1a\u52a1\u903b\u8f91\u65f6\uff0c\u53ef\u80fd\u9762\u4e34\u6b67\u4e49\u548c\u6548\u7387\u74f6\u9888\uff0c\u8fd9\u6216\u5c06\u628a\u590d\u6742\u5ea6\u4ece\u201c\u7f16\u5199\u4ee3\u7801\u201d\u8f6c\u79fb\u5230\u201c\u64b0\u5199\u7cbe\u786e\u65e0\u8bef\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u201d\u4e0a\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4e0eN8N\u7b49\u73b0\u6709\u5de5\u5177\u5dee\u5f02\u7684\u7591\u95ee\uff0c\u70b9\u51fa\u4e86\u5176\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\uff1a\u5b83\u7a76\u7adf\u662f\u66ff\u4ee3\u4e86\u4f20\u7edf\u5de5\u4f5c\u6d41\u5de5\u5177\uff0c\u8fd8\u662f\u4ec5\u4ec5\u4e3a\u5176\u589e\u52a0\u4e86\u4e00\u4e2aAI\u524d\u7aef\uff1f\u5176\u957f\u671f\u58c1\u5792\u53ef\u80fd\u4e0d\u5728\u4e8e\u6784\u5efa\u667a\u80fd\u4f53\u7684\u7b80\u6613\u6027\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5f62\u6210\u4e00\u4e2a\u7a33\u5b9a\u3001\u53ef\u65e0\u7f1d\u96c6\u6210\u4e14\u80fd\u5e94\u5bf9\u8fb9\u7f18\u6848\u4f8b\u7684\u667a\u80fd\u4f53\u8fd0\u884c\u65f6\u73af\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cVellum\u4ee3\u8868\u4e86AI\u5e94\u7528\u5c42\u7684\u4e00\u4e2a\u660e\u786e\u8d8b\u52bf\uff1a\u4ece\u63d0\u4f9b\u80fd\u529b\uff08API\uff09\u8f6c\u5411\u63d0\u4f9b\u786e\u5b9a\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u7075\u6d3b\u6027\u201d\u4e0e\u201c\u53ef\u9760\u6027\u201d\u3001\u201c\u7b80\u6613\u6027\u201d\u4e0e\u201c\u5904\u7406\u590d\u6742\u903b\u8f91\u80fd\u529b\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u4ece\u800c\u771f\u6b63\u6210\u4e3a\u975e\u6280\u672f\u7528\u6237\u624b\u4e2d\u201c\u53ef\u4fe1\u4efb\u7684\u81ea\u52a8\u5316\u526f\u9a7e\u9a76\u201d\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u6619\u82b1\u4e00\u73b0\u7684\u73a9\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Vellum<\/span>\n <\/div>\n<div class=\"comment-content\">Build AI agents by describing your task in plain English. Vellum turns it into a working agent you can run on a schedule, trigger via API, or use through a UI. No code, no setup; just automation you understand and control.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b Akash here, Co-Founder and CEO of Vellum.<\/p>\n<\/p>\n<p>Last year AI Agents finally started working for our engineers. Cursor, Devin, Claude Code gave them real leverage. Meanwhile, the rest of us are stuck in the same loop since 2023: lots of ChatGPT tabs, lots of context switching, not much has changed.<\/p>\n<\/p>\n<p>That gap bothered me.<\/p>\n<\/p>\n<p><em>If AI agents are this powerful, why do they only really work for engineers?<\/em><\/p>\n<\/p>\n<p><strong>Introducing Vellum \ud83c\udf89<\/strong><\/p>\n<p>Just explain the task you want to automate in plain English and Vellum turns that into a working agent. Vellum asks follow up questions to understand your requirements, connects to your tools, handles the logic, and makes the agent\u2019s behavior visible so you\u2019re never guessing what it\u2019s doing or why.<\/p>\n<p>Once you build your agents, you have a few ways to use them:<\/p>\n<ul>\n<li>\n<p>run the agent through a ready made UI<\/p>\n<\/li>\n<li>\n<p>vibe code your own UI with one of our integrations (e.g. Lovable)<\/p>\n<\/li>\n<li>\n<p>run it on a schedule or trigger it through APIs or app events<\/p>\n<\/li>\n<\/ul>\n<p><strong>How is Vellum different<\/strong><\/p>\n<ul>\n<li>\n<p><strong>You start with the process you already own.<\/strong> Describe the task and Vellum builds an agent that automates it. There is no code and no setup to learn.<\/p>\n<\/li>\n<li>\n<p><strong>Agents work from day one.<\/strong> With the right context, Vellum can build the full workflow in one pass instead of hours of tweaking.<\/p>\n<\/li>\n<li>\n<p><strong>Logic changes do not create chaos.<\/strong> When something breaks or the process changes, you fix one step without rebuilding everything.<\/p>\n<\/li>\n<li>\n<p><strong>Built for safe automation.<\/strong> You can preview each step, review past runs, and know exactly what happened before letting it run on a schedule.<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who is this for?<\/strong><\/p>\n<p>If you have tried AI tools that almost work, built prompts you do not fully trust, or hesitated to automate because you are not sure what will happen\u2026<\/p>\n<\/p>\n<p><strong>Vellum is built for you.<\/strong><\/p>\n<p>It is for Sales, Marketing, Product Ops, and Customer Support teams who own their processes and want to automate them in a way they understand and trust.<\/p>\n<\/p>\n<p><strong>Special offer \ud83c\udff7\ufe0f<\/strong><\/p>\n<p>To celebrate the launch, anyone who signs up through Product Hunt today gets 50 free credits ($150 value). To get started <a href=\"https:\/\/app.vellum.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">sign up here<\/a>.<\/p>\n<p>Finally, we\u2019d love your feedback.<\/p>\n<p>What\u2019s one annoying task you\u2019d automate first? ****Please let us know in the comments!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>26<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akash_sharma53\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akash_sharma53<\/a> This is fantastic! You can do SEO on a massive scale; all you need to do is find the demand.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akash_sharma53\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akash_sharma53<\/a> Somewhat like skill<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akash_sharma53\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akash_sharma53<\/a> congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks incredibly interesting. I love the landing page design and the example workflow for the SEO blog post was particularly compelling. I was recently working on SEO implementation for a website and this seems like exactly what I need. I’m excited to explore the other automation possibilities available!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> – that’s great to hear! we can give you a sample SEO workflow later today that you can clone to your workspace and get started<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on the launch \u2014 love how Vellum turns plain-English workflows into safe, production-ready AI agents for non-technical teams.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thanks Zeiki!! Excited to launch it <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> – that’s exactly right! give it a shot and let me know what you think<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such an important unlock. Agents have been incredibly powerful for engineers, but the rest of the org has been stuck duct-taping prompts together. Making agents usable for non-technical teams is where real adoption happens. Curious how Vellum handles edge cases and process changes over time without breaking everything?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve tried a LOT of agent builders, and Vellum is the only one where I’ve been able to do things without getting frustrated\/having to write code.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@anvisha_pai love to hear that Anvisha!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Looking forward to implementing this technology at <a href=\"https:\/\/www.producthunt.com\/products\/drata\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"drata\" target=\"_blank\" rel=\"noopener\">@Drata<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@danielzev excited for that!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats to the whole team \ud83d\udc4f\ud83d\udc4f <\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@theo_goldberg1 thank you Theo!!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>looks \ud83d\udd25 congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rakeshgoyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rakeshgoyal<\/a> thanks Rakesh!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A lot of teams can already automate tasks with workflow tools plus an LLM step\u2014what\u2019s the sharp line where a \u201cplain-English agent\u201d is materially better than a classic automation?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> great question! For me personally it’s much faster and easier to build any agent (or automation with an LLM step) with Vellum. It just takes care of the the “visual drag-&-drop”, and also the error-fixing part from my plate <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I just built an agent that scrapes Twitter for trending topics and sends me daily post ideas and it took me like 10ish min.<br \/>This is seriously so cool. Huge congrats on the launch, team!! The new agent builder is \ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marinatrajkovska\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marinatrajkovska<\/a> share the agent with us – we can share it with the community!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Oh cool, official launch. I found this tool via Reddit last week, and had 1 simple agent going. What are some other marketing agents that I can build?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ivana_ikonomova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ivana_ikonomova<\/a> so many! Check this link: <a href=\"https:\/\/www.vellum.ai\/templates\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.vellum.ai\/templates<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cursor, Devin, Claude code have opened the door of vibecoding, this tool triggers a move into the zone, also l predict tools like Vellum’ll definitely make “vibemarketing” more effective!<br \/>Could we say that Vellum is claude+ N8N or is it broader ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eren_kiratli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eren_kiratli<\/a> yeah you could say that. It’s easy to start like Claude, and has powerful logic like n8n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this makes AI agents feel way more approachable. nice work \ud83d\udc4f any plans to add templates for common workflows?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> we actually have some examples here: <a href=\"https:\/\/www.vellum.ai\/templates\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.vellum.ai\/templates<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Excited to try this out. <\/p>\n<p>The ability to preview each step and review past runs stood out. Curious which of these features ends up being most important for building trust with non-technical users.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> thank you! Please let us know if we can be helpful once you try it<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super cool concept! No-code AI agents from plain English could totally change how people automate workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@leotrim_lota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leotrim_lota<\/a> – give it a shot and let me know your thoughts and questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! The automation workflow looks promising! This allow us to do daily tasks, especially useful for marketing and other fields with daily repeated tasks<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sam_chen1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sam_chen1<\/a> thank you! I’m building a few different agents for marketing – lmk if you need some inspiration!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is cool! I like the simplicity but power of it. And nice production for the video \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks <a href=\"https:\/\/www.producthunt.com\/@avz\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"avz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avz<\/a>! Let me know if you end up giving the product a shot and what your thoughts are<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>All the best with the launch, just signed up! I am curious about voice integrations, as I did not find any integrations for telephony based agents. Is voice in your roadmap or is the focus mostly on tasks, workflows and text automations for now? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> – users end up using text to speech and speech to text models before\/after Vellum for voice use cases. Primary usage at the moment is text and automations though.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YPOBYX7A7MCPVR\" class=\"app-title\">Simpl.<\/a><\/p>\n<div class=\"one-liner\">A pleasant Postgres browser for working with real data<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">260<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u8bbe\u8ba1\u7684\u6781\u7b80Postgres\u6570\u636e\u5e93\u6d4f\u89c8\u5668\uff0c\u901a\u8fc7\u63d0\u4f9b\u76f4\u89c2\u3001\u7f8e\u89c2\u7684\u754c\u9762\uff0c\u89e3\u51b3\u4e86\u5728\u9879\u76ee\u5f00\u53d1\u548c\u751f\u4ea7\u73af\u5883\u4e2d\u5feb\u901f\u3001\u5b89\u5168\u6d4f\u89c8\u548c\u63a2\u7d22\u771f\u5b9e\u7528\u6237\u6570\u636e\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u590d\u6742\u4f01\u4e1a\u5de5\u5177\u6216\u81ea\u5efa\u7ba1\u7406\u540e\u53f0\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8b0b8744-de40-4d25-87f4-7b0c82a9faa7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f215d1f-6a3b-401f-846c-803194489d86.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/28a7b6b3-e69b-4f6f-9821-d04f1d940a6d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/34dbe9df-b83c-4921-8c64-7095914dae39.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a9eaf4af-ec5d-4b0b-961e-ea00067ae682.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/1ef03e8f-cc11-47fb-b78b-1f6ee89e8d0a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/YH5I7OL51zw\"><source src=\"https:\/\/youtu.be\/YH5I7OL51zw\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Database<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u636e\u5e93\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Postgres\u5ba2\u6237\u7aef<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6d4f\u89c8<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u63a2\u7d22<\/span><br \/>\n <span class=\"tag\">\u5173\u7cfb\u5bfc\u822a<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u6d01\u7f8e\u89c2\u7684\u8bbe\u8ba1\u4e0e\u6e05\u6670\u5b9a\u4f4d\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u529f\u80fd\u7ec6\u8282\uff1a\u8be2\u95ee\u672c\u5730\u5f00\u53d1\u652f\u6301\u3001\u8fde\u63a5\u95ee\u9898\uff08\u5982Supabase\u3001IPv4\uff09\u3001\u4fdd\u5b58\u8fc7\u6ee4\u5668\u7684\u64cd\u4f5c\u3001\u6388\u6743\u6a21\u5f0f\uff08\u6309\u9879\u76ee\u8fd8\u662f\u6309\u8fde\u63a5\uff09\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u660e\u786e\u4e86\u8fdc\u7a0b\u8fde\u63a5\u9650\u5236\u3001\u672a\u6765\u684c\u9762\u7248\u8ba1\u5212\u3001\u65e0\u9650\u8fde\u63a5\u8bb8\u53ef\u53ca\u56e2\u961f\u529f\u80fd\u96cf\u5f62\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Simpl\u7684\u201c\u6781\u7b80\u201d\u5e76\u975e\u529f\u80fd\u6b8b\u7f3a\uff0c\u800c\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u8d5b\u9053\u5207\u5272\u3002\u5b83\u907f\u5f00\u4e86\u4e0eDataGrip\u7b49\u91cd\u578bIDE\u5728SQL\u7f16\u5199\u3001\u8fc1\u79fb\u7b49\u6df1\u5ea6\u5de5\u4f5c\u6d41\u4e0a\u7684\u7ade\u4e89\uff0c\u8f6c\u800c\u805a\u7126\u4e8e\u4e00\u4e2a\u88ab\u957f\u671f\u5ffd\u89c6\u7684\u9ad8\u9891\u4f4e\u6548\u573a\u666f\uff1a\u4ea7\u54c1\u8fd0\u8425\u4e0e\u5f00\u53d1\u4e2d\u7684\u5373\u65f6\u6027\u6570\u636e\u63a2\u7d22\u4e0e\u8f7b\u91cf\u7f16\u8f91\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u6570\u636e\u5173\u7cfb\u201d\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u70b9\u51fb\u6d41\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u975e\u4e13\u804cDBA\u4eba\u5458\uff08\u5982\u5168\u6808\u5f00\u53d1\u8005\u3001\u4ea7\u54c1\u7ecf\u7406\uff09\u7684\u8ba4\u77e5\u8d1f\u8377\u548c\u64cd\u4f5c\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5b9a\u4f4d\u7280\u5229\u5730\u6233\u4e2d\u4e86\u201c\u5de5\u5177\u590d\u6742\u5ea6\u81a8\u80c0\u201d\u7684\u884c\u4e1a\u901a\u75c5\u3002\u72ec\u7acb\u5f00\u53d1\u8005\u80cc\u666f\u4f7f\u5176\u6df1\u8c19\u201c\u5c0f\u56e2\u961f\u4e4b\u75db\u201d\uff1a\u5728\u81c3\u80bf\u7684\u4f01\u4e1a\u7ea7\u5de5\u5177\u548c\u96be\u4ee5\u7ef4\u62a4\u7684\u81ea\u7814\u540e\u53f0\u4e4b\u95f4\u6323\u624e\u3002Simpl\u63d0\u51fa\u7684\u201c\u4e00\u6b21\u6027\u4ed8\u8d39\u3001\u65e0\u8ba2\u9605\u201d\u6a21\u5f0f\uff0c\u4e0d\u4ec5\u662f\u5bf9\u56e2\u961f\u9884\u7b97\u7684\u53cb\u597d\uff0c\u66f4\u662f\u5bf9\u5176\u201c\u5b8c\u6210\u6709\u9650\u529f\u80fd\u4e14\u505a\u597d\u201d\u8fd9\u4e00\u4ea7\u54c1\u54f2\u5b66\u7684\u81ea\u4fe1\u80cc\u4e66\uff0c\u4e0e\u5e02\u573a\u4e0a\u8ffd\u6c42\u6301\u7eed\u4ed8\u8d39\u529f\u80fd\u7684SaaS\u903b\u8f91\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u4f5c\u4e3aSaaS\u8fde\u63a5\u8fdc\u7a0b\u6570\u636e\u5e93\u7684\u5b89\u5168\u987e\u8651\u662f\u6700\u5927\u969c\u788d\uff0c\u5c3d\u7ba1\u5b98\u65b9\u58f0\u79f0\u4e0d\u5b58\u50a8\u6570\u636e\uff0c\u4f46\u7f51\u7edc\u53ef\u8fbe\u6027\u4e0e\u5fc3\u7406\u5b89\u5168\u95e8\u69db\u4ecd\u9700\u901a\u8fc7\u672a\u6765\u672c\u5730\u5316\u6216\u81ea\u90e8\u7f72\u9009\u9879\u6765\u89e3\u51b3\u3002\u6b64\u5916\uff0c\u5728\u201c\u6781\u7b80\u201d\u4e0e\u201c\u7528\u6237\u9700\u6c42\u6f14\u8fdb\u201d\u4e4b\u95f4\u8d70\u94a2\u4e1d\u5c06\u957f\u671f\u8003\u9a8c\u4ea7\u54c1\u5b9a\u529b\u3002\u7528\u6237\u5df2\u5f00\u59cb\u8be2\u95ee\u534f\u4f5c\u3001\u5171\u4eab\u89c6\u56fe\u7b49\u201c\u6269\u5c55\u6027\u201d\u529f\u80fd\uff0c\u5982\u4f55\u5e73\u8861\u8fd9\u4e9b\u5408\u7406\u9700\u6c42\u4e0e\u6838\u5fc3\u7684\u7b80\u6d01\u4f53\u9a8c\uff0c\u5c06\u662f\u51b3\u5b9aSimpl\u662f\u6210\u4e3a\u4e00\u4e2a\u5229\u57fa\u7cbe\u54c1\uff0c\u8fd8\u662f\u6ed1\u5411\u53e6\u4e00\u4e2a\u201c\u5168\u80fd\u5de5\u5177\u201d\u7684\u5173\u952e\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u6210\u529f\u5b9a\u4e49\u5e76\u5360\u636e\u4e86\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u7ec6\u5206\u5e02\u573a\uff0c\u4f46\u62a4\u57ce\u6cb3\u7684\u6df1\u5ea6\u5c06\u53d6\u51b3\u4e8e\u5728\u6838\u5fc3\u4f53\u9a8c\u4e0a\u7684\u6301\u7eed\u4e13\u6ce8\u4e0e\u514b\u5236\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Simpl.<\/span>\n <\/div>\n<div class=\"comment-content\">Every Postgres project eventually needs a way to browse production data. You either suffer through ugly, expensive, and overly complex enterprise-grade tools, or build yet another custom admin panel that you need to maintain. Simpl is different. Paste your connection string and instantly get a beautiful, browsable interface. Filter intelligently, follow foreign keys naturally, customize what you see, and share with your team. Built by a solo dev, for solo devs and small teams.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<\/p>\n<p>I\u2019m Charlie, the maker of <a href=\"https:\/\/simpl.sh\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Simpl<\/strong><\/a> (and a bunch of other stuff lol)<\/p>\n<\/p>\n<p>I built Simpl after shipping 10+ products on the same stack (Next.js + Postgres) and hitting the same wall every time:<\/p>\n<\/p>\n<p>You launch \u2192 you need to understand real user data \u2192 you open a heavy DB tool \u2192 regret \u2192 build a custom admin \u2192 promise yourself you won\u2019t maintain it forever \u2192 repeat.<\/p>\n<\/p>\n<p>Everything I tried felt either ugly, overpowered, or way too much work for something that should be simple.<\/p>\n<\/p>\n<p>So I built the tool I always wanted.<\/p>\n<\/p>\n<p>Simpl is a beautifully simple Postgres browser.<br \/>Not a BI tool. Not a CMS. Not an app builder.<br \/>Just a fast, intuitive way to explore and edit your data.<\/p>\n<\/p>\n<p>What it does really well:<\/p>\n<ul>\n<li>\n<p>Click-through relationship navigation that just makes sense<\/p>\n<\/li>\n<li>\n<p>Type-aware fields, filters, and inline editing<\/p>\n<\/li>\n<li>\n<p>List and detail views that work out of the box<\/p>\n<\/li>\n<li>\n<p>Real-time querying, no data stored on our servers<\/p>\n<\/li>\n<li>\n<p>$49 one-time price, no subscription<\/p>\n<\/li>\n<\/ul>\n<p>Setup takes about 30 seconds. Paste your connection string and you\u2019re in.<\/p>\n<\/p>\n<p>I built this for solo devs and small teams who want clarity and simplicity.<\/p>\n<\/p>\n<p>I\u2019d love your feedback:<\/p>\n<ul>\n<li>\n<p>What feels unclear or missing?<\/p>\n<\/li>\n<li>\n<p>What would make this an instant buy for you?<\/p>\n<\/li>\n<\/ul>\n<p>Thanks for checking it out, and happy to answer any questions \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@charlie_clark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_clark<\/a> Hey Charlie, congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@charlie_clark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_clark<\/a> congrats on the launch! This can be big for the marketers, to allow them to get the usage data, without a dev dependency. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@charlie_clark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_clark<\/a> What is the single, measurable outcome your best users get from this? For who, and in how long?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Can this be used locally during development?<br \/>Congrats on the lunch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@teon_stamenovic1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@teon_stamenovic1<\/a> currently this is only set up to work with remote databases, but you could use a tool like ngrok to make a local DB accessible remotely. I am starting to look into porting the tool into a desktop app to enable local access though.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@charlie_clark thanks! I would use it if I can access local db. Will try with ngrok<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello,<\/p>\n<p>It looks very clean and well designed. I tried connecting it to my Supabase database, but it couldn’t connect. Do I need to have IPv4 to connect this?<\/p>\n<p>Also, in the video you say we can save filters, but I didn’t find that in the demo. Where should look?<\/p>\n<p>Last question: if I want to use this with 3 projects, do I pat 3 x $49?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akiarostami\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akiarostami<\/a> hi Ahmad!<\/p>\n<p>1) You’re right about the IPv4 thing. If you choose the “Transaction Pooler” mode when copying your connection string it should work!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3172dff6-7af4-46e8-b723-fae8511ea150.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>2) Filters can be saved by clicking the “save” button in the filter panel<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/30d48dcb-9c10-4297-ba75-14ece8f19aed.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>3) $49 gets you unlimited connections!<\/p>\n<\/p>\n<p>Let me know if you have any other questions.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone says \u201cI already have DataGrip\/DBeaver\/TablePlus,\u201d what\u2019s the concrete workflow where Simpl wins by an order of magnitude (time, clicks, cognitive load)\u2014and where do you explicitly not try to compete?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Great question <a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> ! I hope this answers it \ud83d\ude3c\ud83e\udd16<\/p>\n<\/p>\n<p>Simpl is not trying to replace DataGrip, DBeaver, or TablePlus.<\/p>\n<p>Those tools are excellent when you need to write complex SQL, do migrations, or live deep in the database all day. That\u2019s not the problem Simpl is solving.<\/p>\n<\/p>\n<h3>Where Simpl clearly wins<\/h3>\n<\/p>\n<p><strong>1. Answering product questions fast<\/strong><br \/>\u201cWhat did this user do?\u201d \u201cWhy does this record look wrong?\u201d<\/p>\n<p>Instead of writing queries and manually joining tables, you open a record and click through relationships naturally. Lists, records, and related data all stay in one flow.<\/p>\n<p><strong>2. Exploring unfamiliar schemas<\/strong><br \/>Coming back to a project or onboarding someone new.<\/p>\n<p>Simpl is built for discovery. Clear relationship navigation, schema overview, and type-aware fields mean less remembering table names and more understanding how data fits together.<\/p>\n<p><strong>3. Small, safe edits<\/strong><br \/>Fixing a typo or updating a status.<\/p>\n<p>Inline edits feel intentional and low-friction, not like issuing commands in a power tool.<\/p>\n<p><strong>4. Low-effort, occasional use<\/strong><br \/>Paste a connection string and you\u2019re in. No local setup, drivers, or UI sprawl. Perfect when the task is small but time matters.<\/p>\n<\/p>\n<h3>Where Simpl does not compete<\/h3>\n<ul>\n<li>\n<p>Writing complex SQL<\/p>\n<\/li>\n<li>\n<p>Query tuning or migrations<\/p>\n<\/li>\n<li>\n<p>Large bulk updates<\/p>\n<\/li>\n<li>\n<p>Power-user database workflows<\/p>\n<\/li>\n<\/ul>\n<p>If you live in SQL all day, those tools win.<br \/>If you want fast clarity with minimal cognitive load, Simpl wins.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 love how Simpl removes the friction of building yet another custom Postgres admin UI and gives solo devs a fast, production\u2011ready way to explore real data<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Cheers!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>#3 let’s go!! \ud83d\udcaa\ud83d\udcaa<br \/>Nice vid, product looks useful and polished.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@laurentlahmy_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@laurentlahmy_<\/a> Thanks for your support Laurent!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, Charlie! Tbh, databases scare me and a lot of tools are SO overwhelming, so I really appreciate your approach of keeping things simple. Curious to try this for my next project!<\/p>\n<p>PS. do I spy <a href=\"https:\/\/www.producthunt.com\/products\/the-thiings-collection-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"the-thiings-collection-2\" target=\"_blank\" rel=\"noopener\">@Thiings<\/a> icons \ud83d\udc40<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabe<\/a> thanks Gabe! You’ve nailed the reason why I built Simpl. Let me know if you try it out!<\/p>\n<\/p>\n<p>PS. You do indeed \ud83e\udd2d Perfect for demo data!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Charlie, gave Simpl a spin and I appreciate the clear stance on simplicity. It\u2019s refreshing to see a product that resists feature creep and focuses on removing friction.<\/p>\n<p>That said, I\u2019m curious where you draw the line long term. How do you decide what <em>not<\/em> to build as users ask for more control or customization?<\/p>\n<p>Feels like a strong foundation. Interested to see how you balance simplicity with evolving user needs.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seems useful! Will you offer an option to self-host? I imagine most databases are behind a firewall making is so that a SaaS offering can’t easily connect to it. Would it be possible to provide a read-only connection string?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@wilco_kruijer1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wilco_kruijer1<\/a> read-only connection strings already work (you just wouldn’t be able to use the inline-editing functionality)<\/p>\n<\/p>\n<p>I’m thinking about ways to either self host or run locally. Stay tuned!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this looks really pleasant to use, which is rare for database tools \ud83d\ude04 any plans for team collaboration or shared views?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> there’s already some basic team functionality (invite team members to view a connection with READ or EDIT permissions) but there’s definitely more we could do here. Anything in particular you’d be interested in?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So, we don’t need back-office applications anymore?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anton_tishchenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anton_tishchenko<\/a> hehe, for 90% of small projects, I’d say not anymore!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/OGC7SS7URZD46C\" class=\"app-title\">0xCal<\/a><\/p>\n<div class=\"one-liner\">Type + capture your meals to log cals w\/ Apple Health Sync<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">175<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u6216\u62cd\u7167\uff0c\u7531AI\u81ea\u52a8\u5206\u6790\u8bb0\u5f55\u5361\u8def\u91cc\u7684\u6781\u7b80\u5065\u5eb7\u5e94\u7528\uff0c\u5728\u7528\u6237\u65e5\u5e38\u996e\u98df\u8ffd\u8e2a\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5361\u8def\u91cc\u8bb0\u5f55\u5e94\u7528\u754c\u9762\u81c3\u80bf\u3001\u64cd\u4f5c\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb31043b-0fd9-459d-85d2-4750db557909.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fced00e6-c65e-4631-ad46-db4c259998a0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1096fb8c-fd1d-4aee-b36e-128225aca6c7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84378924-0f09-4cfd-99c4-43dce86df9dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4cfab86c-e98f-46b2-b5e5-5140b1d88bae.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5361\u8def\u91cc\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">AI\u56fe\u50cf\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">Apple Health\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e7f\u544a<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u6781\u7b80\u3001\u7cbe\u7f8e\u7684UI\u8bbe\u8ba1\u548c\u6d41\u7545\u7684\u4f53\u9a8c\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8eAI\u8bc6\u522b\u7684\u51c6\u786e\u6027\uff08\u5c24\u5176\u662f\u5bf9\u6df7\u5408\u83dc\u80b4\u548c\u5206\u91cf\u7684\u5224\u65ad\uff09\u4ee5\u53ca\u540e\u7eed\u4fee\u6b63\u7684\u4fbf\u6377\u6027\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u590d\uff0c\u89e3\u91ca\u4e86\u901a\u8fc7\u201c\u5bf9\u8bdd\u5f0f\u4fee\u6b63\u201d\u6765\u5e73\u8861\u901f\u5ea6\u4e0e\u51c6\u786e\u6027\uff0c\u5e76\u786e\u8ba4\u652f\u6301\u591a\u56fd\u83dc\u80b4\u8bc6\u522b\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u4e86\u8425\u517b\u6570\u636e\u6765\u6e90\u3001\u5b66\u4e60\u529f\u80fd\u3001\u5b89\u5353\u7248\u672c\u8ba1\u5212\u7b49\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n 0xCal\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u529f\u80fd\u9769\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u573a\u9488\u5bf9\u5065\u5eb7\u5e94\u7528\u201c\u7528\u6237\u4f53\u9a8c\u503a\u52a1\u201d\u7684\u7cbe\u51c6\u6e05\u7b97\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e3b\u6d41\u5361\u8def\u91cc\u8ffd\u8e2a\u5de5\u5177\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u529f\u80fd\u81a8\u80c0\u4e0e\u7528\u6237\u6838\u5fc3\u8bc9\u6c42\uff08\u5feb\u901f\u3001\u65e0\u75db\u8bb0\u5f55\uff09\u4e4b\u95f4\u7684\u80cc\u79bb\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8eAI\u8425\u517b\u5206\u6790\u7684\u7edd\u5bf9\u6280\u672f\u7a81\u7834\uff08\u8fd9\u4ecd\u662f\u884c\u4e1a\u5171\u540c\u6311\u6218\uff09\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u5957\u4ee5\u201c\u5bf9\u8bdd\u201d\u548c\u201c\u4fe1\u4efb\u201d\u4e3a\u6838\u5fc3\u7684\u5168\u65b0\u4ea4\u4e92\u8303\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06AI\u5b9a\u4f4d\u4e3a\u201c\u542f\u53d1\u6027\u534f\u4f5c\u8005\u201d\u800c\u975e\u201c\u6743\u5a01\u88c1\u51b3\u8005\u201d\u3002\u901a\u8fc7\u201c\u62cd\u7167\/\u63cf\u8ff0\u2192AI\u4f30\u7b97\u2192\u5bf9\u8bdd\u4fee\u6b63\u201d\u7684\u6d41\u7a0b\uff0c\u5b83\u5766\u7136\u627f\u8ba4\u4e86\u673a\u5668\u8bc6\u522b\u7684\u5c40\u9650\u6027\uff0c\u5e76\u5c06\u4fee\u6b63\u8fc7\u7a0b\u4ece\u4f20\u7edf\u7684\u8868\u5355\u586b\u5199\u8f6c\u5316\u4e3a\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u3002\u8fd9\u5de7\u5999\u5730\u89c4\u907f\u4e86AI\u7cbe\u5ea6\u5929\u82b1\u677f\u5e26\u6765\u7684\u7528\u6237\u4f53\u9a8c\u65ad\u5c42\uff0c\u5c06\u53ef\u80fd\u4ea7\u751f\u632b\u8d25\u611f\u7684\u7ea0\u9519\u73af\u8282\uff0c\u8f6c\u5316\u4e3a\u4e00\u79cd\u5177\u6709\u638c\u63a7\u611f\u548c\u4f4e\u8ba4\u77e5\u8d1f\u8377\u7684\u8f7b\u677e\u4e92\u52a8\u3002\u8fd9\u79cd\u8bbe\u8ba1\u54f2\u5b66\uff0c\u662f\u5bf9\u201c\u5de5\u5177\u5f53\u4f7f\u4eba\u66f4\u5f3a\u5927\uff0c\u800c\u975e\u66f4\u7126\u8651\u201d\u7684\u6df1\u523b\u8df5\u884c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u5916\uff0c\u5176\u201c\u9ed1\u6697\u6a21\u5f0f\u4f18\u5148\u201d\u3001\u201c\u539f\u751fiOS\u611f\u53d7\u201d\u7b49\u9009\u62e9\uff0c\u4ee5\u53ca\u5bf9Home Screen\u5ba1\u7f8e\u7684\u8fce\u5408\uff0c\u90fd\u8d85\u8d8a\u4e86\u5355\u7eaf\u7684\u7f8e\u5b66\u8303\u7574\uff0c\u4e0a\u5347\u4e3a\u4e00\u79cd\u7528\u6237\u8eab\u4efd\u8ba4\u540c\u7684\u6784\u5efa\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a\u4e00\u4ef6\u7528\u6237\u201c\u613f\u610f\u4f7f\u7528\u201d\u751a\u81f3\u201c\u4e50\u4e8e\u5c55\u793a\u201d\u7684\u6570\u5b57\u7269\u54c1\uff0c\u4ece\u800c\u5bf9\u6297\u5065\u5eb7\u7ba1\u7406\u884c\u4e3a\u672c\u8eab\u56fa\u6709\u7684\u610f\u5fd7\u6d88\u8017\u3002\u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\uff1a\u4f5c\u4e3a\u5355\u4e00\u529f\u80fd\u5de5\u5177\uff0c\u5728\u7528\u6237\u5efa\u7acb\u521d\u6b65\u5065\u5eb7\u8ba4\u77e5\u540e\uff0c\u5176\u4ef7\u503c\u5929\u82b1\u677f\u5982\u4f55\u7a81\u7834\uff1f\u9762\u5bf9\u590d\u6742\u996e\u98df\u573a\u666f\uff0c\u5bf9\u8bdd\u5f0f\u4fee\u6b63\u7684\u6548\u7387\u80fd\u5426\u957f\u671f\u4f18\u4e8e\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u4e13\u4e1a\u6570\u636e\u5e93\uff1f\u5176\u201c\u65e0\u5e7f\u544a\u3001\u65e0\u6742\u5ff5\u201d\u7684\u7eaf\u7cb9\u5546\u4e1a\u6a21\u5f0f\uff0c\u5728\u53ef\u6301\u7eed\u589e\u957f\u538b\u529b\u4e0b\u80fd\u5426\u575a\u5b88\uff1f0xCal\u4f18\u96c5\u5730\u6495\u5f00\u4e86\u5e02\u573a\u7684\u4e00\u4e2a\u53e3\u5b50\uff0c\u4f46\u80fd\u5426\u5c06\u5176\u8f6c\u5316\u4e3a\u6301\u4e45\u7684\u58c1\u5792\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u5b83\u8bc1\u660e\u4e86\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\uff0c\u6781\u81f4\u805a\u7126\u4e8e\u7528\u6237\u4f53\u9a8c\u672c\u8eab\uff0c\u4f9d\u7136\u80fd\u521b\u9020\u51fa\u4ee4\u4eba\u5fc3\u52a8\u7684\u4ea7\u54c1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">0xCal<\/span>\n <\/div>\n<div class=\"comment-content\">Most calorie apps feel like a chore \u2013 cluttered interfaces, endless database searches, designs stuck in 2015. 0xCal is different. Built for people who care about the apps they use. Describe what you ate naturally, or snap a photo. AI handles the rest. Dark mode first. Minimal UI. Native iOS feel. No ads, no clutter \u2013 just a beautiful tool that helps you reach your goals without compromising your home screen. The calorie tracker that finally belongs on your phone.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt!<\/p>\n<p>I built 0xCal because I was tired of calorie apps that felt like punishment.<\/p>\n<p>Every app I tried had the same problems: cluttered UI, overwhelming features, and designs that looked like they hadn’t been updated in a decade. They worked, but I dreaded opening them.<\/p>\n<p>I wanted something I’d actually enjoy using. Something minimal that respected my attention. The kind of app that earns a spot on a curated home screen.<\/p>\n<p>So I built it myself:<br \/>\n\u2192 Describe your food naturally \u2013 AI figures out the nutrition<br \/>\n\u2192 Or snap a photo of your meal or a nutrition label<br \/>\n\u2192 Clean dashboard showing just what matters<br \/>\n\u2192 Dark mode first, native iOS feel<\/p>\n<p>I spent as much time on the design as the functionality. Every screen, every animation, every detail was intentional.<\/p>\n<p>If you’ve ever abandoned a calorie tracker because it felt like homework, I’d love for you to try 0xCal.<\/p>\n<p>Happy to answer any questions about the design process, tech stack (SwiftUI, HealthKit), or anything else!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@namedix\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@namedix<\/a> Great launch!<\/p>\n<p>Only one question – how do you know that nutrition are accurate? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@namedix\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@namedix<\/a> wishing you all the best luck with a great looking product! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">The app looks really cool. Just signed up for the trial. <\/p>\n<p>I actually also signed up for MyFitnessPal a few days ago, but think I might cancel that because I just need the calorie tracking. <\/p>\n<p>Your app seems to do this well and has all the necessary Apple Health integration, plus AI chat, plus photo meal capture. <\/p>\n<p>Well done, I think this will be a keeper!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@brucem80\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brucem80<\/a> This made my day \u2014 thank you! \ud83d\ude4f<\/p>\n<p>That’s exactly the use case I built it for. MyFitnessPal has a ton of features, but if you just want to track calories without the noise, it can feel like overkill.<\/p>\n<p>Wanted 0xCal to do one thing really well: make logging fast and painless, with Apple Health doing the heavy lifting for your targets.<\/p>\n<p>If anything feels off or missing as you use it, I’d love to hear \u2014 still early days and feedback from real users is gold. Really appreciate you giving it a shot!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A beautifully designed app. I was a beta tester for this project and can confidently say the author went the extra mile. The attention to detail really shows. Counting calories works flawlessly.<\/p>\n<\/p>\n<p>Great launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@wmandrysz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wmandrysz<\/a> Thank you so much! Couldn’t have done it without beta testers like you \u2013 your feedback shaped so many of the details. Really appreciate you being part of this from the early days! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch\ud83d\ude80 This is a great idea. An amazing feature would be also to enable users to upload images of their food to be analyzed by AI. The accuracy might be fluctuating in the beginning but with the correct ML and feedback loops would be enhanced over time<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zahran_dabbagh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zahran_dabbagh<\/a> Thanks! Good news \u2014 that feature already exists! \ud83d\ude04<\/p>\n<p>You can snap a photo of your food (or a nutrition label) and the AI analyzes it instantly. Works from the camera or photo library.<\/p>\n<p>It estimates the dish, portion size, and nutrition \u2014 then you land in the chat where you can correct anything that looks off. So if it guesses “300g pasta” but it was actually a small portion, you just tell it and it adjusts.<\/p>\n<p>For packaged food, snapping the nutrition label gives you the most accurate data since it reads the actual values.<\/p>\n<p>Give it a try and let me know how it works for you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@namedix amazing \u2026 I will definitely try it today<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I track meals regularly for fitness, and 0xCal immediately caught my attetion \u2014 I downloaded it right away to try it out. The UI and typography are genuinely fun, and it feels refreshingly minimal compared to most calorie apps.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d9b6568a-4f39-416d-a679-2a4d55846a18.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Quick question: AI photo recognition in most apps isn\u2019t very accurate(especially for mixed or homemade meals). Curious how 0xCal improves accuracy and makes corrections easy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sylvia_weng99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sylvia_weng99<\/a> <br \/>Thank you \u2013 really glad the design landed for you! That was the whole mission.<\/p>\n<p>You’re totally right that photo AI isn’t magic, especially for homemade meals where it can’t know your exact recipe. Here’s how 0xCal handles it:<\/p>\n<p>The photo is a starting point, not the final answer. After you snap, you land in a chat where you can refine it naturally:<\/p>\n<p>\u2192 Gram: “Looks like scrambled eggs with vegetables and toast, ~400g total \u2013 ~450 kcal”<\/p>\n<p>\u2192 You: “It was 3 eggs and add some cheese”<\/p>\n<p>\u2192 Gram: “Updated \u2013 ~520 kcal”<\/p>\n<p>So instead of hunting through fields and dropdowns to make corrections, you just… talk to it. Tell it what’s wrong and it adjusts.<\/p>\n<p>For complex homemade meals, I usually just describe ingredients: “Made a stir fry \u2013 chicken, broccoli, bell peppers, soy sauce, bit of oil.” Works better than hoping the camera figures it out.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/451c7a12-801f-4795-8764-3e0939c1ca27.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The “apps as punishment” analogy resonates! Clean UI matters when you’re using something daily. How does 0xCal handle restaurant meals where you don’t have exact nutrition info? Does the AI learn your preferences over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nora_studiohedera\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nora_studiohedera<\/a> Thanks! Yeah, using an app you hate every day is a recipe for quitting by February \ud83d\ude05<\/p>\n<p>For restaurant meals \u2013 just describe what you ordered. “Chicken Caesar salad from Sweetgreen” or “pad thai from the place down the street.” The AI estimates based on typical restaurant portions.<\/p>\n<p>For chains like McDonald’s, Chipotle, Starbucks \u2013 it pulls exact nutrition since that data is public.<\/p>\n<p>And accuracy scales with how much detail you give:<\/p>\n<p>\u2192 “Had pasta for lunch” = rough ballpark<\/p>\n<p>\u2192 “Spaghetti carbonara, medium portion” = better estimate <\/p>\n<p>\u2192 “About 200g pasta, creamy sauce, bacon bits” = pretty accurate<\/p>\n<p>You don’t always need precision \u2013 most days you just want to know “am I roughly on track?” But when it matters, you can go detailed.<\/p>\n<p>As for learning preferences \u2013 not yet, but it’s on the roadmap! Would love to have it remember “my usual breakfast” or your go-to orders. Coming soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>AI scanner is top here. Definitely a feature that differentiates\/positions your tool \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thank you! I spent a lot of time on that. It works with actual food plates AND nutrition labels \u2013 the labels give the most accurate results since it reads the exact values. Really happy with how it turned out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a great design! By the way, which AI model did you end up using?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been using it for a few days now, and it\u2019s already saving me a ton of time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats.. beautiful ui app \ud83d\udd25\ud83d\udd25<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dessignnet\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dessignnet<\/a> Thank you so much! Design was a huge focus\ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Was stoked to see the “0x”, thinking there was some web3 integration \ud83d\ude02 alas, none in sight. What compelled you to go with 0xcal as the name? Really cool app btw, it’s clear you put lots of love into the design. Any plans for an Android version? (I’m all iOS all the time, but my fianc\u00e9e – who would <em>love<\/em> this – is a Pixel-enjoyer… for now…!)<\/p>\n<p>PS – congrats on the launch\/a remarkably successful PH campaign! \ud83d\ude00 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@grey_seymour\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@grey_seymour<\/a> Haha no web3 here \u2014 just calories! \ud83d\ude02<\/p>\n<p>The “0x” came from my dev background. Felt techy and minimal, and “0xCal” just looked clean. Plus most good names are taken so you gotta get creative \ud83e\udd37\u200d\u2642\ufe0f<\/p>\n<p>No Android plans right now \u2014 I’m a solo iOS dev and SwiftUI is my happy place. But if enough people ask (tell your fianc\u00e9e to comment here \ud83d\ude04), maybe someday! For now it’s iOS only while I make sure that experience is solid.<\/p>\n<p>And thank you! The design love means a lot \u2014 that was the whole mission. Appreciate the kind words and the PH support! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When you say \u201cdescribe what you ate naturally\u201d or \u201csnap a photo and AI handles the rest,\u201d what\u2019s your approach to the hardest part\u2014portion size and invisible ingredients\u2014and how do you balance speed with giving users enough control to correct the model without turning it back into a chore?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> This is the core UX challenge \u2014 and honestly what I spent the most time on.<\/p>\n<p>For portion size: gram always shows its assumption. Instead of just saying “scrambled eggs \u2013 350 kcal”, it says “scrambled eggs (~150g) \u2013 350 kcal”. So you immediately see what it’s guessing and can call it out if it’s wrong.<\/p>\n<p>For invisible ingredients (oil, butter, sauces): AI makes educated guesses based on how dishes are typically made. Scrambled eggs? Assumes some butter. Stir fry? Assumes oil. It’s not perfect, but it’s a realistic starting point rather than pretending those calories don’t exist.<\/p>\n<p>The balance between speed and control is where the chat comes in. Instead of tapping into fields and dropdowns to make corrections, you just… talk:<\/p>\n<p>“Actually it was 3 eggs, no butter”<\/p>\n<p>“Add cheese”<\/p>\n<p>“Portion was smaller, maybe 100g”<\/p>\n<p>The AI adjusts and you confirm. Feels like a quick back-and-forth, not data entry.<\/p>\n<p>The goal: 90% of the time, you accept the first estimate and move on in 5 seconds. The other 10%, you have a fast way to correct without it feeling like homework.<\/p>\n<p>Still not perfect \u2014 but way less friction than traditional tracking.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great, will deff try it out. Does it recognize all cuisines?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@manaswee\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@manaswee<\/a> Honestly yeah it handles pretty much everything! Italian, Mexican, Asian, Indian \u2014 all good. Even regional stuff.<\/p>\n<p>I tested a bunch of Polish dishes and it nailed all of them \u2014 including \u017burek. Haven’t actually found a dish it didn’t recognize yet \ud83d\ude04<\/p>\n<p>Let me know if you manage to stump it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>wow, that looks nice! wish you continuing succes with 0xCal!<br \/>was curious, does your app have any ‘blog’ with articles or recommendations for different types of health goals, or is it simply a tool for calorie tracking only? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yellow_yetti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yellow_yetti<\/a> Thank you! \ud83d\ude4f<\/p>\n<p>No blog or articles \u2014 it’s purely a tracking tool. Intentionally kept it focused.<\/p>\n<p>Most calorie apps try to do everything: recipes, articles, meal plans, social features… and end up cluttered and overwhelming. I wanted 0xCal to do one thing really well: make logging fast and painless.<\/p>\n<p>For actual nutrition advice, I’d rather people follow experts they trust than read generic blog content inside an app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great UI indeed. Just curious, how did you decide if to put a numbered progress e.g. 88 \/120 or to put a visual one e.g. radial progress bar?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alex_gerasimenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alex_gerasimenko<\/a> Great question! I actually kept it pretty minimal \u2014 mostly just numbers.<\/p>\n<p>For daily tracking (calories, macros), I show the raw numbers like “88\/120”. Gives you exactly what you need to make decisions: “can I fit this snack?” \u2014 no guessing.<\/p>\n<p>The goal number (the “120” part) comes from your personal data \u2014 during onboarding we pull height, weight, age from Apple Health and ask about your activity level and goals. Then calculate your actual TDEE and target based on whether you want to lose, maintain, or gain.<\/p>\n<\/p>\n<p>For the weekly\/monthly success view, I use colored rectangles for each day \u2014 green if you hit your goal, different shade if you didn’t. It’s more of a calendar heatmap than a progress bar.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is it enough to just add one picture of each meal I have? Do I have to keep track of everything I eat every day (cheat weekends too? \ud83d\ude42). I usually see most calorie-tracking apps as a chore, but this one seems very promising. And I love the design and onboarding so far!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@klaudia_rzeszot\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klaudia_rzeszot<\/a> Totally fair question \u2014 and thank you! Really happy the design\/onboarding is landing.<\/p>\n<p>You don\u2019t <em>have<\/em> to track everything perfectly. One photo per meal is usually enough to get you in the right ballpark, and that\u2019s the whole goal: know if you\u2019re roughly under\/over your daily target without it becoming a second job.<\/p>\n<p>A good \u201clow-friction\u201d approach:<\/p>\n<p>– Snap your main meals (breakfast\/lunch\/dinner)<\/p>\n<p>– Don\u2019t stress about tiny things unless they\u2019re big calories (oils, sauces, alcohol, snacks)<\/p>\n<p>– If something looks off, just tell gram what\u2019s missing or adjust the portion it assumed<\/p>\n<p>Cheat weekends: up to you \ud83d\ude04 If you want the least effort, track the big meals and call it a win. If your goal is fat loss and weekends tend to be where things go off-track, even a rough log on those days can be super eye-opening.<\/p>\n<p>The key is consistency, not perfection.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/RVZFKVC4T55QDS\" class=\"app-title\">Undiscord<\/a><\/p>\n<div class=\"one-liner\">Bulk leave discord servers<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">160<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5e2e\u52a9\u7528\u6237\u6279\u91cf\u9000\u51faDiscord\u670d\u52a1\u5668\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728Discord\u4fa7\u8fb9\u680f\u56e0\u52a0\u5165\u8fc7\u591a\u670d\u52a1\u5668\u800c\u53d8\u5f97\u6742\u4e71\u3001\u624b\u52a8\u9010\u4e00\u9000\u51fa\u6548\u7387\u6781\u4f4e\u7684\u7ba1\u7406\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/f7f121cb-5894-4c7f-bc62-7cac119fb4ec.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=BmcVjYEQVGU\"><source src=\"https:\/\/www.youtube.com\/watch?v=BmcVjYEQVGU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb98f933-dcef-4fd4-8283-0f5a9d4020b6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/42922c34-7838-4cd9-9ac6-d5af2726d8ee.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4877c501-0ad8-4a9b-93e4-2f1532e9f80b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a837f164-9aae-4c5f-9229-e57741448989.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Browser Extensions<\/span><br \/>\n <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Discord\u7ba1\u7406\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u9000\u51fa<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u4fa7\u8fb9\u680f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u65ad\u820d\u79bb<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u8fd0\u884c<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u81ea\u4e3b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u89e3\u51b3\u5b9e\u9645\u75db\u70b9\u7684\u5b9e\u7528\u6027\uff0c\u5e76\u5bf9\u9690\u79c1\u5b89\u5168\u8bbe\u8ba1\u8868\u793a\u8ba4\u53ef\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u5e0c\u671b\u589e\u52a0\u670d\u52a1\u5668\u6d3b\u8dc3\u5ea6\u5206\u6790\u529f\u80fd\u4ee5\u8f85\u52a9\u51b3\u7b56\uff0c\u5e76\u6301\u7eed\u5f3a\u8c03\u5bf9\u5de5\u5177\u5b89\u5168\u6027\u7684\u4fe1\u4efb\u81f3\u5173\u91cd\u8981\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u5c06\u76f8\u5173\u6d1e\u5bdf\u7eb3\u5165\u8def\u7ebf\u56fe\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Undiscord\u7684\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u6279\u91cf\u70b9\u51fb\u201d\u7684\u6548\u7387\u63d0\u5347\uff0c\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u5e73\u53f0\u751f\u6001\u884d\u751f\u7684\u4e00\u4e2a\u9690\u6027\u6210\u672c\uff1a\u6ce8\u610f\u529b\u503a\u3002Discord\u7684\u5f00\u653e\u5f0f\u52a0\u5165\u673a\u5236\u5bfc\u81f4\u4e86\u201c\u670d\u52a1\u5668\u81a8\u80c0\u201d\uff0c\u5176\u4ee3\u4ef7\u662f\u7528\u6237\u4fa7\u8fb9\u680f\u7684\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u901a\u77e5\u5931\u7075\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6ce8\u610f\u529b\u8d44\u6e90\u7684\u6301\u7eed\u8017\u6563\u3002\u8be5\u4ea7\u54c1\u5c06\u6e05\u7406\u884c\u4e3a\u4ece\u7e41\u7410\u7684\u3001\u53cd\u4eba\u6027\u7684\u7ebf\u6027\u64cd\u4f5c\uff0c\u7b80\u5316\u4e3a\u4e00\u4e2a\u53ef\u77ac\u95f4\u5b8c\u6210\u7684\u4eea\u5f0f\u6027\u52a8\u4f5c\uff0c\u964d\u4f4e\u4e86\u7528\u6237\u8fdb\u884c\u201c\u6570\u5b57\u7a7a\u95f4\u6574\u7406\u201d\u7684\u5fc3\u7406\u95e8\u69db\u548c\u884c\u52a8\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u9690\u79c1\u7b2c\u4e00\u201d\u7684\u8bbe\u8ba1\u539f\u5219\uff0c\u5c24\u5176\u662f\u5b8c\u5168\u672c\u5730\u8fd0\u884c\u3001\u4e0d\u89e6\u78b0\u4ee4\u724c\u548c\u51ed\u8bc1\uff0c\u5e76\u975e\u7b80\u5355\u7684\u8425\u9500\u8bdd\u672f\uff0c\u800c\u662f\u9488\u5bf9Discord\u5de5\u5177\u751f\u6001\u4fe1\u4efb\u7f3a\u5931\u73b0\u72b6\u7684\u7cbe\u51c6\u9632\u5fa1\u3002\u8fd9\u4f7f\u5176\u4e0e\u90a3\u4e9b\u8981\u6c42\u8fc7\u9ad8\u6743\u9650\u7684\u201c\u81ea\u673a\u5668\u4eba\u201d\u5f0f\u5de5\u5177\u5212\u6e05\u4e86\u754c\u9650\uff0c\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u4e00\u4e2a\u589e\u5f3a\u578b\u6d4f\u89c8\u5668\u754c\u9762\uff0c\u800c\u975e\u4e00\u4e2a\u98ce\u9669\u672a\u77e5\u7684\u7b2c\u4e09\u65b9\u670d\u52a1\u3002\u8fd9\u79cd\u514b\u5236\u7684\u6280\u672f\u9009\u578b\uff0c\u662f\u5176\u83b7\u53d6\u65e9\u671f\u7528\u6237\u4fe1\u4efb\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u957f\u671f\u4ef7\u503c\u9762\u4e34\u5929\u82b1\u677f\u3002\u6838\u5fc3\u529f\u80fd\u5355\u4e00\uff0c\u6613\u88ab\u6a21\u4eff\u751a\u81f3\u88abDiscord\u5b98\u65b9\u529f\u80fd\u8986\u76d6\u3002\u7528\u6237\u53cd\u9988\u4e2d\u5173\u4e8e\u201c\u670d\u52a1\u5668\u5065\u5eb7\u5ea6\u5206\u6790\u201d\u7684\u5efa\u8bae\uff0c\u6070\u6070\u6307\u51fa\u4e86\u5176\u8fdb\u5316\u65b9\u5411\uff1a\u4ece\u7b80\u5355\u7684\u6279\u91cf\u6267\u884c\u5de5\u5177\uff0c\u5347\u7ea7\u4e3a\u57fa\u4e8e\u6570\u636e\u7684\u201c\u670d\u52a1\u5668\u5173\u7cfb\u7ba1\u7406\u201d\u987e\u95ee\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u7528\u6237\u6d3b\u8dc3\u5ea6\u4e0e\u793e\u533a\u6d3b\u8dc3\u5ea6\u7684\u5339\u914d\u5173\u7cfb\uff0c\u63d0\u4f9b\u667a\u80fd\u6e05\u7406\u5efa\u8bae\uff0c\u4ece\u800c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u5176\u4fe1\u606f\u6444\u5165\u8d28\u91cf\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6e05\u7406\u6570\u91cf\u3002\u552f\u6709\u4ece\u201c\u6267\u884c\u5c42\u201d\u8fc8\u5411\u201c\u51b3\u7b56\u8f85\u52a9\u5c42\u201d\uff0c\u6784\u5efa\u66f4\u6df1\u7684\u62a4\u57ce\u6cb3\uff0c\u624d\u80fd\u907f\u514d\u5728\u89e3\u51b3\u4e00\u4e2a\u75db\u70b9\u540e\uff0c\u81ea\u8eab\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u88ab\u6279\u91cf\u6e05\u7406\u7684\u201c\u4e00\u6b21\u6027\u5de5\u5177\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Undiscord<\/span>\n <\/div>\n<div class=\"comment-content\">Undiscord shows you all your Discord servers in one place and lets you bulk leave the ones you no longer need, safely and privately.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I\u2019m Shaan, the maker of Undiscord.<\/p>\n<p>I built Undiscord because my Discord sidebar became a mess over time, dozens (sometimes hundreds) of servers from experiments, communities, events, and one-off invites. Leaving them one-by-one is painfully slow, and it\u2019s the kind of thing you keep postponing.<\/p>\n<p>So I built Undiscord to make it instant. It lets you bulk leave Discord servers in a few clicks, so you can clean up your account and get Discord back under control.<\/p>\n<p>A few principles I cared about while building it:<br \/>\nFast + simple: no fluff, just get the job done<br \/>\nPrivacy-first: everything runs on your device<br \/>\nSafe cleanup: review servers before leaving, so you don\u2019t remove anything important by mistake<\/p>\n<p>Undiscord helps you keep Discord intentional: stay in the servers you actually care about, remove the rest, and make notifications relevant again.<\/p>\n<p>I\u2019d love feedback from the community:<br \/>\nWhat\u2019s the #1 thing you\u2019d want before trusting a bulk-leave tool?<br \/>\nWhat features would you like to see next?<br \/>\nAny other Discord pain you wish existed a tool for?<\/p>\n<p>I\u2019ll be here all day, happy to answer questions and ship improvements quickly.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>@madebyshaan awesome app! I was in so many Discord servers and kept thinking, ‘Do I really have to click on every single one to leave?’ I used to have to leave them all individually and it was such a pain, but now I can just use your app. Very nice idea!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 Undiscord is a super practical way to declutter overloaded Discord sidebars while staying private and in control.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Hi Zeiki! I really appreciate that, thank you. That\u2019s exactly what Undiscord is built for, making Discord feel calm again, a clean sidebar, full control, and no compromise on privacy. And honestly, being able to use notifications meaningfully again (instead of getting buried) is the biggest win for me.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Yeah! Simple, powerful, super useful. Glad to see something like this!! All the best<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> Hey thank you so so much, Germ\u00e1n! I really appreciate it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does it also show my activity in the channels (where I was least active) and how the Discord community is active in general? I am in many dead Discord channels from 2021 (you know that NFT mania), but there are also Discords that I am not so active, but people are active and information inside could be valuable for the future.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi Nika! Thank you so much for checking out Undiscord! We don\u2019t support channel-level activity insights yet (like where you were least active), but that\u2019s a really valuable idea!<\/p>\n<p>We can definitely add this to the roadmap, and we could start with a practical \u201cserver health\u201d signal like <strong>online users vs total members<\/strong>, then expand into deeper channel\/activity insights over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A lot of \u201cDiscord cleanup\u201d tools lose trust because they ask for tokens, broad permissions, or feel like self-bot automation. What specific design choices did you make to stay on the safe, privacy-first side?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Hi Curious Kitty! Absolutely, and I agree, a lot of cleanup tools feel sketchy!<\/p>\n<\/p>\n<p>Undiscord was designed specifically to avoid all of that:<\/p>\n<ul>\n<li>\n<p><strong>No tokens, ever.<\/strong> We never ask for your Discord token, password, or any account credentials.<\/p>\n<\/li>\n<li>\n<p><strong>No login.<\/strong> There\u2019s no Undiscord account, no sign-in flow, nothing to \u201cconnect\u201d.<\/p>\n<\/li>\n<li>\n<p><strong>Runs 100% locally.<\/strong> Everything happens in your browser on your machine, not on a server.<\/p>\n<\/li>\n<li>\n<p><strong>Zero data collection.<\/strong> No tracking, no analytics, no telemetry, not even usage stats.<\/p>\n<\/li>\n<li>\n<p><strong>Uses Discord\u2019s official web interface.<\/strong> Leaving servers happens the same way you\u2019d do it manually, Undiscord just saves you the repetitive clicking.<\/p>\n<\/li>\n<\/ul>\n<p>In other words, it\u2019s intentionally the boring, privacy-first approach: no invasive permissions, no automation that tries to \u201cbe Discord\u201d, and nothing leaving your device.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I can finally leave all those web3 servers now TT__T. Thank you for making this, <a href=\"https:\/\/www.producthunt.com\/@madebyshaan\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"madebyshaan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madebyshaan<\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabe<\/a> Yesss! Haha the Web3 server era was truly a canon event. I\u2019m so happy Undiscord can finally set you free \ud83d\ude02 Thanks a ton for the support, Gabe, seriously! It means a lot coming from you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a god send. I have what seems like a billion of servers from one-time use or old communities and it’s always so tedious spring cleaning it all<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Worked flawlessly out of the box. Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/OIKJFCWUCYMEIR\" class=\"app-title\">Ekamoira Google Search Console MCP<\/a><\/p>\n<div class=\"one-liner\">Query Search Console in Claude & ChatGPT<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">143<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u65e0\u9700\u5bfc\u51faCSV\u3001\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u76f4\u63a5\u67e5\u8be2Google Search Console\u6570\u636e\u7684MCP\u670d\u52a1\u5668\u5de5\u5177\uff0c\u4e3aSEO\u4ece\u4e1a\u8005\u5728\u65e5\u5e38\u6570\u636e\u5206\u6790\u573a\u666f\u4e2d\u89e3\u51b3\u4e86\u6570\u636e\u83b7\u53d6\u7e41\u7410\u3001\u4ea4\u4e92\u6548\u7387\u4f4e\u4e0b\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3cb84d78-387f-4edb-bf2d-70c0be84ee99.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b76c7f23-7882-4e41-a3e3-8b60e911462f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb85dd12-7678-49b5-843e-ad6d3e5548c6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2a28c47c-068d-45b2-a8b5-0fe2c22ea969.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b6c581dc-8720-4e76-969c-fee3d04cfd98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7b79da9a-06de-45cd-9a13-baa2cb7fd369.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0b6d6464-3b0a-4ab5-931f-be6c6dd64402.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/e8042d20-46a6-4df9-9fd3-de5171b3df9a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/h518OwlMJaM\"><source src=\"https:\/\/youtu.be\/h518OwlMJaM\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">SEO<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SEO\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Google Search Console<\/span><br \/>\n <span class=\"tag\">AI\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">MCP\u670d\u52a1\u5668<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u641c\u7d22\u5f15\u64ce\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u5316\u4e86\u7e41\u7410\u7684OAuth\u548c\u7ec8\u7aef\u914d\u7f6e\u6d41\u7a0b\uff0c\u8ba4\u4e3a\u201c\u6d88\u9664\u8bbe\u7f6e\u969c\u788d\u201d\u662f\u5173\u952e\u4ef7\u503c\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5305\u62ec\uff1a\u4e0eClaude\u7b49AI\u5de5\u5177\u7684\u517c\u5bb9\u6027\u3001\u591a\u7ad9\u70b9\u7ba1\u7406\u80fd\u529b\uff0c\u4ee5\u53ca\u5982\u4f55\u4ece\u201c\u4e00\u6b21\u6027\u65b0\u5947\u5de5\u5177\u201d\u8f6c\u5316\u4e3a\u53ef\u6301\u7eed\u7684\u65e5\u5e38SEO\u5de5\u4f5c\u6d41\u7ec4\u6210\u90e8\u5206\u3002\u521b\u59cb\u4eba\u56de\u590d\u63d0\u4f9b\u4e86\u5177\u4f53\u7684\u4f7f\u7528\u573a\u666f\u548c\u7c98\u6027\u6784\u5efa\u65b9\u6cd5\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Ekamoira\u7684\u672c\u8d28\uff0c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u4f53\u9a8c\u91cd\u6784\u3002\u5b83\u654f\u9510\u5730\u523a\u4e2d\u4e86SEO\u5de5\u4f5c\u6d41\u4e2d\u4e00\u4e2a\u9648\u65e7\u5374\u987d\u56fa\u7684\u201c\u6697\u4f24\u201d\uff1a\u6570\u636e\u53ef\u89c1\u6027\u4e0e\u53ef\u7528\u6027\u4e4b\u95f4\u7684\u5de8\u5927\u9e3f\u6c9f\u3002Google Search Console\u4f5c\u4e3a\u6838\u5fc3\u6570\u636e\u6e90\uff0c\u5176\u539f\u751f\u754c\u9762\u548c\u5bfc\u51fa\u5206\u6790\u6d41\u7a0b\u7b28\u91cd\u4e0d\u582a\uff0c\u8feb\u4f7f\u4ece\u4e1a\u8005\u5728\u201c\u5bfc\u51faCSV-\u4e0a\u4f20AI-\u7ea0\u6b63\u5e7b\u89c9\u201d\u7684\u602a\u5708\u4e2d\u7a7a\u8f6c\u3002\u8be5\u4ea7\u54c1\u901a\u8fc7\u63d0\u4f9b\u6258\u7ba1\u7684MCP\u670d\u52a1\u5668\uff0c\u5c06\u6280\u672f\u590d\u6742\u6027\u5b8c\u5168\u5c01\u88c5\uff0c\u5b9e\u73b0\u4e86\u201c\u6388\u6743\u5373\u7528\u201d\u7684\u96f6\u6469\u64e6\u4f53\u9a8c\uff0c\u8fd9\u65e0\u7591\u662f\u5176\u6700\u7280\u5229\u7684\u7834\u5c40\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u5929\u82b1\u677f\uff0c\u5728\u4e8e\u80fd\u5426\u4ece\u201c\u67e5\u8be2\u6377\u5f84\u201d\u5347\u7ea7\u4e3a\u201c\u6d1e\u5bdf\u5f15\u64ce\u201d\u3002\u5f53\u524d\u5b83\u89e3\u51b3\u4e86\u201c\u95ee\u6570\u636e\u201d\u7684\u6548\u7387\u95ee\u9898\uff0c\u4f46\u7528\u6237\u6df1\u5c42\u9700\u6c42\u662f\u201c\u5f97\u6d1e\u89c1\u201d\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u907f\u514d\u6210\u4e3a\u4e00\u6b21\u6027\u65b0\u5947\u5de5\u5177\u201d\u7684\u63d0\u95ee\u5207\u4e2d\u8981\u5bb3\u3002\u4ea7\u54c1\u7684\u957f\u671f\u7c98\u6027\u5c06\u53d6\u51b3\u4e8e\uff1a\u5b83\u80fd\u5426\u57fa\u4e8e\u5bf9\u8bdd\u5386\u53f2\uff0c\u6784\u5efa\u8fde\u8d2f\u7684\u3001\u53ef\u8ffd\u8e2a\u7684SEO\u5b9e\u9a8c\u53d9\u4e8b\uff08\u5982A\/B\u6d4b\u8bd5\u6807\u9898\u4e0eCTR\u53d8\u5316\u7684\u5173\u8054\u5206\u6790\uff09\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u63d0\u4f9b\u79bb\u6563\u7684\u95ee\u7b54\u3002\u5176\u201c\u6258\u7ba1\u201d\u6a21\u5f0f\u5728\u5e26\u6765\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u4e5f\u57cb\u4e0b\u4e86\u6570\u636e\u5b89\u5168\u4e0e\u5408\u89c4\u7684\u6f5c\u5728\u987e\u8651\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u7ba1\u7406\u5927\u91cf\u5ba2\u6237\u7ad9\u70b9\u7684\u673a\u6784\u7528\u6237\uff0c\u8fd9\u662f\u5176\u5546\u4e1a\u5316\u8fdb\u7a0b\u4e2d\u5fc5\u987b\u900f\u660e\u5316\u3001\u4e13\u4e1a\u5316\u5e94\u5bf9\u7684\u547d\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b80\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u6b3e\u5728\u6b63\u786e\u65f6\u673a\u3001\u4ee5\u6781\u7b80\u65b9\u5f0f\u89e3\u51b3\u8868\u9762\u75db\u70b9\u7684\u4f18\u79c0\u4ea7\u54c1\u3002\u4f46\u82e5\u8981\u4ece\u5c0f\u4f17\u6548\u7387\u5de5\u5177\u8fc8\u5411SEO\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\uff0c\u5b83\u5fc5\u987b\u8bc1\u660e\u81ea\u5df1\u80fd\u7406\u89e3\u6570\u636e\u80cc\u540e\u7684\u4e1a\u52a1\u903b\u8f91\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7406\u89e3\u7528\u6237\u63d0\u95ee\u7684\u8bed\u4e49\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Ekamoira Google Search Console MCP<\/span>\n <\/div>\n<div class=\"comment-content\">You know the drill: Export CSV from Search Console. Upload to ChatGPT. Watch it hallucinate your data. Cry. Repeat. We fixed that. We built this for SEOs who just want to ask questions. Connect your Google account and it’s done. Works with Claude, ChatGPT and Cursor instantly. Just ask: – “Why did my traffic drop last Tuesday?” – “Which pages have high impressions but low CTR?” – “Is Google even indexing my new pages?” 30-day free trial. No terminal commands. Zero credit cards harmed.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunters! \ud83d\udc4b<\/p>\n<p>I’m Christian, co-founder of Ekamoira. We built this because existing GSC MCP servers drove us crazy.<\/p>\n<p>Setting up OAuth, downloading JSON files, configuring paths in your terminal… just to ask “what keywords drove traffic last week?” It felt broken.<\/p>\n<p>So we made a hosted version: connect Google and you’re done. The MCP server runs on our end. Works with Claude.ai, ChatGPT, Cursor or whatever you’re using.<\/p>\n<p>We’re giving everyone a free 30-day trial. Would love your feedback on what tools or queries would make this even more useful for your SEO workflow.<\/p>\n<p>What’s the first question you’d ask your Search Console data? \ud83d\udc47<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_gaugeler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_gaugeler<\/a> Congrats on the launch. This sounds cool! Possible to use it with Claude as well? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_gaugeler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_gaugeler<\/a> Removing setup friction is huge\u2014most SEO pain comes from not being able to ask the right question fast enough.<br \/>We\u2019ve run into the same \u201cdata is there but hard to use\u201d problem while building infra like GTWY <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_gaugeler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_gaugeler<\/a> Finally, a clean way to talk to Search Console without jumping through setup hoops.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations to the whole team at Ekamoria. You are solving a great problem!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rahul_aluri\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahul_aluri<\/a> Thank Rahul. Appreciate it a lot!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rahul_aluri\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahul_aluri<\/a> thank you very much \ud83d\ude4f\ud83c\udffb\ud83d\ude0a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing! Good luck folks \ud83d\ude80\ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nikhil_moorjani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikhil_moorjani<\/a> thank you so much \ud83d\ude4f\ud83c\udffb Really appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">In practice, what does a \u201csuccessful\u201d adoption look like for an SEO team\u2014what are the first questions users ask, what outputs do they copy into their workflow, and how do you avoid this becoming a one-off novelty instead of a daily tool?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> <\/p>\n<p>Insights from clients’ use cases: <\/p>\n<p> <\/p>\n<p><strong>First questions every morning:<\/strong> <\/p>\n<p>– “Which pages are position 1-10 but getting 0 clicks?” (we found 28 of these last week) <\/p>\n<p>– “Are there any www vs non-www duplicates splitting my impressions?” <\/p>\n<p>– “Did the meta title change from Tuesday actually improve CTR?” <\/p>\n<p> <\/p>\n<p><strong>What actually gets copied into workflow:<\/strong> <\/p>\n<p>The output goes straight into a progress doc. Example: we had a page with 1,879 impressions at 0.05% CTR. Asked Claude to rewrite the title, tracked it, checked back 4 days later. Position held, CTR moved. <\/p>\n<p><strong>How it becomes daily vs one-off:<\/strong> <\/p>\n<p>It’s the tracking. We run the same queries weekly: “compare this week vs last week for these 5 pages.” Claude remembers what you changed and when, so you’re not starting fresh. <\/p>\n<\/p>\n<p>The stickiness comes from follow-up, not the initial report. “That page I fixed Tuesday – what happened?” is more useful than “give me all my data.” <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launch \u2014 love how this makes GSC insights actually fast and usable.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thanks! appreciate it. Looking forward to feedback once you have had a chance to use it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I am not an SEO expert but the simplicity feels intuitive and encouraging<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zahran_dabbagh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zahran_dabbagh<\/a> – thanks man! let us know your feedback once you have had a chance to use it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch \ud83c\udf89 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Thanks a lot! appreciate the support<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this! Immediate answers from Search Console data without CSV chaos, exactly what busy SEOs need.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@leotrim_lota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leotrim_lota<\/a> Appreciate it – exactly what we built it for. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I run an agency. Can I manage multiple properties at once? We manage like 50 sites and GSC is painful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nandini_choudhury1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nandini_choudhury1<\/a> – Yes! You can select which property to use and switch between them easily from the settings. Each time you connect, you pick the property you want to work with. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5GKUJYWJ2SMFHJ\" class=\"app-title\">Lyra Music<\/a><\/p>\n<div class=\"one-liner\">Simple and free music discovery based on how you feel<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">115<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Lyra\u662f\u4e00\u6b3e\u57fa\u4e8e\u60c5\u7eea\u3001\u514d\u8d39\u4e14\u7b80\u6d01\u7684\u97f3\u4e50\u53d1\u73b0\u5e94\u7528\uff0c\u5141\u8bb8\u7528\u6237\u4eceSpotify\u548cYouTube\u5bfc\u5165\u6b4c\u5355\u5e76\u65e0\u5e7f\u544a\u6536\u542c\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4e3b\u6d41\u5e73\u53f0\u9762\u4e34\u8ba2\u9605\u538b\u529b\u3001\u5e7f\u544a\u5e72\u6270\u548c\u6b4c\u5355\u8fc1\u79fb\u56f0\u96be\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8704566d-ab27-4b6b-b681-53c1fede777b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9cfa277-d721-4361-9a47-21472f172832.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3bfe50a2-ac47-4002-bc39-28730f02a271.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b0f2d64a-6d9e-4d4f-b04f-a84de2f8d63a.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/sDZ-RSQvwG4?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/sDZ-RSQvwG4?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Music<\/span><br \/>\n <span class=\"tag\">Spotify<\/span><br \/>\n <span class=\"tag\">YouTube<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u97f3\u4e50\u6d41\u5a92\u4f53<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u97f3\u4e50\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u6b4c\u5355\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e7f\u544a\u64ad\u653e<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u5316\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u7b80\u6d01\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5c0f\u578b\u72ec\u7acb\u56e2\u961f<\/span><br \/>\n <span class=\"tag\">\u57fa\u4e8eYouTube\u97f3\u9891<\/span><br \/>\n <span class=\"tag\">\u9ad8\u97f3\u8d28\u53ef\u9009<\/span><br \/>\n <span class=\"tag\">\u900f\u660e\u5316\u8fd0\u8425<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u7b80\u6d01\u3001\u65e0\u5e7f\u544a\u4f53\u9a8c\u548c\u6b4c\u5355\u5bfc\u5165\u529f\u80fd\u3002\u6838\u5fc3\u8d28\u7591\u96c6\u4e2d\u4e8e\u5176\u957f\u671f\u5546\u4e1a\u6a21\u5f0f\u3001\u4e0eSpotify\u7684\u5dee\u5f02\u5316\u7ade\u4e89\u529b\uff0c\u4ee5\u53ca\u5982\u4f55\u786e\u4fdd\u827a\u672f\u5bb6\u6743\u76ca\u3002\u5f00\u53d1\u56e2\u961f\u56de\u5e94\u5176\u4f9d\u8d56YouTube\u7684\u7248\u6743\u4e0e\u5206\u6210\u7cfb\u7edf\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Lyra Music\u7684\u201c\u514d\u8d39\u65e0\u5e7f\u544a\u201d\u53e3\u53f7\u770b\u4f3c\u76f4\u51fbSpotify\u7b49\u5e73\u53f0\u7684\u4ed8\u8d39\u5899\u75db\u70b9\uff0c\u4f46\u5176\u4ea7\u54c1\u672c\u8d28\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u7cbe\u5fc3\u5305\u88c5\u7684\u201cYouTube\u97f3\u4e50\u524d\u7aef\u4f18\u5316\u5668\u201d\u3002\u5176\u5ba3\u79f0\u7684\u6838\u5fc3\u4ef7\u503c\u2014\u2014\u81ea\u7531\u3001\u7b80\u6d01\u3001\u65e0\u8ba2\u9605\u2014\u2014\u5b9e\u9645\u4e0a\u5efa\u7acb\u5728\u5c06\u7248\u6743\u6210\u672c\u548c\u5546\u4e1a\u6a21\u5f0f\u98ce\u9669\u5b8c\u5168\u8f6c\u5ac1\u7ed9YouTube\u751f\u6001\u7684\u57fa\u7840\u4e0a\u3002\u8fd9\u5e76\u975e\u771f\u6b63\u7684\u6a21\u5f0f\u521b\u65b0\uff0c\u800c\u662f\u4e00\u79cd\u5de7\u5999\u7684\u5bc4\u751f\u4e0e\u4f53\u9a8c\u91cd\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u5438\u5f15\u529b\u5728\u4e8e\u201c\u65e0\u7f1d\u8fc1\u79fb\u201d\u5e26\u6765\u7684\u7528\u6237\u8f6c\u6362\u4f4e\u6210\u672c\uff0c\u4ee5\u53ca\u53bb\u5e7f\u544a\u5e26\u6765\u7684\u77ac\u65f6\u6e05\u723d\u611f\u3002\u7136\u800c\uff0c\u8fd9\u6070\u6070\u6784\u6210\u4e86\u5176\u6700\u5927\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\uff1a\u5176\u4e00\uff0c\u5176\u5b58\u5728\u9ad8\u5ea6\u4f9d\u8d56YouTube API\u653f\u7b56\u7684\u7a33\u5b9a\u6027\uff0c\u81ea\u8eab\u6beb\u65e0\u62a4\u57ce\u6cb3\uff1b\u5176\u4e8c\uff0c\u5b83\u5e76\u672a\u89e3\u51b3\u97f3\u4e50\u4ea7\u4e1a\u7684\u6838\u5fc3\u6210\u672c\u95ee\u9898\uff0c\u6240\u8c13\u201c\u514d\u8d39\u201d\u53ea\u662f\u5bf9\u7528\u6237\u4fa7\u514d\u8d39\uff0c\u5176\u201c\u57fa\u4e8eYouTube\u64ad\u653e\u201d\u7684\u56de\u5e94\uff0c\u627f\u8ba4\u4e86\u81ea\u8eab\u5728\u7248\u6743\u4e0e\u827a\u672f\u5bb6\u8865\u507f\u4f53\u7cfb\u4e2d\u7684\u88ab\u52a8\u89d2\u8272\uff0c\u8fd9\u4e0e\u5176\u201c\u900f\u660e\u3001\u4e13\u6ce8\u201d\u7684\u56e2\u961f\u5f62\u8c61\u5b58\u5728\u5fae\u5999\u77db\u76fe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u533a\u7684\u5c16\u9510\u63d0\u95ee\u5207\u4e2d\u8981\u5bb3\uff1a\u5f53Lyra\u4ec5\u4ec5\u662f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u66f4\u5e72\u51c0\u7684\u64ad\u653e\u754c\u9762\u548c\u5bfc\u5165\u5de5\u5177\uff0c\u800c\u65e0\u6cd5\u5728\u97f3\u4e50\u53d1\u73b0\u7b97\u6cd5\u3001\u793e\u533a\u751f\u6001\u6216\u72ec\u5bb6\u5185\u5bb9\u4e0a\u4e0e\u5de8\u5934\u7ade\u4e89\u65f6\uff0c\u7528\u6237\u957f\u671f\u201c\u5207\u6362\u5e76\u7559\u4e0b\u201d\u7684\u7406\u7531\u6781\u5176\u8106\u5f31\u3002\u5b83\u7684\u76ee\u6807\u7528\u6237\u53ef\u80fd\u662f\u90a3\u4e9b\u5bf9\u4ef7\u683c\u6781\u5ea6\u654f\u611f\u3001\u538c\u6076\u5e7f\u544a\uff0c\u4e14\u6b4c\u5355\u4e3b\u8981\u57fa\u4e8eYouTube\/Spotify\u7684\u8f7b\u5ea6\u7528\u6237\uff0c\u4f46\u8fd9\u90e8\u5206\u7528\u6237\u7684\u5fe0\u8bda\u5ea6\u6700\u4f4e\u3002\u6240\u8c13\u201c\u53ef\u9009\u9ad8\u97f3\u8d28\u5347\u7ea7\u201d\u7684\u5546\u4e1a\u6a21\u5f0f\u8bbe\u60f3\uff0c\u5728\u5de8\u5934\u73af\u7ed5\u7684\u6218\u573a\u4e2d\u663e\u5f97\u676f\u6c34\u8f66\u85aa\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b80\u8a00\u4e4b\uff0cLyra\u662f\u4e00\u6b3e\u51fa\u8272\u7684\u201c\u4f53\u9a8c\u8865\u4e01\u201d\u578b\u4ea7\u54c1\uff0c\u7cbe\u51c6\u6355\u6349\u4e86\u73b0\u6709\u751f\u6001\u7684\u5c40\u90e8\u4f53\u9a8c\u6d3c\u5730\u3002\u4f46\u5b83\u66f4\u50cf\u4e00\u4e2a\u4f18\u96c5\u7684\u201c\u529f\u80fd\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u201c\u4ea7\u54c1\u201d\u3002\u5176\u957f\u671f\u751f\u5b58\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u56e2\u961f\u7684\u6267\u884c\u529b\uff0c\u66f4\u53d6\u51b3\u4e8eYouTube\u7684\u5bb9\u5fcd\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u5de8\u5934\u53cd\u5e94\u8fc7\u6765\u3001\u8fc5\u901f\u8865\u4e0a\u8fd9\u4e2a\u4f53\u9a8c\u7f3a\u53e3\u4e4b\u524d\uff0c\u627e\u5230\u81ea\u5df1\u4e0d\u53ef\u66ff\u4ee3\u7684\u72ec\u7279\u4ef7\u503c\u3002\u5426\u5219\uff0c\u201c\u514d\u8d39\u201d\u7ec8\u5c06\u6210\u4e3a\u5176\u65e0\u6cd5\u627f\u8f7d\u4e4b\u91cd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Lyra Music<\/span>\n <\/div>\n<div class=\"comment-content\">Lyra is a music app built for simplicity and freedom. Import playlists from Spotify and YouTube, listen without ads or interruptions, and enjoy the music you love. The app is completely free, the only optional upgrade is higher audio quality. No locked features, no tricks, just music. Built by a small team focused on transparency, Lyra lets you enjoy your playlists your way.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">My friends and I built Lyra, a music app designed around a simple idea: listening to music shouldn\u2019t require a subscription.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone compares Lyra to Spotify\/YouTube Music on one side and free YouTube-based music players on the other, what are the 2\u20133 differences that actually matter in daily use\u2014and what\u2019s the clearest reason a user would switch and stick?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> <br \/>On top of that, we really care about our community. Many features, like playlist importing were suggested and refined thanks to feedback from our Reddit and Discord channels.<br \/>Last but not least, we\u2019re a small, apolitical team focused on keeping music separate from the controversial decisions made by big corporations these days.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Download button is not working on the website, also for music industry, cashflow is a necessity to pay for licencing fees.<br \/>first question: How do you plan to monetize your app? <br \/>Everyone’s using spotify and they do not seem to be bothered by subs.<\/p>\n<p>second question: Why would they stop using spotify and use your app instead? <\/p>\n<p>My recommendation: Iterate the product till the point where Lyra offers a useful(for its target audience) feature that spotify does not. <\/p>\n<p>For now, Lyra seems to be free spotify and subscription is not a problem of spotify users.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really liking Lyra so far, feels super clean, no ads and the sound quality is solid. The playlist import thing is a lifesaver too, saves me from rebuilding everything from YT. One thing I\u2019m curious about though: since everything is free and there are no ads, how does Lyra plan to sustain itself long\u2011term? Would love to understand the revenue model or future roadmap. <\/p>\n<\/p>\n<p>Overall, great launch.. excited to see how this evolves!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats for the launch! <\/p>\n<p>Quick question: How does Lyra handle artist and author rights to ensure fair compensation and proper licensing while keeping it free for listeners? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ddu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddu<\/a> <br \/>Hi! <br \/>Thank you!<\/p>\n<p>The app is based on <strong>YouTube<\/strong>, so every stream is a standard YouTube playback. This means:<\/p>\n<ul>\n<li>\n<p>Each listen counts as a view on YouTube<\/p>\n<\/li>\n<li>\n<p>YouTube is responsible for licensing, copyright management, and royalty distribution<\/p>\n<\/li>\n<li>\n<p>Artists and rights holders are compensated through YouTube\u2019s existing systems<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/U62CCN2HFODKDY\" class=\"app-title\">Redlight Greenlight for Claude Code<\/a><\/p>\n<div class=\"one-liner\">Accept or reject Claude Code permission from anywhere on Mac<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">109<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u8fd9\u662f\u4e00\u6b3emacOS\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u60ac\u6d6e\u7a97\u76f4\u63a5\u663e\u793aClaude Code\u7684\u6743\u9650\u8bf7\u6c42\uff0c\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u5207\u6362\u7ec8\u7aef\u7a97\u53e3\u7684\u573a\u666f\u4e0b\u5feb\u901f\u5ba1\u6279\u6216\u62d2\u7edd\u547d\u4ee4\uff0c\u89e3\u51b3\u4e86AI\u7f16\u7a0b\u52a9\u624b\u5de5\u4f5c\u6d41\u88ab\u9891\u7e41\u6253\u65ad\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd025b26-9530-4846-8e53-9994b2a9110e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3be2857f-7ef4-493d-a914-b2355ef0c97a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/81e8ea89-78e6-4fa4-b23d-6d3200fe428a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/MzWnafB2t8M\"><source src=\"https:\/\/youtu.be\/MzWnafB2t8M\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u6743\u9650\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u60ac\u6d6e\u7a97<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u5feb\u6377\u952e<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u5207\u6362<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u6d88\u9664\u5fae\u5c0f\u6469\u64e6\u3001\u4fdd\u62a4\u4e13\u6ce8\u529b\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u6709\u6548\u8bc4\u8bba\u6307\u51fa\u8fd9\u662f\u201c\u5de8\u5927\u7684\u7d2f\u79ef\u6210\u672c\u8282\u7701\u201d\uff0c\u5e76\u8d5e\u626c\u952e\u76d8\u5feb\u6377\u952e\u548c\u961f\u5217\u5904\u7406\u8bbe\u8ba1\u3002\u540c\u65f6\u6709\u8bc4\u8bba\u6df1\u5165\u63a2\u8ba8\u4e86\u6743\u9650\u51b3\u7b56\u6240\u9700\u7684\u5b89\u5168\u4e0a\u4e0b\u6587\uff08\u5982\u547d\u4ee4\u3001\u8def\u5f84\u3001\u98ce\u9669\u63d0\u793a\uff09\uff0c\u5bf9\u4ea7\u54c1\u4fe1\u606f\u5c55\u793a\u7684\u5b8c\u5907\u6027\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Redlight Greenlight \u8868\u9762\u4e0a\u89e3\u51b3\u7684\u662f\u201c\u51cf\u5c11\u4e00\u6b21\u70b9\u51fb\u201d\u7684\u5fae\u5c0f\u4ea4\u4e92\u95ee\u9898\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5bf9\u201c\u4eba\u673a\u534f\u4f5c\u6d41\u201d\u4e2d\u9690\u6027\u6210\u672c\u7684\u624b\u672f\u5200\u5f0f\u5207\u5272\u3002\u5728AI\u7f16\u7801\u4ee3\u7406\u65e5\u76ca\u666e\u53ca\u7684\u5f53\u4e0b\uff0c\u5176\u6838\u5fc3\u77db\u76fe\u5e76\u975e\u80fd\u529b\u4e0d\u8db3\uff0c\u800c\u662f\u4fe1\u4efb\u6469\u64e6\u4e0e\u5de5\u4f5c\u6d41\u65ad\u88c2\u3002\u4ea7\u54c1\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u5ba1\u6279\u73af\u8282\u8fd9\u4e00\u5173\u952e\u963b\u585e\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u5e76\u975e\u7b80\u5355\u7684\u901a\u77e5\u589e\u5f3a\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u51b3\u7b56\u4e2d\u7ee7\u7ad9\u201d\u3002\u5176\u4ef7\u503c\u5c42\u7ea7\u662f\u9012\u8fdb\u7684\uff1a\u7b2c\u4e00\u5c42\u662f\u663e\u6027\u7684\u6548\u7387\u63d0\u5347\uff0c\u901a\u8fc7\u5168\u5c40\u60ac\u6d6e\u548c\u952e\u76d8\u5feb\u6377\u952e\uff0c\u5c06\u539f\u672c\u9700\u8981\u5bfb\u627e\u7a97\u53e3\u3001\u5207\u6362\u4e0a\u4e0b\u6587\u3001\u70b9\u51fb\u786e\u8ba4\u7684\u591a\u6b65\u64cd\u4f5c\u538b\u7f29\u4e3a\u4e00\u6b21\u6761\u4ef6\u53cd\u5c04\u5f0f\u7684\u6309\u952e\uff1b\u7b2c\u4e8c\u5c42\u662f\u6d41\u7a0b\u53ef\u89c6\u5316\uff0c\u5c06\u539f\u672c\u53ef\u80fd\u88ab\u9057\u5fd8\u5728\u540e\u53f0\u7684\u7b49\u5f85\u8bf7\u6c42\u961f\u5217\u5316\uff0c\u907f\u514d\u4e86\u56e0\u758f\u5ffd\u5bfc\u81f4\u7684\u6d41\u7a0b\u505c\u6ede\uff1b\u7b2c\u4e09\u5c42\uff0c\u4e5f\u662f\u6700\u5177\u8fdc\u89c1\u7684\u4e00\u5c42\uff0c\u662f\u5b83\u4e3a\u672a\u6765\u66f4\u590d\u6742\u7684\u201cAI\u64cd\u4f5c\u5ba1\u8ba1\u201d\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u5f53\u524d\u7248\u672c\u5c55\u793a\u547d\u4ee4\u548c\u8def\u5f84\uff0c\u53ea\u662f\u5b89\u5168\u51b3\u7b56\u7684\u6700\u57fa\u7840\u4fe1\u606f\u3002\u6b63\u5982\u4e00\u4f4d\u8bc4\u8bba\u8005\u5c16\u9510\u6307\u51fa\u7684\uff0c\u5b89\u5168\u7684\u5feb\u901f\u51b3\u7b56\u9700\u8981\u66f4\u4e30\u5bcc\u7684\u4e0a\u4e0b\u6587\uff08\u5982\u5dee\u5f02\u6bd4\u5bf9\u3001\u98ce\u9669\u63d0\u793a\uff09\u3002\u8fd9\u66b4\u9732\u51fa\u4ea7\u54c1\u5f53\u524d\u7684\u5c40\u9650\uff0c\u4e5f\u6307\u660e\u4e86\u5176\u8fdb\u5316\u65b9\u5411\u2014\u2014\u4ece\u201c\u5ba1\u6279\u5de5\u5177\u201d\u8fc8\u5411\u201c\u5b89\u5168\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u62a4\u57ce\u6cb3\u503c\u5f97\u6df1\u601d\u3002\u5b83\u4e25\u91cd\u4f9d\u8d56Claude Code\u8fd9\u4e00\u5355\u4e00\u751f\u6001\uff0c\u529f\u80fd\u867d\u4e13\u7cbe\u4f46\u573a\u666f\u8106\u5f31\u3002\u5176\u6280\u672f\u5b9e\u73b0\u95e8\u69db\u53ef\u80fd\u4e0d\u9ad8\uff0c\u6613\u88ab\u540c\u7c7b\u4ea7\u54c1\u6a21\u4eff\u751a\u81f3\u88ab\u4e0a\u6e38\u5e73\u53f0\u539f\u751f\u96c6\u6210\u3002\u5b83\u7684\u957f\u671f\u751f\u5b58\u4e4b\u9053\uff0c\u6216\u8bb8\u5728\u4e8e\u6df1\u8015\u201cAI\u64cd\u4f5c\u5b89\u5168\u201d\u8fd9\u4e00\u5782\u76f4\u9886\u57df\uff0c\u6269\u5c55\u652f\u6301\u66f4\u591aAI\u667a\u80fd\u4f53\uff0c\u5e76\u6784\u5efa\u66f4\u5f3a\u5927\u7684\u4e0a\u4e0b\u6587\u5206\u6790\u4e0e\u98ce\u9669\u9884\u8b66\u80fd\u529b\uff0c\u4ece\u201c\u4fbf\u5229\u5de5\u5177\u201d\u8f6c\u578b\u4e3a\u201c\u5fc5\u5907\u62a4\u680f\u201d\u3002\u5728\u5f53\u524d\u9636\u6bb5\uff0c\u5b83\u662f\u4e00\u4e2a\u6781\u5176\u7cbe\u51c6\u3001\u5b8c\u6210\u5ea6\u9ad8\u7684\u75db\u70b9\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u80fd\u5426\u4ece\u4e00\u4e2a\u4f18\u79c0\u7684\u529f\u80fd\u70b9\u6210\u957f\u4e3a\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u4ea7\u54c1\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5c06\u89e3\u51b3\u5355\u4e00\u6469\u64e6\u70b9\u7684\u6d1e\u5bdf\uff0c\u6269\u5c55\u4e3a\u5bf9AI\u65f6\u4ee3\u4eba\u673a\u534f\u4f5c\u65b0\u8303\u5f0f\u7684\u7cfb\u7edf\u6027\u7406\u89e3\u4e0e\u6784\u5efa\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Redlight Greenlight for Claude Code<\/span>\n <\/div>\n<div class=\"comment-content\">A native macOS menu bar app that displays Claude Code permission requests in a floating overlay. Respond without switching to the terminal.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I built Redlight Greenlight because I was tired of constantly switching to my terminal every time Claude Code needed permission to run a command. Sometimes it also keeps awaiting for permission cause you forget about it, and it slows you down.<\/p>\n<p> Now I can:<br \/>\n \u2726 Accept or reject with keyboard shortcuts (Opt+Return \/ Opt+Esc), (Opt+D to Dismiss)<br \/>\n \u2726 See exactly what command Claude Code wants to run, and in which directory<br \/>\n \u2726 Handle multiple queued requests<br \/>\n \u2726 Keep the overlay anywhere on my screen<\/p>\n<p> It’s a simple tool that saves me dozens of context switches every day.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yogesharc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yogesharc<\/a> This is a great quality-of-life improvement. Tiny friction, huge cumulative cost.<\/p>\n<p>Removing terminal context switches and making approvals visible is exactly the kind of thing power users feel immediately. Keyboard shortcuts and queued requests are especially nice touches.<\/p>\n<p>I have seen the same pattern while building Curatora. Tools that quietly protect focus end up being the most valuable over time. Simple, sharp, and very practical.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When a permission request pops up, what context do you think a developer needs to make a safe decision in under a second (command, cwd, diff, risk cues, history)? How did you decide what to show (and what not to) in the overlay?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/M577TL7M3HUGLW\" class=\"app-title\">One Dot<\/a><\/p>\n<div class=\"one-liner\">Visualize your life in dots with a daily-updating wallpaper<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">106<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7iOS\u5feb\u6377\u6307\u4ee4\u81ea\u52a8\u751f\u6210\u5e76\u6bcf\u65e5\u66f4\u65b0\u58c1\u7eb8\u7684App\uff0c\u5c06\u6d41\u901d\u7684\u65f6\u95f4\u8f6c\u5316\u4e3a\u89c6\u89c9\u5706\u70b9\uff0c\u5728\u65e0\u9700\u901a\u77e5\u6253\u6270\u7684\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u79cd\u9759\u9ed8\u7684\u65f6\u95f4\u611f\u77e5\u4e0e\u751f\u547d\u53cd\u601d\u5de5\u5177\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9c611870-0b56-4c7a-8ee3-c4d5fff9673b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03ab9a83-80e3-46ee-822d-f13930b7863e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e71da08c-5a68-4f5e-83ca-40390d26a670.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f547576f-e929-4f0c-b922-30db0afe0dc7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Calendar<\/span><br \/>\n <span class=\"tag\">Wallpaper<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65f6\u95f4\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">iOS\u5feb\u6377\u6307\u4ee4<\/span><br \/>\n <span class=\"tag\">\u52a8\u6001\u58c1\u7eb8<\/span><br \/>\n <span class=\"tag\">Memento Mori<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6bcf\u65e5\u66f4\u65b0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5c06\u65f6\u95f4\u201c\u53ef\u89c6\u5316\u201d\u7684\u6838\u5fc3\u6982\u5ff5\uff0c\u8ba4\u4e3a\u5176\u8bbe\u8ba1\u6df1\u601d\u719f\u8651\u3002\u4e3b\u8981\u8ba8\u8bba\u96c6\u4e2d\u4e8e\u4f7f\u7528\u573a\u666f\u662f\u504f\u5411\u751f\u4ea7\u529b\u63d0\u9192\u8fd8\u662f\u751f\u547d\u53cd\u601d\uff08Memento Mori\uff09\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u5e76\u63d0\u53ca\u6709\u9ad8\u7ea7\u7248\u4fc3\u9500\u7801\u3002\u6709\u4e00\u6761\u8bc4\u8bba\u63d0\u53ca\u9690\u79c1\u62c5\u5fe7\uff0c\u4f46\u672a\u5177\u4f53\u8bf4\u660e\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n One Dot \u7684\u4ea7\u54c1\u903b\u8f91\u5de7\u5999\u5730\u6e38\u8d70\u5728\u201c\u6548\u7387\u7126\u8651\u201d\u4e0e\u201c\u5b58\u5728\u4e3b\u4e49\u5b89\u6170\u201d\u7684\u4ea4\u53c9\u5730\u5e26\u3002\u5b83\u6ca1\u6709\u9009\u62e9\u4e3b\u6d41\u65f6\u95f4\u7ba1\u7406\u8f6f\u4ef6\u7684\u901a\u77e5\u8f70\u70b8\u6216\u6570\u636e\u8ffd\u8e2a\u8def\u5f84\uff0c\u800c\u662f\u9000\u56de\u5230\u624b\u673a\u7cfb\u7edf\u6700\u5e95\u5c42\u3001\u6700\u9759\u6001\u7684\u89c6\u89c9\u5c42\u2014\u2014\u58c1\u7eb8\uff0c\u901a\u8fc7\u6bcf\u65e5\u4e00\u4e2a\u5706\u70b9\u7684\u6781\u7b80\u589e\u91cf\uff0c\u8fdb\u884c\u4e00\u79cd\u8fd1\u4e4e\u7985\u610f\u7684\u65f6\u95f4\u6697\u793a\u3002\u8fd9\u4f7f\u5176\u907f\u5f00\u4e86\u4e0e\u4e13\u6ce8\u7c7b\u5e94\u7528\u7684\u76f4\u63a5\u7ade\u4e89\uff0c\u8f6c\u800c\u6355\u83b7\u4e86\u90a3\u4e9b\u5bf9\u88ab\u52a8\u901a\u77e5\u611f\u5230\u75b2\u60eb\u3001\u53c8\u6e34\u671b\u5bf9\u65f6\u95f4\u6d41\u901d\u4fdd\u6709\u6301\u7eed\u89c9\u77e5\u7684\u9ad8\u654f\u611f\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u58c1\u5792\u4e0e\u98ce\u9669\u5747\u7cfb\u4e8eiOS\u5feb\u6377\u6307\u4ee4\u3002\u8fd9\u4f7f\u5176\u5f00\u53d1\u8f7b\u91cf\u3001\u65e0\u9700\u590d\u6742\u540e\u53f0\uff0c\u5b9e\u73b0\u4e86\u5ba3\u79f0\u7684\u201c\u81ea\u52a8\u66f4\u65b0\u201d\uff0c\u4f46\u4f53\u9a8c\u7684\u6d41\u7545\u5ea6\u548c\u7a33\u5b9a\u6027\u9ad8\u5ea6\u4f9d\u8d56\u82f9\u679c\u751f\u6001\u7684\u63a5\u53e3\u4e0e\u7528\u6237\u81ea\u8eab\u7684\u52a8\u624b\u80fd\u529b\uff0c\u8fd9\u65e0\u5f62\u4e2d\u8bbe\u7acb\u4e86\u4f7f\u7528\u95e8\u69db\u3002\u6240\u8c13\u7684\u201c\u9690\u79c1\u62c5\u5fe7\u201d\u8bc4\u8bba\u867d\u672a\u5c55\u5f00\uff0c\u5374\u7cbe\u51c6\u5730\u70b9\u51fa\u4e86\u6f5c\u5728\u7528\u6237\u7684\u5fc3\u7ed3\uff1a\u4e00\u6b3e\u9700\u8981\u64cd\u4f5c\u58c1\u7eb8\u7684\u5feb\u6377\u6307\u4ee4\uff0c\u5176\u6743\u9650\u8fb9\u754c\u7a76\u7adf\u5982\u4f55\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u4e0e\u7528\u6237\u7684\u4e92\u52a8\u53ef\u4ee5\u770b\u51fa\uff0c\u4ea7\u54c1\u7684\u6838\u5fc3\u5438\u5f15\u529b\u5e76\u975e\u5176\u6280\u672f\u591a\u4e48\u590d\u6742\uff0c\u800c\u662f\u5176\u5f15\u53d1\u7684\u201c\u5982\u4f55\u4f7f\u7528\u201d\u7684\u54f2\u5b66\u63a2\u8ba8\u2014\u2014\u662f\u97ad\u7b56\u6548\u7387\u7684\u8ba1\u6570\u5668\uff0c\u8fd8\u662f\u51dd\u89c6\u751f\u547d\u6709\u9650\u7684\u6c99\u6f0f\uff1f\u8fd9\u79cd\u5f00\u653e\u6027\u89e3\u8bfb\u6070\u6070\u662f\u5b83\u7684\u9b45\u529b\u6240\u5728\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5f3a\u70c8\u7684\u7406\u5ff5\u5bfc\u5411\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u589e\u957f\u7684\u5929\u82b1\u677f\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u9488\u5bf9\u7279\u5b9a\u5fc3\u667a\u7fa4\u4f53\u7684\u201c\u6570\u5b57\u62a4\u8eab\u7b26\u201d\uff0c\u800c\u975e\u666e\u9002\u6027\u5de5\u5177\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u7ef4\u6301\u6781\u7b80\u4e0e\u81ea\u52a8\u5316\u7684\u6838\u5fc3\u4f53\u9a8c\u4e4b\u5916\uff0c\u6784\u5efa\u66f4\u4e30\u5bcc\u7684\u89c6\u89c9\u81ea\u5b9a\u4e49\u6216\u6570\u636e\u7ef4\u5ea6\uff08\u5982\u5b63\u5ea6\u89c6\u56fe\uff09\uff0c\u4ee5\u6ee1\u8db3\u65e9\u671f\u91c7\u7eb3\u8005\u4e4b\u540e\u66f4\u5e7f\u6cdb\u7528\u6237\u7684\u4e2a\u6027\u5316\u8868\u8fbe\u9700\u6c42\uff0c\u800c\u4e0d\u81f3\u4e8e\u8ba9\u201c\u6bcf\u65e5\u4e00\u70b9\u201d\u7684\u65b0\u9c9c\u611f\u8fc5\u901f\u892a\u8272\u4e3a\u80cc\u666f\u566a\u97f3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">One Dot<\/span>\n <\/div>\n<div class=\"comment-content\">Transform time into visual art. Generate custom high-resolution wallpapers for memento mori and productivity tracking. One dot per day, visualized beautifully. One Dot turns your wallpaper into a daily-updating view of time. Instead of a static background, it shows days, weeks, months, or quarters as they pass. Built for iOS using Shortcuts, it updates automatically once per day. A simple way to keep time visible without notifications or tracking.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m the maker of One Dot.<\/p>\n<p>I built this after trying several wallpaper shortcuts and realizing they didn\u2019t support what I needed — like proper widget spacing, quarterly views, or flexible time visualization. So I made my own, keeping it minimal and automatic.<\/p>\n<p>One Dot uses iOS Shortcuts to update your wallpaper once per day, turning it into a simple, daily view of time passing.<\/p>\n<p>I\u2019d love feedback, especially from people who use Shortcuts, minimalist design, or reflective tools. I also have a few promo codes for the premium version if anyone wants to try it.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this idea \u2014 turning time into something <em>visible<\/em> rather than something that pings you is really thoughtful.<\/p>\n<p>Curious how people tend to use it most: as a productivity reminder, or more as a reflective \/ memento mori tool?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@louis_chen5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@louis_chen5<\/a> Exactly! That\u2019s the core idea — making time visible. \ud83d\ude42<\/p>\n<p>I guess, people use it in a mix of ways. I’m using it mostly on the reflective side, like a \u201cmemento mori\u201d — noticing how fast life moves and appreciating each day, and how much I have to get done. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, what an amazing, idea love it, congrats man \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aspiiire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aspiiire<\/a> Thank you! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the idea! There are some privacy concerns though <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eren_kiratli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eren_kiratli<\/a> Thank you! Could you elaborate?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Daniel, that frustration with existing shortcuts not supporting what you actually needed is relatable. Was there a specific wallpaper setup you tried that almost worked but missed something small enough to bug you every day?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Hey! Just needed something more than a regular wallpaper. \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WL7FP3RJCZ34LN\" class=\"app-title\">TabDog<\/a><\/p>\n<div class=\"one-liner\">macOS menu bar app for managing browser tabs and apps<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">99<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5f00\u6e90\u7684macOS\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u6781\u7b80\u5feb\u6377\u952e\u5e2e\u52a9\u7528\u6237\u5728\u6d77\u91cf\u5df2\u6253\u5f00\u7684\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\u548c\u5e94\u7528\u4e2d\u5feb\u901f\u641c\u7d22\u3001\u5207\u6362\u6216\u5173\u95ed\uff0c\u89e3\u51b3\u591a\u4efb\u52a1\u5904\u7406\u65f6\u7a97\u53e3\u6742\u4e71\u3001\u67e5\u627e\u6548\u7387\u4f4e\u4e0b\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e4b5904e-4ab7-400b-9c35-82b980aef002.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/93fe9d30-b042-47f5-a05a-cbd56246b797.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc31026d-ca3c-4f64-b12a-36541ecf0485.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u9875\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7a97\u53e3\u5207\u6362<\/span><br \/>\n <span class=\"tag\">\u5feb\u6377\u952e\u64cd\u4f5c<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4e3a\u89e3\u51b3\u81ea\u8eab\u6807\u7b7e\u9875\u6df7\u4e71\u95ee\u9898\u800c\u521b\u5efa\uff0c\u5f00\u6e90\u514d\u8d39\u3002\u7528\u6237\u53cd\u9988\u201c\u6700\u8fd1\u5173\u95ed\u6807\u7b7e\u9875\u201d\u4e0e\u4e00\u952e\u91cd\u5f00\u529f\u80fd\u8282\u7701\u4e86\u5927\u91cf\u65f6\u95f4\uff0c\u83b7\u5f97\u79ef\u6781\u8ba4\u53ef\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n TabDog\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u666e\u904d\u5b58\u5728\u7684\u6548\u7387\u75db\u70b9\uff1a\u6570\u5b57\u5de5\u4f5c\u73af\u5883\u4e0b\u7684\u201c\u6807\u7b7e\u9875\u7126\u8651\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9\u539f\u751f\u4ea4\u4e92\u903b\u8f91\u7684\u201c\u8f7b\u91cf\u4fee\u8865\u201d\u3002macOS\u4e0e\u6d4f\u89c8\u5668\u7684\u539f\u751f\u6807\u7b7e\u9875\u7ba1\u7406\u5728\u6570\u91cf\u6fc0\u589e\u540e\u4fbf\u663e\u4e4f\u529b\uff0cTabDog\u901a\u8fc7\u5168\u5c40\u641c\u7d22\u548c\u5feb\u6377\u952e\u8fd9\u4e00\u5bf9\u770b\u4f3c\u7b80\u5355\u7684\u7ec4\u5408\u62f3\uff0c\u5c06\u6563\u4e71\u7684\u65e0\u5e8f\u7a97\u53e3\u8f6c\u5316\u4e3a\u53ef\u5373\u65f6\u8c03\u7528\u7684\u6709\u5e8f\u5217\u8868\uff0c\u672c\u8d28\u4e0a\u662f\u4e3a\u6df7\u4e71\u7684\u4fe1\u606f\u6d41\u63d0\u4f9b\u4e86\u201c\u901f\u67e5\u7d22\u5f15\u201d\u529f\u80fd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u4f5c\u4e3a\u83dc\u5355\u680f\u5e94\u7528\uff0c\u5b83\u626e\u6f14\u7684\u662f\u201c\u6307\u6325\u4e2d\u5fc3\u201d\u89d2\u8272\uff0c\u5176\u6548\u80fd\u4e25\u91cd\u4f9d\u8d56\u7528\u6237\u5bf9\u5feb\u6377\u952e\u7684\u8bb0\u5fc6\u4e0e\u808c\u8089\u5f62\u6210\uff0c\u8fd9\u4e3a\u5927\u4f17\u7528\u6237\u8bbe\u7f6e\u4e86\u95e8\u69db\u3002\u5176\u201c\u5f00\u6e90\u514d\u8d39\u201d\u7684\u6a21\u5f0f\uff0c\u4e00\u65b9\u9762\u5438\u5f15\u4e86\u65e9\u671f\u6280\u672f\u5c1d\u9c9c\u8005\u5e76\u5efa\u7acb\u4e86\u53e3\u7891\uff08\u5982\u8bc4\u8bba\u4e2d\u5bf9\u201c\u91cd\u5f00\u6807\u7b7e\u9875\u201d\u529f\u80fd\u7684\u8d5e\u8d4f\uff09\uff0c\u4f46\u53e6\u4e00\u65b9\u9762\u4e5f\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u72ec\u7acb\u5de5\u5177\u7684\u6f5c\u5728\u5c40\u9650\u2014\u2014\u5b83\u66f4\u50cf\u662f\u5f00\u53d1\u8005\u4e2a\u4eba\u5de5\u4f5c\u6d41\u7684\u526f\u4ea7\u54c1\uff0c\u5728\u529f\u80fd\u6df1\u5ea6\u3001\u751f\u6001\u96c6\u6210\uff08\u5982\u4ec5\u9650macOS\uff09\u548c\u53ef\u6301\u7eed\u8fed\u4ee3\u4e0a\u5b58\u5728\u7591\u95ee\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728Alfred\u3001Raycast\u7b49\u8d85\u7ea7\u6548\u7387\u5de5\u5177\u5df2\u96c6\u6210\u7c7b\u4f3c\u529f\u80fd\u7684\u5f53\u4e0b\uff0cTabDog\u7684\u751f\u5b58\u7a7a\u95f4\u5728\u4e8e\u5176\u6781\u81f4\u7684\u8f7b\u91cf\u4e0e\u4e13\u6ce8\u3002\u4f46\u5982\u679c\u5b83\u4e0d\u80fd\u4ece\u201c\u5feb\u6377\u952e\u8c03\u7528\u5217\u8868\u201d\u8fdb\u9636\u4e3a\u5177\u5907\u667a\u80fd\u6392\u5e8f\u3001\u8de8\u8bbe\u5907\u540c\u6b65\u6216\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u7b49\u66f4\u6df1\u5c42\u7ba1\u7406\u80fd\u529b\u7684\u5de5\u5177\uff0c\u5176\u957f\u671f\u5438\u5f15\u529b\u53ef\u80fd\u4ec5\u9650\u4e8e\u9752\u7750\u6781\u7b80\u4e3b\u4e49\u7684\u90e8\u5206\u6548\u7387\u7231\u597d\u8005\u3002\u5b83\u662f\u4e00\u5242\u7acb\u7aff\u89c1\u5f71\u7684\u6b62\u75db\u836f\uff0c\u4f46\u5c1a\u672a\u5c55\u73b0\u51fa\u6839\u6cbb\u201c\u6570\u5b57\u6df7\u4e71\u201d\u7684\u6f5c\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">TabDog<\/span>\n <\/div>\n<div class=\"comment-content\">TabDog is an open source macOS menu bar app that helps you to use super simple shortcuts to search through all of your open tabs and apps, switch between them instantly or close them.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone!<\/p>\n<p>I have a bad habit that I always end up with dozens of browser tabs and apps open at the same time. It gets so messy that finding one specific website becomes a nightmare. So I developed a tool for myself and after using it for a while, I found it is much more better than I expected, so I decided to package it and release it as open source, completely free!<\/p>\n<p>I’d love to hear your feedback and looking forward to improve our app together!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seeing recently closed tabs and being able to reopen them instantly That alone has already saved me a bunch of time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ariel_benson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ariel_benson<\/a> Thanks a lot Ariel! Appreciate for your feedback\ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DCETGUWZI5JFZE\" class=\"app-title\">BlocPad – Project & Team Workspace<\/a><\/p>\n<div class=\"one-liner\">Kanban and wiki that update instantly for your projects<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">97<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u675c\u7edd\u201c\u9879\u76ee\u4e2d\u9014\u4ed8\u8d39\u5899\u201d\u7684\u73b0\u4ee3\u9879\u76ee\u7ba1\u7406\u5e94\u7528\uff0c\u901a\u8fc7\u770b\u677f\u3001\u4efb\u52a1\u8be6\u60c5\u548c\u5185\u7f6eWiki\u7684\u5b9e\u65f6\u6574\u5408\uff0c\u4e3a\u771f\u5b9e\u56e2\u961f\u63d0\u4f9b\u65e0\u9501\u5b9a\u98ce\u9669\u7684\u4e00\u7ad9\u5f0f\u534f\u4f5c\u7a7a\u95f4\uff0c\u89e3\u51b3\u4e86\u56e2\u961f\u5728\u9879\u76ee\u5173\u952e\u9636\u6bb5\u88ab\u5de5\u5177\u631f\u6301\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bfd97307-0ffc-4b73-8c51-ce566069c241.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/240a2d74-9b6a-441e-beea-94f91de3a133.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/05553ea0-48dc-4282-974a-9be5ce7a98fd.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3f9d2fd3-7e4a-481a-a051-f9af8a2962f2.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e11a343f-1a86-4a23-be2d-4b3a86a1126a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u770b\u677f<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u66f4\u65b0<\/span><br \/>\n <span class=\"tag\">\u5185\u7f6eWiki<\/span><br \/>\n <span class=\"tag\">\u65e0\u9501\u5b9a<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u5899\u75db\u70b9<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u201c\u65e0\u4e2d\u9014\u4ed8\u8d39\u5899\u201d\u7406\u5ff5\uff0c\u8ba4\u4e3a\u5176\u5c0a\u91cd\u7528\u6237\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8e\uff1a\u4e0eNotion\u3001Jira\u7b49\u5de8\u5934\u7684\u5dee\u5f02\u5316\u529f\u80fd\uff1b\u6570\u636e\u53ef\u79fb\u690d\u6027\u8be6\u60c5\uff1b\u5b9a\u4ef7\u7ed3\u6784\u9700\u66f4\u6e05\u6670\u3002\u5efa\u8bae\u5305\u62ec\uff1a\u6539\u8fdb\u4ea7\u54c1\u5b9a\u4f4d\u3001\u672a\u6765\u96c6\u6210\u5176\u4ed6\u751f\u4ea7\u529b\u5e94\u7528\u4ee5\u6210\u4e3a\u4e2d\u5fc3\u67a2\u7ebd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n BlocPad\u7684\u5165\u573a\uff0c\u4e0e\u5176\u8bf4\u662f\u5728\u529f\u80fd\u7ea2\u6d77\u4e2d\u521b\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u5728\u5546\u4e1a\u4f26\u7406\u5c42\u9762\u53d1\u8d77\u4e86\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u75db\u70b9\u72d9\u51fb\u201d\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86SaaS\u884c\u4e1a\u4e00\u4e2a\u666e\u904d\u4f46\u9690\u6666\u7684\u201c\u4eba\u8d28\u6a21\u5f0f\u201d\uff1a\u7528\u6237\u6295\u5165\u5927\u91cf\u6c89\u6ca1\u6210\u672c\uff08\u65f6\u95f4\u3001\u6570\u636e\u3001\u5de5\u4f5c\u6d41\uff09\u540e\uff0c\u5728\u9879\u76ee\u547d\u8109\u65f6\u523b\u88ab\u4ed8\u8d39\u5899\u9501\u5589\u3002BlocPad\u5c06\u201c\u65e0\u4e2d\u9014\u4ed8\u8d39\u5899\u201d\u548c\u201c\u65e0\u9501\u5b9a\u201d\u4f5c\u4e3a\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u9500\u552e\u4e00\u79cd\u201c\u5b89\u5168\u611f\u201d\u548c\u201c\u9053\u5fb7\u627f\u8bfa\u201d\uff0c\u76f4\u51fb\u4e2d\u5c0f\u56e2\u961f\u53ca\u521d\u521b\u516c\u53f8\u5bf9\u6210\u672c\u5931\u63a7\u548c\u4f9b\u5e94\u5546\u9501\u5b9a\u7684\u6df1\u5c42\u6050\u60e7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6f5c\u529b\u5e76\u5b58\u4e8e\u521b\u59cb\u4eba\u7684\u56de\u590d\u4e2d\u3002\u4ea7\u54c1\u76ee\u524dMVP\u9636\u6bb5\u7684\u529f\u80fd\u7ec4\u5408\uff08\u770b\u677f+Wiki\uff09\u5e76\u65e0\u98a0\u8986\u6027\uff0c\u5176\u62a4\u57ce\u6cb3\u4ec5\u5efa\u7acb\u5728\u5546\u4e1a\u6a21\u5f0f\u7684\u201c\u5584\u610f\u201d\u4e0a\uff0c\u8fd9\u6781\u6613\u88ab\u590d\u5236\u3002\u4f46\u521b\u59cb\u4eba\u900f\u9732\u7684\u8def\u7ebf\u56fe\u2014\u2014\u5c24\u5176\u662fAI Agent\uff08\u9879\u76eeAI\u7ecf\u7406\uff09\u4e0e\u5f00\u53d1\u8005CLI\u6df1\u5ea6\u96c6\u6210\u2014\u2014\u63ed\u793a\u4e86\u5176\u6df1\u5c42\u6218\u7565\uff1a\u5e76\u975e\u518d\u9020\u4e00\u4e2aNotion\u6216Jira\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3aAI\u539f\u751f\u5de5\u4f5c\u6d41\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u201d\u3002\u901a\u8fc7AI\u5c06\u60f3\u6cd5\u76f4\u63a5\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u4efb\u52a1\u548c\u77e5\u8bc6\u5e93\uff0c\u5e76\u901a\u8fc7CLI\u5d4c\u5165\u5f00\u53d1\u8005\u73b0\u6709\u73af\u5883\uff0c\u5b83\u7784\u51c6\u7684\u662f\u201c\u964d\u4f4e\u5de5\u5177\u672c\u8eab\u5e26\u6765\u7684\u8ba4\u77e5\u8d1f\u8377\u4e0e\u7ba1\u7406\u5f00\u9500\u201d\uff0c\u5373\u4ece\u201c\u7ba1\u7406\u9879\u76ee\u201d\u8f6c\u5411\u201c\u8ba9\u5de5\u5177\u7ba1\u7406\u5de5\u5177\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u98ce\u9669\u5728\u4e8e\uff0c\u8fd9\u4e2aAI\u613f\u666f\u5b8f\u5927\u4e14\u6267\u884c\u96be\u5ea6\u6781\u9ad8\uff0c\u9700\u8981\u6781\u5f3a\u7684\u6280\u672f\u80fd\u529b\u4e0e\u4ea7\u54c1\u5316\u5b9a\u529b\u3002\u5728\u5f53\u524d\u9636\u6bb5\uff0cBlocPad\u66f4\u50cf\u4e00\u4e2a\u503c\u5f97\u5c0a\u656c\u7684\u201c\u7406\u5ff5\u5ba3\u8a00\u201d\uff0c\u5b83\u7528\u9053\u5fb7\u4f18\u52bf\u83b7\u53d6\u65e9\u671f\u7528\u6237\u4e0e\u597d\u611f\uff0c\u4f46\u6700\u7ec8\u5fc5\u987b\u7528\u8fdc\u8d85\u9884\u671f\u7684\u3001\u4e1d\u6ed1\u7684AI\u589e\u5f3a\u4f53\u9a8c\u6765\u5151\u73b0\u627f\u8bfa\uff0c\u624d\u80fd\u5c06\u7528\u6237\u4ece\u73b0\u6709\u751f\u6001\u4e2d\u771f\u6b63\u5265\u79bb\u3002\u5426\u5219\uff0c\u201c\u65e0\u9501\u5b9a\u201d\u7684\u627f\u8bfa\uff0c\u53cd\u800c\u53ef\u80fd\u8ba9\u7528\u6237\u5728\u8bd5\u7528\u540e\u65e0\u8d1f\u62c5\u5730\u79bb\u5f00\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">BlocPad – Project & Team Workspace<\/span>\n <\/div>\n<div class=\"comment-content\">BlocPad is a modern project management app built on one belief: your work shouldn\u2019t be used as leverage. Plan projects, manage tasks, and document decisions in one place\u2014kanban boards, task details with context, and a built-in wiki that lives with the work. No mid-project paywalls. No sudden lock-ins. Built for real teams doing real work.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey \ud83d\udc4b<\/p>\n<p>BlocPad started from a frustration I kept running into with project tools.<\/p>\n<p>You invest weeks setting up a project \u2014 tasks, docs, workflows \u2014 and right when the project becomes critical, a paywall shows up. At that point, you\u2019re not choosing a tool anymore\u2026 you\u2019re trapped by it.<\/p>\n<p>BlocPad is built around a simple belief:<br \/>\nyour work shouldn\u2019t be used as leverage.<\/p>\n<p>So we built a serious project management app \u2014 kanban boards, task details with context, and a project wiki that lives with the work \u2014 without mid-project paywalls.<\/p>\n<p>If you\u2019re managing real projects and want a tool that respects your time (and your work), I\u2019d love for you to try it and share feedback.<\/p>\n<p>Happy to answer questions, and very open to criticism \ud83d\ude4c<\/p>\n<p>\u2014 Mihir<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mihir_kanzariya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mihir_kanzariya<\/a> <\/p>\n<\/p>\n<p>hey there, <\/p>\n<p>I love the product that you’re building and its very hard to find a tool that helps you track task easily. But something that I saw on your landing page the product positioning could improved lot better.<br \/>I\u2019m running a free 2-week product marketing & positioning sprint for SaaS founders to fix exactly this. <\/p>\n<p>Would this be a bad time to look into how we can improve your product positioning for free in 2 weeks? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great concept! A project management tool that keeps work, decisions, and documentation together without surprise paywalls or lock-ins feels like what many teams actually need.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@leotrim_lota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leotrim_lota<\/a> Thank you <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice, could you please explain a bit more what sort of features as a user I can get that I won’t have on Atlassian, Notion or other work management tools?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@khashayar_mansourizadeh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@khashayar_mansourizadeh<\/a> Great question. Instead of competing feature-by-feature with Atlassian or Notion, we\u2019re focused on things they <em>don\u2019t<\/em>really solve yet.<\/p>\n<p>Over the next few weeks, we\u2019re launching three core features:<\/p>\n<\/p>\n<p><strong>1) BlocPad AI<\/strong> \u2014 a chat agent that helps you <em>create<\/em> work: turning ideas into requirements, requirements into tasks, and tasks into a living knowledge base \u2014 all in project context.<\/p>\n<\/p>\n<p><strong>2) BlocPad CLI (for devs)<\/strong> \u2014 developers already live in Cursor, Codex, Claude, Gemini CLI, etc. Our CLI lets them authenticate, pull assigned tasks + context automatically, and work without jumping between tools. Less context switching, faster execution.<\/p>\n<\/p>\n<p><strong>3) AI Product Manager<\/strong> \u2014 an AI agent that joins the project like a team member. It watches task and wiki changes, helps with clarity and structure, and supports managers without replacing human judgment.<\/p>\n<\/p>\n<p>It\u2019s still early, but the bet is simple: <strong>less tool overhead, more execution<\/strong>.<\/p>\n<\/p>\n<p> \u2014 what\u2019s the <em>one feature<\/em> that, if a tool did it really well, would make you stop using Notion \/ Jira altogether?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Such a different perspective on how project management software should be organized. I will try it. I\u2019ve seen that there is a freemium model but, I believe it will benefit more from a clearer pricing structure<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zahran_dabbagh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zahran_dabbagh<\/a> Thanks \u2014 really appreciate you giving it a try \ud83d\ude4c<\/p>\n<\/p>\n<p>That\u2019s fair feedback on pricing. Right now we\u2019re intentionally keeping the freemium model simple while we learn how teams actually use BlocPad, but a clearer, more structured pricing plan is coming soon \u2014 without mid-project paywalls or lock-in.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@mihir_kanzariya fair enough. I will absolutely go for a deeper try today<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@mihir_kanzariya last thing because I really loved the idea. I am not aware of all features included yet but if you enable one click connection of other productivity apps (Gmail, Canvas, Notes, etc) this would transform it into a centralized hub for all one person productivity actions. I understand this requires a gradual implementation and phasing but since it still is MVP, I believe this can be a future planned feature<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>“No mid-project paywalls” is such a refreshing approach! Too many tools start free then hit you with upgrade prompts right when you’re deep into work. How does BlocPad’s export\/data portability work? Love the idea of not being locked in.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nora_studiohedera\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nora_studiohedera<\/a> Thanks \u2014 that lock-in frustration is exactly what we wanted to avoid.<\/p>\n<\/p>\n<p>Your data is always yours. You can export projects, tasks, and docs anytime \u2014 no upgrades, no \u201cunlock to download\u201d screens. BlocPad is meant to earn trust by being useful, not by trapping work inside it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Mihir, can I ask how your product differs from tools like Notion or Lark?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jojo_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jojo_li<\/a> Great question. BlocPad actually started <em>because<\/em> I was a Notion user. Our startup loved it\u2026 until we hit limits and suddenly it was ~$10 per user, which adds up fast for small teams.<\/p>\n<\/p>\n<p>BlocPad is still an MVP, so it\u2019s too early to compare it feature-by-feature with Notion or Lark. Right now the focus is on no mid-project paywalls, real-time by default, and a tighter mix of <strong>Notion-style docs + Jira-style execution<\/strong>.<\/p>\n<\/p>\n<p>We\u2019re rolling out something <em>genuinely different<\/em> over the next few weeks \u2014 especially around AI workflows, integrations with Cursor and Claude CLI, and an AI project manager that feels human \u2014 helping managers stay on top without micromanaging. Just getting started \ud83d\udc40<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/X42DTHMYND2RHG\" class=\"app-title\">Taphouse<\/a><\/p>\n<div class=\"one-liner\">The missing GUI for Homebrew<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Taphouse \u662f\u4e00\u6b3e\u4e3a macOS \u4e0a\u7684 Homebrew \u5305\u7ba1\u7406\u5668\u63d0\u4f9b\u7f3a\u5931\u7684\u56fe\u5f62\u5316\u754c\u9762\uff0c\u901a\u8fc7\u96c6\u4e2d\u5f0f\u7684\u5b89\u5168\u626b\u63cf\u3001\u5065\u5eb7\u76d1\u63a7\u548c\u4e00\u952e\u7ef4\u62a4\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u7ec8\u7aef\u4e2d\u7ba1\u7406\u8f6f\u4ef6\u5305\u65f6\u64cd\u4f5c\u7e41\u7410\u3001\u72b6\u6001\u4e0d\u900f\u660e\u3001\u5b89\u5168\u9690\u60a3\u96be\u5bdf\u89c9\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9ac26b4-31d8-47c6-b843-7a2b16c4ee9d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7386baa3-edb1-4bc2-93d7-694a7740c8dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/32c02579-5d9d-4499-a8ea-561a6eb14ced.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51b192c5-8248-4a14-8e3f-4cc8ca710e87.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Homebrew\u56fe\u5f62\u524d\u7aef<\/span><br \/>\n <span class=\"tag\">macOS\u8f6f\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5b89\u5168\u6f0f\u6d1e\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u5065\u5eb7\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u5305\u7ba1\u7406\u5668GUI<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">\u539f\u751fSwift\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u5176\u4e0e\u540c\u7c7b\u201c\u4ec5\u9650Cask\u5e94\u7528\u5546\u5e97\u201d\u4ea7\u54c1\u7684\u6838\u5fc3\u5dee\u5f02\u3002\u5f00\u53d1\u8005\u56de\u5e94\u65e8\u5728\u6253\u9020\u529f\u80fd\u5168\u9762\u65e0\u77ed\u677f\u7684\u7ec8\u6781\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u5f3a\u8c03\u6839\u636e\u7528\u6237\u53cd\u9988\u5feb\u901f\u8fed\u4ee3\uff08\u4e24\u5468\u5185\u53d1\u5e0335\u4e2a\u7248\u672c\uff09\u3002\u53e6\u6709\u7528\u6237\u5bf9\u5176\u80fd\u5426\u7ba1\u7406\u6240\u6709Homebrew\u5b89\u88c5\u5185\u5bb9\u8868\u793a\u786e\u8ba4\u4e0e\u8d5e\u8d4f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Taphouse \u7684\u91ce\u5fc3\uff0c\u8fdc\u4e0d\u6b62\u662f\u7ed9 `brew install` \u5957\u4e2a\u58f3\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a Homebrew \u751f\u6001\u7684\u201c\u63a7\u5236\u9762\u677f\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u547d\u4ee4\u884c\u4e0b\u5206\u6563\u3001\u88ab\u52a8\u7684\u7ba1\u7406\u52a8\u4f5c\uff0c\u6574\u5408\u4e3a\u4e3b\u52a8\u3001\u53ef\u89c6\u5316\u7684\u7cfb\u7edf\u5065\u5eb7\u6cbb\u7406\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u8fed\u4ee3\u8def\u5f84\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u903b\u8f91\uff1a\u4ece\u57fa\u7840\u7684\u5b89\u88c5\u529f\u80fd\uff0c\u8fc5\u901f\u8f6c\u5411\u5b89\u5168\uff08CVE\u626b\u63cf\uff09\u3001\u8fd0\u7ef4\uff08\u5065\u5eb7\u770b\u677f\u3001\u5b64\u513f\u4f9d\u8d56\u6e05\u7406\uff09\u548c\u900f\u660e\u5316\uff08\u9884\u5b89\u88c5\u68c0\u67e5\uff09\u3002\u8fd9\u7cbe\u51c6\u51fb\u4e2d\u4e86\u9ad8\u7ea7\u7528\u6237\u7684\u9690\u75db\u2014\u2014\u5728\u7ec8\u7aef\u4e2d\uff0c\u4f60\u5f88\u96be\u76f4\u89c2\u611f\u77e5\u6574\u4e2a\u8f6f\u4ef6\u8d44\u4ea7\u7684\u72b6\u6001\u3001\u4f9d\u8d56\u5173\u7cfb\u548c\u6f5c\u5728\u98ce\u9669\u3002\u5b83\u628a\u201c\u7ef4\u62a4\u201d\u4ece\u4e00\u9879\u9700\u8981\u8bb0\u5fc6\u547d\u4ee4\u7684\u4e34\u65f6\u4efb\u52a1\uff0c\u53d8\u6210\u4e86\u4e00\u4e2a\u53ef\u76d1\u63a7\u7684\u6301\u7eed\u8fc7\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u76ee\u6807\u7528\u6237\u5b58\u5728\u77db\u76fe\uff1a\u521d\u7ea7\u7528\u6237\u53ef\u80fd\u53ea\u9700\u4e00\u4e2a\u7b80\u5355\u7684\u5e94\u7528\u5546\u5e97\uff1b\u800c\u771f\u6b63\u9700\u8981\u6df1\u5ea6\u8fd0\u7ef4\u529f\u80fd\u7684\u8d44\u6df1\u7528\u6237\uff0c\u6216\u8bb8\u66f4\u4fe1\u4efb\u81ea\u5df1\u7f16\u5199\u7684\u811a\u672c\u548c\u547d\u4ee4\u884c\u3002\u5176\u6b21\uff0c\u5728\u201c\u5feb\u901f\u8fed\u4ee3\u201d\u7684\u5149\u73af\u4e0b\uff0c\u9700\u8b66\u60d5\u529f\u80fd\u5806\u780c\u5bfc\u81f4\u7684\u6838\u5fc3\u4f53\u9a8c\u7a00\u91ca\u3002\u5f00\u53d1\u8005\u201c\u6c38\u4e0d\u56de\u5934\u201d\u7684\u613f\u666f\u5f88\u597d\uff0c\u4f46GUI\u5de5\u5177\u5728\u5305\u7ba1\u7406\u8fd9\u4e2a\u9886\u57df\uff0c\u59cb\u7ec8\u662f\u547d\u4ee4\u884c\u7684\u8865\u5145\u800c\u975e\u66ff\u4ee3\u3002\u5b83\u7684\u5929\u82b1\u677f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u63d0\u4f9b\u53ef\u89c6\u5316\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u4e0d\u727a\u7272 Homebrew \u547d\u4ee4\u884c\u672c\u8eab\u7684\u9ad8\u6548\u4e0e\u7075\u6d3b\uff0c\u5e76\u5efa\u7acb\u8d77\u5982\u201c\u5b89\u5168\u626b\u63cf\u201d\u8fd9\u6837\u771f\u6b63\u5177\u6709\u4e0d\u53ef\u66ff\u4ee3\u6027\u7684\u6740\u624b\u7ea7\u529f\u80fd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Taphouse<\/span>\n <\/div>\n<div class=\"comment-content\">Taphouse 1.3 Since launch, we’ve added: CVE vulnerability scanning for all your packages, a Health Dashboard with system score, orphaned dependency cleanup, leftover file detection, duplicate app finder, and pre-install inspection to see exactly what a package will install. Plus: 6 languages, Mac App Store integration, third-party app updates (Sparkle\/GitHub\/Electron), code signing verification, Brewfile export, and menu bar mode with auto-updates. The complete Homebrew GUI for macOS.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Many Homebrew frontends end up being \u201ccasks-only app stores\u201d or \u201ca wrapper around brew install.\u201d What did you decide Taphouse must do end-to-end (formulae, services, maintenance, visibility, security), and what did you intentionally avoid because it would dilute the core value?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> This is the first app i released although i’ve been working for months on more and i wanted to make the best of it. Anyone who installs Taphouse should never look back to any other similar app or find a feature that is missing. And most importantly, be pleasantly surprised by discovering they get more than they expected. I am very happy with how it turned out, and many features were added thanks to the user base and their suggestions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p> I launched Taphouse just 2 weeks ago as a simple Homebrew GUI. Since then, I’ve shipped 35 builds based on user feedback.<\/p>\n<p> The biggest additions:<\/p>\n<p> \ud83d\udd12 Security Scanner \u2014 scans all your packages against the CVE database. Turns out I had 3 vulnerable packages myself.<\/p>\n<p> \ud83e\ude7a Health Dashboard \u2014 one screen showing outdated packages, orphans, cache bloat, and doctor issues with a health score.<\/p>\n<p> \ud83e\uddf9 Cleanup tools \u2014 find orphaned dependencies, leftover files from uninstalled apps, and duplicates (same app from Homebrew + App Store).<\/p>\n<p> \ud83d\udd0d Pre-install inspection \u2014 see exactly what a cask will install before you install it. Background services? Sudo required? Now you’ll know.<\/p>\n<p> Built natively in Swift for macOS. Free tier available, Pro unlocks everything for \u20ac9.99.<\/p>\n<p> Would love your feedback \u2014 I’m shipping updates almost daily!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 Taphouse is a slick, native way to manage Homebrew without dropping into the terminal every time.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow! So does it list and manage all the apps\/tools we installed using Homebrew?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LURHCXS4JWWDFV\" class=\"app-title\">Langfinity AI<\/a><\/p>\n<div class=\"one-liner\">Translate business conversations into any language<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">95<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Langfinity AI \u662f\u4e00\u6b3e\u9762\u5411\u56fd\u9645\u5546\u52a1\u8fd0\u8425\u7684AI\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u5e73\u53f0\uff0c\u901a\u8fc7\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u5b66\u4e60\u884c\u4e1a\u672f\u8bed\u548c\u8bed\u5883\uff0c\u5728\u8de8\u56fd\u4f1a\u8bae\u3001\u6280\u672f\u8ba8\u8bba\u3001\u5408\u89c4\u57f9\u8bad\u7b49\u9ad8\u4ef7\u503c\u5546\u4e1a\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u901a\u7528\u7ffb\u8bd1\u5de5\u5177\u51c6\u786e\u6027\u4f4e\u3001\u7f3a\u4e4f\u4e1a\u52a1\u4e0a\u4e0b\u6587\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u9ad8\u51c6\u786e\u5ea6\u3001\u4f4e\u5ef6\u8fdf\u7684\u591a\u8bed\u8a00\u5b9e\u65f6\u6c9f\u901a\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/872649e3-a133-4c0d-b27b-43f8a7c9ca9f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/21c35d77-deda-44d1-ac56-dc97f8887efd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/935f988a-afd6-4e4f-ad67-8b84c1a1bc29.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e7e69cf2-e8e4-4508-b802-d0791149cd7b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2ba1bc86-2c3a-4575-8782-37cf76b7087c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5b9e\u65f6\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u8bed\u97f3\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u8de8\u56fd\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u884c\u4e1a\u672f\u8bed\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u4f1a\u8bae<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u5199<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">B2B<\/span><br \/>\n <span class=\"tag\">\u5168\u7403\u6269\u5f20<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u9488\u5bf9\u4f01\u4e1a\u672f\u8bed\u5b9a\u5236\u548c\u884c\u4e1a\u7279\u5b9a\u4f18\u5316\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u8fd9\u662f\u533a\u522b\u4e8e\u901a\u7528\u5de5\u5177\u7684\u5173\u952e\u3002\u4e3b\u8981\u95ee\u9898\u805a\u7126\u4e8e\u5bf9Google Meet\u7b49\u66f4\u591a\u89c6\u9891\u4f1a\u8bae\u5e73\u53f0\u96c6\u6210\u7684\u9700\u6c42\u3002\u5f00\u53d1\u8005\u56de\u590d\u8be6\u7ec6\u89e3\u91ca\u4e86\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u7684\u6784\u5efa\u903b\u8f91\uff0c\u83b7\u5f97\u4e86\u79ef\u6781\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Langfinity AI \u7684\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u201c\u66f4\u597d\u7684\u7ffb\u8bd1\u673a\u201d\u3002\u5b83\u5207\u5165\u7684\u662f\u4e00\u4e2a\u88ab\u201c\u8db3\u591f\u597d\u201d\u7684\u901a\u7528\u89e3\u51b3\u65b9\u6848\u957f\u671f\u6577\u884d\u7684\u521a\u6027\u5e02\u573a\uff1a\u9ad8\u4ef7\u503c\u3001\u9ad8\u98ce\u9669\u7684\u8de8\u56fd\u5546\u4e1a\u5bf9\u8bdd\u3002\u5176\u5ba3\u79f0\u768495%\u4ee5\u4e0a\u51c6\u786e\u7387\uff0c\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u53c2\u6570\uff0c\u800c\u662f\u901a\u8fc7\u6784\u5efa\u201c\u4f01\u4e1a\u4e13\u5c5e\u8bed\u97f3\u6a21\u578b\u201d\u8fd9\u4e00\u6570\u636e\u8d44\u4ea7\u6765\u5b9e\u73b0\u7684\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5b83\u7684\u6838\u5fc3\u58c1\u5792\u548c\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u201c\u79c1\u6709\u5316\u90e8\u7f72\u7684\u8bed\u5883\u7406\u89e3\u80fd\u529b\u201d\u2014\u2014\u5c06\u7ffb\u8bd1\u5f15\u64ce\u4ece\u516c\u6709\u3001\u901a\u7528\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u8f6c\u53d8\u4e3a\u6bcf\u5bb6\u5ba2\u6237\u79c1\u6709\u7684\u3001\u6301\u7eed\u8fdb\u5316\u7684\u201c\u6570\u5b57\u53e3\u8bd1\u5458\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u907f\u5f00\u4e86\u4e0e\u6d88\u8d39\u7ea7\u514d\u8d39\u5de5\u5177\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u653b\u51fb\u4f20\u7edf\u4eba\u5de5\u53e3\u8bd1\u548c\u4f4e\u9002\u914d\u6027\u8f6f\u4ef6\u7684\u6210\u672c\u4e0e\u6548\u7387\u75db\u70b9\u3002\u5176\u201c10\u500d\u964d\u4f4e\u6210\u672c\u201d\u7684\u5ba3\u79f0\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u53e3\u8bd1\u670d\u52a1\u4ece\u201c\u6309\u6b21\u4ed8\u8d39\u7684\u4eba\u529b\u5916\u5305\u201d\u6a21\u5f0f\uff0c\u8f6c\u53d8\u4e3a\u201c\u4e00\u6b21\u6027\u6295\u8d44\u3001\u6301\u7eed\u4f18\u5316\u7684\u8f6f\u4ef6\u8d44\u4ea7\u201d\u6a21\u5f0f\u3002\u5fae\u8f6fTeams\u7684\u6df1\u5ea6\u96c6\u6210\u4e0eQR\u7801\u5feb\u901f\u63a5\u5165\uff0c\u4f53\u73b0\u4e86\u5176\u8ffd\u6c42\u201c\u96f6\u6469\u64e6\u201d\u5de5\u4f5c\u6d41\u5d4c\u5165\u7684\u601d\u8def\uff0c\u8fd9\u6070\u6070\u662f\u4f01\u4e1a\u91c7\u8d2d\u51b3\u7b56\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u6e05\u6670\uff1a\u9996\u5148\uff0c\u201c\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u201d\u7684\u6784\u5efa\u9700\u8981\u5ba2\u6237\u524d\u671f\u7684\u6570\u636e\u6295\u5165\u4e0e\u4fe1\u4efb\uff0c\u51b7\u542f\u52a8\u95e8\u69db\u4e0d\u4f4e\u3002\u5176\u6b21\uff0c\u5728\u6781\u5ea6\u5f3a\u8c03\u6570\u636e\u5b89\u5168\u7684\u8de8\u56fd\u4f01\u4e1a\u573a\u666f\u4e2d\uff0c\u5b9e\u65f6\u8bed\u97f3\u6d41\u7684\u5904\u7406\u4e0e\u5b58\u50a8\u5982\u4f55\u6ee1\u8db3GDPR\u7b49\u5408\u89c4\u8981\u6c42\uff0c\u5c06\u662f\u6280\u672f\u4e4b\u5916\u7684\u53e6\u4e00\u573a\u786c\u4ed7\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u80fd\u5426\u627f\u53d7\u4f4f\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u5b9a\u5236\u5316\u8bad\u7ec3\u6a21\u578b\u7684\u9ad8\u6602\u8fb9\u9645\u6210\u672c\uff0c\u4ecd\u6709\u5f85\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cLangfinity AI \u5c55\u73b0\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u8def\u5f84\uff1a\u4e0d\u505a\u5927\u800c\u5168\u7684AI\u7ffb\u8bd1\uff0c\u800c\u662f\u6df1\u8015\u5782\u76f4\u9886\u57df\uff0c\u8bd5\u56fe\u5c06\u7ffb\u8bd1\u4ece\u201c\u529f\u80fd\u201d\u5347\u7ea7\u4e3a\u53ef\u96c6\u6210\u3001\u53ef\u5b9a\u5236\u3001\u53ef\u62e5\u6709\u3001\u80fd\u589e\u503c\u7684\u201c\u4f01\u4e1a\u6838\u5fc3\u8fd0\u8425\u7cfb\u7edf\u201d\u3002\u5b83\u7684\u6210\u8d25\uff0c\u5c06\u9a8c\u8bc1\u5728AI\u5e94\u7528\u5c42\uff0c\u6df1\u5ea6\u5782\u76f4\u4e0e\u79c1\u6709\u5316\u6570\u636e\u95ed\u73af\u662f\u5426\u662f\u4e00\u6761\u53ef\u884c\u7684\u62a4\u57ce\u6cb3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Langfinity AI<\/span>\n <\/div>\n<div class=\"comment-content\">Langfinity is the AI-powered real-time translation platform built specifically for international business operations and global expansion. It\u2019s designed for global teams where accuracy, speed, and workflow integration are mission-critical, not optional. Unlike generic translators, our translation engine is powered by a company-specific model built to understand your terminology and context.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b We\u2019re Snow, Jacob and Ishita, the makers of Langfinity.<\/p>\n<p>In high-stakes environments \u2013 technical discussions, compliance training, and customer conversations \u2013 \u201cgood enough\u201d translation, in reality, isn\u2019t actually good enough. Accuracy, speed, and context matter, and most general-purpose translators simply aren\u2019t built for that. <\/p>\n<p>That\u2019s why we built <strong>Langfinity: an AI-powered live voice translation platform designed specifically for business operations\u2013not casual conversations.<\/strong> It learns your company\u2019s terminology, acronyms, and industry language over time, so translation becomes more accurate and consistent the more your teams use it.<\/p>\n<p>Today, global businesses use Langfinity to replace interpreters, reduce translation costs by 10\u00d7, maintain over 95% accuracy in mission-critical conversations and operations , and expand globally without adding bilingual staff.<\/p>\n<p>What makes Langfinity unique:<\/p>\n<p>\ud83c\udf0d <strong>Real-time multi-way translation<br \/><\/strong>Everyone speaks in their own language and hears others in theirs, with extremely low latency for natural conversations, available 24\/7 with no scheduling, interpreter coordination, or availability constraints.<\/p>\n<p>\ud83e\udde0 <strong>Gets more accurate with every use<br \/><\/strong>Langfinity automatically incorporates your terminology, acronyms, and knowledge base with minimal manual setup while being trained on accents and regional dialects (for example: multiple Spanish variants) to maximize real-world accuracy. <\/p>\n<p>\ud83c\udfed <strong>Industry-specific accuracy<br \/><\/strong>Built for technical domains like manufacturing, pharmaceutical, and technology, not generic translation.<\/p>\n<p>\ud83d\udd0c <strong>One-click Microsoft Teams integration and compatible with major video conferencing platforms<br \/><\/strong>Works directly inside Teams with no app switching or user training.<\/p>\n<p>\ud83d\udcf1 <strong>Works across remote, hybrid, and in-person settings<br \/><\/strong>QR-based access enables instant translation for meetings, training, and events anywhere.<\/p>\n<p>\ud83d\udcdd <strong>Automatic multilingual notes & transcripts<br \/><\/strong>Summaries, highlights, and full transcripts are delivered in each user\u2019s preferred language after every meeting.<\/p>\n<p>\ud83c\udf99\ufe0f <strong>Natural, human-like voice<br \/><\/strong>Lifelike voices preserve tone and personality so conversations feel human, not robotic.<\/p>\n<p>We\u2019re excited to share Langfinity with the Product Hunt community and would love your feedback. Thanks for checking us out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iarora_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iarora_<\/a> congrats on the launch! When are you launching Google Meet? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iarora_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iarora_<\/a> training on company-specific terminology is a big differentiator. Solid execution.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt community \ud83d\udc4b I\u2019m Snow, one of the makers of Langfinity.<\/p>\n<\/p>\n<p>Langfinity has evolved significantly since our last launch. What began as a general translation tool is now a focused, enterprise-grade AI voice translation platform, built for teams that depend on high-quality live translation to run international operations, such as multilingual training, customer support, sales calls, and technical discussions across 50+ languages and dialects.<\/p>\n<\/p>\n<p>Today, we deliver over 95% accuracy through company-specific fine-tuning, operate 24\/7 across regions, and support mission-critical work for organizations operating in many different markets.<\/p>\n<\/p>\n<p>On the technology side, we build a proprietary real-time speech streaming model for every company we work with. Over time, this becomes a company-specific data asset that powers higher-quality AI voice agents tuned to each organization\u2019s context and workflow.<\/p>\n<\/p>\n<p>We\u2019ve also added a number of essential capabilities, including real-time multi-way translation, improving accuracy with every use, industry-specific fine-tuning, Microsoft Teams integration, multilingual meeting notes and transcripts, and more natural, human-like voice output.<\/p>\n<\/p>\n<p>If you give Langfinity a try, we\u2019d genuinely love to hear what you think.<br \/>Your feedback helps shape where we go next.<\/p>\n<\/p>\n<p>Thank you for checking us out,<br \/>Snow<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! Curious to learn more about how the \u201cindustry-specific accuracy\u201d is implemented – is it something pre-configured per team or generally speaking it\u2019s just aware of more jargon?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustafa40\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustafa40<\/a> Hi Mustafa! Thanks so much for the support, great to see you here.<\/p>\n<\/p>\n<p>Teams can upload their own terminologies and jargon in multiple languages, and those updates take effect immediately in meetings and events. We\u2019re also building industry-specific models trained on domain data, context, and terminology, such as manufacturing and pharmaceuticals.<\/p>\n<\/p>\n<p>For enterprise customers, we go a step further. Under the hood, we build a proprietary real-time speech streaming model for each company. Over time, this becomes a company-specific data asset that powers higher-quality AI voice translation agents, deeply tuned to each organization\u2019s context and workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@snow_huo per-company model is crazy! Soo cool \ud83d\udc4f\ud83c\udffd<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m so glad to be able to build a product that helps people in meaningful ways. We’ve been hard at work making Langfinity the #1 solution for real-time translation in meetings and events. Please take the time to check out the product and let us know if you have questions! We’re so excited to share Langfinity with the Product Hunt community!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 Langfinity feels like mission\u2011critical infra for truly global, multilingual teams.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thanks for your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Amazing launch!! I’m really enjoying using Langfinity for over a year!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kazuki_nakayasiki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kazuki_nakayasiki<\/a> thanks for your continued support Kazuki!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Snow, really impressed by how you\u2019ve built a real-time translation platform that\u2019s tailored for <strong>business conversations<\/strong>, not just generic translation tools \u2014 this focus on <strong>context, industry terminology, and workflow integration<\/strong> is exactly what global teams need. \ud83d\udc4f <\/p>\n<p>I love that Langfinity learns company-specific language and accents over time, helping teams communicate more naturally and accurately across languages with minimal setup \u2014 that\u2019s a game-changer for international operations. \ud83c\udf10<\/p>\n<p>Having automatic multilingual transcripts, summaries, and human-like voice output all in one place is super practical, especially for hybrid and remote teams dealing with cross-cultural business meetings. \ud83d\udcac<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@arvin_sun\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arvin_sun<\/a> thanks for the support Arvin!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great founders who are totally committed to solving realtime b2b translation. Highly recommend! I’ve personally used this platform for extremely personal and sophisticated topics like therapy. It’s so much better than any of the careless slop from big companies. Unlock cross border comms!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aditya_advani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aditya_advani<\/a> thanks Aditya – glad it was valuable for your sessions. We appreciate your continued support!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats <a href=\"https:\/\/www.producthunt.com\/@snow_huo\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"snow_huo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@snow_huo<\/a> , <a href=\"https:\/\/www.producthunt.com\/@jacobgreenway\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jacobgreenway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jacobgreenway<\/a> , and <a href=\"https:\/\/www.producthunt.com\/@iarora_\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"iarora_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iarora_<\/a> on this launch! Very excited for this next phase \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3ZV7P5A34LQFF2\" class=\"app-title\">Papercuts<\/a><\/p>\n<div class=\"one-liner\">Deploy AI agents to use your production app like a real user<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Papercuts\u901a\u8fc7\u90e8\u7f72\u80fd\u50cf\u771f\u5b9e\u7528\u6237\u4e00\u6837\u611f\u77e5\u548c\u64cd\u4f5c\u9875\u9762\u7684AI\u667a\u80fd\u4f53\uff0c\u5728\u6b63\u5f0f\u751f\u4ea7\u73af\u5883\u4e2d\u6301\u7eed\u8fdb\u884c\u81ea\u52a8\u5316\u6d41\u7a0b\u6d4b\u8bd5\uff0c\u89e3\u51b3\u4f20\u7edf\u811a\u672c\u6d4b\u8bd5\u56e0\u4f9d\u8d56\u8106\u5f31\u9009\u62e9\u5668\u800c\u65e0\u6cd5\u6355\u6349\u5b9e\u9645\u7528\u6237\u4f53\u9a8c\u7834\u635f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb58755c-5cdc-4ad2-83ad-208c4f1f22bb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ea182d73-dabe-4bd8-a186-e9dbf3e64c14.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c3a5470-a239-4a71-a751-9c4ba19d38dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u73af\u5883\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u56de\u5f52\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u8d28\u91cf\u4fdd\u969c<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7aef\u5230\u7aef\u6d4b\u8bd5<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u8fd9\u662f\u6d4b\u8bd5\u7684\u81ea\u7136\u6f14\u8fdb\u3002\u4e3b\u8981\u63a2\u8ba8\u5305\u62ec\uff1a\u4e0e\u73b0\u6709\u6d4b\u8bd5\u5de5\u5177\uff08\u5982Playwright\/Cypress\uff09\u548c\u76d1\u63a7\u5de5\u5177\uff08APM\/RUM\uff09\u7684\u5b9a\u4f4d\u5dee\u5f02\u53ca\u4e92\u8865\u6027\uff1b\u5173\u6ce8\u5176\u5982\u4f55\u5904\u7406\u52a8\u6001\u8868\u5355\u7b49\u590d\u6742\u4ea4\u4e92\uff1b\u8ba4\u53ef\u5176\u901a\u8fc7\u89c6\u89c9\u611f\u77e5\u800c\u975eDOM\u9009\u62e9\u5668\u6765\u53d1\u73b0\u771f\u5b9e\u7528\u6237\u75db\u70b9\u7684\u6838\u5fc3\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Papercuts\u5e76\u975e\u53c8\u4e00\u4e2a\u7b80\u5355\u7684\u6d4b\u8bd5\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5b83\u8bd5\u56fe\u7528AI\u667a\u80fd\u4f53\u5f25\u5408\u201c\u4ee3\u7801\u5065\u5eb7\u5ea6\u201d\u4e0e\u201c\u7528\u6237\u4f53\u9a8c\u5b8c\u6574\u6027\u201d\u4e4b\u95f4\u7684\u8ba4\u77e5\u9e3f\u6c9f\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u5728\u4e8e\u65b9\u6cd5\u8bba\u4e0a\u7684\u8f6c\u53d8\uff1a\u4ece\u9a8c\u8bc1\u201c\u4ee3\u7801\u662f\u5426\u6309\u9884\u671f\u6267\u884c\u201d\u7684\u5f00\u53d1\u8005\u89c6\u89d2\uff0c\u8f6c\u5411\u68c0\u9a8c\u201c\u5e94\u7528\u662f\u5426\u6309\u7528\u6237\u671f\u671b\u5de5\u4f5c\u201d\u7684\u4ea7\u54c1\u89c6\u89d2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f20\u7edf\u6d4b\u8bd5\u811a\u672c\u672c\u8d28\u4e0a\u662f\u903b\u8f91\u89c4\u5219\u7684\u5177\u8c61\u5316\uff0c\u5176\u76f2\u533a\u6070\u6070\u662f\u89c4\u5219\u672a\u8986\u76d6\u7684\u3001\u52a8\u6001\u7684\u3001\u611f\u6027\u7684\u4ea4\u4e92\u573a\u666f\u3002\u800cAPM\/RUM\u76d1\u63a7\u7684\u662f\u5df2\u53d1\u751f\u7684\u6027\u80fd\u5f02\u5e38\u6216\u9519\u8bef\uff0c\u5c5e\u4e8e\u4e8b\u540e\u8865\u6551\u3002Papercuts\u7684\u667a\u80fd\u4f53\u5145\u5f53\u4e86\u4e00\u4e2a\u6c38\u4e0d\u75b2\u5026\u3001\u5177\u5907\u57fa\u7840\u89c6\u89c9\u8ba4\u77e5\u7684\u201c\u7406\u60f3\u5316\u7528\u6237\u201d\uff0c\u5728\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u4e2d\u8fdb\u884c\u63a2\u7d22\u6027\u6d4b\u8bd5\u3002\u8fd9\u76f8\u5f53\u4e8e\u5728\u5f00\u53d1\u56e2\u961f\u7684\u201c\u76d1\u63a7\u4eea\u8868\u76d8\u201d\u4e4b\u5916\uff0c\u589e\u52a0\u4e86\u4e00\u4e2a\u201c\u7528\u6237\u4f53\u9a8c\u96f7\u8fbe\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5ba3\u79f0\u7684\u201c\u4ec5\u4f9d\u8d56\u89c6\u89c9\u201d\u662f\u53cc\u5203\u5251\u3002\u4f18\u52bf\u5728\u4e8e\u6446\u8131\u4e86\u5bf9DOM\u7ed3\u6784\u7684\u5f3a\u8026\u5408\uff0c\u66f4\u80fd\u9002\u5e94\u524d\u7aef\u6846\u67b6\u9891\u7e41\u53d8\u66f4\u7684\u73b0\u4ee3\u5f00\u53d1\u6d41\u7a0b\u3002\u4f46\u6311\u6218\u540c\u6837\u5de8\u5927\uff1a\u89c6\u89c9\u6a21\u578b\u7684\u51c6\u786e\u6027\u4e0e\u63a8\u7406\u901f\u5ea6\u3001\u590d\u6742\u4ea4\u4e92\u610f\u56fe\u7684\u7406\u89e3\u6df1\u5ea6\u3001\u6d4b\u8bd5\u573a\u666f\u7684\u8986\u76d6\u8303\u56f4\u4e0e\u6210\u672c\u63a7\u5236\uff0c\u90fd\u5c06\u51b3\u5b9a\u5176\u4ece\u201c\u70ab\u9177\u6982\u5ff5\u201d\u8d70\u5411\u201c\u6838\u5fc3\u8d28\u91cf\u9632\u7ebf\u201d\u7684\u6210\u8d25\u3002\u5f53\u524d\u5b83\u66f4\u9002\u5408\u4f5c\u4e3a\u6355\u6349\u201c\u7eb8\u5272\u4f24\u201d\uff08Papercuts\uff09\u5f0f\u7ec6\u5fae\u4f53\u9a8c\u7834\u635f\u7684\u8865\u5145\u5c42\uff0c\u800c\u975e\u66ff\u4ee3\u7cfb\u7edf\u6027\u7684\u6d4b\u8bd5\u4f53\u7cfb\u3002\u5b83\u7684\u6210\u529f\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u6280\u672f\u6210\u719f\u5ea6\uff0c\u66f4\u53d6\u51b3\u4e8e\u80fd\u5426\u7cbe\u51c6\u5b9a\u4e49\u5e76\u8bc1\u660e\u5176\u53d1\u73b0\u7684\u201c\u95ee\u9898\u201d\u5177\u6709\u5546\u4e1a\u4f18\u5148\u7ea7\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u89c6\u89c9\u4e0a\u7684\u4e0d\u4e00\u81f4\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Papercuts<\/span>\n <\/div>\n<div class=\"comment-content\">Deploy AI agents that flow through your production app like a real user. Just provide a URL and get notified when something breaks.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Yooo Product Hunters!<\/p>\n<p>I built Papercuts because I think most testing scripts are blind. They check the DOM, but they don’t actually see if the UI is broken for the user.<\/p>\n<p>Modern apps are way too complex for brittle selectors. I believe the only way to be safe is to test in production with AI agents that actually perceive and navigate the page like a human.<\/p>\n<p>Let me know what you think!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sayuj_suresh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayuj_suresh<\/a> DOM-based tests miss real user pain all the time. Testing with agents that actually see and navigate the UI feels like the natural next step for modern apps.<\/p>\n<p>I am seeing the same shift while building Curatora. Systems that observe real outcomes, not just internal states, catch issues much earlier. Curious how teams adopt this in production.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sayuj_suresh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayuj_suresh<\/a> congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sayuj_suresh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayuj_suresh<\/a> Major kudos to the team\u2014this feels incredibly polished for a new launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Most teams already have some mix of Playwright\/Cypress tests plus APM\/RUM\u2014what\u2019s the clearest line you draw between those and Papercuts, and what\u2019s the switching trigger that makes it worth adding (or replacing) another layer?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Great question. i don\u2019t see Papercuts as replacing Playwright\/Cypress or APM\/RUM they solve different problems.<\/p>\n<\/p>\n<p>Scripted tests verify expected behavior in controlled environments, and APM\/RUM tell you when something is already broken for real users. Papercuts sits in between: agents continuously exercise real production flows and catch UX and logic regressions before they show up in dashboards or support tickets.<\/p>\n<\/p>\n<p>The usual trigger is when teams realise tests are green, metrics look fine, but users still hit papercuts , broken edge cases, conditional flows, or subtle UI regressions that no one explicitly tested for. That\u2019s where adding agents starts paying off fast.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! This looks super useful. <\/p>\n<p>As the founder of Dashform, I know that complex, multi-step forms are often the hardest part to test reliably.<\/p>\n<p>Small question how does your agent handle dynamic form fields or conditional logic (e.g., fields that only appear after a specific selection)? Does it adapt well if the DOM changes slightly?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@openaigpt5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@openaigpt5<\/a> Hey Ethan, thank you! <\/p>\n<\/p>\n<p>The agents don\u2019t rely on brittle selectors or fixed scripts instead uses only vision. They interact with forms the way a real user would: observing visible fields, understanding labels and context, and reacting to what appears next. When a selection reveals new fields, the agent incorporates those into the context and move forward.<\/p>\n<\/p>\n<p>That\u2019s one of the main reasons we use agents instead of traditional test scripts.<\/p>\n<\/p>\n<p>Give it a try with the free plan!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NEQ6CEB77MT5EB\" class=\"app-title\">Knowns CLI<\/a><\/p>\n<div class=\"one-liner\">AI-first CLI for task management and documentation.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">91<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u4f18\u5148\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u901a\u8fc7\u5728\u4efb\u52a1\u4e2d\u94fe\u63a5\u6587\u6863\u5e76\u8ba9AI\u81ea\u52a8\u8bfb\u53d6\u4e0a\u4e0b\u6587\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728AI\u7f16\u7a0b\u4f1a\u8bdd\u4e2d\u9700\u8981\u53cd\u590d\u590d\u5236\u7c98\u8d34\u9879\u76ee\u80cc\u666f\u3001\u4efb\u52a1\u8bf4\u660e\u548c\u5f00\u53d1\u89c4\u8303\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f2021261-e802-40df-8c50-e8168cd8dcbf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/37ac5a76-9f98-40e7-bc21-1cbea4829754.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/86ee0519-cbe8-4642-b39b-a164010ad826.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9001e74c-509d-411d-ad68-c6d20ecdae78.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/60f26e98-7326-46b9-b614-9f2ea9ccbf7c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5695aa63-0f17-46f9-a1a2-6393d8c62ec7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/80a0af25-18c3-4084-bded-1d3b3a5b7c83.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ef208116-7986-4f6f-a355-8fcb2b17ba27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a435fba3-5f9d-4a33-ba1b-d5b7118e297f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/ca976bb7-80e0-4750-b4a0-652ea9a597e0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Az0DR2vYP2k\"><source src=\"https:\/\/www.youtube.com\/watch?v=Az0DR2vYP2k\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u547d\u4ee4\u884c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u4fdd\u6301<\/span><br \/>\n <span class=\"tag\">MCP\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u95ed\u73af<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u6838\u5fc3\u75db\u70b9\u662fAI\u7f16\u7801\u4e2d\u7684\u4e0a\u4e0b\u6587\u4e22\u5931\u95ee\u9898\u3002\u521b\u4f5c\u8005\u548c\u7528\u6237\u5747\u8ba4\u4e3a\u5176\u201c\u8ba9AI\u76f4\u63a5\u8bfb\u53d6\u201d\u7684\u6a21\u578b\u6b63\u786e\uff0c\u81ea\u52a8\u66f4\u65b0\u6587\u6863\u5f62\u6210\u77e5\u8bc6\u95ed\u73af\u662f\u5173\u952e\u4f18\u52bf\u3002\u6709\u7528\u6237\u5df2\u5728\u56e2\u961f\u4e2d\u5b9e\u9645\u4f7f\u7528\u5e76\u9a8c\u8bc1\u5176\u8282\u7701\u65f6\u95f4\u3001\u7edf\u4e00\u67b6\u6784\u7684\u6548\u679c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Knowns CLI \u7784\u51c6\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u65e5\u76ca\u51f8\u663e\u7684\u201cAI\u5143\u5de5\u4f5c\u201d\u56f0\u5883\uff1a\u5f00\u53d1\u8005\u4e0eAI\u534f\u4f5c\u65f6\uff0c\u5927\u91cf\u7cbe\u529b\u6d6a\u8d39\u5728\u91cd\u590d\u5582\u6599\u548c\u4e0a\u4e0b\u6587\u7ef4\u62a4\u4e0a\uff0c\u800c\u975e\u521b\u9020\u6027\u5de5\u4f5c\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u521b\u9020\u4e86\u65b0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u91cd\u6784\u4e86AI\u4e0e\u5f00\u53d1\u751f\u6001\u4ea4\u4e92\u7684\u7ba1\u9053\u2014\u2014\u901a\u8fc7MCP\u7b49\u534f\u8bae\u8ba9AI\u4ece\u88ab\u52a8\u7684\u3001\u5931\u5fc6\u7684\u95ee\u7b54\u673a\uff0c\u8f6c\u53d8\u4e3a\u80fd\u4e3b\u52a8\u8bfb\u53d6\u9879\u76ee\u4e0a\u4e0b\u6587\uff08\u4efb\u52a1\u3001\u6587\u6863\u3001\u89c4\u8303\uff09\u5e76\u53cd\u5411\u66f4\u65b0\u77e5\u8bc6\u7684\u201c\u7cfb\u7edf\u53c2\u4e0e\u8005\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u601d\u8def\u7280\u5229\u5730\u907f\u5f00\u4e86\u5728\u63d0\u793a\u8bcd\u5de5\u7a0b\u6216\u804a\u5929\u754c\u9762\u4e0a\u7684\u5185\u5377\uff0c\u8f6c\u800c\u62e5\u62b1\u547d\u4ee4\u884c\u8fd9\u4e00\u751f\u4ea7\u529b\u539f\u70b9\u548c\u9879\u76ee\u6839\u76ee\u5f55\uff0c\u610f\u56fe\u5c06AI\u6df1\u5ea6\u5d4c\u5165\u5f00\u53d1\u5de5\u4f5c\u6d41\u7684\u5fc3\u810f\u5730\u5e26\u3002\u5176\u5ba3\u79f0\u7684\u201c\u77e5\u8bc6\u95ed\u73af\u201d\u662f\u6700\u5927\u80c6\u7684\u627f\u8bfa\uff0c\u82e5\u771f\u80fd\u53ef\u9760\u5b9e\u73b0\uff0c\u610f\u5473\u7740\u9879\u76ee\u6587\u6863\u80fd\u4ece\u8d1f\u62c5\u53d8\u4e3a\u6d3b\u4f53\u8d44\u4ea7\uff0c\u8fd9\u5177\u6709\u53d8\u9769\u6f5c\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5b83\u4e25\u91cd\u4f9d\u8d56AI\u5bf9\u590d\u6742\u4ee3\u7801\u5e93\u548c\u6a21\u7cca\u6587\u6863\u7684\u51c6\u786e\u7406\u89e3\u4e0e\u6458\u8981\u80fd\u529b\uff0c\u5f53\u524d\u5927\u6a21\u578b\u5728\u6b64\u5904\u7684\u53ef\u9760\u6027\u5b58\u7591\u3002\u5176\u6b21\uff0c\u5c06\u5173\u952e\u7684\u9879\u76ee\u77e5\u8bc6\u4e0e\u51b3\u7b56\u8bb0\u5f55\u6258\u4ed8\u7ed9AI\u81ea\u52a8\u66f4\u65b0\uff0c\u5f15\u5165\u4e86\u65b0\u7684\u98ce\u9669\u4e0e\u4fe1\u4efb\u95ee\u9898\u3002\u6700\u540e\uff0c\u5176\u6a21\u5f0f\u53ef\u80fd\u66f4\u9002\u5408\u6709\u4e00\u5b9a\u89c4\u8303\u7684\u4e2d\u5927\u578b\u9879\u76ee\uff0c\u5728\u5feb\u901f\u8fed\u4ee3\u6216\u5fae\u578b\u9879\u76ee\u4e2d\u4f18\u52bf\u672a\u5fc5\u660e\u663e\u3002\u672c\u8d28\u4e0a\uff0c\u5b83\u662f\u4e00\u6b3e\u4e3a\u201cAI\u539f\u751f\u5f00\u53d1\u6d41\u7a0b\u201d\u94fa\u8def\u7684\u57fa\u5efa\u578b\u5de5\u5177\uff0c\u6210\u8d25\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u81ea\u52a8\u5316\u201d\u4e0e\u201c\u53ef\u63a7\u6027\u201d\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\uff0c\u907f\u514d\u6210\u4e3a\u53e6\u4e00\u4e2a\u5236\u9020\u6df7\u4e71\u7684\u201c\u9ed1\u76d2\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Knowns CLI<\/span>\n <\/div>\n<div class=\"comment-content\">AI-first CLI for task management and documentation. Link docs in tasks, AI reads context automatically. Stop repeating patterns every session.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b Howz here, creator of Knowns.<\/p>\n<p>I built this out of pure frustration.<\/p>\n<p>Every AI coding session started the same way: copy-paste docs, explain the project structure, remind AI about conventions, paste the task details… then watch AI forget everything in the next chat.<\/p>\n<p>I was spending more time managing AI’s memory than actually building my app.<\/p>\n<p>So I asked myself: what if AI could just read the project context itself?<\/p>\n<p>That’s how Knowns CLI was born \u2014 a task and documentation manager that AI can actually read through MCP integration.<\/p>\n<p>Now when I say “work on task 42”, the AI already knows:<br \/>\n\u2192 What the task is<br \/>\n\u2192 Which docs are relevant<br \/>\n\u2192 What conventions to follow<\/p>\n<p>No more copy-pasting. No more “wait, let me give you the context.”<\/p>\n<p>The best part? When AI learns something new while coding, it can update the docs automatically. The knowledge loop is finally closed.<\/p>\n<p>Would love to hear how you’re currently managing context with AI tools \u2014 and happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@howznguyen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@howznguyen<\/a> Context loss is still one of the biggest productivity killers with AI coding.<\/p>\n<p>Letting AI read tasks and docs directly instead of relying on copy paste feels like the right mental model. Closing the loop by updating docs is a strong differentiator, not just convenience.<\/p>\n<p>I am seeing the same pattern while building Curatora. The real wins come when AI reduces meta work and keeps systems in sync. This feels like a solid step in that direction.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@howznguyen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@howznguyen<\/a> I love how the UI is so simple yet powerful behind the scenes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launch \u2014 love how Knowns turns CLI tasks into real AI-aware workflow.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> <\/p>\n<p>Thanks so much! \ud83d\ude4c<\/p>\n<p>That’s exactly the vision \u2014 making CLI the bridge between your workflow and AI’s understanding. Instead of AI being a separate tool you have to constantly feed information to, it becomes part of the workflow itself.<\/p>\n<p>And this is just the beginning \u2014 in the future, Knowns will also connect everyone across the entire project. Imagine the whole team sharing context, docs, and tasks in one place that AI can read and update. No more silos, no more sync issues.<\/p>\n<p>Appreciate the support! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great product! Keep up the good work man <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aspiiire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aspiiire<\/a> <br \/>Thanks so much! Really appreciate the kind words \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Howz is my friend, and I’m using Knowns in my stealth startup now. It definitely saved us a lot of time and effort since our team is using Claude Code a lot.<\/p>\n<p>No more copy-pasting context, no more repeating the same prompt, enforcing architecture.<\/p>\n<\/p>\n<p>I would recommend this 100%.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harryvu176\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryvu176<\/a> <br \/>Thanks bro! \ud83d\ude4f<\/p>\n<p>Working with you and your team on that stealth project has been incredibly valuable. The feedback from your team helped me improve so many things \u2014 from the CLI experience to how documents are structured and synced.<\/p>\n<p>Building a tool is one thing, but seeing it actually save time for a real team shipping real products? That’s the best validation I could ask for.<\/p>\n<p>Appreciate the support, and can’t wait to see what you guys are building! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5EBQUUYBQPQNJE\" class=\"app-title\">Tidey<\/a><\/p>\n<div class=\"one-liner\">A tiny Mac app that helps you clean your desktop mess <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">89<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6781\u7b80\u7684Mac\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u5b9a\u671f\u63d0\u9192\u548c\u5feb\u901f\u51b3\u7b56\u754c\u9762\uff0c\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u6e05\u7406\u957f\u671f\u5806\u79ef\u5728\u684c\u9762\u548c\u4e0b\u8f7d\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\uff0c\u89e3\u51b3\u6570\u5b57\u7a7a\u95f4\u6742\u4e71\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84329b0c-606d-4564-9235-0e05800a55a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0163d1b3-cb77-4cf4-8e8b-9216e803eb4a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd499710-3ba9-44be-8dc6-3b1899a7447e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u684c\u9762\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">Mac\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4e70\u65ad\u5236<\/span><br \/>\n <span class=\"tag\">\u65e0\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8d5e\u8d4f\u5176\u201c\u65e0\u8ba2\u9605\u3001\u65e0AI\u201d\u7684\u6781\u7b80\u7406\u5ff5\uff0c\u76f4\u51fb\u590d\u6742\u5de5\u5177\u6216\u4ed8\u8d39\u6a21\u5f0f\u7684\u75db\u70b9\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u4e3a\u89e3\u51b3\u81ea\u8eab\u684c\u9762\u6587\u4ef6\u5806\u79ef\u95ee\u9898\u800c\u521b\u5efa\uff0c\u5f3a\u8c03\u5176\u5feb\u901f\u3001\u65e0\u5e72\u6270\u7684\u6838\u5fc3\u4f53\u9a8c\u3002\u76ee\u524d\u8bc4\u8bba\u4e2d\u672a\u89c1\u5177\u4f53\u529f\u80fd\u5efa\u8bae\u6216\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Tidey\u7684\u51fa\u73b0\uff0c\u662f\u5bf9\u201c\u5de5\u5177\u7406\u6027\u81a8\u80c0\u201d\u7684\u4e00\u6b21\u6e29\u548c\u53cd\u51fb\u3002\u5728\u5404\u7c7b\u8f6f\u4ef6\u70ed\u8877\u4e8e\u5806\u780cAI\u3001\u793e\u4ea4\u529f\u80fd\u548c\u8ba2\u9605\u5236\u7684\u5927\u73af\u5883\u4e0b\uff0c\u5b83\u523b\u610f\u505a\u51cf\u6cd5\uff0c\u56de\u5f52\u5230\u4e00\u4e2a\u5de5\u5177\u6700\u539f\u59cb\u7684\u4ef7\u503c\uff1a\u4ee5\u6700\u4f4e\u7684\u8ba4\u77e5\u548c\u64cd\u4f5c\u6210\u672c\uff0c\u89e3\u51b3\u4e00\u4e2a\u5177\u4f53\u3001\u9ad8\u9891\u7684\u75db\u70b9\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u201c\u573a\u666f\u5b9a\u4e49\u201d\u2014\u2014\u5b83\u6ca1\u6709\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u5168\u76d8\u6587\u4ef6\u7ba1\u7406\u65b9\u6848\uff0c\u800c\u662f\u805a\u7126\u4e8e\u201c\u684c\u9762\u548c\u4e0b\u8f7d\u6587\u4ef6\u5939\u201d\u8fd9\u4e24\u4e2a\u6700\u5bb9\u6613\u5931\u63a7\u7684\u201c\u6587\u4ef6\u5783\u573e\u573a\u201d\uff0c\u5e76\u521b\u9020\u4e86\u201c\u5b9a\u671f\u63d0\u9192+\u5feb\u901f\u51b3\u7b56\u201d\u7684\u5fae\u5de5\u4f5c\u6d41\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5de7\u5999\u5730\u5229\u7528\u4e86\u7528\u6237\u7684\u8f7b\u5fae\u7126\u8651\u611f\uff08\u901a\u77e5\uff09\u548c\u51b3\u7b56\u75b2\u52b3\uff08\u4ec5\u63d0\u4f9b\u201c\u5220\u9664\u201d\u6216\u201c\u4fdd\u7559\u201d\u4e24\u4e2a\u9009\u9879\uff09\uff0c\u5c06\u4e00\u4ef6\u4ee4\u4eba\u62d6\u5ef6\u7684\u6574\u7406\u4efb\u52a1\uff0c\u8f6c\u5316\u4e3a\u53ef\u5728\u4e24\u5206\u949f\u5185\u5b8c\u6210\u7684\u8f7b\u677e\u52a8\u4f5c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u7280\u5229\u4e4b\u5904\u4e5f\u9690\u542b\u7740\u5929\u82b1\u677f\u3002\u6781\u7b80\u4e3b\u4e49\u662f\u5b83\u7684\u5229\u5203\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u53d1\u5c55\u7684\u67b7\u9501\u3002\u5728\u201c\u65e0AI\u201d\u7684\u5ba3\u8a00\u80cc\u540e\uff0c\u662f\u5bf9\u5f53\u524dAI\u80fd\u529b\u4e0e\u771f\u5b9e\u7528\u6237\u9700\u6c42\u9519\u4f4d\u7684\u5632\u8bbd\u2014\u2014\u6e05\u7406\u684c\u9762\u6587\u4ef6\u771f\u7684\u9700\u8981\u673a\u5668\u5b66\u4e60\u5417\uff1f\u4f46\u66f4\u6df1\u5c42\u7684\u95ee\u9898\u662f\uff0c\u5f53\u7528\u6237\u5c1d\u9c9c\u671f\u8fc7\u540e\uff0c\u8fd9\u79cd\u9700\u8981\u4e3b\u52a8\u5b9a\u671f\u5904\u7406\u7684\u6a21\u5f0f\uff0c\u662f\u5426\u4f1a\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u88ab\u5ffd\u7565\u7684\u901a\u77e5\uff1f\u5b83\u89e3\u51b3\u4e86\u201c\u6e05\u201d\u7684\u52a8\u4f5c\uff0c\u4f46\u672a\u89e6\u53ca\u201c\u4e71\u201d\u7684\u6839\u6e90\u2014\u2014\u7528\u6237\u7684\u6587\u4ef6\u4fdd\u5b58\u4e60\u60ef\u3002\u5b83\u66f4\u50cf\u4e00\u5242\u6548\u679c\u5feb\u4f46\u6cbb\u6807\u4e0d\u6cbb\u672c\u7684\u6b62\u75bc\u836f\uff0c\u800c\u975e\u6839\u6cbb\u65b9\u6848\u3002\u5b83\u7684\u6210\u529f\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5c06\u4f9d\u8d56\u4e8e\u7528\u6237\u81ea\u8eab\u7684\u6574\u7406\u610f\u613f\u7684\u6301\u7eed\u6027\u3002\u957f\u8fdc\u770b\uff0cTidey\u4ee3\u8868\u4e86\u5de5\u5177\u8f6f\u4ef6\u7684\u4e00\u4e2a\u7ec6\u5206\u65b9\u5411\uff1a\u514b\u5236\u5730\u89e3\u51b3\u8868\u9762\u95ee\u9898\uff0c\u5e76\u5c06\u6df1\u5ea6\u89e3\u51b3\u65b9\u6848\u7559\u7ed9\u66f4\u590d\u6742\u7684\u8f6f\u4ef6\uff0c\u8fd9\u6216\u8bb8\u662f\u4e00\u79cd\u660e\u667a\u7684\u751f\u5b58\u7b56\u7565\uff0c\u4f46\u4e5f\u6ce8\u5b9a\u4e86\u5176\u5de5\u5177\u5c5e\u6027\u7684\u9644\u5c5e\u5730\u4f4d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Tidey<\/span>\n <\/div>\n<div class=\"comment-content\">Hey everyone! I built Tidey because my desktop was always a disaster. Screenshots, random downloads, files I saved “just for now” 3 months ago… you know how it goes. So I made this simple menubar app. It shows you files that have been sitting on your Desktop or Downloads folder for a while, and you just pick: delete it or keep it. Thats it. No fancy features, no AI, no subscription. Just a quick way to go through your files and finally clean things up. Would love to hear what you think!<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey! Im the maker.<\/p>\n<p>Built this for myself first because I was tired of having 200+ files on my desktop and never dealing with them. Tried other apps but they were either too complicated or wanted monthly payments for something this simple.<\/p>\n<p>Tidey just sits in your menubar, reminds you when stuff piles up, and lets you quickly decide what to do with each file. Takes like 2 minutes. <\/p>\n<p>Happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 love the no\u2011frills, no\u2011AI focus on fast desktop cleanup<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Thanks Zeiki!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Great launch! Perfect fix for my endless desktop clutter\u2014no frills, no subs, just quick cleanups. Upvoted\u2014trying it today! \ud83d\udd25<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hkklaus97\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hkklaus97<\/a> Thanks Klaus, appreciate it a lot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/BASHT7FWAAIBSC\" class=\"app-title\">o11<\/a><\/p>\n<div class=\"one-liner\">Microsoft Copilot, But It Actually Works<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">87<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI\u63d2\u4ef6\u6df1\u5ea6\u96c6\u6210Microsoft 365\u7684\u589e\u6548\u5de5\u5177\uff0c\u80fd\u5728Excel\u3001PowerPoint\u548cWord\u4e2d\u5b9e\u73b0\u79d2\u7ea7\u5185\u5bb9\u751f\u6210\u4e0e\u7f16\u8f91\uff0c\u65e8\u5728\u89e3\u51b3\u529e\u516c\u573a\u666f\u4e2d\u91cd\u590d\u3001\u8017\u65f6\u7684\u6587\u6863\u5904\u7406\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71664211-ca33-451b-88b6-0d0f0989b9ff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/01da2527-2d31-4b90-ab5a-0eb746df440c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e9197090-ccfe-49f2-9385-0f14470b61a6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/d8f981f7-81ce-4eaa-9d77-f3086f134bf0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=M9sdsKV33LU\"><source src=\"https:\/\/www.youtube.com\/watch?v=M9sdsKV33LU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Finance<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u529e\u516c\u589e\u6548<\/span><br \/>\n <span class=\"tag\">Microsoft 365\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">Excel AI<\/span><br \/>\n <span class=\"tag\">PowerPoint AI<\/span><br \/>\n <span class=\"tag\">Word AI<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u5b9a\u4f4d\u7cbe\u51c6\uff0c\u80fd\u5207\u5b9e\u63d0\u5347\u5de5\u4f5c\u6d41\u6548\u7387\uff1b\u8d5e\u8d4f\u5176\u5927\u80c6\u7684\u6807\u8bed\uff1b\u540c\u65f6\u6709\u7528\u6237\u8be2\u95ee\u662f\u5426\u4f1a\u63a8\u51faGoogle Workspace\u7248\u672c\uff0c\u4f53\u73b0\u4e86\u5bf9\u8de8\u5e73\u53f0\u6269\u5c55\u7684\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n o11\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u5fae\u8f6fCopilot\u7684\u4e00\u6b21\u201c\u7cbe\u51c6\u72d9\u51fb\u201d\u3002\u5176\u6807\u8bed\u201cMicrosoft Copilot, But It Actually Works\u201d\u6781\u5177\u6311\u8845\u610f\u5473\uff0c\u76f4\u63a5\u6233\u4e2d\u4e86\u5f53\u524d\u4f01\u4e1a\u7ea7AI\u5de5\u5177\u5728\u843d\u5730\u4e2d\u666e\u904d\u5b58\u5728\u7684\u75db\u70b9\uff1a\u613f\u666f\u5b8f\u5927\uff0c\u4f46\u54cd\u5e94\u8fdf\u7f13\u3001\u96c6\u6210\u751f\u786c\u3001\u7ed3\u679c\u4e0d\u53ef\u63a7\uff0c\u5bfc\u81f4\u5b9e\u9645\u6548\u7387\u589e\u76ca\u4e0d\u53ca\u9884\u671f\u3002o11\u7684\u7b56\u7565\u806a\u660e\u800c\u805a\u7126\uff1a\u653e\u5f03\u5927\u800c\u5168\u7684\u901a\u7528\u52a9\u624b\u53d9\u4e8b\uff0c\u6df1\u8015\u5fae\u8f6fOffice\u8fd9\u4e00\u7edd\u5bf9\u4e3b\u6d41\u7684\u529e\u516c\u573a\u666f\uff0c\u627f\u8bfa\u201c\u79d2\u7ea7\u201d\u64cd\u4f5c\u3002\u8fd9\u770b\u4f3c\u6536\u655b\uff0c\u5b9e\u5219\u76f4\u51fb\u8981\u5bb3\u2014\u2014\u5b83\u7784\u51c6\u7684\u662f\u7528\u6237\u6700\u9891\u7e41\u3001\u6700\u611f\u75b2\u60eb\u7684\u201c\u673a\u68b0\u6027\u5fd9\u788c\u201d\uff0c\u8bd5\u56fe\u5c06AI\u4ece\u201c\u5076\u5c14\u54a8\u8be2\u7684\u53c2\u8c0b\u201d\u53d8\u4e3a\u201c\u65e0\u7f1d\u5d4c\u5165\u5de5\u4f5c\u6d41\u7684\u745e\u58eb\u519b\u5200\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u6df1\u5ea6\u4f9d\u8d56\u5fae\u8f6f\u751f\u6001\u65e2\u662f\u62a4\u57ce\u6cb3\u4e5f\u662f\u5929\u82b1\u677f\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8eG Suite\u7684\u8be2\u95ee\u5df2\u66b4\u9732\u51fa\u7528\u6237\u5bf9\u8de8\u5e73\u53f0\u80fd\u529b\u7684\u672c\u80fd\u671f\u5f85\u3002\u5176\u6b21\uff0c\u201cActually Works\u201d\u7684\u627f\u8bfa\u5c06\u627f\u53d7\u6700\u4e25\u82db\u7684\u68c0\u9a8c\uff0c\u5728Excel\u590d\u6742\u6570\u636e\u5904\u7406\u3001PPT\u4e13\u4e1a\u8bbe\u8ba1\u7b49\u573a\u666f\u4e0b\uff0cAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u4e0e\u4e13\u4e1a\u6027\u5c06\u662f\u5176\u53e3\u7891\u7684\u751f\u547d\u7ebf\u3002\u6700\u540e\uff0c\u5728\u5fae\u8f6f\u81ea\u8eab\u6b63\u5168\u529b\u63a8\u8fdbCopilot\u6df1\u5ea6\u6574\u5408\u7684\u80cc\u666f\u4e0b\uff0co11\u8fd9\u7c7b\u7b2c\u4e09\u65b9\u5de5\u5177\u5fc5\u987b\u6301\u7eed\u8bc1\u660e\u5176\u4e0d\u53ef\u66ff\u4ee3\u6027\uff0c\u65e0\u8bba\u662f\u5728\u901f\u5ea6\u3001\u6210\u672c\u8fd8\u662f\u7279\u5b9a\u573a\u666f\u7684\u4f18\u5316\u6df1\u5ea6\u4e0a\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u66ff\u4ee3Copilot\u201d\uff0c\u800c\u5728\u4e8e\u4ee5\u66f4\u8f7b\u91cf\u3001\u66f4\u5c16\u9510\u7684\u59ff\u6001\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u201c\u6b64\u523b\u5c31\u80fd\u7528\u4e0a\u4e14\u9ad8\u6548\u201d\u7684\u9009\u9879\uff0c\u4ece\u800c\u5012\u903c\u6574\u4e2a\u5e02\u573a\u66f4\u5173\u6ce8\u5b9e\u9645\u6548\u7528\u800c\u975e\u6982\u5ff5\u7092\u4f5c\u3002\u5176\u6210\u8d25\uff0c\u5c06\u662f\u5bf9AI\u5de5\u5177\u201c\u4ea7\u54c1\u5316\u201d\u80fd\u529b\u800c\u975e\u201c\u6280\u672f\u5316\u201d\u6f14\u793a\u7684\u4e00\u6b21\u5173\u952e\u6d4b\u8bd5\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">o11<\/span>\n <\/div>\n<div class=\"comment-content\">Unlock extreme productivity within the Microsoft 365 suite using o11’s AI add-ins. Build or edit anything in Excel, Powerpoint, and Word in mere seconds. Use for free today.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt,<\/p>\n<p>We built this for power users that want to move fast within the Microsoft 365 suite. We use o11 daily to aid us with various tasks and it takes care of it all in seconds. Try our product out and let us know what you think!<\/p>\n<p>What will you guys use o11 for?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aryaho11\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aryaho11<\/a> congrats on the launch! Will you launch for G Suite as well? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 o11 looks like a sharp, focused way to get real AI leverage inside everyday Microsoft 365 workflows.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Bold tagline love it \ud83d\ude04. The idea of actually supercharging Excel\/PowerPoint\/Word with fast, reliable AI is huge. If it really cuts the busywork inside 365, that\u2019s an instant productivity win. Curious to see how deep the integrations go.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/A7JAEECSHY4QEP\" class=\"app-title\">Bloka<\/a><\/p>\n<div class=\"one-liner\">AI turns any object into your focus trigger<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">86<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5229\u7528AI\u7269\u4f53\u8bc6\u522b\u6280\u672f\uff0c\u5c06\u4efb\u610f\u5b9e\u4f53\u7269\u54c1\uff08\u5982\u7b14\u8bb0\u672c\u7535\u8111\u3001\u5496\u5561\u676f\uff09\u8f6c\u5316\u4e3a\u201c\u4e13\u6ce8\u5f00\u5173\u201d\u7684App\uff0c\u901a\u8fc7\u626b\u63cf\u7269\u54c1\u5373\u65f6\u9501\u5b9a\u6216\u89e3\u9501\u5206\u5fc3\u5e94\u7528\uff0c\u5728\u9700\u8981\u6df1\u5ea6\u5de5\u4f5c\u7684\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u521b\u9020\u4e86\u4e00\u4e2a\u4f4e\u95e8\u69db\u3001\u96f6\u786c\u4ef6\u7684\u7269\u7406\u4eea\u5f0f\uff0c\u4ee5\u5bf9\u6297\u610f\u5fd7\u529b\u6d88\u8017\u548c\u8f6f\u4ef6\u5c4f\u853d\u6613\u88ab\u7ed5\u8fc7\u7684\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/bbc2f307-89d8-4a07-81dd-7bc69ddc72c6.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/MEsAyjOxe7o?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/MEsAyjOxe7o?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5323a8f7-8b99-4444-9490-cbbe0bba1601.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51941c65-773b-4e39-abb1-ab77bacab21b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/071d07e1-4bdf-4afb-b36a-d7a1a802b0bd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a29b6b40-ab13-443f-95cb-458cde021545.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bed6ffb4-f9ad-464a-ab3c-e5190c4d1592.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e13\u6ce8\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">AI\u7269\u4f53\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u7269\u7406\u4eea\u5f0f<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u5c4f\u853d<\/span><br \/>\n <span class=\"tag\">\u65e0\u786c\u4ef6\u65b9\u6848<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u5fc3\u7406\u5c4f\u969c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5c06\u4e13\u6ce8\u884c\u4e3a\u8f6c\u5316\u4e3a\u7269\u7406\u4eea\u5f0f\u7684\u521b\u65b0\u7406\u5ff5\uff0c\u8ba4\u4e3a\u8fd9\u8d85\u8d8a\u4e86\u5355\u7eaf\u4f9d\u8d56\u610f\u5fd7\u529b\u7684\u8f6f\u4ef6\u5c4f\u853d\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1\uff09\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u521b\u9020\u201c\u6709\u610f\u8bc6\u7684\u6682\u505c\u201d\u800c\u975e\u5355\u7eaf\u5c01\u9501\uff1b2\uff09\u4e0e\u9700\u8d2d\u4e70\u786c\u4ef6\u7684\u65b9\u6848\uff08\u5982NFC\u6807\u7b7e\uff09\u76f8\u6bd4\uff0c\u5229\u7528\u73b0\u6709\u7269\u54c1\u66f4\u5177\u4fbf\u6377\u6027\u548c\u8da3\u5473\u6027\uff1b3\uff09\u671f\u5f85\u5f3a\u5316\u6a21\u5f0f\u5207\u6362\u65f6\u7684\u611f\u5b98\u53cd\u9988\uff08\u5982\u89e6\u89c9\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Bloka\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u6ca1\u6709\u5728\u201c\u5c4f\u853d\u5f3a\u5ea6\u201d\u7684\u7ea2\u6d77\u7ade\u4e89\u4e2d\u7ee7\u7eed\u5185\u5377\uff0c\u800c\u662f\u5de7\u5999\u5730\u5207\u6362\u4e86\u6218\u573a\uff1a\u4ece\u201c\u8f6f\u4ef6\u5bf9\u6297\u201d\u8f6c\u5411\u201c\u884c\u4e3a\u5e72\u9884\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ea7\u54c1\u5e76\u975e\u90a3\u4e2a\u8bc6\u522b\u7269\u4f53\u7684AI\u6a21\u578b\uff0c\u800c\u662f\u88ab\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u201c\u7269\u7406\u4eea\u5f0f\u201d\u3002\u8fd9\u4e2a\u4eea\u5f0f\u611f\uff0c\u6784\u6210\u4e86\u4e00\u4e2a\u4f4e\u6210\u672c\u7684\u201c\u542f\u52a8\u6469\u64e6\u201d\uff0c\u5176\u5fc3\u7406\u4ef7\u503c\u8fdc\u5927\u4e8e\u6280\u672f\u4ef7\u503c\u2014\u2014\u5b83\u6253\u65ad\u4e86\u65e0\u610f\u8bc6\u6293\u53d6\u624b\u673a\u7684\u884c\u4e3a\u81ea\u52a8\u9a7e\u9a76\u72b6\u6001\uff0c\u7528\u4e00\u6b21\u626b\u63cf\u52a8\u4f5c\u5f3a\u8feb\u7528\u6237\u8fdb\u884c\u610f\u56fe\u58f0\u660e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u77db\u76fe\u4e5f\u690d\u6839\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u5176\u6548\u679c\u9ad8\u5ea6\u4f9d\u8d56\u7528\u6237\u5bf9\u81ea\u6211\u89c4\u5219\u7684\u201c\u8bda\u4fe1\u9075\u5b88\u201d\uff0c\u672c\u8d28\u4e0a\u4ecd\u662f\u4e00\u79cd\u57fa\u4e8e\u627f\u8bfa\u7684\u673a\u5236\u3002\u5f53\u7d27\u6025\u60c5\u51b5\u6216\u5f3a\u70c8\u51b2\u52a8\u51fa\u73b0\u65f6\uff0c\u7528\u6237\u5b8c\u5168\u53ef\u4ee5\u8f7b\u6613\u9009\u62e9\u4e0d\u6267\u884c\u626b\u63cf\u4eea\u5f0f\uff0c\u6216\u76f4\u63a5\u5378\u8f7d\u5e94\u7528\u3002\u5176\u6b21\uff0c\u5c06\u624b\u673a\u672c\u8eab\u65e2\u4f5c\u4e3a\u201c\u9501\u201d\u53c8\u4f5c\u4e3a\u201c\u88ab\u9501\u5bf9\u8c61\u201d\uff0c\u5b58\u5728\u6839\u672c\u6027\u7684\u573a\u666f\u6096\u8bba\uff1a\u82e5\u9700\u7528\u624b\u673a\u626b\u63cf\u5496\u5561\u676f\u6765\u9501\u5b9a\u793e\u4ea4\u5e94\u7528\uff0c\u610f\u5473\u7740\u624b\u673a\u5fc5\u987b\u5904\u4e8e\u53ef\u968f\u65f6\u53d6\u7528\u7684\u72b6\u6001\uff0c\u8fd9\u672c\u8eab\u5c31\u53ef\u80fd\u6210\u4e3a\u5206\u5fc3\u6e90\u5934\u3002\u5c3d\u7ba1\u521b\u59cb\u4eba\u63d0\u53ca\u201c\u624b\u673a\u653e\u53e6\u4e00\u623f\u95f4\u6709\u6548\u201d\u7684\u6d1e\u5bdf\uff0c\u4f46Bloka\u5e76\u672a\u89e3\u51b3\u201c\u5de5\u4f5c\u4ecd\u9700\u7528\u624b\u673a\u201d\u7684\u6838\u5fc3\u77db\u76fe\uff0c\u53ea\u662f\u5c06\u5176\u7f8e\u5316\u6210\u4e86\u4e00\u4e2a\u4eea\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u672a\u6765\u4ef7\u503c\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u6210\u4e3a\u575a\u4e0d\u53ef\u6467\u7684\u201c\u9501\u201d\uff0c\u800c\u5728\u4e8e\u6210\u4e3a\u884c\u4e3a\u8bbe\u8ba1\u7684\u201c\u63d0\u793a\u5668\u201d\u3002\u4e0e\u5176\u8ffd\u6c42\u65e0\u6cd5\u903e\u8d8a\u7684\u5c4f\u853d\uff0c\u4e0d\u5982\u6df1\u8015\u5982\u4f55\u8ba9\u8fd9\u4e2a\u201c\u4eea\u5f0f\u201d\u66f4\u5177\u610f\u4e49\u611f\u548c\u4e2a\u6027\u5316\uff0c\u4f8b\u5982\u4e0e\u4e13\u6ce8\u65f6\u957f\u7edf\u8ba1\u3001\u73af\u5883\u60c5\u666f\uff08\u8bc6\u522b\u4e0d\u540c\u7269\u4f53\u8fdb\u5165\u4e0d\u540c\u6a21\u5f0f\uff09\u66f4\u6df1\u5ea6\u7ed3\u5408\uff0c\u4ece\u201c\u5c4f\u853d\u5de5\u5177\u201d\u8f6c\u578b\u4e3a\u201c\u4e13\u6ce8\u4f34\u4fa3\u201d\u3002\u5426\u5219\uff0c\u65b0\u9c9c\u611f\u8fc7\u540e\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u6570\u5b57\u6781\u7b80\u4e3b\u4e49\u8005\u5728\u4e66\u684c\u4e0a\u6446\u653e\u7684\u53c8\u4e00\u4e2a\u201c\u5b89\u6170\u5242\u201d\u6309\u94ae\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Bloka<\/span>\n <\/div>\n<div class=\"comment-content\">Bloka uses AI object recognition to turn everyday items into focus triggers. Point your camera at your laptop, coffee mug, or a book \u2014 Bloka recognizes it and instantly blocks apps like Instagram, TikTok, and YouTube. Scan again to unlock. Unlike blockers that rely on willpower or expensive hardware, Bloka creates a physical ritual with zero setup. No NFC tags to buy, no devices to charge. Just pick any object and start focusing. Your environment becomes your accountability partner.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone! \ud83d\udc4b<br \/>\nI’m Luca, the maker of Bloka. Like most of you, I’ve tried every focus app out there \u2014 screen time limits, app blockers, you name it. They all failed me because bypassing them was too easy. There’s no friction when it’s just a toggle on the same device distracting you.<br \/>\nThen I noticed something: the physical act of putting my phone in another room actually worked. The problem? I still needed my phone for work.<br \/>\nSo I built Bloka. It started with NFC tags \u2014 tap to block, tap to unlock. Simple and effective. But people kept asking “what if I don’t have a tag with me?” Fair point.<br \/>\nThat’s when I added AI object recognition. Now any object around you can become your “focus switch.” Point your camera at your laptop, a book, or your coffee mug \u2014 Bloka recognizes it and blocks your distracting apps instantly. Scan the same object again to unblock. No hardware to buy, just whatever’s already on your desk.<br \/>\nIt sounds almost too simple, but that’s the point. The physical ritual creates a psychological barrier that pure software can’t match.<br \/>\nI’d love your feedback \u2014 what features would make this more useful for you? And happy to answer any questions!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@luca_flati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luca_flati<\/a> Love the idea of turning <em>focus<\/em> into a physical ritual instead of a setting.<\/p>\n<p>Curious if you\u2019ve noticed a difference between blocking distractions and making people more aware of what they\u2019re about to do next.<\/p>\n<p>It feels like the object isn\u2019t just a lock, but a moment of intentional pause \u2013 which might be the real behavior change here.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@dmitry_petrakov Love that you caught that, Dmitry. It’s definitely more about the awareness than the actual block. The goal is to break the ‘autopilot’ mode we all fall into when we reach for our phones. It’s less of a lock and more of a speed bump for the brain!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@luca_flati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luca_flati<\/a> I really like how this leans into behavior design instead of just stronger blocking.<br \/>The ritual aspect feels more important than the restriction itself.<\/p>\n<p>Did you experiment with adding any visual or haptic feedback to reinforce that moment of \u201cI\u2019m entering focus mode\u201d?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love that it doesn\u2019t just rely on willpower. Using a real object as a focus trigger actually makes it feel like a <em>ritual<\/em> rather than just another app blockers.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@mathews_simons Spot on, Mathews! Willpower is a finite resource, and most app blockers fail because they ask you to use even more of it to stay disciplined.<\/p>\n<p>By shifting the burden to a physical ritual, you\u2019re essentially automating the transition into deep work. It\u2019s less about ‘trying hard’ and more about ‘starting the ritual.’ If you had to pick one object on your desk right now to be your permanent ‘focus totem,’ what would it be?”<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Honestly this feels like magic just point my phone at my coffee mug and <em>boom<\/em> social apps are blocked. No more endless scrolling.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@eric_lens That ‘magic’ feeling is exactly what we were aiming for! \ud83e\ude84 There is something very satisfying about turning a morning staple like a coffee mug into a physical gatekeeper. It transforms a mundane habit into a clear signal to your brain that ‘it\u2019s time to work.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Haha, clever! and you seem like a Duolingo fan(I learned how to play chess there).<br \/>btw. my object would be \ud83d\udc47<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c4f9f55-f9e9-4f3d-a199-08f2335c27e4.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jojo_li Haha, you caught us! Huge fans of the Duo bird over here. We figure if they can make people learn a language through gamification, we can use that same energy to help people actually get work done. And I\u2019m dying to know\u2014what\u2019s the object? The emoji is pointing to a mystery! \ud83d\udc47<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jojo_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jojo_li<\/a> Haha, that’s incredible! \ud83e\udd29 I love the stars in its eyes. It looks like it’s already in deep focus mode. If that\u2019s your focus trigger, I\u2019m 100% here for it. Does it have a name? Also, respect for learning chess on Duolingo\u2014that owl is a ruthless motivator!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve used Brick, which is effective for the reasons you mention–physical ritual to block\/unblock, becomes a positive habit. I love your approach to use AI to eliminate the need for the NFC tag, this really opens this concept up and adds an element of fun to it. I look forward to trying it out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jennifer_klepper That is great to hear, Jennifer! Brick definitely paved the way for showing how powerful a physical \u2018key\u2019 can be for focus.<br \/>\nThe big shift we wanted to make with Bloka was removing that dependency on a specific hardware tag. By using AI to let any personal object become your \u2018key,\u2019 we\u2019re hoping to make the ritual feel more personal and accessible\u2014plus, as you mentioned, there\u2019s something fun about choosing your own \u2018focus totem\u2019.<br \/>\nSince you\u2019ve used hardware-based blockers before, do you find that you prefer a dedicated device, or does the idea of turning a favorite desk object into your ‘lock’ feel more integrated into your workspace?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jennifer_klepper That is a fascinating constraint, Jennifer! You\u2019ve touched on a core ‘spatial’ psychology: if the key is too close to the keyboard, the friction disappears.<br \/>\nThe beauty of using AI instead of a dedicated NFC tag is that your ‘totem’ can be anything that fits your travel kit but stays tucked away\u2014maybe a specific souvenir, a small personal item or a piece of equipment you only keep in your luggage. It allows the ritual to travel with you without being ‘omnipresent’ on your desk.<br \/>\nSince you\u2019re a writer, I\u2019m curious: do you have a specific activity you do that signals the end of a writing session for you? That could be the perfect candidate for your ‘unlock’ totem!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HFTE4TIZNHMAFJ\" class=\"app-title\">TransMov<\/a><\/p>\n<div class=\"one-liner\">Convert, edit, and export videos & animations locally on Mac<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">84<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>TransMov\u662f\u4e00\u6b3e\u5728Mac\u4e0a\u672c\u5730\u8fd0\u884c\u7684\u89c6\u9891\u4e0e\u52a8\u753b\u5904\u7406\u5de5\u5177\uff0c\u6838\u5fc3\u89e3\u51b3\u8bbe\u8ba1\u5e08\u3001\u5f00\u53d1\u8005\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u9700\u8981\u5feb\u901f\u3001\u9690\u79c1\u5b89\u5168\u5730\u8f6c\u6362\u683c\u5f0f\u3001\u7f16\u8f91\u89c6\u9891\u53ca\u521b\u5efa\u52a8\u753b\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u590d\u6742\u4e13\u4e1a\u8f6f\u4ef6\u6216\u4e91\u7aef\u670d\u52a1\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/92337b02-76b2-4d08-a57d-2ecc1bb7be7e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a78ce6b7-6b17-40a8-9785-42e351b54cab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5128e59c-6ef6-45d0-bf26-ff35ebd02d4f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd3d16b2-12f2-4e08-a5a0-f2e44a60df9c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4343e90e-aec7-4d05-ba32-ac37fe0de5cc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d1fac8a2-27af-43b5-91a3-eb8c5664c793.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Animation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u52a8\u753b\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u683c\u5f0f\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">Mac\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u8fd0\u884c<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u53bb\u80cc\u666f<\/span><br \/>\n <span class=\"tag\">GIF\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u7f16\u8f91<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u4e3b\u52a8\u8bf4\u660ePro\u7248\u529f\u80fd\uff08\u53bb\u6c34\u5370\u3001\u65e0\u9650\u65f6\u957f\u7b49\uff09\u5e76\u8be2\u95ee\u7528\u6237\u5de5\u4f5c\u6d41\u504f\u597d\u3002\u7528\u6237\u6709\u7b80\u5355\u795d\u8d3a\uff0c\u4f46\u6709\u6548\u8bc4\u8bba\u8f83\u5c11\uff0c\u672a\u4f53\u73b0\u5b9e\u9645\u4f7f\u7528\u53cd\u9988\u6216\u5c16\u9510\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n TransMov\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7ec6\u5206\u5374\u5b9e\u9645\u5b58\u5728\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u5728Mac\u4e0a\u63d0\u4f9b\u96c6\u683c\u5f0f\u8f6c\u6362\u3001\u57fa\u7840\u7f16\u8f91\u4e0e\u52a8\u753b\u521b\u5efa\u4e8e\u4e00\u4f53\u7684\u672c\u5730\u5316\u5de5\u5177\u3002\u5176\u5ba3\u4f20\u7684\u201c\u9690\u79c1\u7b2c\u4e00\u201d\u548c\u201c\u672c\u5730\u8fd0\u884c\u201d\u76f4\u6307\u5f53\u524d\u7528\u6237\u5bf9\u6570\u636e\u5b89\u5168\u7684\u654f\u611f\u795e\u7ecf\uff0c\u5c24\u5176\u9488\u5bf9\u5904\u7406\u4e2d\u95f4\u7d20\u6750\u7684\u521b\u4f5c\u8005\uff0c\u8fd9\u662f\u4e00\u4e2a\u806a\u660e\u7684\u5dee\u5f02\u5316\u5356\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6838\u5fc3\u529f\u80fd\u7ec4\u5408\u7565\u663e\u201c\u7f1d\u5408\u201d\u3002APNG\/GIF\/WebP\u7684\u4e92\u8f6c\u4e0e\u9884\u89c8\u3001AI\u53bb\u80cc\u666f\uff0c\u6bcf\u4e00\u9879\u5728\u5e02\u573a\u4e0a\u5747\u6709\u72ec\u7acb\u6216\u5728\u7ebf\u5de5\u5177\u53ef\u66ff\u4ee3\u3002\u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5c06\u8fd9\u51e0\u9879\u4e2d\u5ea6\u9700\u6c42\u6253\u5305\uff0c\u63d0\u4f9b\u4e00\u79cd\u201c\u4e00\u7ad9\u5f0f\u201d\u7684\u4fbf\u5229\u6027\uff0c\u8bd5\u56fe\u5c06\u7528\u6237\u4ece\u591a\u4e2a\u6807\u7b7e\u9875\u6216\u7b28\u91cd\u4e13\u4e1a\u8f6f\u4ef6\u4e2d\u89e3\u653e\u51fa\u6765\u3002\u76ee\u6807\u7528\u6237\u201c\u4e0d\u60f3\u4f7f\u7528\u590d\u6742\u8bbe\u8ba1\u5de5\u5177\u201d\u7684\u5b9a\u4f4d\u6e05\u6670\uff0c\u4f46\u6311\u6218\u5728\u4e8e\uff0c\u8fd9\u7c7b\u7528\u6237\u7684\u9700\u6c42\u9891\u6b21\u548c\u4ed8\u8d39\u610f\u613f\u53ef\u80fd\u4e0d\u9ad8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u533a\u7684\u51b7\u6e05\u548c\u5f00\u53d1\u8005\u4e3b\u5bfc\u7684\u5bf9\u8bdd\u6765\u770b\uff0c\u4ea7\u54c1\u5c1a\u672a\u5f15\u53d1\u771f\u5b9e\u7528\u6237\u7684\u5f3a\u70c8\u5171\u9e23\u6216\u6df1\u5ea6\u8ba8\u8bba\u3002Pro\u7248\u7684\u89e3\u9501\u70b9\uff08\u53bb\u6c34\u5370\u3001\u65e0\u9650\u957f\u5ea6\uff09\u5c5e\u4e8e\u5de5\u5177\u7c7b\u5e94\u7528\u5e38\u89c1\u6a21\u5f0f\uff0c\u4f46\u201c\u9ad8\u7ea7\u8fb9\u7f18\u5904\u7406\u201d\u7b49\u672f\u8bed\u5bf9\u666e\u901a\u7528\u6237\u4e0d\u591f\u76f4\u89c2\u3002\u5176\u6210\u529f\u5173\u952e\u5728\u4e8e\u80fd\u5426\u7cbe\u51c6\u89e6\u8fbe\u90a3\u4e9b\u9891\u7e41\u5728\u89c6\u9891\u3001\u52a8\u56fe\u683c\u5f0f\u95f4\u5207\u6362\uff0c\u4e14\u5bf9\u6c34\u5370\u548c\u7f51\u7edc\u4e0a\u4f20\u96f6\u5bb9\u5fcd\u7684\u7279\u5b9a\u7fa4\u4f53\uff0c\u5982\u6280\u672f\u535a\u4e3b\u3001UI\/UX\u8bbe\u8ba1\u5e08\u6216\u793e\u533a\u8fd0\u8425\u8005\u3002\u82e5\u4e0d\u80fd\u5feb\u901f\u5efa\u7acb\u6838\u5fc3\u7528\u6237\u53e3\u7891\uff0c\u5b83\u5f88\u53ef\u80fd\u6df9\u6ca1\u5728Mac App Store\u6d77\u91cf\u7684\u5a92\u4f53\u5de5\u5177\u4e2d\u3002\u4ea7\u54c1\u601d\u8def\u6e05\u6670\uff0c\u4f46\u5e02\u573a\u7a7f\u900f\u529b\u6709\u5f85\u9a8c\u8bc1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">TransMov<\/span>\n <\/div>\n<div class=\"comment-content\">Need professional video and animation processing on your Mac? \ud83c\udfac TransMov lets you create stunning animations, convert formats, and process media files \u2014 all locally and privacy-first. Key features: \u2022 Preview APNG, GIF, WebP with frame-by-frame navigation \u2022 Remove video backgrounds using AI or chroma key \u2022 Convert MP4\/MOV to APNG\/GIF\/WebP with cropping & custom export \u2022 Switch between APNG, GIF, WebP with quality control Perfect for designers, developers, and content creators.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Thanks for checking out TransMov! \ud83c\udfac <\/p>\n<p>Download it on the Mac App Store here: <a href=\"https:\/\/apps.apple.com\/us\/app\/transmov\/id6756703030?mt=12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/tr…<\/a><\/p>\n<p>Pro version unlocks:<br \/>\n\u2022 Unlimited video length<br \/>\n\u2022 Export APNG\/WebP\/GIF without watermark<br \/>\n\u2022 Custom output sizes & advanced edge processing<br \/>\n\u2022 Priority support<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Curious to hear what Mac tools you use for video-to-animation workflows \u2014 I\u2019d love your suggestions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great work, congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aspiiire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aspiiire<\/a> Thanks so much! \ud83d\ude4c<br \/>I built TransMov mainly for developers and creators who need animations but don\u2019t want to deal with complex design tools.<br \/>Out of curiosity, do you usually work with GIFs, APNGs, or something else for animations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/7HVEHZZBHVZTSL\" class=\"app-title\">Web Accessibility Testing MCP<\/a><\/p>\n<div class=\"one-liner\"> Give LLMs access to web accessibility testing APIs<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">78<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3aLLMs\u63d0\u4f9b\u7f51\u9875\u65e0\u969c\u788d\u6d4b\u8bd5API\u63a5\u53e3\u7684MCP\u670d\u52a1\u5668\uff0c\u4f7fAI\u52a9\u624b\u80fd\u5728\u5f00\u53d1\u6d41\u7a0b\u4e2d\u81ea\u52a8\u68c0\u6d4b\u7f51\u7ad9\u5bf9WCAG\u6807\u51c6\u7684\u5408\u89c4\u6027\uff0c\u89e3\u51b3\u4eba\u5de5\u68c0\u6d4b\u6548\u7387\u4f4e\u3001\u6613\u9057\u6f0f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/93038c72-63fa-45d4-ad9f-122dbc56aa98.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=8nx9hnYqHqs\"><source src=\"https:\/\/www.youtube.com\/watch?v=8nx9hnYqHqs\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/309ba8a1-813f-4430-95b9-6e810401b4bb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/315233f7-03de-40a5-be19-23baace75337.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/933339a2-cf44-4d62-8a86-9fbfbce45a0b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Web Design<\/span><br \/>\n <span class=\"tag\">Inclusivity<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u65e0\u969c\u788d\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">WCAG\u5408\u89c4<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u53ef\u8bbf\u95ee\u6027<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u53cd\u9988\u8ba4\u4e3a\u8be5\u4ea7\u54c1\u8ba9LLM\u76f4\u63a5\u63a5\u5165\u6d4b\u8bd5API\uff0c\u662fAI\u4ee3\u7406\u5728\u5de5\u7a0b\u6d41\u7a0b\u4e2d\u53d8\u5f97\u771f\u6b63\u6709\u7528\u7684\u5173\u952e\u4e00\u6b65\uff0c\u7c7b\u6bd4\u4e86\u57fa\u7840\u8bbe\u65bd\u5de5\u5177\u9886\u57df\u7684\u7c7b\u4f3c\u589e\u76ca\u3002\u5f00\u53d1\u8005\u672c\u4eba\u8bc4\u8bba\u5206\u4eab\u4e86\u9879\u76ee\u7684\u521d\u6b65\u6210\u7ee9\u5e76\u5bfb\u6c42\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n A11y MCP \u7684\u4ea7\u54c1\u903b\u8f91\u6e05\u6670\u4e14\u5c16\u9510\uff1a\u5b83\u5e76\u975e\u76f4\u63a5\u9762\u5411\u7ec8\u7aef\u5f00\u53d1\u8005\uff0c\u800c\u662f\u9009\u62e9\u6210\u4e3aLLM\u7684\u201c\u611f\u5b98\u201d\u4e0e\u201c\u5de5\u5177\u624b\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u53c8\u4e00\u4e2aaxe-core\u7684\u5c01\u88c5\u5668\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u5c06\u201c\u7f51\u9875\u65e0\u969c\u788d\u6d4b\u8bd5\u201d\u8fd9\u4e00\u4e13\u4e1a\u4e14\u7e41\u7410\u7684\u68c0\u67e5\u70b9\uff0c\u65e0\u7f1d\u5d4c\u5165\u5230AI\u9a71\u52a8\u7684\u65e5\u5e38\u5f00\u53d1\u6d41\u4e2d\u3002\u8fd9\u9884\u793a\u7740\u4e00\u79cd\u8303\u5f0f\u8f6c\u53d8\u2014\u2014\u4ece\u201c\u5f00\u53d1\u8005\u4e3b\u52a8\u8fd0\u884c\u6d4b\u8bd5\u5de5\u5177\u201d\u5230\u201cAI\u5728\u4ee3\u7801\u7f16\u5199\u3001\u5185\u5bb9\u751f\u6210\u6216\u5ba1\u67e5\u65f6\uff0c\u5b9e\u65f6\u3001\u88ab\u52a8\u5730\u65bd\u52a0\u65e0\u969c\u788d\u7ea6\u675f\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n 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<\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Web Accessibility Testing MCP<\/span>\n <\/div>\n<div class=\"comment-content\">A11y MCP is an MCP (Model Context Protocol) server that gives LLMs access to web accessibility testing APIs. This server uses the Deque Axe-core API and Puppeteer to allow LLMs to analyze web content for WCAG compliance and identify accessibility issues.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Giving LLMs direct access to testing APIs is where agents start becoming genuinely useful in engineering workflows.<br \/>We\u2019ve seen similar gains when agents can safely act on infra and tooling while building GTWY<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@human_gtwy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@human_gtwy<\/a> thank you for your input!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! <\/p>\n<p>I’m excited to share the A11y MCP server: an MCP server that gives LLMs access to web accessibility testing APIs.<\/p>\n<p>This project has hit 8000+ downloads, ~50 stars on GitHub, and is verified by multiple MCP providers (Glama, MseeP). <\/p>\n<p>Would love your support so we can hit 10k downloads!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = 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{"id":103,"date":"2026-01-15T10:35:03","date_gmt":"2026-01-15T02:35:03","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/01\/15\/2026-01-14\/"},"modified":"2026-01-15T10:35:03","modified_gmt":"2026-01-15T02:35:03","slug":"2026-01-14","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/01\/15\/2026-01-14\/","title":{"rendered":"PH\u70ed\u699c | 2026-01-14"},"content":{"rendered":"

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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-14<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-01-14<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JIA6D32JI237NZ\" class=\"app-title\">remio 2.0<\/a><\/p>\n<div class=\"one-liner\">Captures your work to build a searchable knowledge base<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">378<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>remio 2.0\u662f\u4e00\u6b3e\u672c\u5730\u4f18\u5148\u7684\u201c\u7b2c\u4e8c\u5927\u8111\u201d\u5e94\u7528\uff0c\u901a\u8fc7\u81ea\u52a8\u7d22\u5f15\u7528\u6237\u7684\u5168\u573a\u666f\u6570\u636e\uff08\u7f51\u9875\u3001\u672c\u5730\u6587\u4ef6\u3001\u901a\u8baf\u6d88\u606f\u7b49\uff09\uff0c\u5728\u4fe1\u606f\u8fc7\u8f7d\u548c\u788e\u7247\u5316\u7684\u5de5\u4f5c\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u77e5\u8bc6\u5de5\u4f5c\u8005\u9700\u8981\u624b\u52a8\u6574\u7406\u3001\u67e5\u627e\u4fe1\u606f\u7684\u75db\u70b9\uff0c\u5b9e\u73b0\u65e0\u9700\u7ef4\u62a4\u7684\u3001\u53ef\u5bf9\u8bdd\u5f0f\u68c0\u7d22\u7684\u4e2a\u4eba\u77e5\u8bc6\u5e93\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1387d0a-d843-46c0-bb72-99a07614b30a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/08dbd715-9b10-44cb-a196-31b5d93cdf22.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a06ed6c5-fa33-4a04-871d-4e9559705c2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bce5c1ba-9364-491a-b7e8-722b4d6a0fb6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/088c259b-7da6-4b7e-bb6f-d88452a4876c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/87b8d08c-01dc-4bab-ac59-76927939338c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19e2f535-1b92-4229-be95-ab5ee07d5b5a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0bbe650b-6fb2-4350-badb-9e3d25a4884f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e2a\u4eba\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7b2c\u4e8c\u5927\u8111<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u7d22\u5f15<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u68c0\u7d22<\/span><br \/>\n <span class=\"tag\">\u96f6\u7ef4\u62a4\u77e5\u8bc6\u5e93<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6574\u5408<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u9ad8\u5ea6\u8d5e\u8d4f\u5176\u201c\u672c\u5730\u4f18\u5148\u201d\u8bbe\u8ba1\u5e26\u6765\u7684\u9690\u79c1\u5b89\u5168\u548c\u6027\u80fd\u4f18\u52bf\uff0c\u7279\u522b\u662f\u672c\u5730\u8f6c\u5f55\u548c\u7d22\u5f15\u529f\u80fd\u3002\u6838\u5fc3\u53cd\u9988\u5305\u62ec\uff1a\u671f\u5f85\u66f4\u591a\u5de5\u5177\u96c6\u6210\uff08\u5982Tate-A-Tate\uff09\u3001\u8be2\u95ee\u5982\u4f55\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u5bfc\u5165\u4e0e\u5173\u8054\u3001\u5173\u6ce8\u4e91\u7aefAI\u4ea4\u4e92\u65f6\u7684\u9690\u79c1\u7ec6\u8282\uff08\u5982BYOK\uff09\uff0c\u4ee5\u53ca\u5efa\u8bae\u589e\u52a0\u201c\u4f18\u5148\u7ea7\u4e0a\u4e0b\u6587\u201d\u7b49\u7cbe\u7ec6\u5316\u63a7\u5236\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n remio 2.0\u7684\u91ce\u5fc3\u5e76\u975e\u518d\u9020\u4e00\u4e2a\u7b14\u8bb0\u5e94\u7528\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u6570\u5b57\u65f6\u4ee3\u7684\u201c\u9690\u6027\u77e5\u8bc6\u4e2d\u67a2\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u76f4\u51fb\u5f53\u524dAI\u5e94\u7528\u7684\u4e00\u4e2a\u6839\u672c\u77db\u76fe\uff1a\u5927\u6a21\u578b\u9700\u8981\u4e0a\u4e0b\u6587\u624d\u80fd\u7ed9\u51fa\u4f18\u8d28\u56de\u7b54\uff0c\u4f46\u7528\u6237\u5374\u88ab\u8feb\u6210\u4e3a\u5728\u4e0d\u540c\u5e94\u7528\u95f4\u590d\u5236\u7c98\u8d34\u7684\u201c\u6570\u636e\u642c\u8fd0\u5de5\u201d\u3002remio\u901a\u8fc7\u201c\u4e00\u6b21\u8fde\u63a5\uff0c\u81ea\u52a8\u7d22\u5f15\u201d\u7684\u96f6\u7ef4\u62a4\u6a21\u5f0f\uff0c\u627f\u8bfa\u6d88\u9664\u8fd9\u4e00\u6469\u64e6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4eae\u70b9\u90fd\u9690\u85cf\u5728\u201c\u672c\u5730\u4f18\u5148\u201d\u7684\u8bbe\u8ba1\u4e2d\u3002\u8fd9\u4e0d\u4ec5\u662f\u9690\u79c1\u5356\u70b9\uff0c\u66f4\u662f\u4e00\u79cd\u67b6\u6784\u54f2\u5b66\u3002\u5b83\u5c06\u7528\u6237\u6570\u636e\u7684\u6240\u6709\u6743\u548c\u5b89\u5168\u6027\u7f6e\u4e8e\u4e91\u7aef\u4fbf\u5229\u6027\u4e4b\u4e0a\uff0c\u8fce\u5408\u4e86\u65e5\u76ca\u589e\u957f\u7684\u4f01\u4e1a\u7ea7\u9690\u79c1\u9700\u6c42\u3002\u4f46\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4e91\u7aefAI\u4ea4\u4e92\u8def\u7531\u201d\u7684\u8d28\u7591\u4e5f\u66b4\u9732\u4e86\u5176\u6f5c\u5728\u8f6f\u808b\uff1a\u5728\u6df7\u5408\u67b6\u6784\u4e0b\uff0c\u5982\u4f55\u6e05\u6670\u754c\u5b9a\u5e76\u8ba9\u7528\u6237\u4fe1\u4efb\u672c\u5730\u4e0e\u4e91\u7aef\u7684\u8fb9\u754c\uff0c\u662f\u8d62\u5f97\u8c28\u614e\u7528\u6237\u7684\u5173\u952e\u3002\u5176\u901a\u8fc7OpenRouter\u7b49\u4ee3\u7406\u670d\u52a1\u7f13\u89e3\u9690\u79c1\u62c5\u5fe7\u7684\u65b9\u6848\uff0c\u5728\u4e13\u4e1a\u7528\u6237\u773c\u4e2d\u4ecd\u9700\u66f4\u900f\u660e\u7684\u6280\u672f\u9610\u91ca\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u7ade\u4e89\u89d2\u5ea6\u770b\uff0cremio\u907f\u5f00\u4e86\u4e0eNotion\/Obsidian\u5728\u7f16\u8f91\u548c\u7ec4\u7ec7\u529f\u80fd\u4e0a\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u805a\u7126\u4e8e\u201c\u4e8b\u540e\u68c0\u7d22\u201d\u4e0e\u201c\u8fde\u63a5\u6d1e\u5bdf\u201d\u3002\u5b83\u4e0d\u5173\u5fc3\u4f60\u5982\u4f55\u8bb0\u7b14\u8bb0\uff0c\u53ea\u5173\u5fc3\u5982\u4f55\u8ba9\u4f60\u77ac\u95f4\u627e\u5230\u4efb\u4f55\u8bb0\u5fc6\u788e\u7247\u5e76\u4ea7\u751f\u5173\u8054\u3002\u8fd9\u79cd\u5b9a\u4f4d\u5de7\u5999\uff0c\u4f46\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\uff1a\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7528\u6237\u5df2\u6709\u6570\u636e\u7684\u89c4\u6a21\u548c\u6df7\u4e71\u7a0b\u5ea6\uff0c\u5bf9\u4e8e\u4fe1\u606f\u7eaa\u5f8b\u4e25\u660e\u7684\u7528\u6237\uff0c\u5438\u5f15\u529b\u53ef\u80fd\u4e0d\u8db3\u3002\u6b64\u5916\uff0c\u201c\u96f6\u7ef4\u62a4\u201d\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u5728\u51cf\u5c11\u7528\u6237\u8d1f\u62c5\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u8ba9\u7528\u6237\u5bf9\u77e5\u8bc6\u5e93\u7684\u6784\u5efa\u8fc7\u7a0b\u5931\u53bb\u611f\u77e5\u548c\u63a7\u5236\uff0c\u5982\u4f55\u5e73\u8861\u81ea\u52a8\u5316\u4e0e\u7528\u6237\u7684\u53ef\u89e3\u91ca\u6027\u3001\u53ef\u63a7\u6027\uff0c\u5c06\u662f\u5176\u4e0b\u4e00\u9636\u6bb5\u9700\u8981\u89e3\u7b54\u7684\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cremio 2.0\u662f\u4e00\u6b21\u6709\u4ef7\u503c\u7684\u8303\u5f0f\u63a2\u7d22\uff0c\u5b83\u8bd5\u56fe\u5c06AI\u4ece\u9700\u8981\u88ab\u201c\u5582\u517b\u201d\u7684\u5ba0\u7269\uff0c\u8f6c\u53d8\u4e3a\u80fd\u81ea\u4e3b\u201c\u89c5\u98df\u201d\u7684\u4f19\u4f34\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u5b9e\u73b0\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u5728\u9690\u79c1\u3001\u81ea\u52a8\u5316\u4e0e\u7528\u6237\u5fc3\u667a\u6a21\u578b\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">remio 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">remio 2.0 is designed to free you from being a manual data porter for AI. By syncing your full context, it builds a zero-effort Second Brain that understands your work as well as you do.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\udc4b I\u2019m Andrew. After 10+ years at NetEase and being a long-time power user of knowledge systems, I\u2019ve built remio to finally alleviate those second brain headaches we all face.<\/p>\n<\/p>\n<p>The reality? As knowledge workers, we are stuck copy-pasting context just to get a decent answer. We spend more time digging through scattered Slack threads, Google Docs, and local files than actually doing the work.<\/p>\n<\/p>\n<p>So we built a Second Brain to end those headaches for you:<\/p>\n<p><strong>1. Connect once:<\/strong> It automatically indexes your full context\u2014web history, local files, Slack messages, emails, meetings and more.<\/p>\n<p><strong>2. Maintenance-free:<\/strong> Forget manual tagging or organizing. Just ask remio to do the dirty work: find anything in seconds, generate your daily recap, or recall details you\u2019ve forgotten.<\/p>\n<p><strong>3. Local-first by design: <\/strong>No more vendor-lockin and cloud leaks. All the data stored locally on your device, also enjoy the 100% data security with BYOK.<\/p>\n<\/p>\n<p>Stop organizing, start chatting. Get tailored answers with your second brain today!<\/p>\n<p><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> Love the \u201clocal-first second brain\u201d approach \u2014 huge win for privacy-focused knowledge workers.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> 2. This feels like the missing layer between scattered tools and actually usable context \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> very cool Andrew. can you share which slm (my assumption) you’re using? how do you handle semantic chunking time & cost?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>When information starts to pile up, what I appreciate about <strong>remio<\/strong> is that it doesn\u2019t try to be louder or more complex.<\/p>\n<p>A lot of knowledge tools respond to overload by adding more structure, more automation, more \u201csmart\u201d features. remio feels like it\u2019s making a quieter choice \u2014 helping information stay usable instead of just better organized. From a user perspective, that difference really matters.<\/p>\n<p>As a first impression, it feels less like a productivity hack and more like a system designed to reduce mental clutter, which is refreshing in this category.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rexlian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rexlian<\/a> Really appreciate this. remio is intentionally designed to reduce mental clutter instead of adding more structure for you to maintain. If there\u2019s one moment where most tools start to feel \u201ctoo much\u201d for you, tell me what that looks like<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Locally processed transcription is perfect for my confidential client meetings. I get the notes I need without leaking any secrets to the cloud.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yehan_xiao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yehan_xiao<\/a> Appreciate this \u2014 local transcription is about <strong>privacy + cost<\/strong>: your meeting audio stays on-device, and you avoid recurring cloud transcription\/usage fees while still getting searchable notes. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love that the transcription and indexing happen locally without sending audio to the cloud. It\u2019s the only way I’d ever record a confidential meeting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zephyrlink_i\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zephyrlink_i<\/a> Thank you for recognizing this design choice; we are committed to keeping privacy and security as our top priorities.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting concept! <a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> Congrats on the launch, this looks like a thoughtful take on personal knowledge management, especially with the local-first approach, which seems great for privacy and performance.<\/p>\n<\/p>\n<p>I was wondering about how you balance local privacy guarantees vs. cloud\/AI functionality. For example:<\/p>\n<ul>\n<li>\n<p>I see that notes, highlights, and collections stay on the device unless the user chooses to sync \u2014 that\u2019s a strong privacy posture. But in practice, do users worry about <em>how \u201cAsk remio\u201d interactions are routed when they involve cloud models<\/em> (e.g., whether those temporary logs might expose sensitive context)?<\/p>\n<\/li>\n<li>\n<p>Also, for users who want bring-your-own-key (BYOK) setups, how does that affect privacy vs. usability trade-offs?<\/p>\n<\/li>\n<\/ul>\n<p>Curious to hear how you balance user expectations of privacy, local processing, and AI capabilities in real usage patterns!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> <a href=\"https:\/\/www.producthunt.com\/@amberjolie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amberjolie<\/a> Context is processed in the cloud, but remio runs through OpenRouter, which can\u2019t access your queries. You can use your own API key with your chosen provider for full privacy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seamlessly connecting my digital life and local files is a huge milestone. One-stop shop for all my scattered information\u2014well done, Andrew!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@seaniezhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@seaniezhao<\/a> Appreciate it \u2014 that \u201cone-stop shop\u201d feeling is the goal. We\u2019re building remio so your scattered info becomes instantly usable (without extra setup).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I’m building Dashform (AI form builder), and I often see users struggling to connect their collected survey data\/feedback with their internal knowledge base.<\/p>\n<p>A small question\uff0chow does remio handle structured data imports from external tools? Can the AI automatically find connections between incoming form responses and my existing static notes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Great to see such a wide variety of data sources supported at launch. You\u2019ve covered basically every way I generate or consume information.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I think what we need more is an assistant who can remember and do anything in work<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@oratis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oratis<\/a> Yes,sir!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m impressed by how fast the initial indexing process is, even for large folders. The remio engine is clearly optimized for performance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just upvoted! \ud83d\ude80 Huge congrats to Andrew <a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> and the remio team on the 2.0 launch. As someone drowning in siloed tabs\/files\/Slack threads, the \u201czero-effort Second Brain\u201d vision hits home! Love how it auto-indexes everything locally \u2014 no more cloud paranoia \ud83d\ude05. The \u201cfind anything in seconds\u201d promise? Game-changer for weekly recaps!<\/p>\n<\/p>\n<p>One tiny ask: could future versions add a \u201cpriority context\u201d toggle? Sometimes I want remio to focus only on recent project files vs. all-history. Might help keep answers extra sharp! Either way, stoked to try this. <\/p>\n<\/p>\n<p>Question for the team: do you plan to integrate with niche tools like Tate-A-Tate platform soon? \ud83d\udc40<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> <a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Been there before! That’s why be build remio\ud83e\udd23<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> Re: <strong>Tate-A-Tate<\/strong> integration: not on day-one, but we\u2019re open to it. What\u2019s the most valuable workflow there you\u2019d want remio to support (search across, auto-capture, or weekly recap generation)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@rocsheh hey \ud83d\udc4b<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone already has Notion\/Obsidian + ChatGPT (or a tool like NotebookLM\/Rewind-style memory), what\u2019s the clearest situation where remio gives a meaningfully better outcome?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! \ud83d\ude80I\u2019m so tired of remembering where something was. This sure helps.<\/p>\n<\/p>\n<p>Quick question: when my stuff changes a lot (like new messages or updated docs), does remio keep up automatically or do I need to refresh things myself?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>When information overload drowns productivity, Remio is the perfect life raft. This AI-powered knowledge manager doesn\u2019t just store your notes\u2014it intelligently connects ideas, surfaces insights, and turns chaos into clarity. For tech-savvy users who crave focus over noise, Remio isn\u2019t just efficient; it\u2019s essential.<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The project context feature is a massive productivity booster for my daily workflow. It summarizes everything relevant so I can jump straight into the actual work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Seamlessly connecting my digital life and local files is a huge milestone. One-stop shop for all my scattered information\u2014well done, Andrew!<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The project context feature is a massive productivity booster for my daily workflow. It summarizes everything relevant so I can jump straight into the actual work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a total game changer for knowledge workers who manage high-velocity information. Having a personal encyclopedia built from my own data is a dream come true.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Locally processed transcription is perfect for my confidertial client meetings. I get the notes I need without leakingany secrets to the cloud.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sarahjiang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sarahjiang<\/a> Appreciate this \u2014 local transcription is about privacy + cost: your meeting audio stays on-device, and you avoid recurring cloud transcription\/usage fees while still getting searchable notes. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>Stop searching through folders and start finding answers with remio 2.0! This launch marks a new era for personal productivity tools.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It provides uniquely accurate insights based on my specific project history. It\u2019s the most personalized AI experience I\u2019ve ever had.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harlan_at_timedomain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harlan_at_timedomain<\/a> I’m really glad it\u2019s delivering that level of accuracy and personalization for your project. We designed it specifically to learn from your unique context so the insights stay relevant and actionable. If there\u2019s a particular workflow or decision it\u2019s helped with, I\u2019d love to hear your feedback helps us make it even better.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<div>\n<table>\n<tbody>\n<tr>\n<td>\n<p>It\u2019s like having a personal ChatGPT that has actually read all my private documents. The tailored answers are much more useful than generic AI responses.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lisa_helicopter_l\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lisa_helicopter_l<\/a> Thanks so much for the kind words! That\u2019s exactly what we\u2019re aiming for, an AI assistant that can securely understand your own documents and give answers that are actually relevant to you, not generic. If there\u2019s any workflow you\u2019d like to make faster, tell us what you\u2019re working on and we\u2019ll help you get even more out of it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> <\/p>\n<p>I tend to pay close attention to any second-brain product. <\/p>\n<p>I\u2019ll give Remio a try and see if it can help with my scattered notes and the friction around retrieving and actually using them.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_wy\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrew_wy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_wy<\/a> Hey Andrew, Remio looks like a winner. It hits real pain points, in a space where most tools do very little if anything at all. I noticed though that even though the product solves real problems, its website doesn’t properly communicate that. I put together a quick audit, happy to send it over if you’re curious.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It\u2019s rare to find a tool that is both powerful and completely local-first by design. I feel much safer knowing my life’s work isn’t sitting on a third-party server.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What stood out to me is that remio doesn\u2019t feel like it\u2019s trying to ‘optimise’ me. It feels more like it\u2019s protecting focus. That\u2019s rare in this category.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice!! great product idea, can it connect to code bases as well?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have been testing this for some time, and while it still has some rough edges, for the most part, it works well. The developers are very responsive on Discord. This is a very promising application that I highly recommend you check out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Question: What data are you storing locally in GTE embedding? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this feels like a genuinely useful take on a personal ChatGPT. any plans to support more integrations or custom data sources?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LGOGT2N5GM2L6L\" class=\"app-title\">Vellum<\/a><\/p>\n<div class=\"one-liner\">Build AI agents using plain English to do your boring tasks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">353<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vellum\u662f\u4e00\u6b3e\u65e0\u4ee3\u7801AI\u667a\u80fd\u4f53\u6784\u5efa\u5e73\u53f0\uff0c\u7528\u6237\u7528\u901a\u4fd7\u82f1\u8bed\u63cf\u8ff0\u4efb\u52a1\u5373\u53ef\u521b\u5efa\u81ea\u52a8\u5316\u667a\u80fd\u4f53\uff0c\u89e3\u51b3\u4e86\u975e\u6280\u672f\u56e2\u961f\u5728\u590d\u6742\u3001\u6613\u53d8\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u96be\u4ee5\u5b9e\u73b0\u53ef\u9760\u3001\u53ef\u63a7AI\u81ea\u52a8\u5316\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4d0733d4-c752-4f23-869f-bf3ec81ffb35.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cb0a6c2a-9b5e-4678-a3ea-781e0a93a6b1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/df92ad91-f458-460f-aef7-469b39dabf70.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/442c47f6-447b-464f-8579-2715e0b170d2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/5a8c0edb-38e7-407f-b67a-19809e1de9b1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/72TU43fauo4\"><source src=\"https:\/\/youtu.be\/72TU43fauo4\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u975e\u6280\u672f\u7528\u6237<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u964d\u4f4eAI\u667a\u80fd\u4f53\u4f7f\u7528\u95e8\u69db\uff0c\u4e3a\u975e\u6280\u672f\u56e2\u961f\u5e26\u6765\u4fbf\u5229\uff0c\u843d\u5730\u6848\u4f8b\uff08\u5982SEO\u3001\u5185\u5bb9\u751f\u6210\uff09\u5f15\u53d1\u5171\u9e23\u3002\u4e3b\u8981\u5173\u6ce8\u70b9\u5728\u4e8e\uff1a\u4e0e\u73b0\u6709\u81ea\u52a8\u5316\u5de5\u5177\u7684\u6838\u5fc3\u5dee\u5f02\u3001\u5982\u4f55\u5904\u7406\u5f02\u5e38\u548c\u6d41\u7a0b\u53d8\u66f4\u3001\u6a21\u677f\u5e93\u7684\u4e30\u5bcc\u6027\uff0c\u4ee5\u53ca\u529f\u80fd\u5982\u4f55\u5efa\u7acb\u7528\u6237\u4fe1\u4efb\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Vellum\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u9879\u6280\u672f\u7a81\u7834\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u5e02\u573a\u5361\u4f4d\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u5173\u952e\u77db\u76fe\uff1aAI\u667a\u80fd\u4f53\u7684\u80fd\u529b\u5df2\u5f97\u5230\u9a8c\u8bc1\uff0c\u4f46\u5176\u5e94\u7528\u4ecd\u9ad8\u5ea6\u96c6\u4e2d\u5728\u5de5\u7a0b\u5e08\u7fa4\u4f53\u3002\u4ea7\u54c1\u901a\u8fc7\u201c\u901a\u4fd7\u82f1\u8bed\u63cf\u8ff0\u201d\u4f5c\u4e3a\u4ea4\u4e92\u6838\u5fc3\uff0c\u5b9e\u8d28\u662f\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u5c42\u6b21\u7684\u201c\u610f\u56fe\u7f16\u8bd1\u5668\u201d\uff0c\u5c06\u975e\u7ed3\u6784\u5316\u9700\u6c42\u7ffb\u8bd1\u4e3a\u53ef\u6267\u884c\u7684\u5de5\u4f5c\u6d41\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5e95\u5c42AI\u6280\u672f\u7684\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u53ef\u89c2\u6d4b\u6027\u201d\u548c\u201c\u53ef\u63a7\u6027\u201d\u7684\u5de5\u7a0b\u5316\u5c01\u88c5\u2014\u2014\u9884\u89c8\u6b65\u9aa4\u3001\u5ba1\u67e5\u5386\u53f2\u8fd0\u884c\u8bb0\u5f55\uff0c\u8fd9\u4e9b\u529f\u80fd\u76f4\u6307\u5f53\u524dAI\u81ea\u52a8\u5316\u843d\u5730\u4e2d\u7684\u6700\u5927\u969c\u788d\uff1a\u4fe1\u4efb\u7f3a\u5931\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u201c\u901a\u4fd7\u82f1\u8bed\u201d\u5728\u63cf\u8ff0\u590d\u6742\u3001\u591a\u6761\u4ef6\u5224\u65ad\u7684\u4e1a\u52a1\u903b\u8f91\u65f6\uff0c\u53ef\u80fd\u9762\u4e34\u6b67\u4e49\u548c\u6548\u7387\u74f6\u9888\uff0c\u8fd9\u6216\u5c06\u628a\u590d\u6742\u5ea6\u4ece\u201c\u7f16\u5199\u4ee3\u7801\u201d\u8f6c\u79fb\u5230\u201c\u64b0\u5199\u7cbe\u786e\u65e0\u8bef\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u201d\u4e0a\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4e0eN8N\u7b49\u73b0\u6709\u5de5\u5177\u5dee\u5f02\u7684\u7591\u95ee\uff0c\u70b9\u51fa\u4e86\u5176\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\uff1a\u5b83\u7a76\u7adf\u662f\u66ff\u4ee3\u4e86\u4f20\u7edf\u5de5\u4f5c\u6d41\u5de5\u5177\uff0c\u8fd8\u662f\u4ec5\u4ec5\u4e3a\u5176\u589e\u52a0\u4e86\u4e00\u4e2aAI\u524d\u7aef\uff1f\u5176\u957f\u671f\u58c1\u5792\u53ef\u80fd\u4e0d\u5728\u4e8e\u6784\u5efa\u667a\u80fd\u4f53\u7684\u7b80\u6613\u6027\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5f62\u6210\u4e00\u4e2a\u7a33\u5b9a\u3001\u53ef\u65e0\u7f1d\u96c6\u6210\u4e14\u80fd\u5e94\u5bf9\u8fb9\u7f18\u6848\u4f8b\u7684\u667a\u80fd\u4f53\u8fd0\u884c\u65f6\u73af\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cVellum\u4ee3\u8868\u4e86AI\u5e94\u7528\u5c42\u7684\u4e00\u4e2a\u660e\u786e\u8d8b\u52bf\uff1a\u4ece\u63d0\u4f9b\u80fd\u529b\uff08API\uff09\u8f6c\u5411\u63d0\u4f9b\u786e\u5b9a\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u7075\u6d3b\u6027\u201d\u4e0e\u201c\u53ef\u9760\u6027\u201d\u3001\u201c\u7b80\u6613\u6027\u201d\u4e0e\u201c\u5904\u7406\u590d\u6742\u903b\u8f91\u80fd\u529b\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u4ece\u800c\u771f\u6b63\u6210\u4e3a\u975e\u6280\u672f\u7528\u6237\u624b\u4e2d\u201c\u53ef\u4fe1\u4efb\u7684\u81ea\u52a8\u5316\u526f\u9a7e\u9a76\u201d\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u6619\u82b1\u4e00\u73b0\u7684\u73a9\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Vellum<\/span>\n <\/div>\n<div class=\"comment-content\">Build AI agents by describing your task in plain English. Vellum turns it into a working agent you can run on a schedule, trigger via API, or use through a UI. No code, no setup; just automation you understand and control.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b Akash here, Co-Founder and CEO of Vellum.<\/p>\n<\/p>\n<p>Last year AI Agents finally started working for our engineers. Cursor, Devin, Claude Code gave them real leverage. Meanwhile, the rest of us are stuck in the same loop since 2023: lots of ChatGPT tabs, lots of context switching, not much has changed.<\/p>\n<\/p>\n<p>That gap bothered me.<\/p>\n<\/p>\n<p><em>If AI agents are this powerful, why do they only really work for engineers?<\/em><\/p>\n<\/p>\n<p><strong>Introducing Vellum \ud83c\udf89<\/strong><\/p>\n<p>Just explain the task you want to automate in plain English and Vellum turns that into a working agent. Vellum asks follow up questions to understand your requirements, connects to your tools, handles the logic, and makes the agent\u2019s behavior visible so you\u2019re never guessing what it\u2019s doing or why.<\/p>\n<p>Once you build your agents, you have a few ways to use them:<\/p>\n<ul>\n<li>\n<p>run the agent through a ready made UI<\/p>\n<\/li>\n<li>\n<p>vibe code your own UI with one of our integrations (e.g. Lovable)<\/p>\n<\/li>\n<li>\n<p>run it on a schedule or trigger it through APIs or app events<\/p>\n<\/li>\n<\/ul>\n<p><strong>How is Vellum different<\/strong><\/p>\n<ul>\n<li>\n<p><strong>You start with the process you already own.<\/strong> Describe the task and Vellum builds an agent that automates it. There is no code and no setup to learn.<\/p>\n<\/li>\n<li>\n<p><strong>Agents work from day one.<\/strong> With the right context, Vellum can build the full workflow in one pass instead of hours of tweaking.<\/p>\n<\/li>\n<li>\n<p><strong>Logic changes do not create chaos.<\/strong> When something breaks or the process changes, you fix one step without rebuilding everything.<\/p>\n<\/li>\n<li>\n<p><strong>Built for safe automation.<\/strong> You can preview each step, review past runs, and know exactly what happened before letting it run on a schedule.<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who is this for?<\/strong><\/p>\n<p>If you have tried AI tools that almost work, built prompts you do not fully trust, or hesitated to automate because you are not sure what will happen\u2026<\/p>\n<\/p>\n<p><strong>Vellum is built for you.<\/strong><\/p>\n<p>It is for Sales, Marketing, Product Ops, and Customer Support teams who own their processes and want to automate them in a way they understand and trust.<\/p>\n<\/p>\n<p><strong>Special offer \ud83c\udff7\ufe0f<\/strong><\/p>\n<p>To celebrate the launch, anyone who signs up through Product Hunt today gets 50 free credits ($150 value). To get started <a href=\"https:\/\/app.vellum.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">sign up here<\/a>.<\/p>\n<p>Finally, we\u2019d love your feedback.<\/p>\n<p>What\u2019s one annoying task you\u2019d automate first? ****Please let us know in the comments!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>26<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akash_sharma53\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akash_sharma53<\/a> This is fantastic! You can do SEO on a massive scale; all you need to do is find the demand.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akash_sharma53\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akash_sharma53<\/a> Somewhat like skill<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akash_sharma53\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akash_sharma53<\/a> congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks incredibly interesting. I love the landing page design and the example workflow for the SEO blog post was particularly compelling. I was recently working on SEO implementation for a website and this seems like exactly what I need. I’m excited to explore the other automation possibilities available!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> – that’s great to hear! we can give you a sample SEO workflow later today that you can clone to your workspace and get started<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on the launch \u2014 love how Vellum turns plain-English workflows into safe, production-ready AI agents for non-technical teams.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thanks Zeiki!! Excited to launch it <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> – that’s exactly right! give it a shot and let me know what you think<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such an important unlock. Agents have been incredibly powerful for engineers, but the rest of the org has been stuck duct-taping prompts together. Making agents usable for non-technical teams is where real adoption happens. Curious how Vellum handles edge cases and process changes over time without breaking everything?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve tried a LOT of agent builders, and Vellum is the only one where I’ve been able to do things without getting frustrated\/having to write code.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@anvisha_pai love to hear that Anvisha!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Looking forward to implementing this technology at <a href=\"https:\/\/www.producthunt.com\/products\/drata\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"drata\" target=\"_blank\" rel=\"noopener\">@Drata<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@danielzev excited for that!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats to the whole team \ud83d\udc4f\ud83d\udc4f <\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@theo_goldberg1 thank you Theo!!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>looks \ud83d\udd25 congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rakeshgoyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rakeshgoyal<\/a> thanks Rakesh!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A lot of teams can already automate tasks with workflow tools plus an LLM step\u2014what\u2019s the sharp line where a \u201cplain-English agent\u201d is materially better than a classic automation?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> great question! For me personally it’s much faster and easier to build any agent (or automation with an LLM step) with Vellum. It just takes care of the the “visual drag-&-drop”, and also the error-fixing part from my plate <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I just built an agent that scrapes Twitter for trending topics and sends me daily post ideas and it took me like 10ish min.<br \/>This is seriously so cool. Huge congrats on the launch, team!! The new agent builder is \ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marinatrajkovska\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marinatrajkovska<\/a> share the agent with us – we can share it with the community!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Oh cool, official launch. I found this tool via Reddit last week, and had 1 simple agent going. What are some other marketing agents that I can build?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ivana_ikonomova\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ivana_ikonomova<\/a> so many! Check this link: <a href=\"https:\/\/www.vellum.ai\/templates\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.vellum.ai\/templates<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cursor, Devin, Claude code have opened the door of vibecoding, this tool triggers a move into the zone, also l predict tools like Vellum’ll definitely make “vibemarketing” more effective!<br \/>Could we say that Vellum is claude+ N8N or is it broader ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eren_kiratli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eren_kiratli<\/a> yeah you could say that. It’s easy to start like Claude, and has powerful logic like n8n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this makes AI agents feel way more approachable. nice work \ud83d\udc4f any plans to add templates for common workflows?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> we actually have some examples here: <a href=\"https:\/\/www.vellum.ai\/templates\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.vellum.ai\/templates<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Excited to try this out. <\/p>\n<p>The ability to preview each step and review past runs stood out. Curious which of these features ends up being most important for building trust with non-technical users.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> thank you! Please let us know if we can be helpful once you try it<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super cool concept! No-code AI agents from plain English could totally change how people automate workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@leotrim_lota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leotrim_lota<\/a> – give it a shot and let me know your thoughts and questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! The automation workflow looks promising! This allow us to do daily tasks, especially useful for marketing and other fields with daily repeated tasks<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sam_chen1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sam_chen1<\/a> thank you! I’m building a few different agents for marketing – lmk if you need some inspiration!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is cool! I like the simplicity but power of it. And nice production for the video \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks <a href=\"https:\/\/www.producthunt.com\/@avz\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"avz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avz<\/a>! Let me know if you end up giving the product a shot and what your thoughts are<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>All the best with the launch, just signed up! I am curious about voice integrations, as I did not find any integrations for telephony based agents. Is voice in your roadmap or is the focus mostly on tasks, workflows and text automations for now? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> – users end up using text to speech and speech to text models before\/after Vellum for voice use cases. Primary usage at the moment is text and automations though.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YPOBYX7A7MCPVR\" class=\"app-title\">Simpl.<\/a><\/p>\n<div class=\"one-liner\">A pleasant Postgres browser for working with real data<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">260<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u8bbe\u8ba1\u7684\u6781\u7b80Postgres\u6570\u636e\u5e93\u6d4f\u89c8\u5668\uff0c\u901a\u8fc7\u63d0\u4f9b\u76f4\u89c2\u3001\u7f8e\u89c2\u7684\u754c\u9762\uff0c\u89e3\u51b3\u4e86\u5728\u9879\u76ee\u5f00\u53d1\u548c\u751f\u4ea7\u73af\u5883\u4e2d\u5feb\u901f\u3001\u5b89\u5168\u6d4f\u89c8\u548c\u63a2\u7d22\u771f\u5b9e\u7528\u6237\u6570\u636e\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u590d\u6742\u4f01\u4e1a\u5de5\u5177\u6216\u81ea\u5efa\u7ba1\u7406\u540e\u53f0\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8b0b8744-de40-4d25-87f4-7b0c82a9faa7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f215d1f-6a3b-401f-846c-803194489d86.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/28a7b6b3-e69b-4f6f-9821-d04f1d940a6d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/34dbe9df-b83c-4921-8c64-7095914dae39.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a9eaf4af-ec5d-4b0b-961e-ea00067ae682.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/1ef03e8f-cc11-47fb-b78b-1f6ee89e8d0a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/YH5I7OL51zw\"><source src=\"https:\/\/youtu.be\/YH5I7OL51zw\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Database<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u636e\u5e93\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Postgres\u5ba2\u6237\u7aef<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6d4f\u89c8<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u63a2\u7d22<\/span><br \/>\n <span class=\"tag\">\u5173\u7cfb\u5bfc\u822a<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u6d01\u7f8e\u89c2\u7684\u8bbe\u8ba1\u4e0e\u6e05\u6670\u5b9a\u4f4d\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u529f\u80fd\u7ec6\u8282\uff1a\u8be2\u95ee\u672c\u5730\u5f00\u53d1\u652f\u6301\u3001\u8fde\u63a5\u95ee\u9898\uff08\u5982Supabase\u3001IPv4\uff09\u3001\u4fdd\u5b58\u8fc7\u6ee4\u5668\u7684\u64cd\u4f5c\u3001\u6388\u6743\u6a21\u5f0f\uff08\u6309\u9879\u76ee\u8fd8\u662f\u6309\u8fde\u63a5\uff09\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u660e\u786e\u4e86\u8fdc\u7a0b\u8fde\u63a5\u9650\u5236\u3001\u672a\u6765\u684c\u9762\u7248\u8ba1\u5212\u3001\u65e0\u9650\u8fde\u63a5\u8bb8\u53ef\u53ca\u56e2\u961f\u529f\u80fd\u96cf\u5f62\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Simpl\u7684\u201c\u6781\u7b80\u201d\u5e76\u975e\u529f\u80fd\u6b8b\u7f3a\uff0c\u800c\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u8d5b\u9053\u5207\u5272\u3002\u5b83\u907f\u5f00\u4e86\u4e0eDataGrip\u7b49\u91cd\u578bIDE\u5728SQL\u7f16\u5199\u3001\u8fc1\u79fb\u7b49\u6df1\u5ea6\u5de5\u4f5c\u6d41\u4e0a\u7684\u7ade\u4e89\uff0c\u8f6c\u800c\u805a\u7126\u4e8e\u4e00\u4e2a\u88ab\u957f\u671f\u5ffd\u89c6\u7684\u9ad8\u9891\u4f4e\u6548\u573a\u666f\uff1a\u4ea7\u54c1\u8fd0\u8425\u4e0e\u5f00\u53d1\u4e2d\u7684\u5373\u65f6\u6027\u6570\u636e\u63a2\u7d22\u4e0e\u8f7b\u91cf\u7f16\u8f91\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u6570\u636e\u5173\u7cfb\u201d\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u70b9\u51fb\u6d41\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u975e\u4e13\u804cDBA\u4eba\u5458\uff08\u5982\u5168\u6808\u5f00\u53d1\u8005\u3001\u4ea7\u54c1\u7ecf\u7406\uff09\u7684\u8ba4\u77e5\u8d1f\u8377\u548c\u64cd\u4f5c\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5b9a\u4f4d\u7280\u5229\u5730\u6233\u4e2d\u4e86\u201c\u5de5\u5177\u590d\u6742\u5ea6\u81a8\u80c0\u201d\u7684\u884c\u4e1a\u901a\u75c5\u3002\u72ec\u7acb\u5f00\u53d1\u8005\u80cc\u666f\u4f7f\u5176\u6df1\u8c19\u201c\u5c0f\u56e2\u961f\u4e4b\u75db\u201d\uff1a\u5728\u81c3\u80bf\u7684\u4f01\u4e1a\u7ea7\u5de5\u5177\u548c\u96be\u4ee5\u7ef4\u62a4\u7684\u81ea\u7814\u540e\u53f0\u4e4b\u95f4\u6323\u624e\u3002Simpl\u63d0\u51fa\u7684\u201c\u4e00\u6b21\u6027\u4ed8\u8d39\u3001\u65e0\u8ba2\u9605\u201d\u6a21\u5f0f\uff0c\u4e0d\u4ec5\u662f\u5bf9\u56e2\u961f\u9884\u7b97\u7684\u53cb\u597d\uff0c\u66f4\u662f\u5bf9\u5176\u201c\u5b8c\u6210\u6709\u9650\u529f\u80fd\u4e14\u505a\u597d\u201d\u8fd9\u4e00\u4ea7\u54c1\u54f2\u5b66\u7684\u81ea\u4fe1\u80cc\u4e66\uff0c\u4e0e\u5e02\u573a\u4e0a\u8ffd\u6c42\u6301\u7eed\u4ed8\u8d39\u529f\u80fd\u7684SaaS\u903b\u8f91\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u4f5c\u4e3aSaaS\u8fde\u63a5\u8fdc\u7a0b\u6570\u636e\u5e93\u7684\u5b89\u5168\u987e\u8651\u662f\u6700\u5927\u969c\u788d\uff0c\u5c3d\u7ba1\u5b98\u65b9\u58f0\u79f0\u4e0d\u5b58\u50a8\u6570\u636e\uff0c\u4f46\u7f51\u7edc\u53ef\u8fbe\u6027\u4e0e\u5fc3\u7406\u5b89\u5168\u95e8\u69db\u4ecd\u9700\u901a\u8fc7\u672a\u6765\u672c\u5730\u5316\u6216\u81ea\u90e8\u7f72\u9009\u9879\u6765\u89e3\u51b3\u3002\u6b64\u5916\uff0c\u5728\u201c\u6781\u7b80\u201d\u4e0e\u201c\u7528\u6237\u9700\u6c42\u6f14\u8fdb\u201d\u4e4b\u95f4\u8d70\u94a2\u4e1d\u5c06\u957f\u671f\u8003\u9a8c\u4ea7\u54c1\u5b9a\u529b\u3002\u7528\u6237\u5df2\u5f00\u59cb\u8be2\u95ee\u534f\u4f5c\u3001\u5171\u4eab\u89c6\u56fe\u7b49\u201c\u6269\u5c55\u6027\u201d\u529f\u80fd\uff0c\u5982\u4f55\u5e73\u8861\u8fd9\u4e9b\u5408\u7406\u9700\u6c42\u4e0e\u6838\u5fc3\u7684\u7b80\u6d01\u4f53\u9a8c\uff0c\u5c06\u662f\u51b3\u5b9aSimpl\u662f\u6210\u4e3a\u4e00\u4e2a\u5229\u57fa\u7cbe\u54c1\uff0c\u8fd8\u662f\u6ed1\u5411\u53e6\u4e00\u4e2a\u201c\u5168\u80fd\u5de5\u5177\u201d\u7684\u5173\u952e\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u6210\u529f\u5b9a\u4e49\u5e76\u5360\u636e\u4e86\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u7ec6\u5206\u5e02\u573a\uff0c\u4f46\u62a4\u57ce\u6cb3\u7684\u6df1\u5ea6\u5c06\u53d6\u51b3\u4e8e\u5728\u6838\u5fc3\u4f53\u9a8c\u4e0a\u7684\u6301\u7eed\u4e13\u6ce8\u4e0e\u514b\u5236\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Simpl.<\/span>\n <\/div>\n<div class=\"comment-content\">Every Postgres project eventually needs a way to browse production data. You either suffer through ugly, expensive, and overly complex enterprise-grade tools, or build yet another custom admin panel that you need to maintain. Simpl is different. Paste your connection string and instantly get a beautiful, browsable interface. Filter intelligently, follow foreign keys naturally, customize what you see, and share with your team. Built by a solo dev, for solo devs and small teams.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<\/p>\n<p>I\u2019m Charlie, the maker of <a href=\"https:\/\/simpl.sh\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Simpl<\/strong><\/a> (and a bunch of other stuff lol)<\/p>\n<\/p>\n<p>I built Simpl after shipping 10+ products on the same stack (Next.js + Postgres) and hitting the same wall every time:<\/p>\n<\/p>\n<p>You launch \u2192 you need to understand real user data \u2192 you open a heavy DB tool \u2192 regret \u2192 build a custom admin \u2192 promise yourself you won\u2019t maintain it forever \u2192 repeat.<\/p>\n<\/p>\n<p>Everything I tried felt either ugly, overpowered, or way too much work for something that should be simple.<\/p>\n<\/p>\n<p>So I built the tool I always wanted.<\/p>\n<\/p>\n<p>Simpl is a beautifully simple Postgres browser.<br \/>Not a BI tool. Not a CMS. Not an app builder.<br \/>Just a fast, intuitive way to explore and edit your data.<\/p>\n<\/p>\n<p>What it does really well:<\/p>\n<ul>\n<li>\n<p>Click-through relationship navigation that just makes sense<\/p>\n<\/li>\n<li>\n<p>Type-aware fields, filters, and inline editing<\/p>\n<\/li>\n<li>\n<p>List and detail views that work out of the box<\/p>\n<\/li>\n<li>\n<p>Real-time querying, no data stored on our servers<\/p>\n<\/li>\n<li>\n<p>$49 one-time price, no subscription<\/p>\n<\/li>\n<\/ul>\n<p>Setup takes about 30 seconds. Paste your connection string and you\u2019re in.<\/p>\n<\/p>\n<p>I built this for solo devs and small teams who want clarity and simplicity.<\/p>\n<\/p>\n<p>I\u2019d love your feedback:<\/p>\n<ul>\n<li>\n<p>What feels unclear or missing?<\/p>\n<\/li>\n<li>\n<p>What would make this an instant buy for you?<\/p>\n<\/li>\n<\/ul>\n<p>Thanks for checking it out, and happy to answer any questions \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@charlie_clark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_clark<\/a> Hey Charlie, congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@charlie_clark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_clark<\/a> congrats on the launch! This can be big for the marketers, to allow them to get the usage data, without a dev dependency. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@charlie_clark\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_clark<\/a> What is the single, measurable outcome your best users get from this? For who, and in how long?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Can this be used locally during development?<br \/>Congrats on the lunch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@teon_stamenovic1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@teon_stamenovic1<\/a> currently this is only set up to work with remote databases, but you could use a tool like ngrok to make a local DB accessible remotely. I am starting to look into porting the tool into a desktop app to enable local access though.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@charlie_clark thanks! I would use it if I can access local db. Will try with ngrok<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello,<\/p>\n<p>It looks very clean and well designed. I tried connecting it to my Supabase database, but it couldn’t connect. Do I need to have IPv4 to connect this?<\/p>\n<p>Also, in the video you say we can save filters, but I didn’t find that in the demo. Where should look?<\/p>\n<p>Last question: if I want to use this with 3 projects, do I pat 3 x $49?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akiarostami\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akiarostami<\/a> hi Ahmad!<\/p>\n<p>1) You’re right about the IPv4 thing. If you choose the “Transaction Pooler” mode when copying your connection string it should work!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3172dff6-7af4-46e8-b723-fae8511ea150.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>2) Filters can be saved by clicking the “save” button in the filter panel<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/30d48dcb-9c10-4297-ba75-14ece8f19aed.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>3) $49 gets you unlimited connections!<\/p>\n<\/p>\n<p>Let me know if you have any other questions.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone says \u201cI already have DataGrip\/DBeaver\/TablePlus,\u201d what\u2019s the concrete workflow where Simpl wins by an order of magnitude (time, clicks, cognitive load)\u2014and where do you explicitly not try to compete?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Great question <a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> ! I hope this answers it \ud83d\ude3c\ud83e\udd16<\/p>\n<\/p>\n<p>Simpl is not trying to replace DataGrip, DBeaver, or TablePlus.<\/p>\n<p>Those tools are excellent when you need to write complex SQL, do migrations, or live deep in the database all day. That\u2019s not the problem Simpl is solving.<\/p>\n<\/p>\n<h3>Where Simpl clearly wins<\/h3>\n<\/p>\n<p><strong>1. Answering product questions fast<\/strong><br \/>\u201cWhat did this user do?\u201d \u201cWhy does this record look wrong?\u201d<\/p>\n<p>Instead of writing queries and manually joining tables, you open a record and click through relationships naturally. Lists, records, and related data all stay in one flow.<\/p>\n<p><strong>2. Exploring unfamiliar schemas<\/strong><br \/>Coming back to a project or onboarding someone new.<\/p>\n<p>Simpl is built for discovery. Clear relationship navigation, schema overview, and type-aware fields mean less remembering table names and more understanding how data fits together.<\/p>\n<p><strong>3. Small, safe edits<\/strong><br \/>Fixing a typo or updating a status.<\/p>\n<p>Inline edits feel intentional and low-friction, not like issuing commands in a power tool.<\/p>\n<p><strong>4. Low-effort, occasional use<\/strong><br \/>Paste a connection string and you\u2019re in. No local setup, drivers, or UI sprawl. Perfect when the task is small but time matters.<\/p>\n<\/p>\n<h3>Where Simpl does not compete<\/h3>\n<ul>\n<li>\n<p>Writing complex SQL<\/p>\n<\/li>\n<li>\n<p>Query tuning or migrations<\/p>\n<\/li>\n<li>\n<p>Large bulk updates<\/p>\n<\/li>\n<li>\n<p>Power-user database workflows<\/p>\n<\/li>\n<\/ul>\n<p>If you live in SQL all day, those tools win.<br \/>If you want fast clarity with minimal cognitive load, Simpl wins.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 love how Simpl removes the friction of building yet another custom Postgres admin UI and gives solo devs a fast, production\u2011ready way to explore real data<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Cheers!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>#3 let’s go!! \ud83d\udcaa\ud83d\udcaa<br \/>Nice vid, product looks useful and polished.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@laurentlahmy_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@laurentlahmy_<\/a> Thanks for your support Laurent!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, Charlie! Tbh, databases scare me and a lot of tools are SO overwhelming, so I really appreciate your approach of keeping things simple. Curious to try this for my next project!<\/p>\n<p>PS. do I spy <a href=\"https:\/\/www.producthunt.com\/products\/the-thiings-collection-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"the-thiings-collection-2\" target=\"_blank\" rel=\"noopener\">@Thiings<\/a> icons \ud83d\udc40<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabe<\/a> thanks Gabe! You’ve nailed the reason why I built Simpl. Let me know if you try it out!<\/p>\n<\/p>\n<p>PS. You do indeed \ud83e\udd2d Perfect for demo data!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Charlie, gave Simpl a spin and I appreciate the clear stance on simplicity. It\u2019s refreshing to see a product that resists feature creep and focuses on removing friction.<\/p>\n<p>That said, I\u2019m curious where you draw the line long term. How do you decide what <em>not<\/em> to build as users ask for more control or customization?<\/p>\n<p>Feels like a strong foundation. Interested to see how you balance simplicity with evolving user needs.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seems useful! Will you offer an option to self-host? I imagine most databases are behind a firewall making is so that a SaaS offering can’t easily connect to it. Would it be possible to provide a read-only connection string?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@wilco_kruijer1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wilco_kruijer1<\/a> read-only connection strings already work (you just wouldn’t be able to use the inline-editing functionality)<\/p>\n<\/p>\n<p>I’m thinking about ways to either self host or run locally. Stay tuned!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this looks really pleasant to use, which is rare for database tools \ud83d\ude04 any plans for team collaboration or shared views?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> there’s already some basic team functionality (invite team members to view a connection with READ or EDIT permissions) but there’s definitely more we could do here. Anything in particular you’d be interested in?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So, we don’t need back-office applications anymore?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anton_tishchenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anton_tishchenko<\/a> hehe, for 90% of small projects, I’d say not anymore!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/OGC7SS7URZD46C\" class=\"app-title\">0xCal<\/a><\/p>\n<div class=\"one-liner\">Type + capture your meals to log cals w\/ Apple Health Sync<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">175<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u6216\u62cd\u7167\uff0c\u7531AI\u81ea\u52a8\u5206\u6790\u8bb0\u5f55\u5361\u8def\u91cc\u7684\u6781\u7b80\u5065\u5eb7\u5e94\u7528\uff0c\u5728\u7528\u6237\u65e5\u5e38\u996e\u98df\u8ffd\u8e2a\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5361\u8def\u91cc\u8bb0\u5f55\u5e94\u7528\u754c\u9762\u81c3\u80bf\u3001\u64cd\u4f5c\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb31043b-0fd9-459d-85d2-4750db557909.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fced00e6-c65e-4631-ad46-db4c259998a0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1096fb8c-fd1d-4aee-b36e-128225aca6c7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84378924-0f09-4cfd-99c4-43dce86df9dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4cfab86c-e98f-46b2-b5e5-5140b1d88bae.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5361\u8def\u91cc\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">AI\u56fe\u50cf\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">Apple Health\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e7f\u544a<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u6781\u7b80\u3001\u7cbe\u7f8e\u7684UI\u8bbe\u8ba1\u548c\u6d41\u7545\u7684\u4f53\u9a8c\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8eAI\u8bc6\u522b\u7684\u51c6\u786e\u6027\uff08\u5c24\u5176\u662f\u5bf9\u6df7\u5408\u83dc\u80b4\u548c\u5206\u91cf\u7684\u5224\u65ad\uff09\u4ee5\u53ca\u540e\u7eed\u4fee\u6b63\u7684\u4fbf\u6377\u6027\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u590d\uff0c\u89e3\u91ca\u4e86\u901a\u8fc7\u201c\u5bf9\u8bdd\u5f0f\u4fee\u6b63\u201d\u6765\u5e73\u8861\u901f\u5ea6\u4e0e\u51c6\u786e\u6027\uff0c\u5e76\u786e\u8ba4\u652f\u6301\u591a\u56fd\u83dc\u80b4\u8bc6\u522b\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u4e86\u8425\u517b\u6570\u636e\u6765\u6e90\u3001\u5b66\u4e60\u529f\u80fd\u3001\u5b89\u5353\u7248\u672c\u8ba1\u5212\u7b49\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n 0xCal\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u529f\u80fd\u9769\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u573a\u9488\u5bf9\u5065\u5eb7\u5e94\u7528\u201c\u7528\u6237\u4f53\u9a8c\u503a\u52a1\u201d\u7684\u7cbe\u51c6\u6e05\u7b97\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e3b\u6d41\u5361\u8def\u91cc\u8ffd\u8e2a\u5de5\u5177\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u529f\u80fd\u81a8\u80c0\u4e0e\u7528\u6237\u6838\u5fc3\u8bc9\u6c42\uff08\u5feb\u901f\u3001\u65e0\u75db\u8bb0\u5f55\uff09\u4e4b\u95f4\u7684\u80cc\u79bb\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8eAI\u8425\u517b\u5206\u6790\u7684\u7edd\u5bf9\u6280\u672f\u7a81\u7834\uff08\u8fd9\u4ecd\u662f\u884c\u4e1a\u5171\u540c\u6311\u6218\uff09\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u5957\u4ee5\u201c\u5bf9\u8bdd\u201d\u548c\u201c\u4fe1\u4efb\u201d\u4e3a\u6838\u5fc3\u7684\u5168\u65b0\u4ea4\u4e92\u8303\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06AI\u5b9a\u4f4d\u4e3a\u201c\u542f\u53d1\u6027\u534f\u4f5c\u8005\u201d\u800c\u975e\u201c\u6743\u5a01\u88c1\u51b3\u8005\u201d\u3002\u901a\u8fc7\u201c\u62cd\u7167\/\u63cf\u8ff0\u2192AI\u4f30\u7b97\u2192\u5bf9\u8bdd\u4fee\u6b63\u201d\u7684\u6d41\u7a0b\uff0c\u5b83\u5766\u7136\u627f\u8ba4\u4e86\u673a\u5668\u8bc6\u522b\u7684\u5c40\u9650\u6027\uff0c\u5e76\u5c06\u4fee\u6b63\u8fc7\u7a0b\u4ece\u4f20\u7edf\u7684\u8868\u5355\u586b\u5199\u8f6c\u5316\u4e3a\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u3002\u8fd9\u5de7\u5999\u5730\u89c4\u907f\u4e86AI\u7cbe\u5ea6\u5929\u82b1\u677f\u5e26\u6765\u7684\u7528\u6237\u4f53\u9a8c\u65ad\u5c42\uff0c\u5c06\u53ef\u80fd\u4ea7\u751f\u632b\u8d25\u611f\u7684\u7ea0\u9519\u73af\u8282\uff0c\u8f6c\u5316\u4e3a\u4e00\u79cd\u5177\u6709\u638c\u63a7\u611f\u548c\u4f4e\u8ba4\u77e5\u8d1f\u8377\u7684\u8f7b\u677e\u4e92\u52a8\u3002\u8fd9\u79cd\u8bbe\u8ba1\u54f2\u5b66\uff0c\u662f\u5bf9\u201c\u5de5\u5177\u5f53\u4f7f\u4eba\u66f4\u5f3a\u5927\uff0c\u800c\u975e\u66f4\u7126\u8651\u201d\u7684\u6df1\u523b\u8df5\u884c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u5916\uff0c\u5176\u201c\u9ed1\u6697\u6a21\u5f0f\u4f18\u5148\u201d\u3001\u201c\u539f\u751fiOS\u611f\u53d7\u201d\u7b49\u9009\u62e9\uff0c\u4ee5\u53ca\u5bf9Home Screen\u5ba1\u7f8e\u7684\u8fce\u5408\uff0c\u90fd\u8d85\u8d8a\u4e86\u5355\u7eaf\u7684\u7f8e\u5b66\u8303\u7574\uff0c\u4e0a\u5347\u4e3a\u4e00\u79cd\u7528\u6237\u8eab\u4efd\u8ba4\u540c\u7684\u6784\u5efa\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a\u4e00\u4ef6\u7528\u6237\u201c\u613f\u610f\u4f7f\u7528\u201d\u751a\u81f3\u201c\u4e50\u4e8e\u5c55\u793a\u201d\u7684\u6570\u5b57\u7269\u54c1\uff0c\u4ece\u800c\u5bf9\u6297\u5065\u5eb7\u7ba1\u7406\u884c\u4e3a\u672c\u8eab\u56fa\u6709\u7684\u610f\u5fd7\u6d88\u8017\u3002\u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\uff1a\u4f5c\u4e3a\u5355\u4e00\u529f\u80fd\u5de5\u5177\uff0c\u5728\u7528\u6237\u5efa\u7acb\u521d\u6b65\u5065\u5eb7\u8ba4\u77e5\u540e\uff0c\u5176\u4ef7\u503c\u5929\u82b1\u677f\u5982\u4f55\u7a81\u7834\uff1f\u9762\u5bf9\u590d\u6742\u996e\u98df\u573a\u666f\uff0c\u5bf9\u8bdd\u5f0f\u4fee\u6b63\u7684\u6548\u7387\u80fd\u5426\u957f\u671f\u4f18\u4e8e\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u4e13\u4e1a\u6570\u636e\u5e93\uff1f\u5176\u201c\u65e0\u5e7f\u544a\u3001\u65e0\u6742\u5ff5\u201d\u7684\u7eaf\u7cb9\u5546\u4e1a\u6a21\u5f0f\uff0c\u5728\u53ef\u6301\u7eed\u589e\u957f\u538b\u529b\u4e0b\u80fd\u5426\u575a\u5b88\uff1f0xCal\u4f18\u96c5\u5730\u6495\u5f00\u4e86\u5e02\u573a\u7684\u4e00\u4e2a\u53e3\u5b50\uff0c\u4f46\u80fd\u5426\u5c06\u5176\u8f6c\u5316\u4e3a\u6301\u4e45\u7684\u58c1\u5792\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u5b83\u8bc1\u660e\u4e86\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\uff0c\u6781\u81f4\u805a\u7126\u4e8e\u7528\u6237\u4f53\u9a8c\u672c\u8eab\uff0c\u4f9d\u7136\u80fd\u521b\u9020\u51fa\u4ee4\u4eba\u5fc3\u52a8\u7684\u4ea7\u54c1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">0xCal<\/span>\n <\/div>\n<div class=\"comment-content\">Most calorie apps feel like a chore \u2013 cluttered interfaces, endless database searches, designs stuck in 2015. 0xCal is different. Built for people who care about the apps they use. Describe what you ate naturally, or snap a photo. AI handles the rest. Dark mode first. Minimal UI. Native iOS feel. No ads, no clutter \u2013 just a beautiful tool that helps you reach your goals without compromising your home screen. The calorie tracker that finally belongs on your phone.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt!<\/p>\n<p>I built 0xCal because I was tired of calorie apps that felt like punishment.<\/p>\n<p>Every app I tried had the same problems: cluttered UI, overwhelming features, and designs that looked like they hadn’t been updated in a decade. They worked, but I dreaded opening them.<\/p>\n<p>I wanted something I’d actually enjoy using. Something minimal that respected my attention. The kind of app that earns a spot on a curated home screen.<\/p>\n<p>So I built it myself:<br \/>\n\u2192 Describe your food naturally \u2013 AI figures out the nutrition<br \/>\n\u2192 Or snap a photo of your meal or a nutrition label<br \/>\n\u2192 Clean dashboard showing just what matters<br \/>\n\u2192 Dark mode first, native iOS feel<\/p>\n<p>I spent as much time on the design as the functionality. Every screen, every animation, every detail was intentional.<\/p>\n<p>If you’ve ever abandoned a calorie tracker because it felt like homework, I’d love for you to try 0xCal.<\/p>\n<p>Happy to answer any questions about the design process, tech stack (SwiftUI, HealthKit), or anything else!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@namedix\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@namedix<\/a> Great launch!<\/p>\n<p>Only one question – how do you know that nutrition are accurate? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@namedix\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@namedix<\/a> wishing you all the best luck with a great looking product! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">The app looks really cool. Just signed up for the trial. <\/p>\n<p>I actually also signed up for MyFitnessPal a few days ago, but think I might cancel that because I just need the calorie tracking. <\/p>\n<p>Your app seems to do this well and has all the necessary Apple Health integration, plus AI chat, plus photo meal capture. <\/p>\n<p>Well done, I think this will be a keeper!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@brucem80\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brucem80<\/a> This made my day \u2014 thank you! \ud83d\ude4f<\/p>\n<p>That’s exactly the use case I built it for. MyFitnessPal has a ton of features, but if you just want to track calories without the noise, it can feel like overkill.<\/p>\n<p>Wanted 0xCal to do one thing really well: make logging fast and painless, with Apple Health doing the heavy lifting for your targets.<\/p>\n<p>If anything feels off or missing as you use it, I’d love to hear \u2014 still early days and feedback from real users is gold. Really appreciate you giving it a shot!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A beautifully designed app. I was a beta tester for this project and can confidently say the author went the extra mile. The attention to detail really shows. Counting calories works flawlessly.<\/p>\n<\/p>\n<p>Great launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@wmandrysz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wmandrysz<\/a> Thank you so much! Couldn’t have done it without beta testers like you \u2013 your feedback shaped so many of the details. Really appreciate you being part of this from the early days! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch\ud83d\ude80 This is a great idea. An amazing feature would be also to enable users to upload images of their food to be analyzed by AI. The accuracy might be fluctuating in the beginning but with the correct ML and feedback loops would be enhanced over time<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zahran_dabbagh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zahran_dabbagh<\/a> Thanks! Good news \u2014 that feature already exists! \ud83d\ude04<\/p>\n<p>You can snap a photo of your food (or a nutrition label) and the AI analyzes it instantly. Works from the camera or photo library.<\/p>\n<p>It estimates the dish, portion size, and nutrition \u2014 then you land in the chat where you can correct anything that looks off. So if it guesses “300g pasta” but it was actually a small portion, you just tell it and it adjusts.<\/p>\n<p>For packaged food, snapping the nutrition label gives you the most accurate data since it reads the actual values.<\/p>\n<p>Give it a try and let me know how it works for you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@namedix amazing \u2026 I will definitely try it today<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I track meals regularly for fitness, and 0xCal immediately caught my attetion \u2014 I downloaded it right away to try it out. The UI and typography are genuinely fun, and it feels refreshingly minimal compared to most calorie apps.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d9b6568a-4f39-416d-a679-2a4d55846a18.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Quick question: AI photo recognition in most apps isn\u2019t very accurate(especially for mixed or homemade meals). Curious how 0xCal improves accuracy and makes corrections easy.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sylvia_weng99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sylvia_weng99<\/a> <br \/>Thank you \u2013 really glad the design landed for you! That was the whole mission.<\/p>\n<p>You’re totally right that photo AI isn’t magic, especially for homemade meals where it can’t know your exact recipe. Here’s how 0xCal handles it:<\/p>\n<p>The photo is a starting point, not the final answer. After you snap, you land in a chat where you can refine it naturally:<\/p>\n<p>\u2192 Gram: “Looks like scrambled eggs with vegetables and toast, ~400g total \u2013 ~450 kcal”<\/p>\n<p>\u2192 You: “It was 3 eggs and add some cheese”<\/p>\n<p>\u2192 Gram: “Updated \u2013 ~520 kcal”<\/p>\n<p>So instead of hunting through fields and dropdowns to make corrections, you just… talk to it. Tell it what’s wrong and it adjusts.<\/p>\n<p>For complex homemade meals, I usually just describe ingredients: “Made a stir fry \u2013 chicken, broccoli, bell peppers, soy sauce, bit of oil.” Works better than hoping the camera figures it out.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/451c7a12-801f-4795-8764-3e0939c1ca27.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The “apps as punishment” analogy resonates! Clean UI matters when you’re using something daily. How does 0xCal handle restaurant meals where you don’t have exact nutrition info? Does the AI learn your preferences over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nora_studiohedera\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nora_studiohedera<\/a> Thanks! Yeah, using an app you hate every day is a recipe for quitting by February \ud83d\ude05<\/p>\n<p>For restaurant meals \u2013 just describe what you ordered. “Chicken Caesar salad from Sweetgreen” or “pad thai from the place down the street.” The AI estimates based on typical restaurant portions.<\/p>\n<p>For chains like McDonald’s, Chipotle, Starbucks \u2013 it pulls exact nutrition since that data is public.<\/p>\n<p>And accuracy scales with how much detail you give:<\/p>\n<p>\u2192 “Had pasta for lunch” = rough ballpark<\/p>\n<p>\u2192 “Spaghetti carbonara, medium portion” = better estimate <\/p>\n<p>\u2192 “About 200g pasta, creamy sauce, bacon bits” = pretty accurate<\/p>\n<p>You don’t always need precision \u2013 most days you just want to know “am I roughly on track?” But when it matters, you can go detailed.<\/p>\n<p>As for learning preferences \u2013 not yet, but it’s on the roadmap! Would love to have it remember “my usual breakfast” or your go-to orders. Coming soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>AI scanner is top here. Definitely a feature that differentiates\/positions your tool \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thank you! I spent a lot of time on that. It works with actual food plates AND nutrition labels \u2013 the labels give the most accurate results since it reads the exact values. Really happy with how it turned out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a great design! By the way, which AI model did you end up using?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been using it for a few days now, and it\u2019s already saving me a ton of time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats.. beautiful ui app \ud83d\udd25\ud83d\udd25<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dessignnet\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dessignnet<\/a> Thank you so much! Design was a huge focus\ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Was stoked to see the “0x”, thinking there was some web3 integration \ud83d\ude02 alas, none in sight. What compelled you to go with 0xcal as the name? Really cool app btw, it’s clear you put lots of love into the design. Any plans for an Android version? (I’m all iOS all the time, but my fianc\u00e9e – who would <em>love<\/em> this – is a Pixel-enjoyer… for now…!)<\/p>\n<p>PS – congrats on the launch\/a remarkably successful PH campaign! \ud83d\ude00 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@grey_seymour\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@grey_seymour<\/a> Haha no web3 here \u2014 just calories! \ud83d\ude02<\/p>\n<p>The “0x” came from my dev background. Felt techy and minimal, and “0xCal” just looked clean. Plus most good names are taken so you gotta get creative \ud83e\udd37\u200d\u2642\ufe0f<\/p>\n<p>No Android plans right now \u2014 I’m a solo iOS dev and SwiftUI is my happy place. But if enough people ask (tell your fianc\u00e9e to comment here \ud83d\ude04), maybe someday! For now it’s iOS only while I make sure that experience is solid.<\/p>\n<p>And thank you! The design love means a lot \u2014 that was the whole mission. Appreciate the kind words and the PH support! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When you say \u201cdescribe what you ate naturally\u201d or \u201csnap a photo and AI handles the rest,\u201d what\u2019s your approach to the hardest part\u2014portion size and invisible ingredients\u2014and how do you balance speed with giving users enough control to correct the model without turning it back into a chore?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> This is the core UX challenge \u2014 and honestly what I spent the most time on.<\/p>\n<p>For portion size: gram always shows its assumption. Instead of just saying “scrambled eggs \u2013 350 kcal”, it says “scrambled eggs (~150g) \u2013 350 kcal”. So you immediately see what it’s guessing and can call it out if it’s wrong.<\/p>\n<p>For invisible ingredients (oil, butter, sauces): AI makes educated guesses based on how dishes are typically made. Scrambled eggs? Assumes some butter. Stir fry? Assumes oil. It’s not perfect, but it’s a realistic starting point rather than pretending those calories don’t exist.<\/p>\n<p>The balance between speed and control is where the chat comes in. Instead of tapping into fields and dropdowns to make corrections, you just… talk:<\/p>\n<p>“Actually it was 3 eggs, no butter”<\/p>\n<p>“Add cheese”<\/p>\n<p>“Portion was smaller, maybe 100g”<\/p>\n<p>The AI adjusts and you confirm. Feels like a quick back-and-forth, not data entry.<\/p>\n<p>The goal: 90% of the time, you accept the first estimate and move on in 5 seconds. The other 10%, you have a fast way to correct without it feeling like homework.<\/p>\n<p>Still not perfect \u2014 but way less friction than traditional tracking.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great, will deff try it out. Does it recognize all cuisines?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@manaswee\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@manaswee<\/a> Honestly yeah it handles pretty much everything! Italian, Mexican, Asian, Indian \u2014 all good. Even regional stuff.<\/p>\n<p>I tested a bunch of Polish dishes and it nailed all of them \u2014 including \u017burek. Haven’t actually found a dish it didn’t recognize yet \ud83d\ude04<\/p>\n<p>Let me know if you manage to stump it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>wow, that looks nice! wish you continuing succes with 0xCal!<br \/>was curious, does your app have any ‘blog’ with articles or recommendations for different types of health goals, or is it simply a tool for calorie tracking only? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yellow_yetti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yellow_yetti<\/a> Thank you! \ud83d\ude4f<\/p>\n<p>No blog or articles \u2014 it’s purely a tracking tool. Intentionally kept it focused.<\/p>\n<p>Most calorie apps try to do everything: recipes, articles, meal plans, social features… and end up cluttered and overwhelming. I wanted 0xCal to do one thing really well: make logging fast and painless.<\/p>\n<p>For actual nutrition advice, I’d rather people follow experts they trust than read generic blog content inside an app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great UI indeed. Just curious, how did you decide if to put a numbered progress e.g. 88 \/120 or to put a visual one e.g. radial progress bar?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alex_gerasimenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alex_gerasimenko<\/a> Great question! I actually kept it pretty minimal \u2014 mostly just numbers.<\/p>\n<p>For daily tracking (calories, macros), I show the raw numbers like “88\/120”. Gives you exactly what you need to make decisions: “can I fit this snack?” \u2014 no guessing.<\/p>\n<p>The goal number (the “120” part) comes from your personal data \u2014 during onboarding we pull height, weight, age from Apple Health and ask about your activity level and goals. Then calculate your actual TDEE and target based on whether you want to lose, maintain, or gain.<\/p>\n<\/p>\n<p>For the weekly\/monthly success view, I use colored rectangles for each day \u2014 green if you hit your goal, different shade if you didn’t. It’s more of a calendar heatmap than a progress bar.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is it enough to just add one picture of each meal I have? Do I have to keep track of everything I eat every day (cheat weekends too? \ud83d\ude42). I usually see most calorie-tracking apps as a chore, but this one seems very promising. And I love the design and onboarding so far!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@klaudia_rzeszot\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klaudia_rzeszot<\/a> Totally fair question \u2014 and thank you! Really happy the design\/onboarding is landing.<\/p>\n<p>You don\u2019t <em>have<\/em> to track everything perfectly. One photo per meal is usually enough to get you in the right ballpark, and that\u2019s the whole goal: know if you\u2019re roughly under\/over your daily target without it becoming a second job.<\/p>\n<p>A good \u201clow-friction\u201d approach:<\/p>\n<p>– Snap your main meals (breakfast\/lunch\/dinner)<\/p>\n<p>– Don\u2019t stress about tiny things unless they\u2019re big calories (oils, sauces, alcohol, snacks)<\/p>\n<p>– If something looks off, just tell gram what\u2019s missing or adjust the portion it assumed<\/p>\n<p>Cheat weekends: up to you \ud83d\ude04 If you want the least effort, track the big meals and call it a win. If your goal is fat loss and weekends tend to be where things go off-track, even a rough log on those days can be super eye-opening.<\/p>\n<p>The key is consistency, not perfection.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/RVZFKVC4T55QDS\" class=\"app-title\">Undiscord<\/a><\/p>\n<div class=\"one-liner\">Bulk leave discord servers<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">160<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5e2e\u52a9\u7528\u6237\u6279\u91cf\u9000\u51faDiscord\u670d\u52a1\u5668\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728Discord\u4fa7\u8fb9\u680f\u56e0\u52a0\u5165\u8fc7\u591a\u670d\u52a1\u5668\u800c\u53d8\u5f97\u6742\u4e71\u3001\u624b\u52a8\u9010\u4e00\u9000\u51fa\u6548\u7387\u6781\u4f4e\u7684\u7ba1\u7406\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/f7f121cb-5894-4c7f-bc62-7cac119fb4ec.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=BmcVjYEQVGU\"><source src=\"https:\/\/www.youtube.com\/watch?v=BmcVjYEQVGU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb98f933-dcef-4fd4-8283-0f5a9d4020b6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/42922c34-7838-4cd9-9ac6-d5af2726d8ee.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4877c501-0ad8-4a9b-93e4-2f1532e9f80b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a837f164-9aae-4c5f-9229-e57741448989.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Browser Extensions<\/span><br \/>\n <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Discord\u7ba1\u7406\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u9000\u51fa<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u4fa7\u8fb9\u680f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u65ad\u820d\u79bb<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u8fd0\u884c<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u81ea\u4e3b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u89e3\u51b3\u5b9e\u9645\u75db\u70b9\u7684\u5b9e\u7528\u6027\uff0c\u5e76\u5bf9\u9690\u79c1\u5b89\u5168\u8bbe\u8ba1\u8868\u793a\u8ba4\u53ef\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u5e0c\u671b\u589e\u52a0\u670d\u52a1\u5668\u6d3b\u8dc3\u5ea6\u5206\u6790\u529f\u80fd\u4ee5\u8f85\u52a9\u51b3\u7b56\uff0c\u5e76\u6301\u7eed\u5f3a\u8c03\u5bf9\u5de5\u5177\u5b89\u5168\u6027\u7684\u4fe1\u4efb\u81f3\u5173\u91cd\u8981\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u5c06\u76f8\u5173\u6d1e\u5bdf\u7eb3\u5165\u8def\u7ebf\u56fe\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Undiscord\u7684\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u6279\u91cf\u70b9\u51fb\u201d\u7684\u6548\u7387\u63d0\u5347\uff0c\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u5e73\u53f0\u751f\u6001\u884d\u751f\u7684\u4e00\u4e2a\u9690\u6027\u6210\u672c\uff1a\u6ce8\u610f\u529b\u503a\u3002Discord\u7684\u5f00\u653e\u5f0f\u52a0\u5165\u673a\u5236\u5bfc\u81f4\u4e86\u201c\u670d\u52a1\u5668\u81a8\u80c0\u201d\uff0c\u5176\u4ee3\u4ef7\u662f\u7528\u6237\u4fa7\u8fb9\u680f\u7684\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u901a\u77e5\u5931\u7075\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6ce8\u610f\u529b\u8d44\u6e90\u7684\u6301\u7eed\u8017\u6563\u3002\u8be5\u4ea7\u54c1\u5c06\u6e05\u7406\u884c\u4e3a\u4ece\u7e41\u7410\u7684\u3001\u53cd\u4eba\u6027\u7684\u7ebf\u6027\u64cd\u4f5c\uff0c\u7b80\u5316\u4e3a\u4e00\u4e2a\u53ef\u77ac\u95f4\u5b8c\u6210\u7684\u4eea\u5f0f\u6027\u52a8\u4f5c\uff0c\u964d\u4f4e\u4e86\u7528\u6237\u8fdb\u884c\u201c\u6570\u5b57\u7a7a\u95f4\u6574\u7406\u201d\u7684\u5fc3\u7406\u95e8\u69db\u548c\u884c\u52a8\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u9690\u79c1\u7b2c\u4e00\u201d\u7684\u8bbe\u8ba1\u539f\u5219\uff0c\u5c24\u5176\u662f\u5b8c\u5168\u672c\u5730\u8fd0\u884c\u3001\u4e0d\u89e6\u78b0\u4ee4\u724c\u548c\u51ed\u8bc1\uff0c\u5e76\u975e\u7b80\u5355\u7684\u8425\u9500\u8bdd\u672f\uff0c\u800c\u662f\u9488\u5bf9Discord\u5de5\u5177\u751f\u6001\u4fe1\u4efb\u7f3a\u5931\u73b0\u72b6\u7684\u7cbe\u51c6\u9632\u5fa1\u3002\u8fd9\u4f7f\u5176\u4e0e\u90a3\u4e9b\u8981\u6c42\u8fc7\u9ad8\u6743\u9650\u7684\u201c\u81ea\u673a\u5668\u4eba\u201d\u5f0f\u5de5\u5177\u5212\u6e05\u4e86\u754c\u9650\uff0c\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u4e00\u4e2a\u589e\u5f3a\u578b\u6d4f\u89c8\u5668\u754c\u9762\uff0c\u800c\u975e\u4e00\u4e2a\u98ce\u9669\u672a\u77e5\u7684\u7b2c\u4e09\u65b9\u670d\u52a1\u3002\u8fd9\u79cd\u514b\u5236\u7684\u6280\u672f\u9009\u578b\uff0c\u662f\u5176\u83b7\u53d6\u65e9\u671f\u7528\u6237\u4fe1\u4efb\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u957f\u671f\u4ef7\u503c\u9762\u4e34\u5929\u82b1\u677f\u3002\u6838\u5fc3\u529f\u80fd\u5355\u4e00\uff0c\u6613\u88ab\u6a21\u4eff\u751a\u81f3\u88abDiscord\u5b98\u65b9\u529f\u80fd\u8986\u76d6\u3002\u7528\u6237\u53cd\u9988\u4e2d\u5173\u4e8e\u201c\u670d\u52a1\u5668\u5065\u5eb7\u5ea6\u5206\u6790\u201d\u7684\u5efa\u8bae\uff0c\u6070\u6070\u6307\u51fa\u4e86\u5176\u8fdb\u5316\u65b9\u5411\uff1a\u4ece\u7b80\u5355\u7684\u6279\u91cf\u6267\u884c\u5de5\u5177\uff0c\u5347\u7ea7\u4e3a\u57fa\u4e8e\u6570\u636e\u7684\u201c\u670d\u52a1\u5668\u5173\u7cfb\u7ba1\u7406\u201d\u987e\u95ee\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u7528\u6237\u6d3b\u8dc3\u5ea6\u4e0e\u793e\u533a\u6d3b\u8dc3\u5ea6\u7684\u5339\u914d\u5173\u7cfb\uff0c\u63d0\u4f9b\u667a\u80fd\u6e05\u7406\u5efa\u8bae\uff0c\u4ece\u800c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u5176\u4fe1\u606f\u6444\u5165\u8d28\u91cf\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6e05\u7406\u6570\u91cf\u3002\u552f\u6709\u4ece\u201c\u6267\u884c\u5c42\u201d\u8fc8\u5411\u201c\u51b3\u7b56\u8f85\u52a9\u5c42\u201d\uff0c\u6784\u5efa\u66f4\u6df1\u7684\u62a4\u57ce\u6cb3\uff0c\u624d\u80fd\u907f\u514d\u5728\u89e3\u51b3\u4e00\u4e2a\u75db\u70b9\u540e\uff0c\u81ea\u8eab\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u88ab\u6279\u91cf\u6e05\u7406\u7684\u201c\u4e00\u6b21\u6027\u5de5\u5177\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Undiscord<\/span>\n <\/div>\n<div class=\"comment-content\">Undiscord shows you all your Discord servers in one place and lets you bulk leave the ones you no longer need, safely and privately.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I\u2019m Shaan, the maker of Undiscord.<\/p>\n<p>I built Undiscord because my Discord sidebar became a mess over time, dozens (sometimes hundreds) of servers from experiments, communities, events, and one-off invites. Leaving them one-by-one is painfully slow, and it\u2019s the kind of thing you keep postponing.<\/p>\n<p>So I built Undiscord to make it instant. It lets you bulk leave Discord servers in a few clicks, so you can clean up your account and get Discord back under control.<\/p>\n<p>A few principles I cared about while building it:<br \/>\nFast + simple: no fluff, just get the job done<br \/>\nPrivacy-first: everything runs on your device<br \/>\nSafe cleanup: review servers before leaving, so you don\u2019t remove anything important by mistake<\/p>\n<p>Undiscord helps you keep Discord intentional: stay in the servers you actually care about, remove the rest, and make notifications relevant again.<\/p>\n<p>I\u2019d love feedback from the community:<br \/>\nWhat\u2019s the #1 thing you\u2019d want before trusting a bulk-leave tool?<br \/>\nWhat features would you like to see next?<br \/>\nAny other Discord pain you wish existed a tool for?<\/p>\n<p>I\u2019ll be here all day, happy to answer questions and ship improvements quickly.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>@madebyshaan awesome app! I was in so many Discord servers and kept thinking, ‘Do I really have to click on every single one to leave?’ I used to have to leave them all individually and it was such a pain, but now I can just use your app. Very nice idea!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 Undiscord is a super practical way to declutter overloaded Discord sidebars while staying private and in control.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Hi Zeiki! I really appreciate that, thank you. That\u2019s exactly what Undiscord is built for, making Discord feel calm again, a clean sidebar, full control, and no compromise on privacy. And honestly, being able to use notifications meaningfully again (instead of getting buried) is the biggest win for me.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Yeah! Simple, powerful, super useful. Glad to see something like this!! All the best<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> Hey thank you so so much, Germ\u00e1n! I really appreciate it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does it also show my activity in the channels (where I was least active) and how the Discord community is active in general? I am in many dead Discord channels from 2021 (you know that NFT mania), but there are also Discords that I am not so active, but people are active and information inside could be valuable for the future.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi Nika! Thank you so much for checking out Undiscord! We don\u2019t support channel-level activity insights yet (like where you were least active), but that\u2019s a really valuable idea!<\/p>\n<p>We can definitely add this to the roadmap, and we could start with a practical \u201cserver health\u201d signal like <strong>online users vs total members<\/strong>, then expand into deeper channel\/activity insights over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A lot of \u201cDiscord cleanup\u201d tools lose trust because they ask for tokens, broad permissions, or feel like self-bot automation. What specific design choices did you make to stay on the safe, privacy-first side?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Hi Curious Kitty! Absolutely, and I agree, a lot of cleanup tools feel sketchy!<\/p>\n<\/p>\n<p>Undiscord was designed specifically to avoid all of that:<\/p>\n<ul>\n<li>\n<p><strong>No tokens, ever.<\/strong> We never ask for your Discord token, password, or any account credentials.<\/p>\n<\/li>\n<li>\n<p><strong>No login.<\/strong> There\u2019s no Undiscord account, no sign-in flow, nothing to \u201cconnect\u201d.<\/p>\n<\/li>\n<li>\n<p><strong>Runs 100% locally.<\/strong> Everything happens in your browser on your machine, not on a server.<\/p>\n<\/li>\n<li>\n<p><strong>Zero data collection.<\/strong> No tracking, no analytics, no telemetry, not even usage stats.<\/p>\n<\/li>\n<li>\n<p><strong>Uses Discord\u2019s official web interface.<\/strong> Leaving servers happens the same way you\u2019d do it manually, Undiscord just saves you the repetitive clicking.<\/p>\n<\/li>\n<\/ul>\n<p>In other words, it\u2019s intentionally the boring, privacy-first approach: no invasive permissions, no automation that tries to \u201cbe Discord\u201d, and nothing leaving your device.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I can finally leave all those web3 servers now TT__T. Thank you for making this, <a href=\"https:\/\/www.producthunt.com\/@madebyshaan\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"madebyshaan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madebyshaan<\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabe<\/a> Yesss! Haha the Web3 server era was truly a canon event. I\u2019m so happy Undiscord can finally set you free \ud83d\ude02 Thanks a ton for the support, Gabe, seriously! It means a lot coming from you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a god send. I have what seems like a billion of servers from one-time use or old communities and it’s always so tedious spring cleaning it all<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Worked flawlessly out of the box. Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/OIKJFCWUCYMEIR\" class=\"app-title\">Ekamoira Google Search Console MCP<\/a><\/p>\n<div class=\"one-liner\">Query Search Console in Claude & ChatGPT<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">143<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u65e0\u9700\u5bfc\u51faCSV\u3001\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u76f4\u63a5\u67e5\u8be2Google Search Console\u6570\u636e\u7684MCP\u670d\u52a1\u5668\u5de5\u5177\uff0c\u4e3aSEO\u4ece\u4e1a\u8005\u5728\u65e5\u5e38\u6570\u636e\u5206\u6790\u573a\u666f\u4e2d\u89e3\u51b3\u4e86\u6570\u636e\u83b7\u53d6\u7e41\u7410\u3001\u4ea4\u4e92\u6548\u7387\u4f4e\u4e0b\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3cb84d78-387f-4edb-bf2d-70c0be84ee99.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b76c7f23-7882-4e41-a3e3-8b60e911462f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb85dd12-7678-49b5-843e-ad6d3e5548c6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2a28c47c-068d-45b2-a8b5-0fe2c22ea969.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b6c581dc-8720-4e76-969c-fee3d04cfd98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7b79da9a-06de-45cd-9a13-baa2cb7fd369.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0b6d6464-3b0a-4ab5-931f-be6c6dd64402.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/e8042d20-46a6-4df9-9fd3-de5171b3df9a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/h518OwlMJaM\"><source src=\"https:\/\/youtu.be\/h518OwlMJaM\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">SEO<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SEO\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Google Search Console<\/span><br \/>\n <span class=\"tag\">AI\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">MCP\u670d\u52a1\u5668<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u641c\u7d22\u5f15\u64ce\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u5316\u4e86\u7e41\u7410\u7684OAuth\u548c\u7ec8\u7aef\u914d\u7f6e\u6d41\u7a0b\uff0c\u8ba4\u4e3a\u201c\u6d88\u9664\u8bbe\u7f6e\u969c\u788d\u201d\u662f\u5173\u952e\u4ef7\u503c\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5305\u62ec\uff1a\u4e0eClaude\u7b49AI\u5de5\u5177\u7684\u517c\u5bb9\u6027\u3001\u591a\u7ad9\u70b9\u7ba1\u7406\u80fd\u529b\uff0c\u4ee5\u53ca\u5982\u4f55\u4ece\u201c\u4e00\u6b21\u6027\u65b0\u5947\u5de5\u5177\u201d\u8f6c\u5316\u4e3a\u53ef\u6301\u7eed\u7684\u65e5\u5e38SEO\u5de5\u4f5c\u6d41\u7ec4\u6210\u90e8\u5206\u3002\u521b\u59cb\u4eba\u56de\u590d\u63d0\u4f9b\u4e86\u5177\u4f53\u7684\u4f7f\u7528\u573a\u666f\u548c\u7c98\u6027\u6784\u5efa\u65b9\u6cd5\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Ekamoira\u7684\u672c\u8d28\uff0c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u4f53\u9a8c\u91cd\u6784\u3002\u5b83\u654f\u9510\u5730\u523a\u4e2d\u4e86SEO\u5de5\u4f5c\u6d41\u4e2d\u4e00\u4e2a\u9648\u65e7\u5374\u987d\u56fa\u7684\u201c\u6697\u4f24\u201d\uff1a\u6570\u636e\u53ef\u89c1\u6027\u4e0e\u53ef\u7528\u6027\u4e4b\u95f4\u7684\u5de8\u5927\u9e3f\u6c9f\u3002Google Search Console\u4f5c\u4e3a\u6838\u5fc3\u6570\u636e\u6e90\uff0c\u5176\u539f\u751f\u754c\u9762\u548c\u5bfc\u51fa\u5206\u6790\u6d41\u7a0b\u7b28\u91cd\u4e0d\u582a\uff0c\u8feb\u4f7f\u4ece\u4e1a\u8005\u5728\u201c\u5bfc\u51faCSV-\u4e0a\u4f20AI-\u7ea0\u6b63\u5e7b\u89c9\u201d\u7684\u602a\u5708\u4e2d\u7a7a\u8f6c\u3002\u8be5\u4ea7\u54c1\u901a\u8fc7\u63d0\u4f9b\u6258\u7ba1\u7684MCP\u670d\u52a1\u5668\uff0c\u5c06\u6280\u672f\u590d\u6742\u6027\u5b8c\u5168\u5c01\u88c5\uff0c\u5b9e\u73b0\u4e86\u201c\u6388\u6743\u5373\u7528\u201d\u7684\u96f6\u6469\u64e6\u4f53\u9a8c\uff0c\u8fd9\u65e0\u7591\u662f\u5176\u6700\u7280\u5229\u7684\u7834\u5c40\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u5929\u82b1\u677f\uff0c\u5728\u4e8e\u80fd\u5426\u4ece\u201c\u67e5\u8be2\u6377\u5f84\u201d\u5347\u7ea7\u4e3a\u201c\u6d1e\u5bdf\u5f15\u64ce\u201d\u3002\u5f53\u524d\u5b83\u89e3\u51b3\u4e86\u201c\u95ee\u6570\u636e\u201d\u7684\u6548\u7387\u95ee\u9898\uff0c\u4f46\u7528\u6237\u6df1\u5c42\u9700\u6c42\u662f\u201c\u5f97\u6d1e\u89c1\u201d\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u907f\u514d\u6210\u4e3a\u4e00\u6b21\u6027\u65b0\u5947\u5de5\u5177\u201d\u7684\u63d0\u95ee\u5207\u4e2d\u8981\u5bb3\u3002\u4ea7\u54c1\u7684\u957f\u671f\u7c98\u6027\u5c06\u53d6\u51b3\u4e8e\uff1a\u5b83\u80fd\u5426\u57fa\u4e8e\u5bf9\u8bdd\u5386\u53f2\uff0c\u6784\u5efa\u8fde\u8d2f\u7684\u3001\u53ef\u8ffd\u8e2a\u7684SEO\u5b9e\u9a8c\u53d9\u4e8b\uff08\u5982A\/B\u6d4b\u8bd5\u6807\u9898\u4e0eCTR\u53d8\u5316\u7684\u5173\u8054\u5206\u6790\uff09\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u63d0\u4f9b\u79bb\u6563\u7684\u95ee\u7b54\u3002\u5176\u201c\u6258\u7ba1\u201d\u6a21\u5f0f\u5728\u5e26\u6765\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u4e5f\u57cb\u4e0b\u4e86\u6570\u636e\u5b89\u5168\u4e0e\u5408\u89c4\u7684\u6f5c\u5728\u987e\u8651\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u7ba1\u7406\u5927\u91cf\u5ba2\u6237\u7ad9\u70b9\u7684\u673a\u6784\u7528\u6237\uff0c\u8fd9\u662f\u5176\u5546\u4e1a\u5316\u8fdb\u7a0b\u4e2d\u5fc5\u987b\u900f\u660e\u5316\u3001\u4e13\u4e1a\u5316\u5e94\u5bf9\u7684\u547d\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b80\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u6b3e\u5728\u6b63\u786e\u65f6\u673a\u3001\u4ee5\u6781\u7b80\u65b9\u5f0f\u89e3\u51b3\u8868\u9762\u75db\u70b9\u7684\u4f18\u79c0\u4ea7\u54c1\u3002\u4f46\u82e5\u8981\u4ece\u5c0f\u4f17\u6548\u7387\u5de5\u5177\u8fc8\u5411SEO\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\uff0c\u5b83\u5fc5\u987b\u8bc1\u660e\u81ea\u5df1\u80fd\u7406\u89e3\u6570\u636e\u80cc\u540e\u7684\u4e1a\u52a1\u903b\u8f91\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7406\u89e3\u7528\u6237\u63d0\u95ee\u7684\u8bed\u4e49\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Ekamoira Google Search Console MCP<\/span>\n <\/div>\n<div class=\"comment-content\">You know the drill: Export CSV from Search Console. Upload to ChatGPT. Watch it hallucinate your data. Cry. Repeat. We fixed that. We built this for SEOs who just want to ask questions. Connect your Google account and it’s done. Works with Claude, ChatGPT and Cursor instantly. Just ask: – “Why did my traffic drop last Tuesday?” – “Which pages have high impressions but low CTR?” – “Is Google even indexing my new pages?” 30-day free trial. No terminal commands. Zero credit cards harmed.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunters! \ud83d\udc4b<\/p>\n<p>I’m Christian, co-founder of Ekamoira. We built this because existing GSC MCP servers drove us crazy.<\/p>\n<p>Setting up OAuth, downloading JSON files, configuring paths in your terminal… just to ask “what keywords drove traffic last week?” It felt broken.<\/p>\n<p>So we made a hosted version: connect Google and you’re done. The MCP server runs on our end. Works with Claude.ai, ChatGPT, Cursor or whatever you’re using.<\/p>\n<p>We’re giving everyone a free 30-day trial. Would love your feedback on what tools or queries would make this even more useful for your SEO workflow.<\/p>\n<p>What’s the first question you’d ask your Search Console data? \ud83d\udc47<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_gaugeler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_gaugeler<\/a> Congrats on the launch. This sounds cool! Possible to use it with Claude as well? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_gaugeler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_gaugeler<\/a> Removing setup friction is huge\u2014most SEO pain comes from not being able to ask the right question fast enough.<br \/>We\u2019ve run into the same \u201cdata is there but hard to use\u201d problem while building infra like GTWY <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_gaugeler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_gaugeler<\/a> Finally, a clean way to talk to Search Console without jumping through setup hoops.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations to the whole team at Ekamoria. You are solving a great problem!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rahul_aluri\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahul_aluri<\/a> Thank Rahul. Appreciate it a lot!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rahul_aluri\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahul_aluri<\/a> thank you very much \ud83d\ude4f\ud83c\udffb\ud83d\ude0a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing! Good luck folks \ud83d\ude80\ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nikhil_moorjani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikhil_moorjani<\/a> thank you so much \ud83d\ude4f\ud83c\udffb Really appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">In practice, what does a \u201csuccessful\u201d adoption look like for an SEO team\u2014what are the first questions users ask, what outputs do they copy into their workflow, and how do you avoid this becoming a one-off novelty instead of a daily tool?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> <\/p>\n<p>Insights from clients’ use cases: <\/p>\n<p> <\/p>\n<p><strong>First questions every morning:<\/strong> <\/p>\n<p>– “Which pages are position 1-10 but getting 0 clicks?” (we found 28 of these last week) <\/p>\n<p>– “Are there any www vs non-www duplicates splitting my impressions?” <\/p>\n<p>– “Did the meta title change from Tuesday actually improve CTR?” <\/p>\n<p> <\/p>\n<p><strong>What actually gets copied into workflow:<\/strong> <\/p>\n<p>The output goes straight into a progress doc. Example: we had a page with 1,879 impressions at 0.05% CTR. Asked Claude to rewrite the title, tracked it, checked back 4 days later. Position held, CTR moved. <\/p>\n<p><strong>How it becomes daily vs one-off:<\/strong> <\/p>\n<p>It’s the tracking. We run the same queries weekly: “compare this week vs last week for these 5 pages.” Claude remembers what you changed and when, so you’re not starting fresh. <\/p>\n<\/p>\n<p>The stickiness comes from follow-up, not the initial report. “That page I fixed Tuesday – what happened?” is more useful than “give me all my data.” <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launch \u2014 love how this makes GSC insights actually fast and usable.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thanks! appreciate it. Looking forward to feedback once you have had a chance to use it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I am not an SEO expert but the simplicity feels intuitive and encouraging<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zahran_dabbagh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zahran_dabbagh<\/a> – thanks man! let us know your feedback once you have had a chance to use it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch \ud83c\udf89 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Thanks a lot! appreciate the support<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this! Immediate answers from Search Console data without CSV chaos, exactly what busy SEOs need.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@leotrim_lota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leotrim_lota<\/a> Appreciate it – exactly what we built it for. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I run an agency. Can I manage multiple properties at once? We manage like 50 sites and GSC is painful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nandini_choudhury1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nandini_choudhury1<\/a> – Yes! You can select which property to use and switch between them easily from the settings. Each time you connect, you pick the property you want to work with. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5GKUJYWJ2SMFHJ\" class=\"app-title\">Lyra Music<\/a><\/p>\n<div class=\"one-liner\">Simple and free music discovery based on how you feel<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">115<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Lyra\u662f\u4e00\u6b3e\u57fa\u4e8e\u60c5\u7eea\u3001\u514d\u8d39\u4e14\u7b80\u6d01\u7684\u97f3\u4e50\u53d1\u73b0\u5e94\u7528\uff0c\u5141\u8bb8\u7528\u6237\u4eceSpotify\u548cYouTube\u5bfc\u5165\u6b4c\u5355\u5e76\u65e0\u5e7f\u544a\u6536\u542c\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4e3b\u6d41\u5e73\u53f0\u9762\u4e34\u8ba2\u9605\u538b\u529b\u3001\u5e7f\u544a\u5e72\u6270\u548c\u6b4c\u5355\u8fc1\u79fb\u56f0\u96be\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8704566d-ab27-4b6b-b681-53c1fede777b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9cfa277-d721-4361-9a47-21472f172832.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3bfe50a2-ac47-4002-bc39-28730f02a271.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b0f2d64a-6d9e-4d4f-b04f-a84de2f8d63a.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/sDZ-RSQvwG4?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/sDZ-RSQvwG4?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Music<\/span><br \/>\n <span class=\"tag\">Spotify<\/span><br \/>\n <span class=\"tag\">YouTube<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u97f3\u4e50\u6d41\u5a92\u4f53<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u97f3\u4e50\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u6b4c\u5355\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e7f\u544a\u64ad\u653e<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u5316\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u7b80\u6d01\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5c0f\u578b\u72ec\u7acb\u56e2\u961f<\/span><br \/>\n <span class=\"tag\">\u57fa\u4e8eYouTube\u97f3\u9891<\/span><br \/>\n <span class=\"tag\">\u9ad8\u97f3\u8d28\u53ef\u9009<\/span><br \/>\n <span class=\"tag\">\u900f\u660e\u5316\u8fd0\u8425<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u7b80\u6d01\u3001\u65e0\u5e7f\u544a\u4f53\u9a8c\u548c\u6b4c\u5355\u5bfc\u5165\u529f\u80fd\u3002\u6838\u5fc3\u8d28\u7591\u96c6\u4e2d\u4e8e\u5176\u957f\u671f\u5546\u4e1a\u6a21\u5f0f\u3001\u4e0eSpotify\u7684\u5dee\u5f02\u5316\u7ade\u4e89\u529b\uff0c\u4ee5\u53ca\u5982\u4f55\u786e\u4fdd\u827a\u672f\u5bb6\u6743\u76ca\u3002\u5f00\u53d1\u56e2\u961f\u56de\u5e94\u5176\u4f9d\u8d56YouTube\u7684\u7248\u6743\u4e0e\u5206\u6210\u7cfb\u7edf\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Lyra Music\u7684\u201c\u514d\u8d39\u65e0\u5e7f\u544a\u201d\u53e3\u53f7\u770b\u4f3c\u76f4\u51fbSpotify\u7b49\u5e73\u53f0\u7684\u4ed8\u8d39\u5899\u75db\u70b9\uff0c\u4f46\u5176\u4ea7\u54c1\u672c\u8d28\u66f4\u63a5\u8fd1\u4e8e\u4e00\u4e2a\u7cbe\u5fc3\u5305\u88c5\u7684\u201cYouTube\u97f3\u4e50\u524d\u7aef\u4f18\u5316\u5668\u201d\u3002\u5176\u5ba3\u79f0\u7684\u6838\u5fc3\u4ef7\u503c\u2014\u2014\u81ea\u7531\u3001\u7b80\u6d01\u3001\u65e0\u8ba2\u9605\u2014\u2014\u5b9e\u9645\u4e0a\u5efa\u7acb\u5728\u5c06\u7248\u6743\u6210\u672c\u548c\u5546\u4e1a\u6a21\u5f0f\u98ce\u9669\u5b8c\u5168\u8f6c\u5ac1\u7ed9YouTube\u751f\u6001\u7684\u57fa\u7840\u4e0a\u3002\u8fd9\u5e76\u975e\u771f\u6b63\u7684\u6a21\u5f0f\u521b\u65b0\uff0c\u800c\u662f\u4e00\u79cd\u5de7\u5999\u7684\u5bc4\u751f\u4e0e\u4f53\u9a8c\u91cd\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u5438\u5f15\u529b\u5728\u4e8e\u201c\u65e0\u7f1d\u8fc1\u79fb\u201d\u5e26\u6765\u7684\u7528\u6237\u8f6c\u6362\u4f4e\u6210\u672c\uff0c\u4ee5\u53ca\u53bb\u5e7f\u544a\u5e26\u6765\u7684\u77ac\u65f6\u6e05\u723d\u611f\u3002\u7136\u800c\uff0c\u8fd9\u6070\u6070\u6784\u6210\u4e86\u5176\u6700\u5927\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\uff1a\u5176\u4e00\uff0c\u5176\u5b58\u5728\u9ad8\u5ea6\u4f9d\u8d56YouTube API\u653f\u7b56\u7684\u7a33\u5b9a\u6027\uff0c\u81ea\u8eab\u6beb\u65e0\u62a4\u57ce\u6cb3\uff1b\u5176\u4e8c\uff0c\u5b83\u5e76\u672a\u89e3\u51b3\u97f3\u4e50\u4ea7\u4e1a\u7684\u6838\u5fc3\u6210\u672c\u95ee\u9898\uff0c\u6240\u8c13\u201c\u514d\u8d39\u201d\u53ea\u662f\u5bf9\u7528\u6237\u4fa7\u514d\u8d39\uff0c\u5176\u201c\u57fa\u4e8eYouTube\u64ad\u653e\u201d\u7684\u56de\u5e94\uff0c\u627f\u8ba4\u4e86\u81ea\u8eab\u5728\u7248\u6743\u4e0e\u827a\u672f\u5bb6\u8865\u507f\u4f53\u7cfb\u4e2d\u7684\u88ab\u52a8\u89d2\u8272\uff0c\u8fd9\u4e0e\u5176\u201c\u900f\u660e\u3001\u4e13\u6ce8\u201d\u7684\u56e2\u961f\u5f62\u8c61\u5b58\u5728\u5fae\u5999\u77db\u76fe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u533a\u7684\u5c16\u9510\u63d0\u95ee\u5207\u4e2d\u8981\u5bb3\uff1a\u5f53Lyra\u4ec5\u4ec5\u662f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u66f4\u5e72\u51c0\u7684\u64ad\u653e\u754c\u9762\u548c\u5bfc\u5165\u5de5\u5177\uff0c\u800c\u65e0\u6cd5\u5728\u97f3\u4e50\u53d1\u73b0\u7b97\u6cd5\u3001\u793e\u533a\u751f\u6001\u6216\u72ec\u5bb6\u5185\u5bb9\u4e0a\u4e0e\u5de8\u5934\u7ade\u4e89\u65f6\uff0c\u7528\u6237\u957f\u671f\u201c\u5207\u6362\u5e76\u7559\u4e0b\u201d\u7684\u7406\u7531\u6781\u5176\u8106\u5f31\u3002\u5b83\u7684\u76ee\u6807\u7528\u6237\u53ef\u80fd\u662f\u90a3\u4e9b\u5bf9\u4ef7\u683c\u6781\u5ea6\u654f\u611f\u3001\u538c\u6076\u5e7f\u544a\uff0c\u4e14\u6b4c\u5355\u4e3b\u8981\u57fa\u4e8eYouTube\/Spotify\u7684\u8f7b\u5ea6\u7528\u6237\uff0c\u4f46\u8fd9\u90e8\u5206\u7528\u6237\u7684\u5fe0\u8bda\u5ea6\u6700\u4f4e\u3002\u6240\u8c13\u201c\u53ef\u9009\u9ad8\u97f3\u8d28\u5347\u7ea7\u201d\u7684\u5546\u4e1a\u6a21\u5f0f\u8bbe\u60f3\uff0c\u5728\u5de8\u5934\u73af\u7ed5\u7684\u6218\u573a\u4e2d\u663e\u5f97\u676f\u6c34\u8f66\u85aa\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b80\u8a00\u4e4b\uff0cLyra\u662f\u4e00\u6b3e\u51fa\u8272\u7684\u201c\u4f53\u9a8c\u8865\u4e01\u201d\u578b\u4ea7\u54c1\uff0c\u7cbe\u51c6\u6355\u6349\u4e86\u73b0\u6709\u751f\u6001\u7684\u5c40\u90e8\u4f53\u9a8c\u6d3c\u5730\u3002\u4f46\u5b83\u66f4\u50cf\u4e00\u4e2a\u4f18\u96c5\u7684\u201c\u529f\u80fd\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u201c\u4ea7\u54c1\u201d\u3002\u5176\u957f\u671f\u751f\u5b58\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u56e2\u961f\u7684\u6267\u884c\u529b\uff0c\u66f4\u53d6\u51b3\u4e8eYouTube\u7684\u5bb9\u5fcd\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u5de8\u5934\u53cd\u5e94\u8fc7\u6765\u3001\u8fc5\u901f\u8865\u4e0a\u8fd9\u4e2a\u4f53\u9a8c\u7f3a\u53e3\u4e4b\u524d\uff0c\u627e\u5230\u81ea\u5df1\u4e0d\u53ef\u66ff\u4ee3\u7684\u72ec\u7279\u4ef7\u503c\u3002\u5426\u5219\uff0c\u201c\u514d\u8d39\u201d\u7ec8\u5c06\u6210\u4e3a\u5176\u65e0\u6cd5\u627f\u8f7d\u4e4b\u91cd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Lyra Music<\/span>\n <\/div>\n<div class=\"comment-content\">Lyra is a music app built for simplicity and freedom. Import playlists from Spotify and YouTube, listen without ads or interruptions, and enjoy the music you love. The app is completely free, the only optional upgrade is higher audio quality. No locked features, no tricks, just music. Built by a small team focused on transparency, Lyra lets you enjoy your playlists your way.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">My friends and I built Lyra, a music app designed around a simple idea: listening to music shouldn\u2019t require a subscription.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone compares Lyra to Spotify\/YouTube Music on one side and free YouTube-based music players on the other, what are the 2\u20133 differences that actually matter in daily use\u2014and what\u2019s the clearest reason a user would switch and stick?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> <br \/>On top of that, we really care about our community. Many features, like playlist importing were suggested and refined thanks to feedback from our Reddit and Discord channels.<br \/>Last but not least, we\u2019re a small, apolitical team focused on keeping music separate from the controversial decisions made by big corporations these days.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Download button is not working on the website, also for music industry, cashflow is a necessity to pay for licencing fees.<br \/>first question: How do you plan to monetize your app? <br \/>Everyone’s using spotify and they do not seem to be bothered by subs.<\/p>\n<p>second question: Why would they stop using spotify and use your app instead? <\/p>\n<p>My recommendation: Iterate the product till the point where Lyra offers a useful(for its target audience) feature that spotify does not. <\/p>\n<p>For now, Lyra seems to be free spotify and subscription is not a problem of spotify users.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really liking Lyra so far, feels super clean, no ads and the sound quality is solid. The playlist import thing is a lifesaver too, saves me from rebuilding everything from YT. One thing I\u2019m curious about though: since everything is free and there are no ads, how does Lyra plan to sustain itself long\u2011term? Would love to understand the revenue model or future roadmap. <\/p>\n<\/p>\n<p>Overall, great launch.. excited to see how this evolves!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats for the launch! <\/p>\n<p>Quick question: How does Lyra handle artist and author rights to ensure fair compensation and proper licensing while keeping it free for listeners? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ddu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ddu<\/a> <br \/>Hi! <br \/>Thank you!<\/p>\n<p>The app is based on <strong>YouTube<\/strong>, so every stream is a standard YouTube playback. This means:<\/p>\n<ul>\n<li>\n<p>Each listen counts as a view on YouTube<\/p>\n<\/li>\n<li>\n<p>YouTube is responsible for licensing, copyright management, and royalty distribution<\/p>\n<\/li>\n<li>\n<p>Artists and rights holders are compensated through YouTube\u2019s existing systems<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/U62CCN2HFODKDY\" class=\"app-title\">Redlight Greenlight for Claude Code<\/a><\/p>\n<div class=\"one-liner\">Accept or reject Claude Code permission from anywhere on Mac<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">109<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u8fd9\u662f\u4e00\u6b3emacOS\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u60ac\u6d6e\u7a97\u76f4\u63a5\u663e\u793aClaude Code\u7684\u6743\u9650\u8bf7\u6c42\uff0c\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u5207\u6362\u7ec8\u7aef\u7a97\u53e3\u7684\u573a\u666f\u4e0b\u5feb\u901f\u5ba1\u6279\u6216\u62d2\u7edd\u547d\u4ee4\uff0c\u89e3\u51b3\u4e86AI\u7f16\u7a0b\u52a9\u624b\u5de5\u4f5c\u6d41\u88ab\u9891\u7e41\u6253\u65ad\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd025b26-9530-4846-8e53-9994b2a9110e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3be2857f-7ef4-493d-a914-b2355ef0c97a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/81e8ea89-78e6-4fa4-b23d-6d3200fe428a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/MzWnafB2t8M\"><source src=\"https:\/\/youtu.be\/MzWnafB2t8M\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u6743\u9650\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u60ac\u6d6e\u7a97<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u5feb\u6377\u952e<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u5207\u6362<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u6d88\u9664\u5fae\u5c0f\u6469\u64e6\u3001\u4fdd\u62a4\u4e13\u6ce8\u529b\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u6709\u6548\u8bc4\u8bba\u6307\u51fa\u8fd9\u662f\u201c\u5de8\u5927\u7684\u7d2f\u79ef\u6210\u672c\u8282\u7701\u201d\uff0c\u5e76\u8d5e\u626c\u952e\u76d8\u5feb\u6377\u952e\u548c\u961f\u5217\u5904\u7406\u8bbe\u8ba1\u3002\u540c\u65f6\u6709\u8bc4\u8bba\u6df1\u5165\u63a2\u8ba8\u4e86\u6743\u9650\u51b3\u7b56\u6240\u9700\u7684\u5b89\u5168\u4e0a\u4e0b\u6587\uff08\u5982\u547d\u4ee4\u3001\u8def\u5f84\u3001\u98ce\u9669\u63d0\u793a\uff09\uff0c\u5bf9\u4ea7\u54c1\u4fe1\u606f\u5c55\u793a\u7684\u5b8c\u5907\u6027\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Redlight Greenlight \u8868\u9762\u4e0a\u89e3\u51b3\u7684\u662f\u201c\u51cf\u5c11\u4e00\u6b21\u70b9\u51fb\u201d\u7684\u5fae\u5c0f\u4ea4\u4e92\u95ee\u9898\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5bf9\u201c\u4eba\u673a\u534f\u4f5c\u6d41\u201d\u4e2d\u9690\u6027\u6210\u672c\u7684\u624b\u672f\u5200\u5f0f\u5207\u5272\u3002\u5728AI\u7f16\u7801\u4ee3\u7406\u65e5\u76ca\u666e\u53ca\u7684\u5f53\u4e0b\uff0c\u5176\u6838\u5fc3\u77db\u76fe\u5e76\u975e\u80fd\u529b\u4e0d\u8db3\uff0c\u800c\u662f\u4fe1\u4efb\u6469\u64e6\u4e0e\u5de5\u4f5c\u6d41\u65ad\u88c2\u3002\u4ea7\u54c1\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u5ba1\u6279\u73af\u8282\u8fd9\u4e00\u5173\u952e\u963b\u585e\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u5e76\u975e\u7b80\u5355\u7684\u901a\u77e5\u589e\u5f3a\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u51b3\u7b56\u4e2d\u7ee7\u7ad9\u201d\u3002\u5176\u4ef7\u503c\u5c42\u7ea7\u662f\u9012\u8fdb\u7684\uff1a\u7b2c\u4e00\u5c42\u662f\u663e\u6027\u7684\u6548\u7387\u63d0\u5347\uff0c\u901a\u8fc7\u5168\u5c40\u60ac\u6d6e\u548c\u952e\u76d8\u5feb\u6377\u952e\uff0c\u5c06\u539f\u672c\u9700\u8981\u5bfb\u627e\u7a97\u53e3\u3001\u5207\u6362\u4e0a\u4e0b\u6587\u3001\u70b9\u51fb\u786e\u8ba4\u7684\u591a\u6b65\u64cd\u4f5c\u538b\u7f29\u4e3a\u4e00\u6b21\u6761\u4ef6\u53cd\u5c04\u5f0f\u7684\u6309\u952e\uff1b\u7b2c\u4e8c\u5c42\u662f\u6d41\u7a0b\u53ef\u89c6\u5316\uff0c\u5c06\u539f\u672c\u53ef\u80fd\u88ab\u9057\u5fd8\u5728\u540e\u53f0\u7684\u7b49\u5f85\u8bf7\u6c42\u961f\u5217\u5316\uff0c\u907f\u514d\u4e86\u56e0\u758f\u5ffd\u5bfc\u81f4\u7684\u6d41\u7a0b\u505c\u6ede\uff1b\u7b2c\u4e09\u5c42\uff0c\u4e5f\u662f\u6700\u5177\u8fdc\u89c1\u7684\u4e00\u5c42\uff0c\u662f\u5b83\u4e3a\u672a\u6765\u66f4\u590d\u6742\u7684\u201cAI\u64cd\u4f5c\u5ba1\u8ba1\u201d\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u5f53\u524d\u7248\u672c\u5c55\u793a\u547d\u4ee4\u548c\u8def\u5f84\uff0c\u53ea\u662f\u5b89\u5168\u51b3\u7b56\u7684\u6700\u57fa\u7840\u4fe1\u606f\u3002\u6b63\u5982\u4e00\u4f4d\u8bc4\u8bba\u8005\u5c16\u9510\u6307\u51fa\u7684\uff0c\u5b89\u5168\u7684\u5feb\u901f\u51b3\u7b56\u9700\u8981\u66f4\u4e30\u5bcc\u7684\u4e0a\u4e0b\u6587\uff08\u5982\u5dee\u5f02\u6bd4\u5bf9\u3001\u98ce\u9669\u63d0\u793a\uff09\u3002\u8fd9\u66b4\u9732\u51fa\u4ea7\u54c1\u5f53\u524d\u7684\u5c40\u9650\uff0c\u4e5f\u6307\u660e\u4e86\u5176\u8fdb\u5316\u65b9\u5411\u2014\u2014\u4ece\u201c\u5ba1\u6279\u5de5\u5177\u201d\u8fc8\u5411\u201c\u5b89\u5168\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u62a4\u57ce\u6cb3\u503c\u5f97\u6df1\u601d\u3002\u5b83\u4e25\u91cd\u4f9d\u8d56Claude Code\u8fd9\u4e00\u5355\u4e00\u751f\u6001\uff0c\u529f\u80fd\u867d\u4e13\u7cbe\u4f46\u573a\u666f\u8106\u5f31\u3002\u5176\u6280\u672f\u5b9e\u73b0\u95e8\u69db\u53ef\u80fd\u4e0d\u9ad8\uff0c\u6613\u88ab\u540c\u7c7b\u4ea7\u54c1\u6a21\u4eff\u751a\u81f3\u88ab\u4e0a\u6e38\u5e73\u53f0\u539f\u751f\u96c6\u6210\u3002\u5b83\u7684\u957f\u671f\u751f\u5b58\u4e4b\u9053\uff0c\u6216\u8bb8\u5728\u4e8e\u6df1\u8015\u201cAI\u64cd\u4f5c\u5b89\u5168\u201d\u8fd9\u4e00\u5782\u76f4\u9886\u57df\uff0c\u6269\u5c55\u652f\u6301\u66f4\u591aAI\u667a\u80fd\u4f53\uff0c\u5e76\u6784\u5efa\u66f4\u5f3a\u5927\u7684\u4e0a\u4e0b\u6587\u5206\u6790\u4e0e\u98ce\u9669\u9884\u8b66\u80fd\u529b\uff0c\u4ece\u201c\u4fbf\u5229\u5de5\u5177\u201d\u8f6c\u578b\u4e3a\u201c\u5fc5\u5907\u62a4\u680f\u201d\u3002\u5728\u5f53\u524d\u9636\u6bb5\uff0c\u5b83\u662f\u4e00\u4e2a\u6781\u5176\u7cbe\u51c6\u3001\u5b8c\u6210\u5ea6\u9ad8\u7684\u75db\u70b9\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u80fd\u5426\u4ece\u4e00\u4e2a\u4f18\u79c0\u7684\u529f\u80fd\u70b9\u6210\u957f\u4e3a\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u4ea7\u54c1\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5c06\u89e3\u51b3\u5355\u4e00\u6469\u64e6\u70b9\u7684\u6d1e\u5bdf\uff0c\u6269\u5c55\u4e3a\u5bf9AI\u65f6\u4ee3\u4eba\u673a\u534f\u4f5c\u65b0\u8303\u5f0f\u7684\u7cfb\u7edf\u6027\u7406\u89e3\u4e0e\u6784\u5efa\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Redlight Greenlight for Claude Code<\/span>\n <\/div>\n<div class=\"comment-content\">A native macOS menu bar app that displays Claude Code permission requests in a floating overlay. Respond without switching to the terminal.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I built Redlight Greenlight because I was tired of constantly switching to my terminal every time Claude Code needed permission to run a command. Sometimes it also keeps awaiting for permission cause you forget about it, and it slows you down.<\/p>\n<p> Now I can:<br \/>\n \u2726 Accept or reject with keyboard shortcuts (Opt+Return \/ Opt+Esc), (Opt+D to Dismiss)<br \/>\n \u2726 See exactly what command Claude Code wants to run, and in which directory<br \/>\n \u2726 Handle multiple queued requests<br \/>\n \u2726 Keep the overlay anywhere on my screen<\/p>\n<p> It’s a simple tool that saves me dozens of context switches every day.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yogesharc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yogesharc<\/a> This is a great quality-of-life improvement. Tiny friction, huge cumulative cost.<\/p>\n<p>Removing terminal context switches and making approvals visible is exactly the kind of thing power users feel immediately. Keyboard shortcuts and queued requests are especially nice touches.<\/p>\n<p>I have seen the same pattern while building Curatora. Tools that quietly protect focus end up being the most valuable over time. Simple, sharp, and very practical.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When a permission request pops up, what context do you think a developer needs to make a safe decision in under a second (command, cwd, diff, risk cues, history)? How did you decide what to show (and what not to) in the overlay?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/M577TL7M3HUGLW\" class=\"app-title\">One Dot<\/a><\/p>\n<div class=\"one-liner\">Visualize your life in dots with a daily-updating wallpaper<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">106<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7iOS\u5feb\u6377\u6307\u4ee4\u81ea\u52a8\u751f\u6210\u5e76\u6bcf\u65e5\u66f4\u65b0\u58c1\u7eb8\u7684App\uff0c\u5c06\u6d41\u901d\u7684\u65f6\u95f4\u8f6c\u5316\u4e3a\u89c6\u89c9\u5706\u70b9\uff0c\u5728\u65e0\u9700\u901a\u77e5\u6253\u6270\u7684\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u79cd\u9759\u9ed8\u7684\u65f6\u95f4\u611f\u77e5\u4e0e\u751f\u547d\u53cd\u601d\u5de5\u5177\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9c611870-0b56-4c7a-8ee3-c4d5fff9673b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03ab9a83-80e3-46ee-822d-f13930b7863e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e71da08c-5a68-4f5e-83ca-40390d26a670.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f547576f-e929-4f0c-b922-30db0afe0dc7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Calendar<\/span><br \/>\n <span class=\"tag\">Wallpaper<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65f6\u95f4\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">iOS\u5feb\u6377\u6307\u4ee4<\/span><br \/>\n <span class=\"tag\">\u52a8\u6001\u58c1\u7eb8<\/span><br \/>\n <span class=\"tag\">Memento Mori<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6bcf\u65e5\u66f4\u65b0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5c06\u65f6\u95f4\u201c\u53ef\u89c6\u5316\u201d\u7684\u6838\u5fc3\u6982\u5ff5\uff0c\u8ba4\u4e3a\u5176\u8bbe\u8ba1\u6df1\u601d\u719f\u8651\u3002\u4e3b\u8981\u8ba8\u8bba\u96c6\u4e2d\u4e8e\u4f7f\u7528\u573a\u666f\u662f\u504f\u5411\u751f\u4ea7\u529b\u63d0\u9192\u8fd8\u662f\u751f\u547d\u53cd\u601d\uff08Memento Mori\uff09\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u5e76\u63d0\u53ca\u6709\u9ad8\u7ea7\u7248\u4fc3\u9500\u7801\u3002\u6709\u4e00\u6761\u8bc4\u8bba\u63d0\u53ca\u9690\u79c1\u62c5\u5fe7\uff0c\u4f46\u672a\u5177\u4f53\u8bf4\u660e\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n One Dot \u7684\u4ea7\u54c1\u903b\u8f91\u5de7\u5999\u5730\u6e38\u8d70\u5728\u201c\u6548\u7387\u7126\u8651\u201d\u4e0e\u201c\u5b58\u5728\u4e3b\u4e49\u5b89\u6170\u201d\u7684\u4ea4\u53c9\u5730\u5e26\u3002\u5b83\u6ca1\u6709\u9009\u62e9\u4e3b\u6d41\u65f6\u95f4\u7ba1\u7406\u8f6f\u4ef6\u7684\u901a\u77e5\u8f70\u70b8\u6216\u6570\u636e\u8ffd\u8e2a\u8def\u5f84\uff0c\u800c\u662f\u9000\u56de\u5230\u624b\u673a\u7cfb\u7edf\u6700\u5e95\u5c42\u3001\u6700\u9759\u6001\u7684\u89c6\u89c9\u5c42\u2014\u2014\u58c1\u7eb8\uff0c\u901a\u8fc7\u6bcf\u65e5\u4e00\u4e2a\u5706\u70b9\u7684\u6781\u7b80\u589e\u91cf\uff0c\u8fdb\u884c\u4e00\u79cd\u8fd1\u4e4e\u7985\u610f\u7684\u65f6\u95f4\u6697\u793a\u3002\u8fd9\u4f7f\u5176\u907f\u5f00\u4e86\u4e0e\u4e13\u6ce8\u7c7b\u5e94\u7528\u7684\u76f4\u63a5\u7ade\u4e89\uff0c\u8f6c\u800c\u6355\u83b7\u4e86\u90a3\u4e9b\u5bf9\u88ab\u52a8\u901a\u77e5\u611f\u5230\u75b2\u60eb\u3001\u53c8\u6e34\u671b\u5bf9\u65f6\u95f4\u6d41\u901d\u4fdd\u6709\u6301\u7eed\u89c9\u77e5\u7684\u9ad8\u654f\u611f\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u58c1\u5792\u4e0e\u98ce\u9669\u5747\u7cfb\u4e8eiOS\u5feb\u6377\u6307\u4ee4\u3002\u8fd9\u4f7f\u5176\u5f00\u53d1\u8f7b\u91cf\u3001\u65e0\u9700\u590d\u6742\u540e\u53f0\uff0c\u5b9e\u73b0\u4e86\u5ba3\u79f0\u7684\u201c\u81ea\u52a8\u66f4\u65b0\u201d\uff0c\u4f46\u4f53\u9a8c\u7684\u6d41\u7545\u5ea6\u548c\u7a33\u5b9a\u6027\u9ad8\u5ea6\u4f9d\u8d56\u82f9\u679c\u751f\u6001\u7684\u63a5\u53e3\u4e0e\u7528\u6237\u81ea\u8eab\u7684\u52a8\u624b\u80fd\u529b\uff0c\u8fd9\u65e0\u5f62\u4e2d\u8bbe\u7acb\u4e86\u4f7f\u7528\u95e8\u69db\u3002\u6240\u8c13\u7684\u201c\u9690\u79c1\u62c5\u5fe7\u201d\u8bc4\u8bba\u867d\u672a\u5c55\u5f00\uff0c\u5374\u7cbe\u51c6\u5730\u70b9\u51fa\u4e86\u6f5c\u5728\u7528\u6237\u7684\u5fc3\u7ed3\uff1a\u4e00\u6b3e\u9700\u8981\u64cd\u4f5c\u58c1\u7eb8\u7684\u5feb\u6377\u6307\u4ee4\uff0c\u5176\u6743\u9650\u8fb9\u754c\u7a76\u7adf\u5982\u4f55\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u4e0e\u7528\u6237\u7684\u4e92\u52a8\u53ef\u4ee5\u770b\u51fa\uff0c\u4ea7\u54c1\u7684\u6838\u5fc3\u5438\u5f15\u529b\u5e76\u975e\u5176\u6280\u672f\u591a\u4e48\u590d\u6742\uff0c\u800c\u662f\u5176\u5f15\u53d1\u7684\u201c\u5982\u4f55\u4f7f\u7528\u201d\u7684\u54f2\u5b66\u63a2\u8ba8\u2014\u2014\u662f\u97ad\u7b56\u6548\u7387\u7684\u8ba1\u6570\u5668\uff0c\u8fd8\u662f\u51dd\u89c6\u751f\u547d\u6709\u9650\u7684\u6c99\u6f0f\uff1f\u8fd9\u79cd\u5f00\u653e\u6027\u89e3\u8bfb\u6070\u6070\u662f\u5b83\u7684\u9b45\u529b\u6240\u5728\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5f3a\u70c8\u7684\u7406\u5ff5\u5bfc\u5411\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u589e\u957f\u7684\u5929\u82b1\u677f\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u9488\u5bf9\u7279\u5b9a\u5fc3\u667a\u7fa4\u4f53\u7684\u201c\u6570\u5b57\u62a4\u8eab\u7b26\u201d\uff0c\u800c\u975e\u666e\u9002\u6027\u5de5\u5177\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u7ef4\u6301\u6781\u7b80\u4e0e\u81ea\u52a8\u5316\u7684\u6838\u5fc3\u4f53\u9a8c\u4e4b\u5916\uff0c\u6784\u5efa\u66f4\u4e30\u5bcc\u7684\u89c6\u89c9\u81ea\u5b9a\u4e49\u6216\u6570\u636e\u7ef4\u5ea6\uff08\u5982\u5b63\u5ea6\u89c6\u56fe\uff09\uff0c\u4ee5\u6ee1\u8db3\u65e9\u671f\u91c7\u7eb3\u8005\u4e4b\u540e\u66f4\u5e7f\u6cdb\u7528\u6237\u7684\u4e2a\u6027\u5316\u8868\u8fbe\u9700\u6c42\uff0c\u800c\u4e0d\u81f3\u4e8e\u8ba9\u201c\u6bcf\u65e5\u4e00\u70b9\u201d\u7684\u65b0\u9c9c\u611f\u8fc5\u901f\u892a\u8272\u4e3a\u80cc\u666f\u566a\u97f3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">One Dot<\/span>\n <\/div>\n<div class=\"comment-content\">Transform time into visual art. Generate custom high-resolution wallpapers for memento mori and productivity tracking. One dot per day, visualized beautifully. One Dot turns your wallpaper into a daily-updating view of time. Instead of a static background, it shows days, weeks, months, or quarters as they pass. Built for iOS using Shortcuts, it updates automatically once per day. A simple way to keep time visible without notifications or tracking.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m the maker of One Dot.<\/p>\n<p>I built this after trying several wallpaper shortcuts and realizing they didn\u2019t support what I needed — like proper widget spacing, quarterly views, or flexible time visualization. So I made my own, keeping it minimal and automatic.<\/p>\n<p>One Dot uses iOS Shortcuts to update your wallpaper once per day, turning it into a simple, daily view of time passing.<\/p>\n<p>I\u2019d love feedback, especially from people who use Shortcuts, minimalist design, or reflective tools. I also have a few promo codes for the premium version if anyone wants to try it.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this idea \u2014 turning time into something <em>visible<\/em> rather than something that pings you is really thoughtful.<\/p>\n<p>Curious how people tend to use it most: as a productivity reminder, or more as a reflective \/ memento mori tool?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@louis_chen5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@louis_chen5<\/a> Exactly! That\u2019s the core idea — making time visible. \ud83d\ude42<\/p>\n<p>I guess, people use it in a mix of ways. I’m using it mostly on the reflective side, like a \u201cmemento mori\u201d — noticing how fast life moves and appreciating each day, and how much I have to get done. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, what an amazing, idea love it, congrats man \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aspiiire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aspiiire<\/a> Thank you! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the idea! There are some privacy concerns though <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eren_kiratli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eren_kiratli<\/a> Thank you! Could you elaborate?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Daniel, that frustration with existing shortcuts not supporting what you actually needed is relatable. Was there a specific wallpaper setup you tried that almost worked but missed something small enough to bug you every day?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Hey! Just needed something more than a regular wallpaper. \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WL7FP3RJCZ34LN\" class=\"app-title\">TabDog<\/a><\/p>\n<div class=\"one-liner\">macOS menu bar app for managing browser tabs and apps<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">99<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5f00\u6e90\u7684macOS\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u6781\u7b80\u5feb\u6377\u952e\u5e2e\u52a9\u7528\u6237\u5728\u6d77\u91cf\u5df2\u6253\u5f00\u7684\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\u548c\u5e94\u7528\u4e2d\u5feb\u901f\u641c\u7d22\u3001\u5207\u6362\u6216\u5173\u95ed\uff0c\u89e3\u51b3\u591a\u4efb\u52a1\u5904\u7406\u65f6\u7a97\u53e3\u6742\u4e71\u3001\u67e5\u627e\u6548\u7387\u4f4e\u4e0b\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e4b5904e-4ab7-400b-9c35-82b980aef002.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/93fe9d30-b042-47f5-a05a-cbd56246b797.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc31026d-ca3c-4f64-b12a-36541ecf0485.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u9875\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7a97\u53e3\u5207\u6362<\/span><br \/>\n <span class=\"tag\">\u5feb\u6377\u952e\u64cd\u4f5c<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4e3a\u89e3\u51b3\u81ea\u8eab\u6807\u7b7e\u9875\u6df7\u4e71\u95ee\u9898\u800c\u521b\u5efa\uff0c\u5f00\u6e90\u514d\u8d39\u3002\u7528\u6237\u53cd\u9988\u201c\u6700\u8fd1\u5173\u95ed\u6807\u7b7e\u9875\u201d\u4e0e\u4e00\u952e\u91cd\u5f00\u529f\u80fd\u8282\u7701\u4e86\u5927\u91cf\u65f6\u95f4\uff0c\u83b7\u5f97\u79ef\u6781\u8ba4\u53ef\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n TabDog\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u666e\u904d\u5b58\u5728\u7684\u6548\u7387\u75db\u70b9\uff1a\u6570\u5b57\u5de5\u4f5c\u73af\u5883\u4e0b\u7684\u201c\u6807\u7b7e\u9875\u7126\u8651\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9\u539f\u751f\u4ea4\u4e92\u903b\u8f91\u7684\u201c\u8f7b\u91cf\u4fee\u8865\u201d\u3002macOS\u4e0e\u6d4f\u89c8\u5668\u7684\u539f\u751f\u6807\u7b7e\u9875\u7ba1\u7406\u5728\u6570\u91cf\u6fc0\u589e\u540e\u4fbf\u663e\u4e4f\u529b\uff0cTabDog\u901a\u8fc7\u5168\u5c40\u641c\u7d22\u548c\u5feb\u6377\u952e\u8fd9\u4e00\u5bf9\u770b\u4f3c\u7b80\u5355\u7684\u7ec4\u5408\u62f3\uff0c\u5c06\u6563\u4e71\u7684\u65e0\u5e8f\u7a97\u53e3\u8f6c\u5316\u4e3a\u53ef\u5373\u65f6\u8c03\u7528\u7684\u6709\u5e8f\u5217\u8868\uff0c\u672c\u8d28\u4e0a\u662f\u4e3a\u6df7\u4e71\u7684\u4fe1\u606f\u6d41\u63d0\u4f9b\u4e86\u201c\u901f\u67e5\u7d22\u5f15\u201d\u529f\u80fd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u4f5c\u4e3a\u83dc\u5355\u680f\u5e94\u7528\uff0c\u5b83\u626e\u6f14\u7684\u662f\u201c\u6307\u6325\u4e2d\u5fc3\u201d\u89d2\u8272\uff0c\u5176\u6548\u80fd\u4e25\u91cd\u4f9d\u8d56\u7528\u6237\u5bf9\u5feb\u6377\u952e\u7684\u8bb0\u5fc6\u4e0e\u808c\u8089\u5f62\u6210\uff0c\u8fd9\u4e3a\u5927\u4f17\u7528\u6237\u8bbe\u7f6e\u4e86\u95e8\u69db\u3002\u5176\u201c\u5f00\u6e90\u514d\u8d39\u201d\u7684\u6a21\u5f0f\uff0c\u4e00\u65b9\u9762\u5438\u5f15\u4e86\u65e9\u671f\u6280\u672f\u5c1d\u9c9c\u8005\u5e76\u5efa\u7acb\u4e86\u53e3\u7891\uff08\u5982\u8bc4\u8bba\u4e2d\u5bf9\u201c\u91cd\u5f00\u6807\u7b7e\u9875\u201d\u529f\u80fd\u7684\u8d5e\u8d4f\uff09\uff0c\u4f46\u53e6\u4e00\u65b9\u9762\u4e5f\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u72ec\u7acb\u5de5\u5177\u7684\u6f5c\u5728\u5c40\u9650\u2014\u2014\u5b83\u66f4\u50cf\u662f\u5f00\u53d1\u8005\u4e2a\u4eba\u5de5\u4f5c\u6d41\u7684\u526f\u4ea7\u54c1\uff0c\u5728\u529f\u80fd\u6df1\u5ea6\u3001\u751f\u6001\u96c6\u6210\uff08\u5982\u4ec5\u9650macOS\uff09\u548c\u53ef\u6301\u7eed\u8fed\u4ee3\u4e0a\u5b58\u5728\u7591\u95ee\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728Alfred\u3001Raycast\u7b49\u8d85\u7ea7\u6548\u7387\u5de5\u5177\u5df2\u96c6\u6210\u7c7b\u4f3c\u529f\u80fd\u7684\u5f53\u4e0b\uff0cTabDog\u7684\u751f\u5b58\u7a7a\u95f4\u5728\u4e8e\u5176\u6781\u81f4\u7684\u8f7b\u91cf\u4e0e\u4e13\u6ce8\u3002\u4f46\u5982\u679c\u5b83\u4e0d\u80fd\u4ece\u201c\u5feb\u6377\u952e\u8c03\u7528\u5217\u8868\u201d\u8fdb\u9636\u4e3a\u5177\u5907\u667a\u80fd\u6392\u5e8f\u3001\u8de8\u8bbe\u5907\u540c\u6b65\u6216\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u7b49\u66f4\u6df1\u5c42\u7ba1\u7406\u80fd\u529b\u7684\u5de5\u5177\uff0c\u5176\u957f\u671f\u5438\u5f15\u529b\u53ef\u80fd\u4ec5\u9650\u4e8e\u9752\u7750\u6781\u7b80\u4e3b\u4e49\u7684\u90e8\u5206\u6548\u7387\u7231\u597d\u8005\u3002\u5b83\u662f\u4e00\u5242\u7acb\u7aff\u89c1\u5f71\u7684\u6b62\u75db\u836f\uff0c\u4f46\u5c1a\u672a\u5c55\u73b0\u51fa\u6839\u6cbb\u201c\u6570\u5b57\u6df7\u4e71\u201d\u7684\u6f5c\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">TabDog<\/span>\n <\/div>\n<div class=\"comment-content\">TabDog is an open source macOS menu bar app that helps you to use super simple shortcuts to search through all of your open tabs and apps, switch between them instantly or close them.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone!<\/p>\n<p>I have a bad habit that I always end up with dozens of browser tabs and apps open at the same time. It gets so messy that finding one specific website becomes a nightmare. So I developed a tool for myself and after using it for a while, I found it is much more better than I expected, so I decided to package it and release it as open source, completely free!<\/p>\n<p>I’d love to hear your feedback and looking forward to improve our app together!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seeing recently closed tabs and being able to reopen them instantly That alone has already saved me a bunch of time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ariel_benson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ariel_benson<\/a> Thanks a lot Ariel! Appreciate for your feedback\ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DCETGUWZI5JFZE\" class=\"app-title\">BlocPad – Project & Team Workspace<\/a><\/p>\n<div class=\"one-liner\">Kanban and wiki that update instantly for your projects<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">97<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u675c\u7edd\u201c\u9879\u76ee\u4e2d\u9014\u4ed8\u8d39\u5899\u201d\u7684\u73b0\u4ee3\u9879\u76ee\u7ba1\u7406\u5e94\u7528\uff0c\u901a\u8fc7\u770b\u677f\u3001\u4efb\u52a1\u8be6\u60c5\u548c\u5185\u7f6eWiki\u7684\u5b9e\u65f6\u6574\u5408\uff0c\u4e3a\u771f\u5b9e\u56e2\u961f\u63d0\u4f9b\u65e0\u9501\u5b9a\u98ce\u9669\u7684\u4e00\u7ad9\u5f0f\u534f\u4f5c\u7a7a\u95f4\uff0c\u89e3\u51b3\u4e86\u56e2\u961f\u5728\u9879\u76ee\u5173\u952e\u9636\u6bb5\u88ab\u5de5\u5177\u631f\u6301\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bfd97307-0ffc-4b73-8c51-ce566069c241.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/240a2d74-9b6a-441e-beea-94f91de3a133.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/05553ea0-48dc-4282-974a-9be5ce7a98fd.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3f9d2fd3-7e4a-481a-a051-f9af8a2962f2.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e11a343f-1a86-4a23-be2d-4b3a86a1126a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u770b\u677f<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u66f4\u65b0<\/span><br \/>\n <span class=\"tag\">\u5185\u7f6eWiki<\/span><br \/>\n <span class=\"tag\">\u65e0\u9501\u5b9a<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u5899\u75db\u70b9<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u201c\u65e0\u4e2d\u9014\u4ed8\u8d39\u5899\u201d\u7406\u5ff5\uff0c\u8ba4\u4e3a\u5176\u5c0a\u91cd\u7528\u6237\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8e\uff1a\u4e0eNotion\u3001Jira\u7b49\u5de8\u5934\u7684\u5dee\u5f02\u5316\u529f\u80fd\uff1b\u6570\u636e\u53ef\u79fb\u690d\u6027\u8be6\u60c5\uff1b\u5b9a\u4ef7\u7ed3\u6784\u9700\u66f4\u6e05\u6670\u3002\u5efa\u8bae\u5305\u62ec\uff1a\u6539\u8fdb\u4ea7\u54c1\u5b9a\u4f4d\u3001\u672a\u6765\u96c6\u6210\u5176\u4ed6\u751f\u4ea7\u529b\u5e94\u7528\u4ee5\u6210\u4e3a\u4e2d\u5fc3\u67a2\u7ebd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n BlocPad\u7684\u5165\u573a\uff0c\u4e0e\u5176\u8bf4\u662f\u5728\u529f\u80fd\u7ea2\u6d77\u4e2d\u521b\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u5728\u5546\u4e1a\u4f26\u7406\u5c42\u9762\u53d1\u8d77\u4e86\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u75db\u70b9\u72d9\u51fb\u201d\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86SaaS\u884c\u4e1a\u4e00\u4e2a\u666e\u904d\u4f46\u9690\u6666\u7684\u201c\u4eba\u8d28\u6a21\u5f0f\u201d\uff1a\u7528\u6237\u6295\u5165\u5927\u91cf\u6c89\u6ca1\u6210\u672c\uff08\u65f6\u95f4\u3001\u6570\u636e\u3001\u5de5\u4f5c\u6d41\uff09\u540e\uff0c\u5728\u9879\u76ee\u547d\u8109\u65f6\u523b\u88ab\u4ed8\u8d39\u5899\u9501\u5589\u3002BlocPad\u5c06\u201c\u65e0\u4e2d\u9014\u4ed8\u8d39\u5899\u201d\u548c\u201c\u65e0\u9501\u5b9a\u201d\u4f5c\u4e3a\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u9500\u552e\u4e00\u79cd\u201c\u5b89\u5168\u611f\u201d\u548c\u201c\u9053\u5fb7\u627f\u8bfa\u201d\uff0c\u76f4\u51fb\u4e2d\u5c0f\u56e2\u961f\u53ca\u521d\u521b\u516c\u53f8\u5bf9\u6210\u672c\u5931\u63a7\u548c\u4f9b\u5e94\u5546\u9501\u5b9a\u7684\u6df1\u5c42\u6050\u60e7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6f5c\u529b\u5e76\u5b58\u4e8e\u521b\u59cb\u4eba\u7684\u56de\u590d\u4e2d\u3002\u4ea7\u54c1\u76ee\u524dMVP\u9636\u6bb5\u7684\u529f\u80fd\u7ec4\u5408\uff08\u770b\u677f+Wiki\uff09\u5e76\u65e0\u98a0\u8986\u6027\uff0c\u5176\u62a4\u57ce\u6cb3\u4ec5\u5efa\u7acb\u5728\u5546\u4e1a\u6a21\u5f0f\u7684\u201c\u5584\u610f\u201d\u4e0a\uff0c\u8fd9\u6781\u6613\u88ab\u590d\u5236\u3002\u4f46\u521b\u59cb\u4eba\u900f\u9732\u7684\u8def\u7ebf\u56fe\u2014\u2014\u5c24\u5176\u662fAI Agent\uff08\u9879\u76eeAI\u7ecf\u7406\uff09\u4e0e\u5f00\u53d1\u8005CLI\u6df1\u5ea6\u96c6\u6210\u2014\u2014\u63ed\u793a\u4e86\u5176\u6df1\u5c42\u6218\u7565\uff1a\u5e76\u975e\u518d\u9020\u4e00\u4e2aNotion\u6216Jira\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3aAI\u539f\u751f\u5de5\u4f5c\u6d41\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u201d\u3002\u901a\u8fc7AI\u5c06\u60f3\u6cd5\u76f4\u63a5\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u4efb\u52a1\u548c\u77e5\u8bc6\u5e93\uff0c\u5e76\u901a\u8fc7CLI\u5d4c\u5165\u5f00\u53d1\u8005\u73b0\u6709\u73af\u5883\uff0c\u5b83\u7784\u51c6\u7684\u662f\u201c\u964d\u4f4e\u5de5\u5177\u672c\u8eab\u5e26\u6765\u7684\u8ba4\u77e5\u8d1f\u8377\u4e0e\u7ba1\u7406\u5f00\u9500\u201d\uff0c\u5373\u4ece\u201c\u7ba1\u7406\u9879\u76ee\u201d\u8f6c\u5411\u201c\u8ba9\u5de5\u5177\u7ba1\u7406\u5de5\u5177\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u98ce\u9669\u5728\u4e8e\uff0c\u8fd9\u4e2aAI\u613f\u666f\u5b8f\u5927\u4e14\u6267\u884c\u96be\u5ea6\u6781\u9ad8\uff0c\u9700\u8981\u6781\u5f3a\u7684\u6280\u672f\u80fd\u529b\u4e0e\u4ea7\u54c1\u5316\u5b9a\u529b\u3002\u5728\u5f53\u524d\u9636\u6bb5\uff0cBlocPad\u66f4\u50cf\u4e00\u4e2a\u503c\u5f97\u5c0a\u656c\u7684\u201c\u7406\u5ff5\u5ba3\u8a00\u201d\uff0c\u5b83\u7528\u9053\u5fb7\u4f18\u52bf\u83b7\u53d6\u65e9\u671f\u7528\u6237\u4e0e\u597d\u611f\uff0c\u4f46\u6700\u7ec8\u5fc5\u987b\u7528\u8fdc\u8d85\u9884\u671f\u7684\u3001\u4e1d\u6ed1\u7684AI\u589e\u5f3a\u4f53\u9a8c\u6765\u5151\u73b0\u627f\u8bfa\uff0c\u624d\u80fd\u5c06\u7528\u6237\u4ece\u73b0\u6709\u751f\u6001\u4e2d\u771f\u6b63\u5265\u79bb\u3002\u5426\u5219\uff0c\u201c\u65e0\u9501\u5b9a\u201d\u7684\u627f\u8bfa\uff0c\u53cd\u800c\u53ef\u80fd\u8ba9\u7528\u6237\u5728\u8bd5\u7528\u540e\u65e0\u8d1f\u62c5\u5730\u79bb\u5f00\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">BlocPad – Project & Team Workspace<\/span>\n <\/div>\n<div class=\"comment-content\">BlocPad is a modern project management app built on one belief: your work shouldn\u2019t be used as leverage. Plan projects, manage tasks, and document decisions in one place\u2014kanban boards, task details with context, and a built-in wiki that lives with the work. No mid-project paywalls. No sudden lock-ins. Built for real teams doing real work.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey \ud83d\udc4b<\/p>\n<p>BlocPad started from a frustration I kept running into with project tools.<\/p>\n<p>You invest weeks setting up a project \u2014 tasks, docs, workflows \u2014 and right when the project becomes critical, a paywall shows up. At that point, you\u2019re not choosing a tool anymore\u2026 you\u2019re trapped by it.<\/p>\n<p>BlocPad is built around a simple belief:<br \/>\nyour work shouldn\u2019t be used as leverage.<\/p>\n<p>So we built a serious project management app \u2014 kanban boards, task details with context, and a project wiki that lives with the work \u2014 without mid-project paywalls.<\/p>\n<p>If you\u2019re managing real projects and want a tool that respects your time (and your work), I\u2019d love for you to try it and share feedback.<\/p>\n<p>Happy to answer questions, and very open to criticism \ud83d\ude4c<\/p>\n<p>\u2014 Mihir<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mihir_kanzariya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mihir_kanzariya<\/a> <\/p>\n<\/p>\n<p>hey there, <\/p>\n<p>I love the product that you’re building and its very hard to find a tool that helps you track task easily. But something that I saw on your landing page the product positioning could improved lot better.<br \/>I\u2019m running a free 2-week product marketing & positioning sprint for SaaS founders to fix exactly this. <\/p>\n<p>Would this be a bad time to look into how we can improve your product positioning for free in 2 weeks? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great concept! A project management tool that keeps work, decisions, and documentation together without surprise paywalls or lock-ins feels like what many teams actually need.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@leotrim_lota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leotrim_lota<\/a> Thank you <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice, could you please explain a bit more what sort of features as a user I can get that I won’t have on Atlassian, Notion or other work management tools?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@khashayar_mansourizadeh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@khashayar_mansourizadeh<\/a> Great question. Instead of competing feature-by-feature with Atlassian or Notion, we\u2019re focused on things they <em>don\u2019t<\/em>really solve yet.<\/p>\n<p>Over the next few weeks, we\u2019re launching three core features:<\/p>\n<\/p>\n<p><strong>1) BlocPad AI<\/strong> \u2014 a chat agent that helps you <em>create<\/em> work: turning ideas into requirements, requirements into tasks, and tasks into a living knowledge base \u2014 all in project context.<\/p>\n<\/p>\n<p><strong>2) BlocPad CLI (for devs)<\/strong> \u2014 developers already live in Cursor, Codex, Claude, Gemini CLI, etc. Our CLI lets them authenticate, pull assigned tasks + context automatically, and work without jumping between tools. Less context switching, faster execution.<\/p>\n<\/p>\n<p><strong>3) AI Product Manager<\/strong> \u2014 an AI agent that joins the project like a team member. It watches task and wiki changes, helps with clarity and structure, and supports managers without replacing human judgment.<\/p>\n<\/p>\n<p>It\u2019s still early, but the bet is simple: <strong>less tool overhead, more execution<\/strong>.<\/p>\n<\/p>\n<p> \u2014 what\u2019s the <em>one feature<\/em> that, if a tool did it really well, would make you stop using Notion \/ Jira altogether?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Such a different perspective on how project management software should be organized. I will try it. I\u2019ve seen that there is a freemium model but, I believe it will benefit more from a clearer pricing structure<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zahran_dabbagh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zahran_dabbagh<\/a> Thanks \u2014 really appreciate you giving it a try \ud83d\ude4c<\/p>\n<\/p>\n<p>That\u2019s fair feedback on pricing. Right now we\u2019re intentionally keeping the freemium model simple while we learn how teams actually use BlocPad, but a clearer, more structured pricing plan is coming soon \u2014 without mid-project paywalls or lock-in.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@mihir_kanzariya fair enough. I will absolutely go for a deeper try today<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@mihir_kanzariya last thing because I really loved the idea. I am not aware of all features included yet but if you enable one click connection of other productivity apps (Gmail, Canvas, Notes, etc) this would transform it into a centralized hub for all one person productivity actions. I understand this requires a gradual implementation and phasing but since it still is MVP, I believe this can be a future planned feature<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>“No mid-project paywalls” is such a refreshing approach! Too many tools start free then hit you with upgrade prompts right when you’re deep into work. How does BlocPad’s export\/data portability work? Love the idea of not being locked in.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nora_studiohedera\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nora_studiohedera<\/a> Thanks \u2014 that lock-in frustration is exactly what we wanted to avoid.<\/p>\n<\/p>\n<p>Your data is always yours. You can export projects, tasks, and docs anytime \u2014 no upgrades, no \u201cunlock to download\u201d screens. BlocPad is meant to earn trust by being useful, not by trapping work inside it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Mihir, can I ask how your product differs from tools like Notion or Lark?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jojo_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jojo_li<\/a> Great question. BlocPad actually started <em>because<\/em> I was a Notion user. Our startup loved it\u2026 until we hit limits and suddenly it was ~$10 per user, which adds up fast for small teams.<\/p>\n<\/p>\n<p>BlocPad is still an MVP, so it\u2019s too early to compare it feature-by-feature with Notion or Lark. Right now the focus is on no mid-project paywalls, real-time by default, and a tighter mix of <strong>Notion-style docs + Jira-style execution<\/strong>.<\/p>\n<\/p>\n<p>We\u2019re rolling out something <em>genuinely different<\/em> over the next few weeks \u2014 especially around AI workflows, integrations with Cursor and Claude CLI, and an AI project manager that feels human \u2014 helping managers stay on top without micromanaging. Just getting started \ud83d\udc40<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/X42DTHMYND2RHG\" class=\"app-title\">Taphouse<\/a><\/p>\n<div class=\"one-liner\">The missing GUI for Homebrew<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Taphouse \u662f\u4e00\u6b3e\u4e3a macOS \u4e0a\u7684 Homebrew \u5305\u7ba1\u7406\u5668\u63d0\u4f9b\u7f3a\u5931\u7684\u56fe\u5f62\u5316\u754c\u9762\uff0c\u901a\u8fc7\u96c6\u4e2d\u5f0f\u7684\u5b89\u5168\u626b\u63cf\u3001\u5065\u5eb7\u76d1\u63a7\u548c\u4e00\u952e\u7ef4\u62a4\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u7ec8\u7aef\u4e2d\u7ba1\u7406\u8f6f\u4ef6\u5305\u65f6\u64cd\u4f5c\u7e41\u7410\u3001\u72b6\u6001\u4e0d\u900f\u660e\u3001\u5b89\u5168\u9690\u60a3\u96be\u5bdf\u89c9\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9ac26b4-31d8-47c6-b843-7a2b16c4ee9d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7386baa3-edb1-4bc2-93d7-694a7740c8dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/32c02579-5d9d-4499-a8ea-561a6eb14ced.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51b192c5-8248-4a14-8e3f-4cc8ca710e87.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Homebrew\u56fe\u5f62\u524d\u7aef<\/span><br \/>\n <span class=\"tag\">macOS\u8f6f\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5b89\u5168\u6f0f\u6d1e\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u5065\u5eb7\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u5305\u7ba1\u7406\u5668GUI<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">\u539f\u751fSwift\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u5176\u4e0e\u540c\u7c7b\u201c\u4ec5\u9650Cask\u5e94\u7528\u5546\u5e97\u201d\u4ea7\u54c1\u7684\u6838\u5fc3\u5dee\u5f02\u3002\u5f00\u53d1\u8005\u56de\u5e94\u65e8\u5728\u6253\u9020\u529f\u80fd\u5168\u9762\u65e0\u77ed\u677f\u7684\u7ec8\u6781\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u5f3a\u8c03\u6839\u636e\u7528\u6237\u53cd\u9988\u5feb\u901f\u8fed\u4ee3\uff08\u4e24\u5468\u5185\u53d1\u5e0335\u4e2a\u7248\u672c\uff09\u3002\u53e6\u6709\u7528\u6237\u5bf9\u5176\u80fd\u5426\u7ba1\u7406\u6240\u6709Homebrew\u5b89\u88c5\u5185\u5bb9\u8868\u793a\u786e\u8ba4\u4e0e\u8d5e\u8d4f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Taphouse \u7684\u91ce\u5fc3\uff0c\u8fdc\u4e0d\u6b62\u662f\u7ed9 `brew install` \u5957\u4e2a\u58f3\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a Homebrew \u751f\u6001\u7684\u201c\u63a7\u5236\u9762\u677f\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u547d\u4ee4\u884c\u4e0b\u5206\u6563\u3001\u88ab\u52a8\u7684\u7ba1\u7406\u52a8\u4f5c\uff0c\u6574\u5408\u4e3a\u4e3b\u52a8\u3001\u53ef\u89c6\u5316\u7684\u7cfb\u7edf\u5065\u5eb7\u6cbb\u7406\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u8fed\u4ee3\u8def\u5f84\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u903b\u8f91\uff1a\u4ece\u57fa\u7840\u7684\u5b89\u88c5\u529f\u80fd\uff0c\u8fc5\u901f\u8f6c\u5411\u5b89\u5168\uff08CVE\u626b\u63cf\uff09\u3001\u8fd0\u7ef4\uff08\u5065\u5eb7\u770b\u677f\u3001\u5b64\u513f\u4f9d\u8d56\u6e05\u7406\uff09\u548c\u900f\u660e\u5316\uff08\u9884\u5b89\u88c5\u68c0\u67e5\uff09\u3002\u8fd9\u7cbe\u51c6\u51fb\u4e2d\u4e86\u9ad8\u7ea7\u7528\u6237\u7684\u9690\u75db\u2014\u2014\u5728\u7ec8\u7aef\u4e2d\uff0c\u4f60\u5f88\u96be\u76f4\u89c2\u611f\u77e5\u6574\u4e2a\u8f6f\u4ef6\u8d44\u4ea7\u7684\u72b6\u6001\u3001\u4f9d\u8d56\u5173\u7cfb\u548c\u6f5c\u5728\u98ce\u9669\u3002\u5b83\u628a\u201c\u7ef4\u62a4\u201d\u4ece\u4e00\u9879\u9700\u8981\u8bb0\u5fc6\u547d\u4ee4\u7684\u4e34\u65f6\u4efb\u52a1\uff0c\u53d8\u6210\u4e86\u4e00\u4e2a\u53ef\u76d1\u63a7\u7684\u6301\u7eed\u8fc7\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u76ee\u6807\u7528\u6237\u5b58\u5728\u77db\u76fe\uff1a\u521d\u7ea7\u7528\u6237\u53ef\u80fd\u53ea\u9700\u4e00\u4e2a\u7b80\u5355\u7684\u5e94\u7528\u5546\u5e97\uff1b\u800c\u771f\u6b63\u9700\u8981\u6df1\u5ea6\u8fd0\u7ef4\u529f\u80fd\u7684\u8d44\u6df1\u7528\u6237\uff0c\u6216\u8bb8\u66f4\u4fe1\u4efb\u81ea\u5df1\u7f16\u5199\u7684\u811a\u672c\u548c\u547d\u4ee4\u884c\u3002\u5176\u6b21\uff0c\u5728\u201c\u5feb\u901f\u8fed\u4ee3\u201d\u7684\u5149\u73af\u4e0b\uff0c\u9700\u8b66\u60d5\u529f\u80fd\u5806\u780c\u5bfc\u81f4\u7684\u6838\u5fc3\u4f53\u9a8c\u7a00\u91ca\u3002\u5f00\u53d1\u8005\u201c\u6c38\u4e0d\u56de\u5934\u201d\u7684\u613f\u666f\u5f88\u597d\uff0c\u4f46GUI\u5de5\u5177\u5728\u5305\u7ba1\u7406\u8fd9\u4e2a\u9886\u57df\uff0c\u59cb\u7ec8\u662f\u547d\u4ee4\u884c\u7684\u8865\u5145\u800c\u975e\u66ff\u4ee3\u3002\u5b83\u7684\u5929\u82b1\u677f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u63d0\u4f9b\u53ef\u89c6\u5316\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u4e0d\u727a\u7272 Homebrew \u547d\u4ee4\u884c\u672c\u8eab\u7684\u9ad8\u6548\u4e0e\u7075\u6d3b\uff0c\u5e76\u5efa\u7acb\u8d77\u5982\u201c\u5b89\u5168\u626b\u63cf\u201d\u8fd9\u6837\u771f\u6b63\u5177\u6709\u4e0d\u53ef\u66ff\u4ee3\u6027\u7684\u6740\u624b\u7ea7\u529f\u80fd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Taphouse<\/span>\n <\/div>\n<div class=\"comment-content\">Taphouse 1.3 Since launch, we’ve added: CVE vulnerability scanning for all your packages, a Health Dashboard with system score, orphaned dependency cleanup, leftover file detection, duplicate app finder, and pre-install inspection to see exactly what a package will install. Plus: 6 languages, Mac App Store integration, third-party app updates (Sparkle\/GitHub\/Electron), code signing verification, Brewfile export, and menu bar mode with auto-updates. The complete Homebrew GUI for macOS.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Many Homebrew frontends end up being \u201ccasks-only app stores\u201d or \u201ca wrapper around brew install.\u201d What did you decide Taphouse must do end-to-end (formulae, services, maintenance, visibility, security), and what did you intentionally avoid because it would dilute the core value?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> This is the first app i released although i’ve been working for months on more and i wanted to make the best of it. Anyone who installs Taphouse should never look back to any other similar app or find a feature that is missing. And most importantly, be pleasantly surprised by discovering they get more than they expected. I am very happy with how it turned out, and many features were added thanks to the user base and their suggestions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p> I launched Taphouse just 2 weeks ago as a simple Homebrew GUI. Since then, I’ve shipped 35 builds based on user feedback.<\/p>\n<p> The biggest additions:<\/p>\n<p> \ud83d\udd12 Security Scanner \u2014 scans all your packages against the CVE database. Turns out I had 3 vulnerable packages myself.<\/p>\n<p> \ud83e\ude7a Health Dashboard \u2014 one screen showing outdated packages, orphans, cache bloat, and doctor issues with a health score.<\/p>\n<p> \ud83e\uddf9 Cleanup tools \u2014 find orphaned dependencies, leftover files from uninstalled apps, and duplicates (same app from Homebrew + App Store).<\/p>\n<p> \ud83d\udd0d Pre-install inspection \u2014 see exactly what a cask will install before you install it. Background services? Sudo required? Now you’ll know.<\/p>\n<p> Built natively in Swift for macOS. Free tier available, Pro unlocks everything for \u20ac9.99.<\/p>\n<p> Would love your feedback \u2014 I’m shipping updates almost daily!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 Taphouse is a slick, native way to manage Homebrew without dropping into the terminal every time.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow! So does it list and manage all the apps\/tools we installed using Homebrew?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LURHCXS4JWWDFV\" class=\"app-title\">Langfinity AI<\/a><\/p>\n<div class=\"one-liner\">Translate business conversations into any language<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">95<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Langfinity AI \u662f\u4e00\u6b3e\u9762\u5411\u56fd\u9645\u5546\u52a1\u8fd0\u8425\u7684AI\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u5e73\u53f0\uff0c\u901a\u8fc7\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u5b66\u4e60\u884c\u4e1a\u672f\u8bed\u548c\u8bed\u5883\uff0c\u5728\u8de8\u56fd\u4f1a\u8bae\u3001\u6280\u672f\u8ba8\u8bba\u3001\u5408\u89c4\u57f9\u8bad\u7b49\u9ad8\u4ef7\u503c\u5546\u4e1a\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u901a\u7528\u7ffb\u8bd1\u5de5\u5177\u51c6\u786e\u6027\u4f4e\u3001\u7f3a\u4e4f\u4e1a\u52a1\u4e0a\u4e0b\u6587\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u9ad8\u51c6\u786e\u5ea6\u3001\u4f4e\u5ef6\u8fdf\u7684\u591a\u8bed\u8a00\u5b9e\u65f6\u6c9f\u901a\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/872649e3-a133-4c0d-b27b-43f8a7c9ca9f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/21c35d77-deda-44d1-ac56-dc97f8887efd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/935f988a-afd6-4e4f-ad67-8b84c1a1bc29.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e7e69cf2-e8e4-4508-b802-d0791149cd7b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2ba1bc86-2c3a-4575-8782-37cf76b7087c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5b9e\u65f6\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u8bed\u97f3\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u8de8\u56fd\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u884c\u4e1a\u672f\u8bed\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u4f1a\u8bae<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u5199<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">B2B<\/span><br \/>\n <span class=\"tag\">\u5168\u7403\u6269\u5f20<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u9488\u5bf9\u4f01\u4e1a\u672f\u8bed\u5b9a\u5236\u548c\u884c\u4e1a\u7279\u5b9a\u4f18\u5316\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u8fd9\u662f\u533a\u522b\u4e8e\u901a\u7528\u5de5\u5177\u7684\u5173\u952e\u3002\u4e3b\u8981\u95ee\u9898\u805a\u7126\u4e8e\u5bf9Google Meet\u7b49\u66f4\u591a\u89c6\u9891\u4f1a\u8bae\u5e73\u53f0\u96c6\u6210\u7684\u9700\u6c42\u3002\u5f00\u53d1\u8005\u56de\u590d\u8be6\u7ec6\u89e3\u91ca\u4e86\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u7684\u6784\u5efa\u903b\u8f91\uff0c\u83b7\u5f97\u4e86\u79ef\u6781\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Langfinity AI \u7684\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u201c\u66f4\u597d\u7684\u7ffb\u8bd1\u673a\u201d\u3002\u5b83\u5207\u5165\u7684\u662f\u4e00\u4e2a\u88ab\u201c\u8db3\u591f\u597d\u201d\u7684\u901a\u7528\u89e3\u51b3\u65b9\u6848\u957f\u671f\u6577\u884d\u7684\u521a\u6027\u5e02\u573a\uff1a\u9ad8\u4ef7\u503c\u3001\u9ad8\u98ce\u9669\u7684\u8de8\u56fd\u5546\u4e1a\u5bf9\u8bdd\u3002\u5176\u5ba3\u79f0\u768495%\u4ee5\u4e0a\u51c6\u786e\u7387\uff0c\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u53c2\u6570\uff0c\u800c\u662f\u901a\u8fc7\u6784\u5efa\u201c\u4f01\u4e1a\u4e13\u5c5e\u8bed\u97f3\u6a21\u578b\u201d\u8fd9\u4e00\u6570\u636e\u8d44\u4ea7\u6765\u5b9e\u73b0\u7684\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5b83\u7684\u6838\u5fc3\u58c1\u5792\u548c\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u201c\u79c1\u6709\u5316\u90e8\u7f72\u7684\u8bed\u5883\u7406\u89e3\u80fd\u529b\u201d\u2014\u2014\u5c06\u7ffb\u8bd1\u5f15\u64ce\u4ece\u516c\u6709\u3001\u901a\u7528\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u8f6c\u53d8\u4e3a\u6bcf\u5bb6\u5ba2\u6237\u79c1\u6709\u7684\u3001\u6301\u7eed\u8fdb\u5316\u7684\u201c\u6570\u5b57\u53e3\u8bd1\u5458\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u907f\u5f00\u4e86\u4e0e\u6d88\u8d39\u7ea7\u514d\u8d39\u5de5\u5177\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u653b\u51fb\u4f20\u7edf\u4eba\u5de5\u53e3\u8bd1\u548c\u4f4e\u9002\u914d\u6027\u8f6f\u4ef6\u7684\u6210\u672c\u4e0e\u6548\u7387\u75db\u70b9\u3002\u5176\u201c10\u500d\u964d\u4f4e\u6210\u672c\u201d\u7684\u5ba3\u79f0\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u53e3\u8bd1\u670d\u52a1\u4ece\u201c\u6309\u6b21\u4ed8\u8d39\u7684\u4eba\u529b\u5916\u5305\u201d\u6a21\u5f0f\uff0c\u8f6c\u53d8\u4e3a\u201c\u4e00\u6b21\u6027\u6295\u8d44\u3001\u6301\u7eed\u4f18\u5316\u7684\u8f6f\u4ef6\u8d44\u4ea7\u201d\u6a21\u5f0f\u3002\u5fae\u8f6fTeams\u7684\u6df1\u5ea6\u96c6\u6210\u4e0eQR\u7801\u5feb\u901f\u63a5\u5165\uff0c\u4f53\u73b0\u4e86\u5176\u8ffd\u6c42\u201c\u96f6\u6469\u64e6\u201d\u5de5\u4f5c\u6d41\u5d4c\u5165\u7684\u601d\u8def\uff0c\u8fd9\u6070\u6070\u662f\u4f01\u4e1a\u91c7\u8d2d\u51b3\u7b56\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u6e05\u6670\uff1a\u9996\u5148\uff0c\u201c\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u201d\u7684\u6784\u5efa\u9700\u8981\u5ba2\u6237\u524d\u671f\u7684\u6570\u636e\u6295\u5165\u4e0e\u4fe1\u4efb\uff0c\u51b7\u542f\u52a8\u95e8\u69db\u4e0d\u4f4e\u3002\u5176\u6b21\uff0c\u5728\u6781\u5ea6\u5f3a\u8c03\u6570\u636e\u5b89\u5168\u7684\u8de8\u56fd\u4f01\u4e1a\u573a\u666f\u4e2d\uff0c\u5b9e\u65f6\u8bed\u97f3\u6d41\u7684\u5904\u7406\u4e0e\u5b58\u50a8\u5982\u4f55\u6ee1\u8db3GDPR\u7b49\u5408\u89c4\u8981\u6c42\uff0c\u5c06\u662f\u6280\u672f\u4e4b\u5916\u7684\u53e6\u4e00\u573a\u786c\u4ed7\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u80fd\u5426\u627f\u53d7\u4f4f\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u5b9a\u5236\u5316\u8bad\u7ec3\u6a21\u578b\u7684\u9ad8\u6602\u8fb9\u9645\u6210\u672c\uff0c\u4ecd\u6709\u5f85\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cLangfinity AI \u5c55\u73b0\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u8def\u5f84\uff1a\u4e0d\u505a\u5927\u800c\u5168\u7684AI\u7ffb\u8bd1\uff0c\u800c\u662f\u6df1\u8015\u5782\u76f4\u9886\u57df\uff0c\u8bd5\u56fe\u5c06\u7ffb\u8bd1\u4ece\u201c\u529f\u80fd\u201d\u5347\u7ea7\u4e3a\u53ef\u96c6\u6210\u3001\u53ef\u5b9a\u5236\u3001\u53ef\u62e5\u6709\u3001\u80fd\u589e\u503c\u7684\u201c\u4f01\u4e1a\u6838\u5fc3\u8fd0\u8425\u7cfb\u7edf\u201d\u3002\u5b83\u7684\u6210\u8d25\uff0c\u5c06\u9a8c\u8bc1\u5728AI\u5e94\u7528\u5c42\uff0c\u6df1\u5ea6\u5782\u76f4\u4e0e\u79c1\u6709\u5316\u6570\u636e\u95ed\u73af\u662f\u5426\u662f\u4e00\u6761\u53ef\u884c\u7684\u62a4\u57ce\u6cb3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Langfinity AI<\/span>\n <\/div>\n<div class=\"comment-content\">Langfinity is the AI-powered real-time translation platform built specifically for international business operations and global expansion. It\u2019s designed for global teams where accuracy, speed, and workflow integration are mission-critical, not optional. Unlike generic translators, our translation engine is powered by a company-specific model built to understand your terminology and context.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b We\u2019re Snow, Jacob and Ishita, the makers of Langfinity.<\/p>\n<p>In high-stakes environments \u2013 technical discussions, compliance training, and customer conversations \u2013 \u201cgood enough\u201d translation, in reality, isn\u2019t actually good enough. Accuracy, speed, and context matter, and most general-purpose translators simply aren\u2019t built for that. <\/p>\n<p>That\u2019s why we built <strong>Langfinity: an AI-powered live voice translation platform designed specifically for business operations\u2013not casual conversations.<\/strong> It learns your company\u2019s terminology, acronyms, and industry language over time, so translation becomes more accurate and consistent the more your teams use it.<\/p>\n<p>Today, global businesses use Langfinity to replace interpreters, reduce translation costs by 10\u00d7, maintain over 95% accuracy in mission-critical conversations and operations , and expand globally without adding bilingual staff.<\/p>\n<p>What makes Langfinity unique:<\/p>\n<p>\ud83c\udf0d <strong>Real-time multi-way translation<br \/><\/strong>Everyone speaks in their own language and hears others in theirs, with extremely low latency for natural conversations, available 24\/7 with no scheduling, interpreter coordination, or availability constraints.<\/p>\n<p>\ud83e\udde0 <strong>Gets more accurate with every use<br \/><\/strong>Langfinity automatically incorporates your terminology, acronyms, and knowledge base with minimal manual setup while being trained on accents and regional dialects (for example: multiple Spanish variants) to maximize real-world accuracy. <\/p>\n<p>\ud83c\udfed <strong>Industry-specific accuracy<br \/><\/strong>Built for technical domains like manufacturing, pharmaceutical, and technology, not generic translation.<\/p>\n<p>\ud83d\udd0c <strong>One-click Microsoft Teams integration and compatible with major video conferencing platforms<br \/><\/strong>Works directly inside Teams with no app switching or user training.<\/p>\n<p>\ud83d\udcf1 <strong>Works across remote, hybrid, and in-person settings<br \/><\/strong>QR-based access enables instant translation for meetings, training, and events anywhere.<\/p>\n<p>\ud83d\udcdd <strong>Automatic multilingual notes & transcripts<br \/><\/strong>Summaries, highlights, and full transcripts are delivered in each user\u2019s preferred language after every meeting.<\/p>\n<p>\ud83c\udf99\ufe0f <strong>Natural, human-like voice<br \/><\/strong>Lifelike voices preserve tone and personality so conversations feel human, not robotic.<\/p>\n<p>We\u2019re excited to share Langfinity with the Product Hunt community and would love your feedback. Thanks for checking us out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iarora_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iarora_<\/a> congrats on the launch! When are you launching Google Meet? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iarora_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iarora_<\/a> training on company-specific terminology is a big differentiator. Solid execution.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt community \ud83d\udc4b I\u2019m Snow, one of the makers of Langfinity.<\/p>\n<\/p>\n<p>Langfinity has evolved significantly since our last launch. What began as a general translation tool is now a focused, enterprise-grade AI voice translation platform, built for teams that depend on high-quality live translation to run international operations, such as multilingual training, customer support, sales calls, and technical discussions across 50+ languages and dialects.<\/p>\n<\/p>\n<p>Today, we deliver over 95% accuracy through company-specific fine-tuning, operate 24\/7 across regions, and support mission-critical work for organizations operating in many different markets.<\/p>\n<\/p>\n<p>On the technology side, we build a proprietary real-time speech streaming model for every company we work with. Over time, this becomes a company-specific data asset that powers higher-quality AI voice agents tuned to each organization\u2019s context and workflow.<\/p>\n<\/p>\n<p>We\u2019ve also added a number of essential capabilities, including real-time multi-way translation, improving accuracy with every use, industry-specific fine-tuning, Microsoft Teams integration, multilingual meeting notes and transcripts, and more natural, human-like voice output.<\/p>\n<\/p>\n<p>If you give Langfinity a try, we\u2019d genuinely love to hear what you think.<br \/>Your feedback helps shape where we go next.<\/p>\n<\/p>\n<p>Thank you for checking us out,<br \/>Snow<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! Curious to learn more about how the \u201cindustry-specific accuracy\u201d is implemented – is it something pre-configured per team or generally speaking it\u2019s just aware of more jargon?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustafa40\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustafa40<\/a> Hi Mustafa! Thanks so much for the support, great to see you here.<\/p>\n<\/p>\n<p>Teams can upload their own terminologies and jargon in multiple languages, and those updates take effect immediately in meetings and events. We\u2019re also building industry-specific models trained on domain data, context, and terminology, such as manufacturing and pharmaceuticals.<\/p>\n<\/p>\n<p>For enterprise customers, we go a step further. Under the hood, we build a proprietary real-time speech streaming model for each company. Over time, this becomes a company-specific data asset that powers higher-quality AI voice translation agents, deeply tuned to each organization\u2019s context and workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@snow_huo per-company model is crazy! Soo cool \ud83d\udc4f\ud83c\udffd<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m so glad to be able to build a product that helps people in meaningful ways. We’ve been hard at work making Langfinity the #1 solution for real-time translation in meetings and events. Please take the time to check out the product and let us know if you have questions! We’re so excited to share Langfinity with the Product Hunt community!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 Langfinity feels like mission\u2011critical infra for truly global, multilingual teams.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> thanks for your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Amazing launch!! I’m really enjoying using Langfinity for over a year!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kazuki_nakayasiki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kazuki_nakayasiki<\/a> thanks for your continued support Kazuki!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Snow, really impressed by how you\u2019ve built a real-time translation platform that\u2019s tailored for <strong>business conversations<\/strong>, not just generic translation tools \u2014 this focus on <strong>context, industry terminology, and workflow integration<\/strong> is exactly what global teams need. \ud83d\udc4f <\/p>\n<p>I love that Langfinity learns company-specific language and accents over time, helping teams communicate more naturally and accurately across languages with minimal setup \u2014 that\u2019s a game-changer for international operations. \ud83c\udf10<\/p>\n<p>Having automatic multilingual transcripts, summaries, and human-like voice output all in one place is super practical, especially for hybrid and remote teams dealing with cross-cultural business meetings. \ud83d\udcac<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@arvin_sun\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arvin_sun<\/a> thanks for the support Arvin!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great founders who are totally committed to solving realtime b2b translation. Highly recommend! I’ve personally used this platform for extremely personal and sophisticated topics like therapy. It’s so much better than any of the careless slop from big companies. Unlock cross border comms!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aditya_advani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aditya_advani<\/a> thanks Aditya – glad it was valuable for your sessions. We appreciate your continued support!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats <a href=\"https:\/\/www.producthunt.com\/@snow_huo\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"snow_huo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@snow_huo<\/a> , <a href=\"https:\/\/www.producthunt.com\/@jacobgreenway\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jacobgreenway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jacobgreenway<\/a> , and <a href=\"https:\/\/www.producthunt.com\/@iarora_\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"iarora_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iarora_<\/a> on this launch! Very excited for this next phase \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3ZV7P5A34LQFF2\" class=\"app-title\">Papercuts<\/a><\/p>\n<div class=\"one-liner\">Deploy AI agents to use your production app like a real user<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Papercuts\u901a\u8fc7\u90e8\u7f72\u80fd\u50cf\u771f\u5b9e\u7528\u6237\u4e00\u6837\u611f\u77e5\u548c\u64cd\u4f5c\u9875\u9762\u7684AI\u667a\u80fd\u4f53\uff0c\u5728\u6b63\u5f0f\u751f\u4ea7\u73af\u5883\u4e2d\u6301\u7eed\u8fdb\u884c\u81ea\u52a8\u5316\u6d41\u7a0b\u6d4b\u8bd5\uff0c\u89e3\u51b3\u4f20\u7edf\u811a\u672c\u6d4b\u8bd5\u56e0\u4f9d\u8d56\u8106\u5f31\u9009\u62e9\u5668\u800c\u65e0\u6cd5\u6355\u6349\u5b9e\u9645\u7528\u6237\u4f53\u9a8c\u7834\u635f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb58755c-5cdc-4ad2-83ad-208c4f1f22bb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ea182d73-dabe-4bd8-a186-e9dbf3e64c14.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c3a5470-a239-4a71-a751-9c4ba19d38dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u73af\u5883\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u56de\u5f52\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u8d28\u91cf\u4fdd\u969c<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7aef\u5230\u7aef\u6d4b\u8bd5<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u8fd9\u662f\u6d4b\u8bd5\u7684\u81ea\u7136\u6f14\u8fdb\u3002\u4e3b\u8981\u63a2\u8ba8\u5305\u62ec\uff1a\u4e0e\u73b0\u6709\u6d4b\u8bd5\u5de5\u5177\uff08\u5982Playwright\/Cypress\uff09\u548c\u76d1\u63a7\u5de5\u5177\uff08APM\/RUM\uff09\u7684\u5b9a\u4f4d\u5dee\u5f02\u53ca\u4e92\u8865\u6027\uff1b\u5173\u6ce8\u5176\u5982\u4f55\u5904\u7406\u52a8\u6001\u8868\u5355\u7b49\u590d\u6742\u4ea4\u4e92\uff1b\u8ba4\u53ef\u5176\u901a\u8fc7\u89c6\u89c9\u611f\u77e5\u800c\u975eDOM\u9009\u62e9\u5668\u6765\u53d1\u73b0\u771f\u5b9e\u7528\u6237\u75db\u70b9\u7684\u6838\u5fc3\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Papercuts\u5e76\u975e\u53c8\u4e00\u4e2a\u7b80\u5355\u7684\u6d4b\u8bd5\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5b83\u8bd5\u56fe\u7528AI\u667a\u80fd\u4f53\u5f25\u5408\u201c\u4ee3\u7801\u5065\u5eb7\u5ea6\u201d\u4e0e\u201c\u7528\u6237\u4f53\u9a8c\u5b8c\u6574\u6027\u201d\u4e4b\u95f4\u7684\u8ba4\u77e5\u9e3f\u6c9f\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u5728\u4e8e\u65b9\u6cd5\u8bba\u4e0a\u7684\u8f6c\u53d8\uff1a\u4ece\u9a8c\u8bc1\u201c\u4ee3\u7801\u662f\u5426\u6309\u9884\u671f\u6267\u884c\u201d\u7684\u5f00\u53d1\u8005\u89c6\u89d2\uff0c\u8f6c\u5411\u68c0\u9a8c\u201c\u5e94\u7528\u662f\u5426\u6309\u7528\u6237\u671f\u671b\u5de5\u4f5c\u201d\u7684\u4ea7\u54c1\u89c6\u89d2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f20\u7edf\u6d4b\u8bd5\u811a\u672c\u672c\u8d28\u4e0a\u662f\u903b\u8f91\u89c4\u5219\u7684\u5177\u8c61\u5316\uff0c\u5176\u76f2\u533a\u6070\u6070\u662f\u89c4\u5219\u672a\u8986\u76d6\u7684\u3001\u52a8\u6001\u7684\u3001\u611f\u6027\u7684\u4ea4\u4e92\u573a\u666f\u3002\u800cAPM\/RUM\u76d1\u63a7\u7684\u662f\u5df2\u53d1\u751f\u7684\u6027\u80fd\u5f02\u5e38\u6216\u9519\u8bef\uff0c\u5c5e\u4e8e\u4e8b\u540e\u8865\u6551\u3002Papercuts\u7684\u667a\u80fd\u4f53\u5145\u5f53\u4e86\u4e00\u4e2a\u6c38\u4e0d\u75b2\u5026\u3001\u5177\u5907\u57fa\u7840\u89c6\u89c9\u8ba4\u77e5\u7684\u201c\u7406\u60f3\u5316\u7528\u6237\u201d\uff0c\u5728\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u4e2d\u8fdb\u884c\u63a2\u7d22\u6027\u6d4b\u8bd5\u3002\u8fd9\u76f8\u5f53\u4e8e\u5728\u5f00\u53d1\u56e2\u961f\u7684\u201c\u76d1\u63a7\u4eea\u8868\u76d8\u201d\u4e4b\u5916\uff0c\u589e\u52a0\u4e86\u4e00\u4e2a\u201c\u7528\u6237\u4f53\u9a8c\u96f7\u8fbe\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5ba3\u79f0\u7684\u201c\u4ec5\u4f9d\u8d56\u89c6\u89c9\u201d\u662f\u53cc\u5203\u5251\u3002\u4f18\u52bf\u5728\u4e8e\u6446\u8131\u4e86\u5bf9DOM\u7ed3\u6784\u7684\u5f3a\u8026\u5408\uff0c\u66f4\u80fd\u9002\u5e94\u524d\u7aef\u6846\u67b6\u9891\u7e41\u53d8\u66f4\u7684\u73b0\u4ee3\u5f00\u53d1\u6d41\u7a0b\u3002\u4f46\u6311\u6218\u540c\u6837\u5de8\u5927\uff1a\u89c6\u89c9\u6a21\u578b\u7684\u51c6\u786e\u6027\u4e0e\u63a8\u7406\u901f\u5ea6\u3001\u590d\u6742\u4ea4\u4e92\u610f\u56fe\u7684\u7406\u89e3\u6df1\u5ea6\u3001\u6d4b\u8bd5\u573a\u666f\u7684\u8986\u76d6\u8303\u56f4\u4e0e\u6210\u672c\u63a7\u5236\uff0c\u90fd\u5c06\u51b3\u5b9a\u5176\u4ece\u201c\u70ab\u9177\u6982\u5ff5\u201d\u8d70\u5411\u201c\u6838\u5fc3\u8d28\u91cf\u9632\u7ebf\u201d\u7684\u6210\u8d25\u3002\u5f53\u524d\u5b83\u66f4\u9002\u5408\u4f5c\u4e3a\u6355\u6349\u201c\u7eb8\u5272\u4f24\u201d\uff08Papercuts\uff09\u5f0f\u7ec6\u5fae\u4f53\u9a8c\u7834\u635f\u7684\u8865\u5145\u5c42\uff0c\u800c\u975e\u66ff\u4ee3\u7cfb\u7edf\u6027\u7684\u6d4b\u8bd5\u4f53\u7cfb\u3002\u5b83\u7684\u6210\u529f\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u6280\u672f\u6210\u719f\u5ea6\uff0c\u66f4\u53d6\u51b3\u4e8e\u80fd\u5426\u7cbe\u51c6\u5b9a\u4e49\u5e76\u8bc1\u660e\u5176\u53d1\u73b0\u7684\u201c\u95ee\u9898\u201d\u5177\u6709\u5546\u4e1a\u4f18\u5148\u7ea7\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u89c6\u89c9\u4e0a\u7684\u4e0d\u4e00\u81f4\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Papercuts<\/span>\n <\/div>\n<div class=\"comment-content\">Deploy AI agents that flow through your production app like a real user. Just provide a URL and get notified when something breaks.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Yooo Product Hunters!<\/p>\n<p>I built Papercuts because I think most testing scripts are blind. They check the DOM, but they don’t actually see if the UI is broken for the user.<\/p>\n<p>Modern apps are way too complex for brittle selectors. I believe the only way to be safe is to test in production with AI agents that actually perceive and navigate the page like a human.<\/p>\n<p>Let me know what you think!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sayuj_suresh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayuj_suresh<\/a> DOM-based tests miss real user pain all the time. Testing with agents that actually see and navigate the UI feels like the natural next step for modern apps.<\/p>\n<p>I am seeing the same shift while building Curatora. Systems that observe real outcomes, not just internal states, catch issues much earlier. Curious how teams adopt this in production.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sayuj_suresh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayuj_suresh<\/a> congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sayuj_suresh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayuj_suresh<\/a> Major kudos to the team\u2014this feels incredibly polished for a new launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Most teams already have some mix of Playwright\/Cypress tests plus APM\/RUM\u2014what\u2019s the clearest line you draw between those and Papercuts, and what\u2019s the switching trigger that makes it worth adding (or replacing) another layer?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Great question. i don\u2019t see Papercuts as replacing Playwright\/Cypress or APM\/RUM they solve different problems.<\/p>\n<\/p>\n<p>Scripted tests verify expected behavior in controlled environments, and APM\/RUM tell you when something is already broken for real users. Papercuts sits in between: agents continuously exercise real production flows and catch UX and logic regressions before they show up in dashboards or support tickets.<\/p>\n<\/p>\n<p>The usual trigger is when teams realise tests are green, metrics look fine, but users still hit papercuts , broken edge cases, conditional flows, or subtle UI regressions that no one explicitly tested for. That\u2019s where adding agents starts paying off fast.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! This looks super useful. <\/p>\n<p>As the founder of Dashform, I know that complex, multi-step forms are often the hardest part to test reliably.<\/p>\n<p>Small question how does your agent handle dynamic form fields or conditional logic (e.g., fields that only appear after a specific selection)? Does it adapt well if the DOM changes slightly?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@openaigpt5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@openaigpt5<\/a> Hey Ethan, thank you! <\/p>\n<\/p>\n<p>The agents don\u2019t rely on brittle selectors or fixed scripts instead uses only vision. They interact with forms the way a real user would: observing visible fields, understanding labels and context, and reacting to what appears next. When a selection reveals new fields, the agent incorporates those into the context and move forward.<\/p>\n<\/p>\n<p>That\u2019s one of the main reasons we use agents instead of traditional test scripts.<\/p>\n<\/p>\n<p>Give it a try with the free plan!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NEQ6CEB77MT5EB\" class=\"app-title\">Knowns CLI<\/a><\/p>\n<div class=\"one-liner\">AI-first CLI for task management and documentation.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">91<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u4f18\u5148\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u901a\u8fc7\u5728\u4efb\u52a1\u4e2d\u94fe\u63a5\u6587\u6863\u5e76\u8ba9AI\u81ea\u52a8\u8bfb\u53d6\u4e0a\u4e0b\u6587\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728AI\u7f16\u7a0b\u4f1a\u8bdd\u4e2d\u9700\u8981\u53cd\u590d\u590d\u5236\u7c98\u8d34\u9879\u76ee\u80cc\u666f\u3001\u4efb\u52a1\u8bf4\u660e\u548c\u5f00\u53d1\u89c4\u8303\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f2021261-e802-40df-8c50-e8168cd8dcbf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/37ac5a76-9f98-40e7-bc21-1cbea4829754.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/86ee0519-cbe8-4642-b39b-a164010ad826.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9001e74c-509d-411d-ad68-c6d20ecdae78.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/60f26e98-7326-46b9-b614-9f2ea9ccbf7c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5695aa63-0f17-46f9-a1a2-6393d8c62ec7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/80a0af25-18c3-4084-bded-1d3b3a5b7c83.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ef208116-7986-4f6f-a355-8fcb2b17ba27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a435fba3-5f9d-4a33-ba1b-d5b7118e297f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/ca976bb7-80e0-4750-b4a0-652ea9a597e0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Az0DR2vYP2k\"><source src=\"https:\/\/www.youtube.com\/watch?v=Az0DR2vYP2k\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u547d\u4ee4\u884c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u4fdd\u6301<\/span><br \/>\n <span class=\"tag\">MCP\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u95ed\u73af<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u6838\u5fc3\u75db\u70b9\u662fAI\u7f16\u7801\u4e2d\u7684\u4e0a\u4e0b\u6587\u4e22\u5931\u95ee\u9898\u3002\u521b\u4f5c\u8005\u548c\u7528\u6237\u5747\u8ba4\u4e3a\u5176\u201c\u8ba9AI\u76f4\u63a5\u8bfb\u53d6\u201d\u7684\u6a21\u578b\u6b63\u786e\uff0c\u81ea\u52a8\u66f4\u65b0\u6587\u6863\u5f62\u6210\u77e5\u8bc6\u95ed\u73af\u662f\u5173\u952e\u4f18\u52bf\u3002\u6709\u7528\u6237\u5df2\u5728\u56e2\u961f\u4e2d\u5b9e\u9645\u4f7f\u7528\u5e76\u9a8c\u8bc1\u5176\u8282\u7701\u65f6\u95f4\u3001\u7edf\u4e00\u67b6\u6784\u7684\u6548\u679c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Knowns CLI \u7784\u51c6\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u65e5\u76ca\u51f8\u663e\u7684\u201cAI\u5143\u5de5\u4f5c\u201d\u56f0\u5883\uff1a\u5f00\u53d1\u8005\u4e0eAI\u534f\u4f5c\u65f6\uff0c\u5927\u91cf\u7cbe\u529b\u6d6a\u8d39\u5728\u91cd\u590d\u5582\u6599\u548c\u4e0a\u4e0b\u6587\u7ef4\u62a4\u4e0a\uff0c\u800c\u975e\u521b\u9020\u6027\u5de5\u4f5c\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u521b\u9020\u4e86\u65b0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u91cd\u6784\u4e86AI\u4e0e\u5f00\u53d1\u751f\u6001\u4ea4\u4e92\u7684\u7ba1\u9053\u2014\u2014\u901a\u8fc7MCP\u7b49\u534f\u8bae\u8ba9AI\u4ece\u88ab\u52a8\u7684\u3001\u5931\u5fc6\u7684\u95ee\u7b54\u673a\uff0c\u8f6c\u53d8\u4e3a\u80fd\u4e3b\u52a8\u8bfb\u53d6\u9879\u76ee\u4e0a\u4e0b\u6587\uff08\u4efb\u52a1\u3001\u6587\u6863\u3001\u89c4\u8303\uff09\u5e76\u53cd\u5411\u66f4\u65b0\u77e5\u8bc6\u7684\u201c\u7cfb\u7edf\u53c2\u4e0e\u8005\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u601d\u8def\u7280\u5229\u5730\u907f\u5f00\u4e86\u5728\u63d0\u793a\u8bcd\u5de5\u7a0b\u6216\u804a\u5929\u754c\u9762\u4e0a\u7684\u5185\u5377\uff0c\u8f6c\u800c\u62e5\u62b1\u547d\u4ee4\u884c\u8fd9\u4e00\u751f\u4ea7\u529b\u539f\u70b9\u548c\u9879\u76ee\u6839\u76ee\u5f55\uff0c\u610f\u56fe\u5c06AI\u6df1\u5ea6\u5d4c\u5165\u5f00\u53d1\u5de5\u4f5c\u6d41\u7684\u5fc3\u810f\u5730\u5e26\u3002\u5176\u5ba3\u79f0\u7684\u201c\u77e5\u8bc6\u95ed\u73af\u201d\u662f\u6700\u5927\u80c6\u7684\u627f\u8bfa\uff0c\u82e5\u771f\u80fd\u53ef\u9760\u5b9e\u73b0\uff0c\u610f\u5473\u7740\u9879\u76ee\u6587\u6863\u80fd\u4ece\u8d1f\u62c5\u53d8\u4e3a\u6d3b\u4f53\u8d44\u4ea7\uff0c\u8fd9\u5177\u6709\u53d8\u9769\u6f5c\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5b83\u4e25\u91cd\u4f9d\u8d56AI\u5bf9\u590d\u6742\u4ee3\u7801\u5e93\u548c\u6a21\u7cca\u6587\u6863\u7684\u51c6\u786e\u7406\u89e3\u4e0e\u6458\u8981\u80fd\u529b\uff0c\u5f53\u524d\u5927\u6a21\u578b\u5728\u6b64\u5904\u7684\u53ef\u9760\u6027\u5b58\u7591\u3002\u5176\u6b21\uff0c\u5c06\u5173\u952e\u7684\u9879\u76ee\u77e5\u8bc6\u4e0e\u51b3\u7b56\u8bb0\u5f55\u6258\u4ed8\u7ed9AI\u81ea\u52a8\u66f4\u65b0\uff0c\u5f15\u5165\u4e86\u65b0\u7684\u98ce\u9669\u4e0e\u4fe1\u4efb\u95ee\u9898\u3002\u6700\u540e\uff0c\u5176\u6a21\u5f0f\u53ef\u80fd\u66f4\u9002\u5408\u6709\u4e00\u5b9a\u89c4\u8303\u7684\u4e2d\u5927\u578b\u9879\u76ee\uff0c\u5728\u5feb\u901f\u8fed\u4ee3\u6216\u5fae\u578b\u9879\u76ee\u4e2d\u4f18\u52bf\u672a\u5fc5\u660e\u663e\u3002\u672c\u8d28\u4e0a\uff0c\u5b83\u662f\u4e00\u6b3e\u4e3a\u201cAI\u539f\u751f\u5f00\u53d1\u6d41\u7a0b\u201d\u94fa\u8def\u7684\u57fa\u5efa\u578b\u5de5\u5177\uff0c\u6210\u8d25\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u81ea\u52a8\u5316\u201d\u4e0e\u201c\u53ef\u63a7\u6027\u201d\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\uff0c\u907f\u514d\u6210\u4e3a\u53e6\u4e00\u4e2a\u5236\u9020\u6df7\u4e71\u7684\u201c\u9ed1\u76d2\u201d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Knowns CLI<\/span>\n <\/div>\n<div class=\"comment-content\">AI-first CLI for task management and documentation. Link docs in tasks, AI reads context automatically. Stop repeating patterns every session.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b Howz here, creator of Knowns.<\/p>\n<p>I built this out of pure frustration.<\/p>\n<p>Every AI coding session started the same way: copy-paste docs, explain the project structure, remind AI about conventions, paste the task details… then watch AI forget everything in the next chat.<\/p>\n<p>I was spending more time managing AI’s memory than actually building my app.<\/p>\n<p>So I asked myself: what if AI could just read the project context itself?<\/p>\n<p>That’s how Knowns CLI was born \u2014 a task and documentation manager that AI can actually read through MCP integration.<\/p>\n<p>Now when I say “work on task 42”, the AI already knows:<br \/>\n\u2192 What the task is<br \/>\n\u2192 Which docs are relevant<br \/>\n\u2192 What conventions to follow<\/p>\n<p>No more copy-pasting. No more “wait, let me give you the context.”<\/p>\n<p>The best part? When AI learns something new while coding, it can update the docs automatically. The knowledge loop is finally closed.<\/p>\n<p>Would love to hear how you’re currently managing context with AI tools \u2014 and happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@howznguyen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@howznguyen<\/a> Context loss is still one of the biggest productivity killers with AI coding.<\/p>\n<p>Letting AI read tasks and docs directly instead of relying on copy paste feels like the right mental model. Closing the loop by updating docs is a strong differentiator, not just convenience.<\/p>\n<p>I am seeing the same pattern while building Curatora. The real wins come when AI reduces meta work and keeps systems in sync. This feels like a solid step in that direction.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@howznguyen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@howznguyen<\/a> I love how the UI is so simple yet powerful behind the scenes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launch \u2014 love how Knowns turns CLI tasks into real AI-aware workflow.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> <\/p>\n<p>Thanks so much! \ud83d\ude4c<\/p>\n<p>That’s exactly the vision \u2014 making CLI the bridge between your workflow and AI’s understanding. Instead of AI being a separate tool you have to constantly feed information to, it becomes part of the workflow itself.<\/p>\n<p>And this is just the beginning \u2014 in the future, Knowns will also connect everyone across the entire project. Imagine the whole team sharing context, docs, and tasks in one place that AI can read and update. No more silos, no more sync issues.<\/p>\n<p>Appreciate the support! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great product! Keep up the good work man <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aspiiire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aspiiire<\/a> <br \/>Thanks so much! Really appreciate the kind words \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Howz is my friend, and I’m using Knowns in my stealth startup now. It definitely saved us a lot of time and effort since our team is using Claude Code a lot.<\/p>\n<p>No more copy-pasting context, no more repeating the same prompt, enforcing architecture.<\/p>\n<\/p>\n<p>I would recommend this 100%.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harryvu176\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harryvu176<\/a> <br \/>Thanks bro! \ud83d\ude4f<\/p>\n<p>Working with you and your team on that stealth project has been incredibly valuable. The feedback from your team helped me improve so many things \u2014 from the CLI experience to how documents are structured and synced.<\/p>\n<p>Building a tool is one thing, but seeing it actually save time for a real team shipping real products? That’s the best validation I could ask for.<\/p>\n<p>Appreciate the support, and can’t wait to see what you guys are building! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5EBQUUYBQPQNJE\" class=\"app-title\">Tidey<\/a><\/p>\n<div class=\"one-liner\">A tiny Mac app that helps you clean your desktop mess <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">89<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6781\u7b80\u7684Mac\u83dc\u5355\u680f\u5e94\u7528\uff0c\u901a\u8fc7\u5b9a\u671f\u63d0\u9192\u548c\u5feb\u901f\u51b3\u7b56\u754c\u9762\uff0c\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u6e05\u7406\u957f\u671f\u5806\u79ef\u5728\u684c\u9762\u548c\u4e0b\u8f7d\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\uff0c\u89e3\u51b3\u6570\u5b57\u7a7a\u95f4\u6742\u4e71\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84329b0c-606d-4564-9235-0e05800a55a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0163d1b3-cb77-4cf4-8e8b-9216e803eb4a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd499710-3ba9-44be-8dc6-3b1899a7447e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u684c\u9762\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">Mac\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4e70\u65ad\u5236<\/span><br \/>\n <span class=\"tag\">\u65e0\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8d5e\u8d4f\u5176\u201c\u65e0\u8ba2\u9605\u3001\u65e0AI\u201d\u7684\u6781\u7b80\u7406\u5ff5\uff0c\u76f4\u51fb\u590d\u6742\u5de5\u5177\u6216\u4ed8\u8d39\u6a21\u5f0f\u7684\u75db\u70b9\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u4e3a\u89e3\u51b3\u81ea\u8eab\u684c\u9762\u6587\u4ef6\u5806\u79ef\u95ee\u9898\u800c\u521b\u5efa\uff0c\u5f3a\u8c03\u5176\u5feb\u901f\u3001\u65e0\u5e72\u6270\u7684\u6838\u5fc3\u4f53\u9a8c\u3002\u76ee\u524d\u8bc4\u8bba\u4e2d\u672a\u89c1\u5177\u4f53\u529f\u80fd\u5efa\u8bae\u6216\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Tidey\u7684\u51fa\u73b0\uff0c\u662f\u5bf9\u201c\u5de5\u5177\u7406\u6027\u81a8\u80c0\u201d\u7684\u4e00\u6b21\u6e29\u548c\u53cd\u51fb\u3002\u5728\u5404\u7c7b\u8f6f\u4ef6\u70ed\u8877\u4e8e\u5806\u780cAI\u3001\u793e\u4ea4\u529f\u80fd\u548c\u8ba2\u9605\u5236\u7684\u5927\u73af\u5883\u4e0b\uff0c\u5b83\u523b\u610f\u505a\u51cf\u6cd5\uff0c\u56de\u5f52\u5230\u4e00\u4e2a\u5de5\u5177\u6700\u539f\u59cb\u7684\u4ef7\u503c\uff1a\u4ee5\u6700\u4f4e\u7684\u8ba4\u77e5\u548c\u64cd\u4f5c\u6210\u672c\uff0c\u89e3\u51b3\u4e00\u4e2a\u5177\u4f53\u3001\u9ad8\u9891\u7684\u75db\u70b9\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u201c\u573a\u666f\u5b9a\u4e49\u201d\u2014\u2014\u5b83\u6ca1\u6709\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u5168\u76d8\u6587\u4ef6\u7ba1\u7406\u65b9\u6848\uff0c\u800c\u662f\u805a\u7126\u4e8e\u201c\u684c\u9762\u548c\u4e0b\u8f7d\u6587\u4ef6\u5939\u201d\u8fd9\u4e24\u4e2a\u6700\u5bb9\u6613\u5931\u63a7\u7684\u201c\u6587\u4ef6\u5783\u573e\u573a\u201d\uff0c\u5e76\u521b\u9020\u4e86\u201c\u5b9a\u671f\u63d0\u9192+\u5feb\u901f\u51b3\u7b56\u201d\u7684\u5fae\u5de5\u4f5c\u6d41\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5de7\u5999\u5730\u5229\u7528\u4e86\u7528\u6237\u7684\u8f7b\u5fae\u7126\u8651\u611f\uff08\u901a\u77e5\uff09\u548c\u51b3\u7b56\u75b2\u52b3\uff08\u4ec5\u63d0\u4f9b\u201c\u5220\u9664\u201d\u6216\u201c\u4fdd\u7559\u201d\u4e24\u4e2a\u9009\u9879\uff09\uff0c\u5c06\u4e00\u4ef6\u4ee4\u4eba\u62d6\u5ef6\u7684\u6574\u7406\u4efb\u52a1\uff0c\u8f6c\u5316\u4e3a\u53ef\u5728\u4e24\u5206\u949f\u5185\u5b8c\u6210\u7684\u8f7b\u677e\u52a8\u4f5c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u7280\u5229\u4e4b\u5904\u4e5f\u9690\u542b\u7740\u5929\u82b1\u677f\u3002\u6781\u7b80\u4e3b\u4e49\u662f\u5b83\u7684\u5229\u5203\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u53d1\u5c55\u7684\u67b7\u9501\u3002\u5728\u201c\u65e0AI\u201d\u7684\u5ba3\u8a00\u80cc\u540e\uff0c\u662f\u5bf9\u5f53\u524dAI\u80fd\u529b\u4e0e\u771f\u5b9e\u7528\u6237\u9700\u6c42\u9519\u4f4d\u7684\u5632\u8bbd\u2014\u2014\u6e05\u7406\u684c\u9762\u6587\u4ef6\u771f\u7684\u9700\u8981\u673a\u5668\u5b66\u4e60\u5417\uff1f\u4f46\u66f4\u6df1\u5c42\u7684\u95ee\u9898\u662f\uff0c\u5f53\u7528\u6237\u5c1d\u9c9c\u671f\u8fc7\u540e\uff0c\u8fd9\u79cd\u9700\u8981\u4e3b\u52a8\u5b9a\u671f\u5904\u7406\u7684\u6a21\u5f0f\uff0c\u662f\u5426\u4f1a\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u88ab\u5ffd\u7565\u7684\u901a\u77e5\uff1f\u5b83\u89e3\u51b3\u4e86\u201c\u6e05\u201d\u7684\u52a8\u4f5c\uff0c\u4f46\u672a\u89e6\u53ca\u201c\u4e71\u201d\u7684\u6839\u6e90\u2014\u2014\u7528\u6237\u7684\u6587\u4ef6\u4fdd\u5b58\u4e60\u60ef\u3002\u5b83\u66f4\u50cf\u4e00\u5242\u6548\u679c\u5feb\u4f46\u6cbb\u6807\u4e0d\u6cbb\u672c\u7684\u6b62\u75bc\u836f\uff0c\u800c\u975e\u6839\u6cbb\u65b9\u6848\u3002\u5b83\u7684\u6210\u529f\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5c06\u4f9d\u8d56\u4e8e\u7528\u6237\u81ea\u8eab\u7684\u6574\u7406\u610f\u613f\u7684\u6301\u7eed\u6027\u3002\u957f\u8fdc\u770b\uff0cTidey\u4ee3\u8868\u4e86\u5de5\u5177\u8f6f\u4ef6\u7684\u4e00\u4e2a\u7ec6\u5206\u65b9\u5411\uff1a\u514b\u5236\u5730\u89e3\u51b3\u8868\u9762\u95ee\u9898\uff0c\u5e76\u5c06\u6df1\u5ea6\u89e3\u51b3\u65b9\u6848\u7559\u7ed9\u66f4\u590d\u6742\u7684\u8f6f\u4ef6\uff0c\u8fd9\u6216\u8bb8\u662f\u4e00\u79cd\u660e\u667a\u7684\u751f\u5b58\u7b56\u7565\uff0c\u4f46\u4e5f\u6ce8\u5b9a\u4e86\u5176\u5de5\u5177\u5c5e\u6027\u7684\u9644\u5c5e\u5730\u4f4d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Tidey<\/span>\n <\/div>\n<div class=\"comment-content\">Hey everyone! I built Tidey because my desktop was always a disaster. Screenshots, random downloads, files I saved “just for now” 3 months ago… you know how it goes. So I made this simple menubar app. It shows you files that have been sitting on your Desktop or Downloads folder for a while, and you just pick: delete it or keep it. Thats it. No fancy features, no AI, no subscription. Just a quick way to go through your files and finally clean things up. Would love to hear what you think!<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey! Im the maker.<\/p>\n<p>Built this for myself first because I was tired of having 200+ files on my desktop and never dealing with them. Tried other apps but they were either too complicated or wanted monthly payments for something this simple.<\/p>\n<p>Tidey just sits in your menubar, reminds you when stuff piles up, and lets you quickly decide what to do with each file. Takes like 2 minutes. <\/p>\n<p>Happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 love the no\u2011frills, no\u2011AI focus on fast desktop cleanup<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zeiki_yu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zeiki_yu<\/a> Thanks Zeiki!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Great launch! Perfect fix for my endless desktop clutter\u2014no frills, no subs, just quick cleanups. Upvoted\u2014trying it today! \ud83d\udd25<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hkklaus97\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hkklaus97<\/a> Thanks Klaus, appreciate it a lot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/BASHT7FWAAIBSC\" class=\"app-title\">o11<\/a><\/p>\n<div class=\"one-liner\">Microsoft Copilot, But It Actually Works<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">87<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI\u63d2\u4ef6\u6df1\u5ea6\u96c6\u6210Microsoft 365\u7684\u589e\u6548\u5de5\u5177\uff0c\u80fd\u5728Excel\u3001PowerPoint\u548cWord\u4e2d\u5b9e\u73b0\u79d2\u7ea7\u5185\u5bb9\u751f\u6210\u4e0e\u7f16\u8f91\uff0c\u65e8\u5728\u89e3\u51b3\u529e\u516c\u573a\u666f\u4e2d\u91cd\u590d\u3001\u8017\u65f6\u7684\u6587\u6863\u5904\u7406\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71664211-ca33-451b-88b6-0d0f0989b9ff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/01da2527-2d31-4b90-ab5a-0eb746df440c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e9197090-ccfe-49f2-9385-0f14470b61a6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/d8f981f7-81ce-4eaa-9d77-f3086f134bf0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=M9sdsKV33LU\"><source src=\"https:\/\/www.youtube.com\/watch?v=M9sdsKV33LU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Finance<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u529e\u516c\u589e\u6548<\/span><br \/>\n <span class=\"tag\">Microsoft 365\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">Excel AI<\/span><br \/>\n <span class=\"tag\">PowerPoint AI<\/span><br \/>\n <span class=\"tag\">Word AI<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u5b9a\u4f4d\u7cbe\u51c6\uff0c\u80fd\u5207\u5b9e\u63d0\u5347\u5de5\u4f5c\u6d41\u6548\u7387\uff1b\u8d5e\u8d4f\u5176\u5927\u80c6\u7684\u6807\u8bed\uff1b\u540c\u65f6\u6709\u7528\u6237\u8be2\u95ee\u662f\u5426\u4f1a\u63a8\u51faGoogle Workspace\u7248\u672c\uff0c\u4f53\u73b0\u4e86\u5bf9\u8de8\u5e73\u53f0\u6269\u5c55\u7684\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n o11\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u5fae\u8f6fCopilot\u7684\u4e00\u6b21\u201c\u7cbe\u51c6\u72d9\u51fb\u201d\u3002\u5176\u6807\u8bed\u201cMicrosoft Copilot, But It Actually Works\u201d\u6781\u5177\u6311\u8845\u610f\u5473\uff0c\u76f4\u63a5\u6233\u4e2d\u4e86\u5f53\u524d\u4f01\u4e1a\u7ea7AI\u5de5\u5177\u5728\u843d\u5730\u4e2d\u666e\u904d\u5b58\u5728\u7684\u75db\u70b9\uff1a\u613f\u666f\u5b8f\u5927\uff0c\u4f46\u54cd\u5e94\u8fdf\u7f13\u3001\u96c6\u6210\u751f\u786c\u3001\u7ed3\u679c\u4e0d\u53ef\u63a7\uff0c\u5bfc\u81f4\u5b9e\u9645\u6548\u7387\u589e\u76ca\u4e0d\u53ca\u9884\u671f\u3002o11\u7684\u7b56\u7565\u806a\u660e\u800c\u805a\u7126\uff1a\u653e\u5f03\u5927\u800c\u5168\u7684\u901a\u7528\u52a9\u624b\u53d9\u4e8b\uff0c\u6df1\u8015\u5fae\u8f6fOffice\u8fd9\u4e00\u7edd\u5bf9\u4e3b\u6d41\u7684\u529e\u516c\u573a\u666f\uff0c\u627f\u8bfa\u201c\u79d2\u7ea7\u201d\u64cd\u4f5c\u3002\u8fd9\u770b\u4f3c\u6536\u655b\uff0c\u5b9e\u5219\u76f4\u51fb\u8981\u5bb3\u2014\u2014\u5b83\u7784\u51c6\u7684\u662f\u7528\u6237\u6700\u9891\u7e41\u3001\u6700\u611f\u75b2\u60eb\u7684\u201c\u673a\u68b0\u6027\u5fd9\u788c\u201d\uff0c\u8bd5\u56fe\u5c06AI\u4ece\u201c\u5076\u5c14\u54a8\u8be2\u7684\u53c2\u8c0b\u201d\u53d8\u4e3a\u201c\u65e0\u7f1d\u5d4c\u5165\u5de5\u4f5c\u6d41\u7684\u745e\u58eb\u519b\u5200\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u6df1\u5ea6\u4f9d\u8d56\u5fae\u8f6f\u751f\u6001\u65e2\u662f\u62a4\u57ce\u6cb3\u4e5f\u662f\u5929\u82b1\u677f\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8eG Suite\u7684\u8be2\u95ee\u5df2\u66b4\u9732\u51fa\u7528\u6237\u5bf9\u8de8\u5e73\u53f0\u80fd\u529b\u7684\u672c\u80fd\u671f\u5f85\u3002\u5176\u6b21\uff0c\u201cActually Works\u201d\u7684\u627f\u8bfa\u5c06\u627f\u53d7\u6700\u4e25\u82db\u7684\u68c0\u9a8c\uff0c\u5728Excel\u590d\u6742\u6570\u636e\u5904\u7406\u3001PPT\u4e13\u4e1a\u8bbe\u8ba1\u7b49\u573a\u666f\u4e0b\uff0cAI\u8f93\u51fa\u7684\u53ef\u9760\u6027\u4e0e\u4e13\u4e1a\u6027\u5c06\u662f\u5176\u53e3\u7891\u7684\u751f\u547d\u7ebf\u3002\u6700\u540e\uff0c\u5728\u5fae\u8f6f\u81ea\u8eab\u6b63\u5168\u529b\u63a8\u8fdbCopilot\u6df1\u5ea6\u6574\u5408\u7684\u80cc\u666f\u4e0b\uff0co11\u8fd9\u7c7b\u7b2c\u4e09\u65b9\u5de5\u5177\u5fc5\u987b\u6301\u7eed\u8bc1\u660e\u5176\u4e0d\u53ef\u66ff\u4ee3\u6027\uff0c\u65e0\u8bba\u662f\u5728\u901f\u5ea6\u3001\u6210\u672c\u8fd8\u662f\u7279\u5b9a\u573a\u666f\u7684\u4f18\u5316\u6df1\u5ea6\u4e0a\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u66ff\u4ee3Copilot\u201d\uff0c\u800c\u5728\u4e8e\u4ee5\u66f4\u8f7b\u91cf\u3001\u66f4\u5c16\u9510\u7684\u59ff\u6001\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u201c\u6b64\u523b\u5c31\u80fd\u7528\u4e0a\u4e14\u9ad8\u6548\u201d\u7684\u9009\u9879\uff0c\u4ece\u800c\u5012\u903c\u6574\u4e2a\u5e02\u573a\u66f4\u5173\u6ce8\u5b9e\u9645\u6548\u7528\u800c\u975e\u6982\u5ff5\u7092\u4f5c\u3002\u5176\u6210\u8d25\uff0c\u5c06\u662f\u5bf9AI\u5de5\u5177\u201c\u4ea7\u54c1\u5316\u201d\u80fd\u529b\u800c\u975e\u201c\u6280\u672f\u5316\u201d\u6f14\u793a\u7684\u4e00\u6b21\u5173\u952e\u6d4b\u8bd5\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">o11<\/span>\n <\/div>\n<div class=\"comment-content\">Unlock extreme productivity within the Microsoft 365 suite using o11’s AI add-ins. Build or edit anything in Excel, Powerpoint, and Word in mere seconds. Use for free today.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt,<\/p>\n<p>We built this for power users that want to move fast within the Microsoft 365 suite. We use o11 daily to aid us with various tasks and it takes care of it all in seconds. Try our product out and let us know what you think!<\/p>\n<p>What will you guys use o11 for?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aryaho11\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aryaho11<\/a> congrats on the launch! Will you launch for G Suite as well? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch \u2014 o11 looks like a sharp, focused way to get real AI leverage inside everyday Microsoft 365 workflows.\u200b<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Bold tagline love it \ud83d\ude04. The idea of actually supercharging Excel\/PowerPoint\/Word with fast, reliable AI is huge. If it really cuts the busywork inside 365, that\u2019s an instant productivity win. Curious to see how deep the integrations go.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/A7JAEECSHY4QEP\" class=\"app-title\">Bloka<\/a><\/p>\n<div class=\"one-liner\">AI turns any object into your focus trigger<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">86<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5229\u7528AI\u7269\u4f53\u8bc6\u522b\u6280\u672f\uff0c\u5c06\u4efb\u610f\u5b9e\u4f53\u7269\u54c1\uff08\u5982\u7b14\u8bb0\u672c\u7535\u8111\u3001\u5496\u5561\u676f\uff09\u8f6c\u5316\u4e3a\u201c\u4e13\u6ce8\u5f00\u5173\u201d\u7684App\uff0c\u901a\u8fc7\u626b\u63cf\u7269\u54c1\u5373\u65f6\u9501\u5b9a\u6216\u89e3\u9501\u5206\u5fc3\u5e94\u7528\uff0c\u5728\u9700\u8981\u6df1\u5ea6\u5de5\u4f5c\u7684\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u521b\u9020\u4e86\u4e00\u4e2a\u4f4e\u95e8\u69db\u3001\u96f6\u786c\u4ef6\u7684\u7269\u7406\u4eea\u5f0f\uff0c\u4ee5\u5bf9\u6297\u610f\u5fd7\u529b\u6d88\u8017\u548c\u8f6f\u4ef6\u5c4f\u853d\u6613\u88ab\u7ed5\u8fc7\u7684\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/bbc2f307-89d8-4a07-81dd-7bc69ddc72c6.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/MEsAyjOxe7o?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/MEsAyjOxe7o?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5323a8f7-8b99-4444-9490-cbbe0bba1601.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51941c65-773b-4e39-abb1-ab77bacab21b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/071d07e1-4bdf-4afb-b36a-d7a1a802b0bd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a29b6b40-ab13-443f-95cb-458cde021545.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bed6ffb4-f9ad-464a-ab3c-e5190c4d1592.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e13\u6ce8\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">AI\u7269\u4f53\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u7269\u7406\u4eea\u5f0f<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u5c4f\u853d<\/span><br \/>\n <span class=\"tag\">\u65e0\u786c\u4ef6\u65b9\u6848<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u5fc3\u7406\u5c4f\u969c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5c06\u4e13\u6ce8\u884c\u4e3a\u8f6c\u5316\u4e3a\u7269\u7406\u4eea\u5f0f\u7684\u521b\u65b0\u7406\u5ff5\uff0c\u8ba4\u4e3a\u8fd9\u8d85\u8d8a\u4e86\u5355\u7eaf\u4f9d\u8d56\u610f\u5fd7\u529b\u7684\u8f6f\u4ef6\u5c4f\u853d\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1\uff09\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u521b\u9020\u201c\u6709\u610f\u8bc6\u7684\u6682\u505c\u201d\u800c\u975e\u5355\u7eaf\u5c01\u9501\uff1b2\uff09\u4e0e\u9700\u8d2d\u4e70\u786c\u4ef6\u7684\u65b9\u6848\uff08\u5982NFC\u6807\u7b7e\uff09\u76f8\u6bd4\uff0c\u5229\u7528\u73b0\u6709\u7269\u54c1\u66f4\u5177\u4fbf\u6377\u6027\u548c\u8da3\u5473\u6027\uff1b3\uff09\u671f\u5f85\u5f3a\u5316\u6a21\u5f0f\u5207\u6362\u65f6\u7684\u611f\u5b98\u53cd\u9988\uff08\u5982\u89e6\u89c9\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Bloka\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u6ca1\u6709\u5728\u201c\u5c4f\u853d\u5f3a\u5ea6\u201d\u7684\u7ea2\u6d77\u7ade\u4e89\u4e2d\u7ee7\u7eed\u5185\u5377\uff0c\u800c\u662f\u5de7\u5999\u5730\u5207\u6362\u4e86\u6218\u573a\uff1a\u4ece\u201c\u8f6f\u4ef6\u5bf9\u6297\u201d\u8f6c\u5411\u201c\u884c\u4e3a\u5e72\u9884\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ea7\u54c1\u5e76\u975e\u90a3\u4e2a\u8bc6\u522b\u7269\u4f53\u7684AI\u6a21\u578b\uff0c\u800c\u662f\u88ab\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u201c\u7269\u7406\u4eea\u5f0f\u201d\u3002\u8fd9\u4e2a\u4eea\u5f0f\u611f\uff0c\u6784\u6210\u4e86\u4e00\u4e2a\u4f4e\u6210\u672c\u7684\u201c\u542f\u52a8\u6469\u64e6\u201d\uff0c\u5176\u5fc3\u7406\u4ef7\u503c\u8fdc\u5927\u4e8e\u6280\u672f\u4ef7\u503c\u2014\u2014\u5b83\u6253\u65ad\u4e86\u65e0\u610f\u8bc6\u6293\u53d6\u624b\u673a\u7684\u884c\u4e3a\u81ea\u52a8\u9a7e\u9a76\u72b6\u6001\uff0c\u7528\u4e00\u6b21\u626b\u63cf\u52a8\u4f5c\u5f3a\u8feb\u7528\u6237\u8fdb\u884c\u610f\u56fe\u58f0\u660e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u77db\u76fe\u4e5f\u690d\u6839\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u5176\u6548\u679c\u9ad8\u5ea6\u4f9d\u8d56\u7528\u6237\u5bf9\u81ea\u6211\u89c4\u5219\u7684\u201c\u8bda\u4fe1\u9075\u5b88\u201d\uff0c\u672c\u8d28\u4e0a\u4ecd\u662f\u4e00\u79cd\u57fa\u4e8e\u627f\u8bfa\u7684\u673a\u5236\u3002\u5f53\u7d27\u6025\u60c5\u51b5\u6216\u5f3a\u70c8\u51b2\u52a8\u51fa\u73b0\u65f6\uff0c\u7528\u6237\u5b8c\u5168\u53ef\u4ee5\u8f7b\u6613\u9009\u62e9\u4e0d\u6267\u884c\u626b\u63cf\u4eea\u5f0f\uff0c\u6216\u76f4\u63a5\u5378\u8f7d\u5e94\u7528\u3002\u5176\u6b21\uff0c\u5c06\u624b\u673a\u672c\u8eab\u65e2\u4f5c\u4e3a\u201c\u9501\u201d\u53c8\u4f5c\u4e3a\u201c\u88ab\u9501\u5bf9\u8c61\u201d\uff0c\u5b58\u5728\u6839\u672c\u6027\u7684\u573a\u666f\u6096\u8bba\uff1a\u82e5\u9700\u7528\u624b\u673a\u626b\u63cf\u5496\u5561\u676f\u6765\u9501\u5b9a\u793e\u4ea4\u5e94\u7528\uff0c\u610f\u5473\u7740\u624b\u673a\u5fc5\u987b\u5904\u4e8e\u53ef\u968f\u65f6\u53d6\u7528\u7684\u72b6\u6001\uff0c\u8fd9\u672c\u8eab\u5c31\u53ef\u80fd\u6210\u4e3a\u5206\u5fc3\u6e90\u5934\u3002\u5c3d\u7ba1\u521b\u59cb\u4eba\u63d0\u53ca\u201c\u624b\u673a\u653e\u53e6\u4e00\u623f\u95f4\u6709\u6548\u201d\u7684\u6d1e\u5bdf\uff0c\u4f46Bloka\u5e76\u672a\u89e3\u51b3\u201c\u5de5\u4f5c\u4ecd\u9700\u7528\u624b\u673a\u201d\u7684\u6838\u5fc3\u77db\u76fe\uff0c\u53ea\u662f\u5c06\u5176\u7f8e\u5316\u6210\u4e86\u4e00\u4e2a\u4eea\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u672a\u6765\u4ef7\u503c\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u6210\u4e3a\u575a\u4e0d\u53ef\u6467\u7684\u201c\u9501\u201d\uff0c\u800c\u5728\u4e8e\u6210\u4e3a\u884c\u4e3a\u8bbe\u8ba1\u7684\u201c\u63d0\u793a\u5668\u201d\u3002\u4e0e\u5176\u8ffd\u6c42\u65e0\u6cd5\u903e\u8d8a\u7684\u5c4f\u853d\uff0c\u4e0d\u5982\u6df1\u8015\u5982\u4f55\u8ba9\u8fd9\u4e2a\u201c\u4eea\u5f0f\u201d\u66f4\u5177\u610f\u4e49\u611f\u548c\u4e2a\u6027\u5316\uff0c\u4f8b\u5982\u4e0e\u4e13\u6ce8\u65f6\u957f\u7edf\u8ba1\u3001\u73af\u5883\u60c5\u666f\uff08\u8bc6\u522b\u4e0d\u540c\u7269\u4f53\u8fdb\u5165\u4e0d\u540c\u6a21\u5f0f\uff09\u66f4\u6df1\u5ea6\u7ed3\u5408\uff0c\u4ece\u201c\u5c4f\u853d\u5de5\u5177\u201d\u8f6c\u578b\u4e3a\u201c\u4e13\u6ce8\u4f34\u4fa3\u201d\u3002\u5426\u5219\uff0c\u65b0\u9c9c\u611f\u8fc7\u540e\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u6570\u5b57\u6781\u7b80\u4e3b\u4e49\u8005\u5728\u4e66\u684c\u4e0a\u6446\u653e\u7684\u53c8\u4e00\u4e2a\u201c\u5b89\u6170\u5242\u201d\u6309\u94ae\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Bloka<\/span>\n <\/div>\n<div class=\"comment-content\">Bloka uses AI object recognition to turn everyday items into focus triggers. Point your camera at your laptop, coffee mug, or a book \u2014 Bloka recognizes it and instantly blocks apps like Instagram, TikTok, and YouTube. Scan again to unlock. Unlike blockers that rely on willpower or expensive hardware, Bloka creates a physical ritual with zero setup. No NFC tags to buy, no devices to charge. Just pick any object and start focusing. Your environment becomes your accountability partner.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone! \ud83d\udc4b<br \/>\nI’m Luca, the maker of Bloka. Like most of you, I’ve tried every focus app out there \u2014 screen time limits, app blockers, you name it. They all failed me because bypassing them was too easy. There’s no friction when it’s just a toggle on the same device distracting you.<br \/>\nThen I noticed something: the physical act of putting my phone in another room actually worked. The problem? I still needed my phone for work.<br \/>\nSo I built Bloka. It started with NFC tags \u2014 tap to block, tap to unlock. Simple and effective. But people kept asking “what if I don’t have a tag with me?” Fair point.<br \/>\nThat’s when I added AI object recognition. Now any object around you can become your “focus switch.” Point your camera at your laptop, a book, or your coffee mug \u2014 Bloka recognizes it and blocks your distracting apps instantly. Scan the same object again to unblock. No hardware to buy, just whatever’s already on your desk.<br \/>\nIt sounds almost too simple, but that’s the point. The physical ritual creates a psychological barrier that pure software can’t match.<br \/>\nI’d love your feedback \u2014 what features would make this more useful for you? And happy to answer any questions!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@luca_flati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luca_flati<\/a> Love the idea of turning <em>focus<\/em> into a physical ritual instead of a setting.<\/p>\n<p>Curious if you\u2019ve noticed a difference between blocking distractions and making people more aware of what they\u2019re about to do next.<\/p>\n<p>It feels like the object isn\u2019t just a lock, but a moment of intentional pause \u2013 which might be the real behavior change here.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@dmitry_petrakov Love that you caught that, Dmitry. It’s definitely more about the awareness than the actual block. The goal is to break the ‘autopilot’ mode we all fall into when we reach for our phones. It’s less of a lock and more of a speed bump for the brain!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@luca_flati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luca_flati<\/a> I really like how this leans into behavior design instead of just stronger blocking.<br \/>The ritual aspect feels more important than the restriction itself.<\/p>\n<p>Did you experiment with adding any visual or haptic feedback to reinforce that moment of \u201cI\u2019m entering focus mode\u201d?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love that it doesn\u2019t just rely on willpower. Using a real object as a focus trigger actually makes it feel like a <em>ritual<\/em> rather than just another app blockers.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@mathews_simons Spot on, Mathews! Willpower is a finite resource, and most app blockers fail because they ask you to use even more of it to stay disciplined.<\/p>\n<p>By shifting the burden to a physical ritual, you\u2019re essentially automating the transition into deep work. It\u2019s less about ‘trying hard’ and more about ‘starting the ritual.’ If you had to pick one object on your desk right now to be your permanent ‘focus totem,’ what would it be?”<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Honestly this feels like magic just point my phone at my coffee mug and <em>boom<\/em> social apps are blocked. No more endless scrolling.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@eric_lens That ‘magic’ feeling is exactly what we were aiming for! \ud83e\ude84 There is something very satisfying about turning a morning staple like a coffee mug into a physical gatekeeper. It transforms a mundane habit into a clear signal to your brain that ‘it\u2019s time to work.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Haha, clever! and you seem like a Duolingo fan(I learned how to play chess there).<br \/>btw. my object would be \ud83d\udc47<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1c4f9f55-f9e9-4f3d-a199-08f2335c27e4.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jojo_li Haha, you caught us! Huge fans of the Duo bird over here. We figure if they can make people learn a language through gamification, we can use that same energy to help people actually get work done. And I\u2019m dying to know\u2014what\u2019s the object? The emoji is pointing to a mystery! \ud83d\udc47<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jojo_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jojo_li<\/a> Haha, that’s incredible! \ud83e\udd29 I love the stars in its eyes. It looks like it’s already in deep focus mode. If that\u2019s your focus trigger, I\u2019m 100% here for it. Does it have a name? Also, respect for learning chess on Duolingo\u2014that owl is a ruthless motivator!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve used Brick, which is effective for the reasons you mention–physical ritual to block\/unblock, becomes a positive habit. I love your approach to use AI to eliminate the need for the NFC tag, this really opens this concept up and adds an element of fun to it. I look forward to trying it out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jennifer_klepper That is great to hear, Jennifer! Brick definitely paved the way for showing how powerful a physical \u2018key\u2019 can be for focus.<br \/>\nThe big shift we wanted to make with Bloka was removing that dependency on a specific hardware tag. By using AI to let any personal object become your \u2018key,\u2019 we\u2019re hoping to make the ritual feel more personal and accessible\u2014plus, as you mentioned, there\u2019s something fun about choosing your own \u2018focus totem\u2019.<br \/>\nSince you\u2019ve used hardware-based blockers before, do you find that you prefer a dedicated device, or does the idea of turning a favorite desk object into your ‘lock’ feel more integrated into your workspace?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jennifer_klepper That is a fascinating constraint, Jennifer! You\u2019ve touched on a core ‘spatial’ psychology: if the key is too close to the keyboard, the friction disappears.<br \/>\nThe beauty of using AI instead of a dedicated NFC tag is that your ‘totem’ can be anything that fits your travel kit but stays tucked away\u2014maybe a specific souvenir, a small personal item or a piece of equipment you only keep in your luggage. It allows the ritual to travel with you without being ‘omnipresent’ on your desk.<br \/>\nSince you\u2019re a writer, I\u2019m curious: do you have a specific activity you do that signals the end of a writing session for you? That could be the perfect candidate for your ‘unlock’ totem!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HFTE4TIZNHMAFJ\" class=\"app-title\">TransMov<\/a><\/p>\n<div class=\"one-liner\">Convert, edit, and export videos & animations locally on Mac<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">84<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>TransMov\u662f\u4e00\u6b3e\u5728Mac\u4e0a\u672c\u5730\u8fd0\u884c\u7684\u89c6\u9891\u4e0e\u52a8\u753b\u5904\u7406\u5de5\u5177\uff0c\u6838\u5fc3\u89e3\u51b3\u8bbe\u8ba1\u5e08\u3001\u5f00\u53d1\u8005\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u9700\u8981\u5feb\u901f\u3001\u9690\u79c1\u5b89\u5168\u5730\u8f6c\u6362\u683c\u5f0f\u3001\u7f16\u8f91\u89c6\u9891\u53ca\u521b\u5efa\u52a8\u753b\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u590d\u6742\u4e13\u4e1a\u8f6f\u4ef6\u6216\u4e91\u7aef\u670d\u52a1\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/92337b02-76b2-4d08-a57d-2ecc1bb7be7e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a78ce6b7-6b17-40a8-9785-42e351b54cab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5128e59c-6ef6-45d0-bf26-ff35ebd02d4f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd3d16b2-12f2-4e08-a5a0-f2e44a60df9c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4343e90e-aec7-4d05-ba32-ac37fe0de5cc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d1fac8a2-27af-43b5-91a3-eb8c5664c793.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Animation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u52a8\u753b\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u683c\u5f0f\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">Mac\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u8fd0\u884c<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u53bb\u80cc\u666f<\/span><br \/>\n <span class=\"tag\">GIF\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u7f16\u8f91<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u4e3b\u52a8\u8bf4\u660ePro\u7248\u529f\u80fd\uff08\u53bb\u6c34\u5370\u3001\u65e0\u9650\u65f6\u957f\u7b49\uff09\u5e76\u8be2\u95ee\u7528\u6237\u5de5\u4f5c\u6d41\u504f\u597d\u3002\u7528\u6237\u6709\u7b80\u5355\u795d\u8d3a\uff0c\u4f46\u6709\u6548\u8bc4\u8bba\u8f83\u5c11\uff0c\u672a\u4f53\u73b0\u5b9e\u9645\u4f7f\u7528\u53cd\u9988\u6216\u5c16\u9510\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n TransMov\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7ec6\u5206\u5374\u5b9e\u9645\u5b58\u5728\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u5728Mac\u4e0a\u63d0\u4f9b\u96c6\u683c\u5f0f\u8f6c\u6362\u3001\u57fa\u7840\u7f16\u8f91\u4e0e\u52a8\u753b\u521b\u5efa\u4e8e\u4e00\u4f53\u7684\u672c\u5730\u5316\u5de5\u5177\u3002\u5176\u5ba3\u4f20\u7684\u201c\u9690\u79c1\u7b2c\u4e00\u201d\u548c\u201c\u672c\u5730\u8fd0\u884c\u201d\u76f4\u6307\u5f53\u524d\u7528\u6237\u5bf9\u6570\u636e\u5b89\u5168\u7684\u654f\u611f\u795e\u7ecf\uff0c\u5c24\u5176\u9488\u5bf9\u5904\u7406\u4e2d\u95f4\u7d20\u6750\u7684\u521b\u4f5c\u8005\uff0c\u8fd9\u662f\u4e00\u4e2a\u806a\u660e\u7684\u5dee\u5f02\u5316\u5356\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6838\u5fc3\u529f\u80fd\u7ec4\u5408\u7565\u663e\u201c\u7f1d\u5408\u201d\u3002APNG\/GIF\/WebP\u7684\u4e92\u8f6c\u4e0e\u9884\u89c8\u3001AI\u53bb\u80cc\u666f\uff0c\u6bcf\u4e00\u9879\u5728\u5e02\u573a\u4e0a\u5747\u6709\u72ec\u7acb\u6216\u5728\u7ebf\u5de5\u5177\u53ef\u66ff\u4ee3\u3002\u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5c06\u8fd9\u51e0\u9879\u4e2d\u5ea6\u9700\u6c42\u6253\u5305\uff0c\u63d0\u4f9b\u4e00\u79cd\u201c\u4e00\u7ad9\u5f0f\u201d\u7684\u4fbf\u5229\u6027\uff0c\u8bd5\u56fe\u5c06\u7528\u6237\u4ece\u591a\u4e2a\u6807\u7b7e\u9875\u6216\u7b28\u91cd\u4e13\u4e1a\u8f6f\u4ef6\u4e2d\u89e3\u653e\u51fa\u6765\u3002\u76ee\u6807\u7528\u6237\u201c\u4e0d\u60f3\u4f7f\u7528\u590d\u6742\u8bbe\u8ba1\u5de5\u5177\u201d\u7684\u5b9a\u4f4d\u6e05\u6670\uff0c\u4f46\u6311\u6218\u5728\u4e8e\uff0c\u8fd9\u7c7b\u7528\u6237\u7684\u9700\u6c42\u9891\u6b21\u548c\u4ed8\u8d39\u610f\u613f\u53ef\u80fd\u4e0d\u9ad8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u533a\u7684\u51b7\u6e05\u548c\u5f00\u53d1\u8005\u4e3b\u5bfc\u7684\u5bf9\u8bdd\u6765\u770b\uff0c\u4ea7\u54c1\u5c1a\u672a\u5f15\u53d1\u771f\u5b9e\u7528\u6237\u7684\u5f3a\u70c8\u5171\u9e23\u6216\u6df1\u5ea6\u8ba8\u8bba\u3002Pro\u7248\u7684\u89e3\u9501\u70b9\uff08\u53bb\u6c34\u5370\u3001\u65e0\u9650\u957f\u5ea6\uff09\u5c5e\u4e8e\u5de5\u5177\u7c7b\u5e94\u7528\u5e38\u89c1\u6a21\u5f0f\uff0c\u4f46\u201c\u9ad8\u7ea7\u8fb9\u7f18\u5904\u7406\u201d\u7b49\u672f\u8bed\u5bf9\u666e\u901a\u7528\u6237\u4e0d\u591f\u76f4\u89c2\u3002\u5176\u6210\u529f\u5173\u952e\u5728\u4e8e\u80fd\u5426\u7cbe\u51c6\u89e6\u8fbe\u90a3\u4e9b\u9891\u7e41\u5728\u89c6\u9891\u3001\u52a8\u56fe\u683c\u5f0f\u95f4\u5207\u6362\uff0c\u4e14\u5bf9\u6c34\u5370\u548c\u7f51\u7edc\u4e0a\u4f20\u96f6\u5bb9\u5fcd\u7684\u7279\u5b9a\u7fa4\u4f53\uff0c\u5982\u6280\u672f\u535a\u4e3b\u3001UI\/UX\u8bbe\u8ba1\u5e08\u6216\u793e\u533a\u8fd0\u8425\u8005\u3002\u82e5\u4e0d\u80fd\u5feb\u901f\u5efa\u7acb\u6838\u5fc3\u7528\u6237\u53e3\u7891\uff0c\u5b83\u5f88\u53ef\u80fd\u6df9\u6ca1\u5728Mac App Store\u6d77\u91cf\u7684\u5a92\u4f53\u5de5\u5177\u4e2d\u3002\u4ea7\u54c1\u601d\u8def\u6e05\u6670\uff0c\u4f46\u5e02\u573a\u7a7f\u900f\u529b\u6709\u5f85\u9a8c\u8bc1\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">TransMov<\/span>\n <\/div>\n<div class=\"comment-content\">Need professional video and animation processing on your Mac? \ud83c\udfac TransMov lets you create stunning animations, convert formats, and process media files \u2014 all locally and privacy-first. Key features: \u2022 Preview APNG, GIF, WebP with frame-by-frame navigation \u2022 Remove video backgrounds using AI or chroma key \u2022 Convert MP4\/MOV to APNG\/GIF\/WebP with cropping & custom export \u2022 Switch between APNG, GIF, WebP with quality control Perfect for designers, developers, and content creators.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Thanks for checking out TransMov! \ud83c\udfac <\/p>\n<p>Download it on the Mac App Store here: <a href=\"https:\/\/apps.apple.com\/us\/app\/transmov\/id6756703030?mt=12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/us\/app\/tr…<\/a><\/p>\n<p>Pro version unlocks:<br \/>\n\u2022 Unlimited video length<br \/>\n\u2022 Export APNG\/WebP\/GIF without watermark<br \/>\n\u2022 Custom output sizes & advanced edge processing<br \/>\n\u2022 Priority support<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Curious to hear what Mac tools you use for video-to-animation workflows \u2014 I\u2019d love your suggestions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great work, congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aspiiire\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aspiiire<\/a> Thanks so much! \ud83d\ude4c<br \/>I built TransMov mainly for developers and creators who need animations but don\u2019t want to deal with complex design tools.<br \/>Out of curiosity, do you usually work with GIFs, APNGs, or something else for animations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/7HVEHZZBHVZTSL\" class=\"app-title\">Web Accessibility Testing MCP<\/a><\/p>\n<div class=\"one-liner\"> Give LLMs access to web accessibility testing APIs<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">78<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3aLLMs\u63d0\u4f9b\u7f51\u9875\u65e0\u969c\u788d\u6d4b\u8bd5API\u63a5\u53e3\u7684MCP\u670d\u52a1\u5668\uff0c\u4f7fAI\u52a9\u624b\u80fd\u5728\u5f00\u53d1\u6d41\u7a0b\u4e2d\u81ea\u52a8\u68c0\u6d4b\u7f51\u7ad9\u5bf9WCAG\u6807\u51c6\u7684\u5408\u89c4\u6027\uff0c\u89e3\u51b3\u4eba\u5de5\u68c0\u6d4b\u6548\u7387\u4f4e\u3001\u6613\u9057\u6f0f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/93038c72-63fa-45d4-ad9f-122dbc56aa98.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=8nx9hnYqHqs\"><source src=\"https:\/\/www.youtube.com\/watch?v=8nx9hnYqHqs\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/309ba8a1-813f-4430-95b9-6e810401b4bb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/315233f7-03de-40a5-be19-23baace75337.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/933339a2-cf44-4d62-8a86-9fbfbce45a0b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Web Design<\/span><br \/>\n <span class=\"tag\">Inclusivity<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u65e0\u969c\u788d\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">WCAG\u5408\u89c4<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u53ef\u8bbf\u95ee\u6027<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u53cd\u9988\u8ba4\u4e3a\u8be5\u4ea7\u54c1\u8ba9LLM\u76f4\u63a5\u63a5\u5165\u6d4b\u8bd5API\uff0c\u662fAI\u4ee3\u7406\u5728\u5de5\u7a0b\u6d41\u7a0b\u4e2d\u53d8\u5f97\u771f\u6b63\u6709\u7528\u7684\u5173\u952e\u4e00\u6b65\uff0c\u7c7b\u6bd4\u4e86\u57fa\u7840\u8bbe\u65bd\u5de5\u5177\u9886\u57df\u7684\u7c7b\u4f3c\u589e\u76ca\u3002\u5f00\u53d1\u8005\u672c\u4eba\u8bc4\u8bba\u5206\u4eab\u4e86\u9879\u76ee\u7684\u521d\u6b65\u6210\u7ee9\u5e76\u5bfb\u6c42\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n A11y MCP \u7684\u4ea7\u54c1\u903b\u8f91\u6e05\u6670\u4e14\u5c16\u9510\uff1a\u5b83\u5e76\u975e\u76f4\u63a5\u9762\u5411\u7ec8\u7aef\u5f00\u53d1\u8005\uff0c\u800c\u662f\u9009\u62e9\u6210\u4e3aLLM\u7684\u201c\u611f\u5b98\u201d\u4e0e\u201c\u5de5\u5177\u624b\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u53c8\u4e00\u4e2aaxe-core\u7684\u5c01\u88c5\u5668\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u5c06\u201c\u7f51\u9875\u65e0\u969c\u788d\u6d4b\u8bd5\u201d\u8fd9\u4e00\u4e13\u4e1a\u4e14\u7e41\u7410\u7684\u68c0\u67e5\u70b9\uff0c\u65e0\u7f1d\u5d4c\u5165\u5230AI\u9a71\u52a8\u7684\u65e5\u5e38\u5f00\u53d1\u6d41\u4e2d\u3002\u8fd9\u9884\u793a\u7740\u4e00\u79cd\u8303\u5f0f\u8f6c\u53d8\u2014\u2014\u4ece\u201c\u5f00\u53d1\u8005\u4e3b\u52a8\u8fd0\u884c\u6d4b\u8bd5\u5de5\u5177\u201d\u5230\u201cAI\u5728\u4ee3\u7801\u7f16\u5199\u3001\u5185\u5bb9\u751f\u6210\u6216\u5ba1\u67e5\u65f6\uff0c\u5b9e\u65f6\u3001\u88ab\u52a8\u5730\u65bd\u52a0\u65e0\u969c\u788d\u7ea6\u675f\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n 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<\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Web Accessibility Testing MCP<\/span>\n <\/div>\n<div class=\"comment-content\">A11y MCP is an MCP (Model Context Protocol) server that gives LLMs access to web accessibility testing APIs. This server uses the Deque Axe-core API and Puppeteer to allow LLMs to analyze web content for WCAG compliance and identify accessibility issues.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Giving LLMs direct access to testing APIs is where agents start becoming genuinely useful in engineering workflows.<br \/>We\u2019ve seen similar gains when agents can safely act on infra and tooling while building GTWY<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@human_gtwy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@human_gtwy<\/a> thank you for your input!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! <\/p>\n<p>I’m excited to share the A11y MCP server: an MCP server that gives LLMs access to web accessibility testing APIs.<\/p>\n<p>This project has hit 8000+ downloads, ~50 stars on GitHub, and is verified by multiple MCP providers (Glama, MseeP). <\/p>\n<p>Would love your support so we can hit 10k downloads!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = 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