\n \n \n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-07<\/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 | 2026-01-07<\/h1>\n<p> <!-- \u5c55\u793aapp\u5361\u7247 --><\/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\/XURYYFD4PF77QV\" class=\"app-title\">LEGO SMART Play<\/a><\/p>\n<div class=\"one-liner\">Bringing LEGO creations to life like never before<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">289<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LEGO SMART Play\u901a\u8fc7\u5185\u7f6e\u4f20\u611f\u5668\u7684\u667a\u80fd\u79ef\u6728\uff0c\u5728\u65e0\u5c4f\u5e55\u7684\u5b9e\u4f53\u642d\u5efa\u573a\u666f\u4e2d\uff0c\u8ba9\u5b69\u5b50\u7684\u9759\u6001\u4e50\u9ad8\u4f5c\u54c1\u80fd\u6839\u636e\u52a8\u4f5c\u53d1\u51fa\u58f0\u97f3\u548c\u53cd\u5e94\uff0c\u89e3\u51b3\u4e86\u6570\u5b57\u65f6\u4ee3\u4e0b\u5b9e\u4f53\u73a9\u5177\u4e92\u52a8\u6027\u4e0d\u8db3\u3001\u5b69\u5b50\u8fc7\u5ea6\u4f9d\u8d56\u5c4f\u5e55\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b1a732bf-3cab-4520-9ec4-fb0641deb356.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/eOJx8nGi7IE\"><source src=\"https:\/\/www.youtube.com\/shorts\/eOJx8nGi7IE\" 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\/5bfefba2-4b87-4a59-8ff1-3133dbc2e064.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\/e5219243-cf24-426d-babc-c95104ad3382.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\/394e7aec-c542-4fac-8025-cc9cbb0833b4.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\/7b9a28ab-2544-4ca5-994e-23339e5f166b.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\/761754cb-1491-419a-a074-588aa51a2166.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\/322a19f9-39ed-4fc7-9236-ebfcec01e3d8.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\/1ba3fca7-b7cd-4fe8-9002-4c4138ee282b.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\/0f797349-2006-4312-9f67-6eec0af37d08.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\/6ff7569e-7c02-46f0-bd8d-7065b21e7dd2.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\/326d0c39-fa8e-47e8-8134-4913b989aeb1.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\/d5a0c06b-baba-45f9-ae2a-85336625739c.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\/c62df1dd-a6cd-41cb-b4f6-b50f18094532.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\">Kids<\/span><br \/>\n <span class=\"tag\">Games<\/span><br \/>\n <span class=\"tag\">Toys<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u667a\u80fd\u73a9\u5177<\/span><br \/>\n <span class=\"tag\">STEAM\u6559\u80b2<\/span><br \/>\n <span class=\"tag\">\u5b9e\u4f53\u4e92\u52a8<\/span><br \/>\n <span class=\"tag\">\u65e0\u5c4f\u5e55<\/span><br \/>\n <span class=\"tag\">\u4f20\u611f\u5668\u6280\u672f<\/span><br \/>\n <span class=\"tag\">\u4e50\u9ad8\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u6fc0\u53d1<\/span><br \/>\n <span class=\"tag\">\u53cd\u9988\u5faa\u73af<\/span><br \/>\n <span class=\"tag\">\u6000\u65e7\u521b\u65b0<\/span><br \/>\n <span class=\"tag\">\u513f\u7ae5\u79d1\u6280<\/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\u201c\u9690\u5f62\u6280\u672f\u201d\u548c\u65e0\u5c4f\u5e55\u4e92\u52a8\u7406\u5ff5\uff0c\u8ba4\u4e3a\u80fd\u6df1\u5316\u5b9e\u4f53\u8fde\u63a5\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\u7535\u6c60\u7eed\u822a\u3001\u5145\u7535\u65b9\u5f0f\u3001\u4f20\u611f\u5668\u6280\u672f\u539f\u7406\uff08\u5982\u5982\u4f55\u533a\u5206\u52a8\u4f5c\uff09\u3001\u4e0e\u65e7\u5957\u4ef6\u517c\u5bb9\u6027\uff0c\u4ee5\u53ca\u901a\u4fe1\u534f\u8bae\u662f\u5426\u5f00\u653e\uff08\u5b9e\u4e3a\u5c01\u95ed\u7684BrickNet\u534f\u8bae\uff09\u7b49\u65b9\u9762\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 LEGO SMART Play\u5e76\u975e\u4e00\u6b21\u7b80\u5355\u7684\u6280\u672f\u53e0\u52a0\uff0c\u800c\u662f\u4e00\u573a\u9488\u5bf9\u201c\u5b9e\u4f53\u73a9\u5177\u5b58\u5728\u610f\u4e49\u201d\u7684\u7cbe\u51c6\u9632\u5fa1\u4e0e\u4ef7\u503c\u91cd\u5851\u3002\u5728\u513f\u7ae5\u6ce8\u610f\u529b\u88ab\u5c4f\u5e55\u541e\u566c\u7684\u65f6\u4ee3\uff0c\u4e50\u9ad8\u796d\u51fa\u7684\u201cSMART Brick\u201d\u672c\u8d28\u662f\u4e00\u679a\u201c\u53bb\u5c4f\u5e55\u5316\u201d\u7684\u6954\u5b50\uff1a\u5b83\u7528\u6700\u8f7b\u91cf\u7684\u4f20\u611f\u5668\u548c\u97f3\u9891\u53cd\u9988\uff0c\u5728\u7269\u7406\u4e16\u754c\u6784\u5efa\u4e86\u4e00\u4e2a\u5373\u65f6\u3001\u4f4e\u95e8\u69db\u7684\u201c\u4ea4\u4e92\u5faa\u73af\u201d\u3002\u5176\u9ad8\u660e\u4e4b\u5904\u5728\u4e8e\u201c\u9690\u5f62\u201d\u2014\u2014\u6280\u672f\u670d\u52a1\u4e8e\u60f3\u8c61\uff0c\u800c\u975e\u4e3b\u5bb0\u6e38\u620f\u53d9\u4e8b\uff0c\u8fd9\u6070\u597d\u51fb\u4e2d\u4e86\u5f53\u4ee3\u5bb6\u957f\u5bf9\u201c\u79d1\u6280\u4fb5\u8680\u7ae5\u5e74\u201d\u7684\u6df1\u5c42\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5149\u9c9c\u6982\u5ff5\u4e0b\u6697\u85cf\u535a\u5f08\u3002\u4ea7\u54c1\u5f3a\u8c03\u201c\u517c\u5bb9\u73b0\u6709\u5957\u88c5\u201d\uff0c\u4f46\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5c01\u95ed\u534f\u8bae\uff08BrickNet\uff09\u7684\u63ed\u9732\uff0c\u66b4\u9732\u4e86\u4e50\u9ad8\u5728\u201c\u5f00\u653e\u201d\u4e0e\u201c\u751f\u6001\u63a7\u5236\u201d\u95f4\u7684\u5178\u578b\u6447\u6446\u3002\u8fd9\u867d\u4fdd\u969c\u4e86\u4f53\u9a8c\u4e0e\u5b89\u5168\uff0c\u5374\u4e5f\u627c\u6740\u4e86\u5982\u6781\u5ba2\u5bb6\u957f\u6240\u671f\u5f85\u7684\u3001\u4e0eMindstorms\u7b49\u5f00\u6e90\u5e73\u53f0\u8054\u52a8\u7684\u786c\u6838\u521b\u9020\u529b\u3002\u6b64\u5916\uff0c\u201c\u65e0\u5c4f\u5e55\u201d\u7684\u5356\u70b9\u5de7\u5999\u5730\u56de\u907f\u4e86\u5176\u5bf9\u667a\u80fd\u624b\u673a\/\u5e73\u677f\u4f5c\u4e3a\u6f5c\u5728\u201c\u97f3\u9891\u4e2d\u67a2\u201d\u7684\u4f9d\u8d56\u8d28\u7591\uff0c\u7535\u6c60\u4e0e\u8010\u4e45\u6027\u7b49\u73b0\u5b9e\u95ee\u9898\u5728\u521d\u671f\u72c2\u70ed\u540e\u5fc5\u5c06\u6d6e\u51fa\u6c34\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4e50\u9ad8\u7684\u771f\u6b63\u8d4c\u6ce8\uff0c\u662f\u5c06\u201c\u667a\u80fd\u201d\u5b9a\u4e49\u4e3a\u589e\u5f3a\u7269\u7406\u611f\u77e5\u7684\u201c\u89e6\u53d1\u5668\u201d\uff0c\u800c\u975e\u8fd0\u7b97\u6838\u5fc3\u3002\u5b83\u4e0d\u751f\u4ea7\u5185\u5bb9\uff0c\u800c\u662f\u50ac\u5316\u5b69\u5b50\u8111\u4e2d\u5df2\u6709\u7684\u6545\u4e8b\u3002\u82e5\u6210\u529f\uff0c\u5b83\u5c06\u5de9\u56fa\u4e50\u9ad8\u4f5c\u4e3a\u201c\u7ec8\u6781\u5b9e\u4f53\u73a9\u5177\u201d\u7684\u62a4\u57ce\u6cb3\uff1b\u82e5\u5931\u8d25\uff0c\u5219\u53ef\u80fd\u6ca6\u4e3a\u4e00\u9053\u4ecb\u4e8e\u4f20\u7edf\u79ef\u6728\u548c\u6602\u8d35\u7535\u5b50\u73a9\u5177\u4e4b\u95f4\u7684\u5c34\u5c2c\u4e2d\u95f4\u6001\u3002\u5176\u6210\u8d25\u5173\u952e\uff0c\u5728\u4e8e\u8fd9\u4e9b\u667a\u80fd\u79ef\u6728\u80fd\u5426\u50cf\u7ecf\u5178\u79ef\u6728\u4e00\u6837\uff0c\u7ecf\u5f97\u8d77\u65e0\u6570\u6b21\u62c6\u5378\u3001\u91cd\u7ec4\u4e0e\u60f3\u8c61\u529b\u7684\u66b4\u529b\u6d4b\u8bd5\uff0c\u4ece\u800c\u8bc1\u660e\u201c\u667a\u80fd\u201d\u662f\u8d4b\u6743\uff0c\u800c\u975e\u67b7\u9501\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\">LEGO SMART Play<\/span>\n <\/div>\n<div class=\"comment-content\">Powered by the new SMART Brick, this platform brings creations to life using sensors to react to movement and play. It is screen-free and compatible with existing sets.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>My wife has a background in education, so I’ve always been fascinated by how “play” is evolving for the next generation in this AI era. LEGO calls this <em>“one of the most significant evolutions in the LEGO System-in-Play since the introduction of the LEGO Minifigure in 1978.”<\/em><\/p>\n<p>The most fascinating part is how it turns intangible imagination into something audible and tangible. Instead of staring at an iPad to get the “magic,” the technology is invisible and embedded right inside the brick.<\/p>\n<p>It encourages kids to look at their creation, not through a phone. The SMART Brick creates a feedback loop: you move it, it reacts. It really deepens the physical connection rather than replacing it.<\/p>\n<p>Imagine hearing a TIE Fighter actually scream when you swoosh it through the air? That is just cool \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/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\">@zaczuo \u201cintangible imagination into something audible and tangible\u201d – that is an eloquent characterization of this innovation. It will be fascinating to see how young minds use this innovation to complement the sound effects they already do themselves as they swish a little figure around or crash a Lego car<\/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 think that this company will be alive forever. They are loved by many age categories and this makes them immortal!<\/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\">@busmark_w_nika i also use it, all the way from kenya<\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> I had one wish when I was a kid. To always play with lego and always be listening to Michael Jackon. And im still playing with lego. Just different bricks. As for MJ. Whanna be startn smth…\ud83d\udd7a<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Embedding the tech right inside the brick makes it so seamless. ‘Invisible technology’ is the best kind. \u2728 However, with audio and sensors running, what is the battery life expectancy for a typical play session, and is the battery rechargeable via USB-C or inductive charging?<\/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=\"comment-item\">\n<div class=\"comment-content\">\n<p>LEGO + Jurassic Park hits the nostalgia button. The TT Games humor usually lands. Curious how the new SMART Brick stuff fits here\u2014screen-free sensors with a WB game? If it links physical sets with game scenes, I\u2019m in. Also, humming the JP theme now.<\/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>I hope that soon we\u2019ll be able to see the new LEGO in action – on display in LEGO stores, wow! \ud83d\ude0d<\/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>This sounds like the future of physical play! The idea of a ‘feedback loop’ based on movement is brilliant. I’m curious about the sensor tech inside the Smart Brick\u2014is it using a combination of accelerometers and gyroscopes to distinguish between a ‘swoosh’ (flying) and a ‘stomp’ (T-Rex walking)?<\/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>My niece loves Legos, this is a such a great update! Can’t wait to get here one of these so she can start building more interactive scenarios<\/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 played with LEGOs many years ago, Then I graduated to the Expert Builder LEGOs with gears and even an electic motor. I would have loved to have these capabilities with LEGOs!<\/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>OMG LEGO Jurassic World looks incredible! Love the idea of reliving all the movies in LEGO form. How does the SMART Brick interact with older, non-electronic LEGO sets? So cool!<\/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>Love this, very cool. Lego Mindstorms was my first introduction to robotics, and of course, this is a little different. <\/p>\n<p>But it would be cool to see these new bricks integrate with Mindstorms boards for customising the behaviour.<\/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 am 46 years old and now I know what I want for my 47th birthday :-).<br \/>Looks like I will go back to my children years.<\/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 love the video. lol. I feel like I really need to see this in action to full comprehend what it can do. <\/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 protocol do you use there? Is it BLE, so we can easily attach it to external systems? Or is it some proprietary protocol?<\/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> It uses a proprietary protocol called <a href=\"https:\/\/techcrunch.com\/2026\/01\/05\/lego-smart-bricks-introduce-a-new-way-to-build-and-they-dont-require-screens\/#:~:text=Lego%20also%20developed%20a%20Bluetooth%2Dbased%20protocol%20called%20BrickNet%2C\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>BrickNet<\/strong><\/a>.<\/p>\n<p>Technically it is built on Bluetooth hardware, but it is encrypted and runs as a closed mesh network. So it’s not a standard open BLE connection that we can easily hook into yet.<\/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\">This launch for Lego is perfect. It\u2019s new and exciting it\u2019s nostalgia and innovation. Super excited for it<\/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>That feedback loop you mentioned is such a good point. Kids reacting to the brick itself instead of a phone feels like the right direction.<\/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\/5P4FKBA3OBWBEJ\" class=\"app-title\">Conversation API<\/a><\/p>\n<div class=\"one-liner\"> Build chatbots with memory using just an API<\/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\u63d0\u4f9b\u5bf9\u8bdd\u8bb0\u5fc6\u4e0e\u72b6\u6001\u7ba1\u7406\u7684API\u670d\u52a1\uff0c\u4f7f\u5f00\u53d1\u8005\u65e0\u9700\u6784\u5efa\u540e\u7aef\u57fa\u7840\u8bbe\u65bd\uff0c\u5373\u53ef\u5feb\u901f\u4e3a\u4ea7\u54c1\u6dfb\u52a0\u5177\u5907\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u7684AI\u804a\u5929\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u4e2d\u5c0f\u56e2\u961f\u548c\u4f4e\u4ee3\u7801\u5f00\u53d1\u8005\u5728\u96c6\u6210AI\u804a\u5929\u65f6\u9762\u4e34\u7684\u57fa\u7840\u8bbe\u65bd\u590d\u6742\u3001\u8fed\u4ee3\u7f13\u6162\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/82b89f11-e317-4034-9fb6-8e985b94a711.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=F97pQVTiQsQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=F97pQVTiQsQ\" 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\/183b3a9f-638a-4bc7-8356-7a11596adf92.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\/cf6b044d-e9f7-4b1b-b16f-9f166b93c2b2.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\/3580db43-3291-4a2d-aecc-2af04fcf0e16.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\/69f90b8a-b904-4d98-9c82-6ec33dbb6682.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\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u804a\u5929API<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u8bb0\u5fc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u65e0\u540e\u7aef\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u72b6\u6001\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u8fed\u4ee3<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u673a\u5668\u4eba<\/span><br \/>\n <span class=\"tag\">\u57fa\u7840\u8bbe\u65bd\u62bd\u8c61<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1\u6548\u7387<\/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\u89e3\u51b3\u201c\u6a21\u578b\u5916\u590d\u6742\u6027\u201d\u7684\u4ef7\u503c\uff0c\u7279\u522b\u662f\u5bf9\u4f4e\u4ee3\u7801\/\u521d\u521b\u56e2\u961f\u7684\u5438\u5f15\u529b\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u957f\u5bf9\u8bdd\u5904\u7406\u3001\u7248\u672c\u7ba1\u7406\u3001\u6570\u636e\u5206\u6790\u3001\u6210\u672c\u9884\u6d4b\u3001\u5ba2\u6237\u7aef\u4f1a\u8bdd\u6301\u4e45\u5316\u53ca\u6570\u636e\u5bfc\u51fa\/\u9501\u5b9a\u98ce\u9669\u3002\u5f00\u53d1\u8005\u56de\u5e94\u6e05\u6670\uff0c\u5f3a\u8c03\u4e86\u7248\u672c\u9694\u79bb\u3001\u6570\u636e\u53ef\u5bfc\u51fa\u6027\u548c\u751f\u4ea7\u73af\u5883\u53ef\u89c1\u6027\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 Conversation API \u7684\u5b9e\u8d28\uff0c\u662f\u5c06AI\u804a\u5929\u529f\u80fd\u4e2d\u201c\u80ae\u810f\u4f46\u5fc5\u8981\u201d\u7684\u540e\u53f0\u5de5\u4f5c\u2014\u2014\u72b6\u6001\u6301\u4e45\u5316\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u7248\u672c\u63a7\u5236\u2014\u2014\u5546\u54c1\u5316\u3002\u5b83\u654f\u9510\u5730\u5207\u4e2d\u4e86\u4e00\u4e2a\u5e02\u573a\u7f1d\u9699\uff1a\u4f17\u591a\u6e34\u671bAI\u80fd\u529b\u4f46\u53d7\u5236\u4e8e\u5de5\u7a0b\u8d44\u6e90\u7684\u4e2d\u5c0f\u56e2\u961f\u3002\u5176\u201c\u53ea\u9700\u4e00\u4e2aconversation_id\u201d\u7684\u627f\u8bfa\u6781\u5177\u8bf1\u60d1\u529b\uff0c\u672c\u8d28\u662f\u552e\u5356\u201c\u5f00\u53d1\u901f\u5ea6\u201d\u4e0e\u201c\u5de5\u7a0b\u786e\u5b9a\u6027\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u6697\u542b\u53cc\u91cd\u4f9d\u8d56\uff1a\u4e00\u662f\u5bf9\u4e0a\u6e38\u5927\u6a21\u578bAPI\u7684\u4f9d\u8d56\uff0c\u81ea\u8eab\u6210\u4e3a\u201c\u5957\u5a03\u5f0f\u201d\u7684\u4e2d\u95f4\u4ef6\uff1b\u4e8c\u662f\u53ef\u80fd\u5f15\u53d1\u7528\u6237\u5bf9\u81ea\u8eab\u6570\u636e\u6301\u4e45\u5316\u670d\u52a1\u7684\u4f9d\u8d56\uff0c\u5c3d\u7ba1\u627f\u8bfa\u6570\u636e\u53ef\u5bfc\u51fa\uff0c\u4f46\u6df1\u5ea6\u96c6\u6210\u540e\u7684\u8fc1\u79fb\u6210\u672c\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u8f6f\u9501\u5b9a\u3002\u4ea7\u54c1\u7684\u957f\u671f\u4ef7\u503c\u4e0d\u5728\u4e8e\u5b58\u50a8\u5bf9\u8bdd\u5386\u53f2\uff0c\u800c\u5728\u4e8e\u5176\u627f\u8bfa\u7684\u201c\u7aef\u5230\u7aefAI\u7ba1\u7406\u201d\uff1a\u7248\u672c\u63a7\u5236\u3001\u751f\u4ea7\u76d1\u63a7\u3001RAG\u96c6\u6210\u3002\u82e5\u8fd9\u4e9b\u5de5\u5177\u94fe\u8db3\u591f\u5f3a\u5927\uff0c\u80fd\u771f\u6b63\u5c06\u4ea7\u54c1\u7ecf\u7406\u4ece\u5bf9\u5de5\u7a0b\u56e2\u961f\u7684\u4f9d\u8d56\u4e2d\u89e3\u653e\uff0c\u5b9e\u73b0AI\u529f\u80fd\u7684\u654f\u6377\u8fed\u4ee3\u4e0e\u6570\u636e\u9a71\u52a8\u4f18\u5316\uff0c\u5b83\u4fbf\u4ece\u7b80\u5355\u7684\u201c\u5b58\u50a8API\u201d\u5347\u7ea7\u4e3a\u201cAI\u529f\u80fd\u8fd0\u7ef4\u5e73\u53f0\u201d\uff0c\u8fd9\u624d\u662f\u5176\u9ad8\u58c1\u5792\u6240\u5728\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u98ce\u9669\u5728\u4e8e\uff0c\u5176\u89e3\u51b3\u7684\u95ee\u9898\u867d\u75db\uff0c\u4f46\u6280\u672f\u58c1\u5792\u5e76\u975e\u9ad8\u4e0d\u53ef\u6500\uff0c\u6613\u53d7\u5927\u578b\u4e91\u670d\u52a1\u5546\u6216\u5f00\u6e90\u65b9\u6848\u6324\u538b\u3002\u5b83\u7684\u6210\u529f\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u6613\u7528\u6027-\u7075\u6d3b\u6027-\u6210\u672c\u201d\u4e09\u89d2\u4e2d\u627e\u5230\u6700\u4f73\u5e73\u8861\uff0c\u5e76\u5feb\u901f\u6784\u5efa\u8d77\u56f4\u7ed5AI\u5de5\u4f5c\u6d41\u7ba1\u7406\u7684\u751f\u6001\u62a4\u57ce\u6cb3\uff0c\u800c\u975e\u4ec5\u4ec5\u4f5c\u4e3a\u4e00\u4e2a\u4fbf\u5229\u7684\u5bf9\u8bdd\u7f13\u5b58\u5c42\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\">Conversation API<\/span>\n <\/div>\n<div class=\"comment-content\">Building AI chat features often means too much complexity \u2014 SDKs, databases, and infrastructure \u2014 just to support conversations and memory. Conversations API removes that overhead. Build stateful AI chat without managing backend systems. All chat data is stored for you \u2014 you only keep the conversation_id. What it helps with \u2013 AI chat memory & state \u2013 Faster prompt iteration \u2013 No backend setup \u2013 Ideal for low-code builders Built after helping builders stuck on AI chat infra instead of product.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<br \/>\nI built Conversations API after repeatedly helping people integrate AI chat into their products.<\/p>\n<p>The common problem wasn\u2019t models \u2014 it was everything around them:<br \/>\nconversation memory, storage, infra, and slow iteration cycles.<\/p>\n<p>This is a small, focused API that removes those blockers.<br \/>\nNo SDKs. No databases. No infra to manage.<\/p>\n<p>Happy to answer questions, explain design decisions, or hear what you\u2019re building.<br \/>\n<a href=\"https:\/\/amarsia.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/amarsia.com<\/a><br \/>\n<a href=\"https:\/\/www.amarsia.com\/documentation#conversation-api\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.amarsia.com\/document…<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/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\/@anujkapasia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anujkapasia<\/a> This is super useful for low-code builders and startup teams. Not having to deal with all the chat infra and memory yourself is a big win. 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\/@anujkapasia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anujkapasia<\/a> This is a really clean abstraction.<\/p>\n<p>Most people underestimate how much complexity sits around AI chat \u2014 memory, state, infra, iteration speed.<\/p>\n<p>Love how you\u2019ve narrowed the problem and shipped something opinionated instead of another \u201cdo-everything\u201d layer.<\/p>\n<p>Curious to see how teams adopt this in production \ud83d\udc4f<\/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 clean! How do you handle long-running conversations as context grows? Do you summarize, chunk, or apply any memory pruning over 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <a href=\"https:\/\/www.producthunt.com\/@anujkapasia\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"anujkapasia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anujkapasia<\/a> \ud83c\udf89As a product manager who’s been through the pain of integrating chat features into our product, this resonates deeply. The “everything around the model” problem is so real \u2013 we spent 3 weeks just setting up conversation state management, storage, and context handling before we could even start iterating on the actual user experience. What I love about Conversation API:<\/p>\n<\/p>\n<ul>\n<li>\n<p>Just keep the conversation_id \u2013 this is brilliant. No schema migrations, no database setup, no infrastructure headaches.<\/p>\n<\/li>\n<li>\n<p>Faster iteration \u2013 being able to test different prompts without worrying about backend changes is exactly what product teams need during the exploration phase.<\/p>\n<\/li>\n<\/ul>\n<p>A few questions from a PM perspective:<\/p>\n<ol>\n<li>\n<p>Versioning: If I update my prompt logic, can I A\/B test different versions while keeping the same conversation history?<\/p>\n<\/li>\n<li>\n<p><a href=\"http:\/\/2.Analytics\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Analytics<\/a>: What visibility do I get into conversation quality? (e.g., average turns, drop-off points, user satisfaction signals)<\/p>\n<\/li>\n<li>\n<p>Cost predictability: How does pricing scale with conversation length and complexity? This is critical for product planning.<\/p>\n<\/li>\n<\/ol>\n<p>The “no glue code” promise is huge. We’ve wasted so much time on integration boilerplate that could’ve been spent on actual product value. Excited to try this out! \ud83d\ude80<\/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\/@amberjolie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amberjolie<\/a> Great questions!<\/p>\n<ol>\n<li>\n<p>Once a conversation starts, it\u2019s tied to a specific, committed version of your prompt + config. This keeps live conversations stable even if you later change or improve the workflow. New conversations automatically use the latest version.<\/p>\n<\/li>\n<li>\n<p>You get clear visibility into how the AI behaves in production. This was one of the core problems we started Amarsia to solve\u2014AI features often look fine in demos but break in real usage, and PMs don\u2019t know what changed or why.<\/p>\n<\/li>\n<li>\n<p>Plans have monthly token limits, and pricing is primarily token-based beyond that.<\/p>\n<\/li>\n<\/ol>\n<p>Totally agree with you\u2014the glue code and constant engineering dependency slow teams down and make it hard for product teams to iterate fast or clearly see what\u2019s driving real user value.<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>cool! \u2028I have already saw lots of nodoce or low code product, which they dont really let me just use with out understand code logic, THANKs you guys build this for low code creating<\/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\/@yoang_loo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yoang_loo<\/a> Thanks for the kind words Yoang.<br \/>I truly agree, I’ve seen so many people getting stuck on AI features and eventually needing either serious engineering help, specially for production releases.<\/p>\n<p>We’re trying to provide a solid foundation so not everyone have to code the same thing again and again.<\/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 your launch guys! <\/p>\n<\/p>\n<p>For teams embedding conversational AI into web (e.g., React\/Next.js) or mobile (React Native\/Flutter) apps like us, how does your API handle client-side session management and persistence across page reloads or app restarts?<\/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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> Hey Catherine \u2014 as long as you keep the conversation_id, the conversation will continue seamlessly.<\/p>\n<p>On the client side, you just need to store that conversation_id for each user so they can pick up the chat anytime where they left off.<\/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, Amarsia looks amazing! The auto-stored conversation data sounds like a lifesaver for iterating. How does versioning handle changes that impact older conversation histories? Super curious!<\/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\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Great question!<\/p>\n<p>Conversations API has been designed keeping this in mind, any new version release for AI feature would not impact older conversations.<\/p>\n<p>Once a conversation has initiates, its locked in to a version of workflow commit history.<\/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>Good idea to include memory out of the box, that’s a big time savings for a new chat setup!<\/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\">Curious This looks promising. Does the Conversation API also handle long-term memory limits, or is it mainly for session-based conversations?<\/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\/@alirazaengineer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alirazaengineer<\/a> Once a conversation is initiated, all chats for that conversation_id is stored with us indefinitely. User can continue the same conversation anytime. However context from one conversation never flows into any other conversation!<\/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>Been cobbling a chat demo; keeping memory\/state is the messy part. If Amarsia handles that + versioning, huge relief. How easy is data export or self-hosted later? I try to avoid lock-in. Either way, no-backend setup sounds handy for quick tests.<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Hi Alex \u2014 data export is straightforward. You can request it from our team, and we\u2019ll provide your full account data, including chat history, commit history, and AI logs.<\/p>\n<p>We don\u2019t offer a self-hosted version yet, but if there\u2019s strong demand from customers, it\u2019s something we\u2019d be open to supporting.<\/p>\n<p>Feel free to try out the product, or best – book a guided demo!<\/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\">What\u2019s the difference to response api from openAI?<\/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\">@jns8cndv we manage and store your chat history. No database setup required.<\/p>\n<p>Additionally we provide end to end AI management features:<br \/>\n– No code writing<br \/>\n– Rapid versioning and new releases without changing code.<br \/>\n– Fully transparent logs for your AI features. Monitor how it\u2019s doing on production.<br \/>\n– RAG, web search and custom tools also without writing infrastructure overhead.<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks well worth checking 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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joeyzhang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joeyzhang<\/a>Thanks! Definitely worth checking out if you\u2019re a PM or founder. Being able to move fast without lock-in is a real superpower when building something new.<\/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>Looking forward to checking this out! In my previous startup we dealt with conversation memory a lot and I still believe AI can help humans communicate 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I really like how opinionated and minimal this is, just keeping a conversation_id instead of juggling memory, storage, and infra feels very builder-friendly. What kinds of products you\u2019re seeing benefit most from this 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<\/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\/G7ICJPVQ3UAIS4\" class=\"app-title\">Dessix<\/a><\/p>\n<div class=\"one-liner\">Visual workspace to capture, organize, and create with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">191<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Dessix\u662f\u4e00\u6b3e\u903b\u8f91\u4f18\u5148\u7684\u53ef\u89c6\u5316AI\u5de5\u4f5c\u7a7a\u95f4\uff0c\u901a\u8fc7\u5c06\u4e0a\u4e0b\u6587\u6784\u5efa\u8fc7\u7a0b\u53ef\u89c6\u5316\u5e76\u8ba9\u7528\u6237\u901a\u8fc7\u70b9\u51fb\u76f4\u63a5\u5f15\u5bfcAI\u6ce8\u610f\u529b\uff0c\u89e3\u51b3\u4e86\u7814\u7a76\u4eba\u5458\u3001\u5206\u6790\u5e08\u7b49\u6df1\u5ea6\u521b\u4f5c\u8005\u5728\u4e0eAI\u534f\u4f5c\u65f6\u9762\u4e34\u7684\u201c\u9ed1\u76d2\u201d\u4fe1\u4efb\u7f3a\u5931\u548c\u63d0\u793a\u8bcd\u8c03\u8bd5\u4f4e\u6548\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0dbd05dc-c34f-4256-8dcc-bec559a2197b.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\/61ddbd37-0b55-418a-8722-989ac197401c.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\/84479440-ffc7-4e47-a2d0-8f28f6c3481a.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\/9f5153ef-eeb4-47f7-8afe-ac73e7088203.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\/a9d4831c-7f52-49a7-a7c7-a847361bbd5a.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\/289a1718-6cee-4e85-ab14-45abdef03cd9.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\/78a261aa-4823-4062-be56-bd756875ef72.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\/46419895-6c4f-4c61-85c0-46c32f32225c.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\">AI\u5de5\u4f5c\u7a7a\u95f4<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u903b\u8f91\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u900f\u660e\u5ea6<\/span><br \/>\n <span class=\"tag\">\u6df1\u5ea6\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u601d\u7ef4\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7814\u7a76\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u63d0\u793a\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">\u8ba4\u77e5\u589e\u5f3a<\/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\u89e3\u51b3AI\u201c\u9ed1\u76d2\u201d\u548c\u4fe1\u4efb\u95ee\u9898\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8d5e\u8d4f\u53ef\u89c6\u5316\u4e0a\u4e0b\u6587\u4e0e\u201c\u805a\u7126\u5373\u63d0\u793a\u201d\u7684\u8bbe\u8ba1\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1. \u5de5\u4f5c\u6d41\u96c6\u6210\uff08\u5982\u5bfc\u51fa\u81f3Notion\u3001API\u652f\u6301\uff09\uff1b2. \u56e2\u961f\u534f\u4f5c\u529f\u80fd\u7684\u5177\u4f53\u5f62\u6001\uff1b3. \u4e0a\u4e0b\u6587\u9632\u6f02\u79fb\u4e0e\u53ef\u590d\u73b0\u6027\u7684\u6280\u672f\u7ec6\u8282\uff1b4. \u5185\u7f6e\u5bf9\u6297\u8ba4\u77e5\u504f\u89c1\u7684\u6a21\u677f\u5316\u5de5\u4f5c\u6d41\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 Dessix\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u201c\u66f4\u597d\u7684\u804a\u5929\u754c\u9762\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u91cd\u65b0\u5b9a\u4e49\u4eba\u673a\u534f\u4f5c\u7684\u4ea4\u4e92\u8303\u5f0f\u3002\u5b83\u5c06AI\u4ece\u201c\u5bf9\u8bdd\u5bf9\u8c61\u201d\u964d\u7ef4\u4e3a\u201c\u53ef\u89c2\u6d4b\u3001\u53ef\u7f16\u7a0b\u7684\u601d\u7ef4\u7ec4\u4ef6\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4f53\u73b0\u5728\u4e09\u4e2a\u5c42\u9762\uff1a\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u5b83\u76f4\u6307\u5f53\u524dAIGC\u5e94\u7528\u6700\u8106\u5f31\u7684\u547d\u95e8\u2014\u2014\u4fe1\u4efb\u4e0e\u53ef\u63a7\u6027\u3002\u901a\u8fc7\u201c\u6240\u89c1\u5373AI\u6240\u89c1\u201d\u7684\u53ef\u89c6\u5316\u4e0a\u4e0b\u6587\u548c\u4e25\u683c\u7684\u4e0a\u4e0b\u6587\u5c42\u7ea7\u7ba1\u7406\uff0c\u5b83\u5c06\u6a21\u7cca\u7684\u63d0\u793a\u8bcd\u535a\u5f08\u8f6c\u53d8\u4e3a\u7cbe\u786e\u7684\u201c\u7a7a\u95f4\u7f16\u7a0b\u201d\uff0c\u8ba9\u8f93\u51fa\u53d8\u5f97\u53ef\u8ffd\u6eaf\u3001\u53ef\u8c03\u8bd5\u3002\u8fd9\u5e76\u975e\u7b80\u5355\u7684UI\u521b\u65b0\uff0c\u800c\u662f\u5bf9AI\u534f\u4f5c\u786e\u5b9a\u6027\u7684\u5de5\u7a0b\u5316\u8ffd\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u4ea7\u54c1\u901a\u8fc7\u201c\u52a8\u4f5c\u201d\u4e0e\u201c\u573a\u666f\u201d\u5c01\u88c5\u5de5\u4f5c\u6d41\uff0c\u5176\u6df1\u5c42\u903b\u8f91\u662f**\u5c06\u65b9\u6cd5\u8bba\u8f6f\u4ef6\u5316**\u3002\u8fd9\u8d85\u8d8a\u4e86\u5185\u5bb9\u751f\u4ea7\u5de5\u5177\u8303\u7574\uff0c\u65e8\u5728\u6210\u4e3a\u8ba4\u77e5\u8fc7\u7a0b\u7684\u64cd\u4f5c\u7cfb\u7edf\u3002\u7528\u6237\u5206\u4eab\u7684\u4e0d\u518d\u4ec5\u662f\u6587\u6863\uff0c\u800c\u662f\u5c01\u88c5\u4e86\u4e13\u5bb6\u601d\u7ef4\u6a21\u5f0f\u7684\u201c\u8ba4\u77e5\u6a21\u7ec4\u201d\u3002\u8fd9\u4e3a\u56e2\u961f\u7684\u77e5\u8bc6\u6c89\u6dc0\u4e0e\u534f\u540c\u63d0\u4f9b\u4e86\u5168\u65b0\u8def\u5f84\uff0c\u5c3d\u7ba1\u5176\u5b9e\u9645\u6548\u80fd\u6709\u5f85\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u7b2c\u4e00\uff0c**\u201c\u903b\u8f91\u4f18\u5148\u201d\u4e0e\u201c\u89c6\u89c9\u6784\u5efa\u201d\u672c\u8eab\u5b58\u5728\u5f20\u529b**\u3002\u590d\u6742\u903b\u8f91\u7684\u89c6\u89c9\u7f16\u6392\u53ef\u80fd\u5e26\u6765\u65b0\u7684\u8ba4\u77e5\u8d1f\u8377\uff0c\u4ea7\u54c1\u5728\u8ffd\u6c42\u63a7\u5236\u611f\u7684\u540c\u65f6\uff0c\u5fc5\u987b\u8b66\u60d5\u6ca6\u4e3a\u201c\u7ed9\u4e13\u5bb6\u7684\u590d\u6742\u73a9\u5177\u201d\u3002\u7b2c\u4e8c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u5bf9\u6297\u786e\u8ba4\u504f\u8bef\u201d\u9ad8\u5ea6\u4f9d\u8d56\u9884\u8bbe\u7684\u201c\u8ba4\u77e5\u62a4\u680f\u201d\u8d28\u91cf\uff0c\u82e5\u6a21\u677f\u5e93\u4e0d\u8db3\uff0c\u6838\u5fc3\u4f18\u52bf\u5c06\u5927\u6253\u6298\u6263\u3002\u7b2c\u4e09\uff0c\u5f53\u524d\u6a21\u5f0f\u66f4\u9002\u914d\u7814\u7a76\u3001\u5199\u4f5c\u7b49\u7ebf\u6027\u5f3a\u3001\u91cd\u903b\u8f91\u7684\u573a\u666f\uff0c\u5176\u5728\u66f4\u53d1\u6563\u3001\u611f\u6027\u7684\u521b\u610f\u573a\u666f\u4e2d\u7684\u666e\u9002\u6027\u5b58\u7591\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cDessix\u662f\u4e00\u6b21\u52c7\u6562\u4e14\u5fc5\u8981\u7684\u8303\u5f0f\u5b9e\u9a8c\u3002\u5b83\u6ca1\u6709\u5728\u63d0\u793a\u8bcd\u81ea\u52a8\u4f18\u5316\u4e0a\u5185\u5377\uff0c\u800c\u662f\u9009\u62e9\u91cd\u6784\u4eba\u673a\u4ea4\u4e92\u7684\u5e95\u5c42\u534f\u8bae\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u201c\u63a7\u5236\u7684\u7cbe\u786e\u6027\u201d\u4e0e\u201c\u4f7f\u7528\u7684\u6d41\u7545\u6027\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\uff0c\u5e76\u5efa\u7acb\u8d77\u9ad8\u8d28\u91cf\u7684\u201c\u8ba4\u77e5\u52a8\u4f5c\u201d\u751f\u6001\u3002\u5b83\u4ee3\u8868\u4e86\u4e00\u4e2a\u91cd\u8981\u65b9\u5411\uff1a\u672a\u6765\u7684AI\u5de5\u5177\u4e4b\u4e89\uff0c\u6216\u8bb8\u662f\u5de5\u4f5c\u6d41\u4e0e\u601d\u7ef4\u6a21\u578b\u5c01\u88c5\u80fd\u529b\u4e4b\u4e89\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\">Dessix<\/span>\n <\/div>\n<div class=\"comment-content\">Dessix is a logic-first visual space for deep creators. Instead of wrestling with prompts, you build context visually, making AI an extension of your own thinking. Achieve true alignment\u2014you know what the AI knows, and it grasps your goals. Ditch the black box, accelerate your creation, and finally, take control.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt \u2014 Hsiang (Alex Xiang) here, founder of Dessix \ud83d\udc4b<\/p>\n<\/p>\n<p>The biggest challenge in collaborating with AI isn’t its capability, but the trust gap between us.<\/p>\n<\/p>\n<p>AI often feels like a ‘black box.’ We can’t see its context, so we can’t be sure if its answers are reliable. To compensate for this uncertainty, we’re stuck in a cycle of trial and error, constantly copying and pasting to manually calibrate every single output.<\/p>\n<\/p>\n<p>Dessix was created to solve this fundamental trust issue. We’ve built a visual thinking space where <strong>what you see is what the AI sees.<\/strong><\/p>\n<\/p>\n<p>We make this trust tangible through three core features:<\/p>\n<\/p>\n<p>1. <strong>Visualized Context<\/strong>: Arrange your notes and resources side-by-side in a multi-column space. The context you build for the AI is crystal clear, eliminating the guesswork.<\/p>\n<p>2. <strong>Focus as the Prompt<\/strong>: Your every click and focus directly guides the AI’s attention, giving you absolute control.<\/p>\n<p>3. <strong>Stay in the Driver’s Seat & Reflect<\/strong>: We’ve designed “Actions” and “Scenes” to help you deeply integrate with AI and amplify your abilities. At the same time, they enable you to bring in a critical perspective at any moment, helping you avoid cognitive traps like confirmation bias and information bubbles.<\/p>\n<\/p>\n<p>If you’re a professional who demands high precision in context and logical rigor\u2014like a researcher, analyst, strategist, or writer\u2014then Dessix is designed specifically for you.<\/p>\n<\/p>\n<p><strong>Special PH Offer<\/strong>: We’re offering the Product Hunt community a lifetime 10% discount on all paid plans.(Code: <strong>PH<\/strong>)<\/p>\n<\/p>\n<p>Want to give it a try? Place our official homepage and this intro side-by-side, then ask the AI: “How does Dessix help users stay in the driver’s seat when using AI?”<\/p>\n<\/p>\n<p>I’ll be here all day and look forward to hearing your feedback<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/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 rarely see AI tools explicitly designed to combat ‘confirmation bias’. Usually, they just act as yes-men. \ud83e\uddd0 Regarding the ‘Actions’ and ‘Scenes’ features: are there built-in templates or workflows specifically designed to challenge my own logic (e.g., a ‘Devil’s Advocate’ mode), or do I need to configure these prompts 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yoang_loo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yoang_loo<\/a> This is a brilliant question that touches the core of why we built Dessix\u2014to prevent AI from becoming an echo chamber.<\/p>\n<p>You don’t need to configure everything from scratch. We provide “cognitive guardrails” in two ways:<\/p>\n<ol>\n<li>\n<p><strong>Dessix Store<\/strong>: You can find ready-to-use ‘Actions’ and ‘Scenes’ specifically designed to challenge your logic, such as <strong>Socratic Questioning<\/strong> workflows and deep inquiry frameworks (similar to the “5 Whys” or rigorous critical thinking models).<\/p>\n<\/li>\n<li>\n<p><strong>Built-in Tools<\/strong>: For objective reality, the system has a native <strong>Fact Check Assistant<\/strong> specifically designed to verify claims and validate facts instantly.<\/p>\n<\/li>\n<\/ol>\n<p>We want Dessix to be a partner that helps you think deeper, not just faster.<\/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\">Love the logic-first approach of Dessix! Visual AI context building is exactly what deep creators need. 10\/10 would recommend!!!<\/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>So glad to see Dessix LANDED on ProductHunt, a product that truly understands user needs.<\/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>Really excited for you guys! Congratsss \ud83d\udc4c<\/p>\n<\/p>\n<p>Do you expose any export\/import formats (e.g., JSON with embeddings or custom schema) for developers integrating Dessix workflows into web apps (via iframe\/embed) or mobile wrappers (PWA\/Capacitor)?<\/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>If I’m to use an analogy, it’s like Pinterest or a Miro board for generating research\/copy with AI, right? I’m curious to see how interactive it is, especially when following a thinking process. Overall, I got a flashback from some sci-fi film: what if it could also give voice 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Dessix looks amazing! The visual context building is a total game changer. Im curious, how does Dessix handle iterative feedback loops when working with complex datasets?<\/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 really like the framing around trust and visibility. How do you think about preventing context drift over time as users keep adding and rearranging material? Does the system help users notice when the AI\u2019s \u201cmental model\u201d starts diverging from theirs?<\/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>Feels like a mind map where the AI actually sees what I see. I lose context hopping between tabs\/docs. Focus-as-prompt makes sense. Scenes to fight tunnel vision\u2026 smart. I\u2019ll throw my next research brief at it and see if it keeps me sane.<\/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 on launching Dessix on Product Hunt, <a href=\"https:\/\/www.producthunt.com\/@xiangst0816\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"xiangst0816\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@xiangst0816<\/a> ! \ud83c\udf89 As an AI product lead, I’m thrilled to see a tool tackling the AI trust gap head-on. The visual context feature is a game-changer\u2014it makes AI collaboration so transparent and intuitive. Love how “Focus as the Prompt” puts users in control, and the “Actions & Scenes” design truly amplifies creative workflows. For deep creators like researchers and writers, this is a must-try! \ud83d\udca1<\/p>\n<\/p>\n<p>One suggestion: To enhance workflow integration, consider adding export options (e.g., to Markdown or PDF) or API hooks for tools like Notion. This could help users seamlessly transition from ideation to production.<\/p>\n<\/p>\n<p>Curious: What’s the roadmap for team collaboration features? I’d love to see how Dessix scales for group projects. Keep up the great work, and looking forward to your thoughts!<\/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><strong>Thanks,<\/strong><a href=\"https:\/\/www.producthunt.com\/@rocsheh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rocsheh<\/a> <strong>!<\/strong> <\/p>\n<p><strong>Thrilled that you resonate with the “Visual Context” and our mission to bridge the AI trust gap.<\/strong><\/p>\n<\/p>\n<p>To your point on workflow integration: We currently support exporting individual notes (Blocks), but more uniquely, we allow exporting and sharing the entire <strong>Shared Context<\/strong>. This lets you capture the full fidelity of the human-AI interaction, not just the final text.<\/p>\n<\/p>\n<p>Direct hooks for tools like Notion are definitely in our plans. In fact, this is exactly where <strong>Actions<\/strong> will shine\u2014imagine defining an Action specifically to “Format and Push to Notion” via code or instructions. You design the logic, and the system executes it.<\/p>\n<\/p>\n<p>Regarding the roadmap for teams: We have a slightly different take on collaboration. We believe the future isn’t just about shared editing, but about <strong>shared cognition<\/strong>. In Dessix, team collaboration will focus on sharing <strong>Actions<\/strong> (workflows) and <strong>Scenes<\/strong> (encapsulated SOPs).<\/p>\n<\/p>\n<p>It means sharing the “methodology” and “expert perspective” so the whole team can align on <em>how<\/em> to think and solve problems, rather than just syncing documents.<\/p>\n<\/p>\n<p>Stay tuned! \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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Being headache dealing with tons of prompts till now… Dessix is great by putting logic at first place…. also curious – how do you make sure alignments are achieved? <\/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>Hi <a href=\"https:\/\/www.producthunt.com\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> ! <\/p>\n<\/p>\n<p>Glad you noticed the “logic-first” approach! Dealing with endless prompts is indeed exhausting, and that’s exactly why we built Dessix.<\/p>\n<\/p>\n<p>To your question on <strong>Alignment<\/strong>: We don’t treat alignment as magic; we treat it as an engineering problem. We achieve it through <strong>Constraint<\/strong> and <strong>Transparency<\/strong>:<\/p>\n<ol>\n<li>\n<p><strong>Visual Alignment (“What you see is what AI sees”)<\/strong>: We map your visual focus directly to the AI’s context window. If you focus on a specific Block (and its parallel references), that becomes the hard boundary for the AI’s attention. You don’t need to describe the context; you just need to “place” it in front of you.<\/p>\n<\/li>\n<li>\n<p><strong>Procedural Alignment (Actions & Scenes)<\/strong>: This is where the “logic” you mentioned comes in. By encapsulating your intent into <strong>Actions<\/strong> (workflows) and <strong>Scenes<\/strong> (roles\/rules), you are effectively “programming” the AI’s behavior. This forces the model to align with your specific methodology rather than relying on its general probability distribution.<\/p>\n<\/li>\n<\/ol>\n<p>In short: We achieve alignment by giving <strong>YOU<\/strong> total control over the input structure, rather than hoping the model guesses right.<\/p>\n<\/p>\n<p>Thanks for the 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\">Really clean UI. As I’m building GetZumo to help users reclaim their focus, I appreciate tools that make organizing thoughts easier. Does it support offline mode for deep work sessions?<\/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\/@maria_moreno_lopez\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@maria_moreno_lopez<\/a> Yes. Dessix is Local-First. You can write and organize completely offline\u2014perfect for deep work. Internet is only needed when you explicitly call the AI.<\/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 friend recommended this to me, and now it’s on producthunt! love to see it.<\/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=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Dessix<\/strong> is addressing the \u201cblack-box trust\u201d problem in a very practical way: making context <em>visible and controllable<\/em> so teams can reason about why an output happened (and keep it consistent when collaborating).<\/p>\n<\/p>\n<p>does the model\u2019s final context come <strong>strictly from the current focus \/ selected columns<\/strong>, or do you also do an automatic \u201crelevance expansion\u201d behind the scenes? That one choice really impacts reproducibility and team alignment.<\/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\/@lowesyang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lowesyang<\/a> Dessix rigorously controls context priority to ensure precise AI alignment with user intent, fostering transparent and controllable collaboration:<\/p>\n<p>1. <strong>Workspace Style Config<\/strong>: Defines the overall working environment and user identity.<\/p>\n<p>2. <strong>Topic<\/strong>: Sets the focused scope for the current conversation or view.<\/p>\n<p>3. <strong>Fixed Blocks<\/strong>: Core materials actively “pinned” by the user, serving as a structured framework and authoritative knowledge source.<\/p>\n<p>4. <strong>Focused Block<\/strong>: The content block currently being viewed or edited by the user, representing the AI’s primary area of attention.<\/p>\n<p>5. <strong>Linked Blocks<\/strong>: Content blocks explicitly linked to the focused block, providing direct contextual connections.<\/p>\n<p>6. <strong>Visible Blocks<\/strong>: Auxiliary content visible within the workspace, offering ambient environmental context.<\/p>\n<p>7. <strong>Related Blocks<\/strong>: Algorithmically recommended supplementary information.<\/p>\n<p>This hierarchical management ensures “what you see is what AI sees,” meaning the AI’s contextual understanding is always precisely synchronized with user intent, leading to reproducible and explainable collaboration.<\/p>\n<p>For more details, please refer to [Organizing Context](<a href=\"https:\/\/docs.dessix.io\/guide\/feature\/context\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.dessix.io\/guide\/feature\/context<\/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>Context transparency is the missing layer in most AI tools. Dessix feels like a much more honest way to collaborate with AI. 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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thanks a lot! “Honest” is the best compliment we could receive.<\/p>\n<p>We truly believe that trust comes from transparency\u2014knowing exactly <em>what<\/em> the AI is looking at changes the whole dynamic of collaboration.<\/p>\n<\/p>\n<p>Glad you resonate with this!<\/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>Dessix Yes. This is a good tools for creator<\/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 loving this kind of visual canvas. Great fit me. I like thinking visually. <br \/>Easy to organize and rearrange ideas as you go. <\/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>Hi Hsiang, congrats! Yes, I;m definitely one of those tired of copying and pasting the texts back and fourth. <\/p>\n<p>One quick question: since Gemini is now deeply embedded in Chrome and tools like Atlas are emerging, what would you say is Dessix’s biggest edge in terms of workflow and context handling?<\/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\/@jojo_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jojo_li<\/a> <\/p>\n<p>Regarding Gemini and Atlas, Dessix’s core competitive advantage in “workflow and context handling” lies in these key areas:<\/p>\n<ol>\n<li>\n<p><strong>Visual Context Alignment:<\/strong> Dessix’s “what you see is what AI sees” visual workspace ensures the AI natively understands your layout and connections, eliminating the “black box” effect and aligning human-AI perspectives.<\/p>\n<\/li>\n<li>\n<p><strong>Dynamic Context, Instant Impact:<\/strong> Any change you make to your visual workspace is immediately reflected for the AI, maintaining a fluid thought process without re-uploading or repetitive explanations.<\/p>\n<\/li>\n<li>\n<p><strong>Knowledge Base as Living Context:<\/strong> Your entire Dessix knowledge base serves as the AI’s background context. It automatically leverages your accumulated insights for deeper, more relevant collaboration.<\/p>\n<\/li>\n<li>\n<p><strong>Multi-Step AI Agents:<\/strong> With the “Dessix Magician,” you can easily build complex, multi-step AI agents using simple descriptions, transforming AI into a powerful planning and execution partner.<\/p>\n<\/li>\n<\/ol>\n<p>Dessix empowers you to be a “thought designer,” accelerating creation and expanding cognition through seamless human-AI collaboration.<\/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>Several of our team mates are using Dessix. It’s UX is unique and the “TAB-fill” function is amazing. Great 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shawnxiao76\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shawnxiao76<\/a> Thrilled that you enjoy the unique UX and the flow of “TAB-fill”. Thanks for the 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>Honestly, the linear chat interface has been the biggest bottleneck for complex workflows. Trying to maintain state across a long conversation is a headache. If this actually lets me branch out ideas without losing the root context (or having to copy-paste into a new thread), it solves a real problem. Does the “logic-first” part mean I can define strict constraints for specific nodes in the workflow?<\/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\/@tony_hsieh2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tony_hsieh2<\/a> <br \/>Thank you for your insightful questions! Your query regarding Dessix’s “logic-first” philosophy and whether it allows for defining strict constraints for specific nodes in a workflow goes right to the heart of our product design.<\/p>\n<p>The answer is: Absolutely!<\/p>\n<p>Dessix achieves this through the following:<\/p>\n<ol>\n<li>\n<p><strong>Visualized Context<\/strong>: By arranging your notes and resources side-by-side in a multi-column space, you are intuitively building a clear and structured context for the AI. This ensures the AI accurately understands the information at each node, moving beyond the information loss common in linear chat interfaces, and establishing a precise logical foundation for AI’s thinking.<\/p>\n<\/li>\n<li>\n<p><strong>“Actions” and “Scenes”<\/strong>: These are the keys to implementing strict constraints. <strong>“Actions”<\/strong> allow you to define specific tasks and execution logic for the AI (e.g., limiting summary formats). <strong>“Scenes”<\/strong> provide a broader context and role-setting for the AI, ensuring it thinks and responds within predefined boundaries, offering fine-grained control and guidance for each node in your workflow.<\/p>\n<\/li>\n<\/ol>\n<p>Through these designs, Dessix transforms AI from a “black box” into a transparent, controllable thinking partner. You can not only branch out ideas without losing root context but also define clear logical boundaries and execution rules for each branch, achieving truly controllable, efficient, and rigorous human-AI collaboration.<\/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\/@tony_hsieh2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tony_hsieh2<\/a> This new AI platform <a href=\"https:\/\/www.noospan.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">NooSpan<\/a> does exactly what you want: <strong>branching with inheritance of root context.<\/strong><\/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>Dessix makes AI context visible instead of hidden.<\/p>\n<p>Logic-first, no black box\u2014this is how deep creation should work\uff01<\/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\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LLOLZDBEV3EDR7\" class=\"app-title\">Market Terminal<\/a><\/p>\n<div class=\"one-liner\">A Wall Street Terminal For Everyone<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">169<\/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\u4ea4\u6613\u8005\u548c\u6295\u8d44\u8005\u6253\u9020\u7684\u201c\u534e\u5c14\u8857\u7ec8\u7aef\u201d\uff0c\u901a\u8fc7\u6574\u5408\u5b9e\u65f6\u7a81\u7834\u4fe1\u53f7\u3001\u806a\u660e\u94b1\u8ffd\u8e2a\u3001\u5185\u5e55\u53ca\u56fd\u4f1a\u4ea4\u6613\u6570\u636e\u4e0eAI\u5206\u6790\uff0c\u4ee5\u6781\u4f4e\u6210\u672c\u63d0\u4f9b\u673a\u6784\u7ea7\u6570\u636e\u5de5\u5177\uff0c\u89e3\u51b3\u4e2a\u4eba\u6295\u8d44\u8005\u4fe1\u606f\u4e0d\u5bf9\u79f0\u548c\u5de5\u5177\u6602\u8d35\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/760c2245-fe9c-473a-8cee-3b2244ba18de.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\/c7259ee4-59ab-405b-91b4-bd8f2ceed2ab.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\/98944e2c-5516-4193-830c-b8e1ba79a38c.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\/adeaccb6-46c7-450d-b6c0-33115054bbe5.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\/29c4352c-97d1-471a-b489-d7a2965a9d1e.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\/f4004bc6-4a3a-438a-abf4-ba807c379bd1.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\/970f0c42-633b-4d65-b8df-50d1accd42c2.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\/837dbd04-0b42-493b-98da-980e8d1505b2.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\/9ba4e491-153a-446a-bf84-c4ac3e481732.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\">Fintech<\/span><br \/>\n <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u91d1\u878d\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u5206\u6790\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u96f6\u552e\u4ea4\u6613\u7ec8\u7aef<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u5e02\u573a\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u806a\u660e\u94b1\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">AI\u6295\u8d44\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u80a1\u7968\u7b5b\u9009\u5668<\/span><br \/>\n <span class=\"tag\">\u5185\u5e55\u4ea4\u6613\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u666e\u60e0\u91d1\u878d<\/span><br \/>\n <span class=\"tag\">\u5f6d\u535a\u7ec8\u7aef\u66ff\u4ee3<\/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\u80af\u5b9a\u4ea7\u54c1\u6982\u5ff5\u4e0e\u754c\u9762\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1. \u8be2\u95ee\u662f\u5426\u652f\u6301AI\u5168\u81ea\u52a8\u4ea4\u6613\u6267\u884c\u4e0e\u6b62\u635f\u8bbe\u7f6e\uff1b2. \u5173\u6ce8\u6570\u636e\u6765\u6e90\u4e0e\u66f4\u65b0\u65f6\u6548\uff08\u5982\u5185\u5e55\u4ea4\u6613\uff09\uff1b3. \u8be2\u95ee\u4e0e\u73b0\u6709\u4ea4\u6613\u5e73\u53f0\u7684\u96c6\u6210\u53ef\u80fd\u6027\u3002\u5f00\u53d1\u8005\u56de\u590d\u79f0\u81ea\u52a8\u4ea4\u6613\u4e3a\u672a\u6765\u53ef\u80fd\u529f\u80fd\uff0c\u6570\u636e\u4e3a\u5b9e\u65f6\u66f4\u65b0\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 Market Terminal \u7684\u53d9\u4e8b\u5de7\u5999\u5730\u51fb\u4e2d\u4e86\u6563\u6237\u7684\u201c\u4fe1\u606f\u5e73\u6743\u201d\u7126\u8651\uff0c\u4f46\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u590d\u523b\u4e00\u4e2a\u5ec9\u4ef7\u7684\u5f6d\u535a\u7ec8\u7aef\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u8fb9\u7f18\u4fe1\u606f\u201d\u7684\u805a\u5408\u4e0e\u518d\u89e3\u8bfb\u3002\u4ea7\u54c1\u5c06\u201c\u806a\u660e\u94b1\u8ffd\u8e2a\u201d\u3001\u201c\u56fd\u4f1a\u4ea4\u6613\u201d\u7b49\u975e\u4ef7\u683c\u6570\u636e\u4f5c\u4e3a\u5356\u70b9\uff0c\u5b9e\u8d28\u662f\u8bd5\u56fe\u5c06\u6563\u843d\u5728\u5404\u5904\u7684\u3001\u672c\u4e0d\u5bf9\u7b49\u7684\u5408\u89c4\u62ab\u9732\u4fe1\u606f\uff0c\u52a0\u5de5\u6210\u53ef\u4ea4\u6613\u7684\u201c\u4fe1\u53f7\u201d\u3002\u8fd9\u6bd4\u5355\u7eaf\u63d0\u4f9b\u66f4\u5feb\u7684\u62a5\u4ef7\u6216\u66f4\u590d\u6742\u7684\u56fe\u8868\u66f4\u6709\u98a0\u8986\u6f5c\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u6570\u636e\u7684\u201c\u4ef7\u503c\u8870\u51cf\u201d\u6781\u5feb\uff0c\u5f53\u4e00\u79cd\u201c\u806a\u660e\u94b1\u201d\u6a21\u5f0f\u88ab\u5927\u4f17\u666e\u904d\u83b7\u77e5\u5e76\u8ddf\u968f\u65f6\uff0c\u5176\u963f\u5c14\u6cd5\u6548\u5e94\u4fbf\u4f1a\u8fc5\u901f\u6d88\u5931\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201cAI holding you by the hand\u201d\u7684\u8868\u8ff0\u6a21\u7cca\uff0c\u82e5\u4ec5\u4e3a\u6a21\u5f0f\u8bc6\u522b\u4e0e\u63a8\u9001\uff0c\u5219\u540c\u8d28\u5316\u4e25\u91cd\uff1b\u82e5\u6d89\u53ca\u9884\u6d4b\u6216\u5efa\u8bae\uff0c\u5219\u9762\u4e34\u5de8\u5927\u7684\u5408\u89c4\u98ce\u9669\u3002\u8bc4\u8bba\u4e2d\u7528\u6237\u5bf9\u201c\u5168AI\u63a7\u5236\u201d\u7684\u671f\u5f85\uff0c\u6070\u6070\u66b4\u9732\u4e86\u4ea7\u54c1\u5728\u201c\u63d0\u4f9b\u4fe1\u606f\u201d\u4e0e\u201c\u6267\u884c\u51b3\u7b56\u201d\u4e4b\u95f4\u7684\u5c34\u5c2c\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5546\u4e1a\u6a21\u5f0f\u770b\uff0c\u5176\u201c\u6781\u4f4e\u6210\u672c\u201d\u7b56\u7565\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u5b83\u80fd\u591f\u5feb\u901f\u83b7\u53d6\u7528\u6237\uff0c\u4f46\u91d1\u878d\u6570\u636e\u670d\u52a1\u7684\u5408\u89c4\u3001\u6280\u672f\u4e0e\u83b7\u53d6\u6210\u672c\u521a\u6027\u5f88\u5f3a\u3002\u80fd\u5426\u5728\u89c4\u6a21\u5316\u540e\u7ef4\u6301\u6570\u636e\u8d28\u91cf\u4e0e\u6df1\u5ea6\uff0c\u5e76\u627e\u5230\u9664\u8ba2\u9605\u8d39\u5916\u66f4\u7a33\u56fa\u7684\u53d8\u73b0\u8def\u5f84\uff0c\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u4ece\u201c\u4e00\u4e2a\u597d\u770b\u7684\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e00\u4e2a\u53ef\u4fe1\u7684\u751f\u6001\u201d\u7684\u5173\u952e\u3002\u672c\u8d28\u4e0a\uff0c\u5b83\u662f\u5728\u6d4b\u8bd5\u4e00\u4e2a\u547d\u9898\uff1a\u5f53\u673a\u6784\u7684\u4fe1\u606f\u4f18\u52bf\u88ab\u6280\u672f\u5de5\u5177\u90e8\u5206\u62b9\u5e73\u540e\uff0c\u6295\u8d44\u7684\u80dc\u8d1f\u624b\u662f\u5426\u4f1a\u66f4\u5feb\u5730\u8f6c\u5411\u5fc3\u7406\u3001\u8d44\u91d1\u7ba1\u7406\u4e0e\u6267\u884c\u7eaa\u5f8b\u2014\u2014\u800c\u8fd9\u4e9b\uff0c\u662f\u4efb\u4f55\u7ec8\u7aef\u90fd\u65e0\u6cd5\u63d0\u4f9b\u7684\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\">Market Terminal<\/span>\n <\/div>\n<div class=\"comment-content\">Wall Street pays up to $30K\/year for their edge. That’s how they stay ahead \u2014 better data, faster intel, institutional-grade tools. We’re here to change that. We built a Wall Street terminal for independent traders and investors. Real-time breakouts, smart money tracking, insider & Congress trades, AI-powered analysis \u2014 all in one place, at a fraction of the cost.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b!<\/p>\n<p>Wall Street pays up to $30,000\/year for terminals.<br \/>\nThey have access to better data & that’s why they win.<\/p>\n<p>We’re here to change that…<\/p>\n<p>Market Terminal brings the power of a Wall Street Terminal to independent traders and investors \u2014 at a fraction of the cost.<\/p>\n<p>Here’s what you get:<br \/>\n\u2705 Real-Time Breakouts, Setups… \u2014 See Breakouts, Breakdowns… In Real-Time<br \/>\n\u2705 Better Data \u2014 Everything About A Stock In One Place<br \/>\n\u2705 Institutions, Insiders & Congress Intel \u2014 Track What The Smart Money Is Buying<br \/>\n\u2705 Powerful Ratings \u2014 Find Industry Leaders Without The Work<br \/>\n\u2705 Real-Time Screener \u2014 Filter Stocks In Real-Time<br \/>\n\u2705 AI \u2014 Invest With AI Holding You By The Hand<\/p>\n<p>Bloomberg built their terminal for the 1%.<br \/>\nWe built it for everyone else.<\/p>\n<p>We’d love to hear what you think.<\/p>\n<p>Happy investing!<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Does this allow full AI control to create investments, stop loss etc? Looks very cool for sure!<\/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\/@gitvader1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gitvader1<\/a> Hi Chris!<br \/>Right now you can <strong>find ideas<\/strong> (e.g. show me stocks breaking out) and <strong>research them<\/strong> (e.g. are senators buying AAPL).<\/p>\n<p>Adding trade execution and things like stop losses is something we can definitely look into \u2014 great idea.<br \/>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>That is a great product to let people familiarize with trading ! Nice and intuitive, congrats!<\/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>Wow, Market Terminal looks amazing! The smart money tracking feature is super intriguing. How quickly are insider trades typically updated after theyre reported? Im eager to try this 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Hi Jay! Insiders trades are updated as soon as they are reported.<\/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 work, very comprehensive! Where do you guys source your data if you don’t mind saying.<\/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 trading platform it can be connected? In order to have both data and assets management in one place?<\/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\">Looks great! Congrats<\/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 like the idea of focus as the prompt. That feels much more natural than constantly rewriting instructions. I would definitely try this!<\/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>Wow this is impressive! Have you guys raised or have customers yet?<\/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\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HEHXSQB6HQFZQJ\" class=\"app-title\">Graysky 2.0<\/a><\/p>\n<div class=\"one-liner\">A faster alternative client for Bluesky<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">147<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Graysky 2.0\u662f\u4e00\u6b3e\u901f\u5ea6\u66f4\u5feb\u7684Bluesky\u7b2c\u4e09\u65b9\u5ba2\u6237\u7aef\uff0c\u901a\u8fc7\u652f\u6301Liquid Glass\u7b49\u65b0\u529f\u80fd\uff0c\u4e3a\u8ffd\u6c42\u9ad8\u6548\u3001\u5b9a\u5236\u5316\u793e\u4ea4\u4f53\u9a8c\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5b98\u65b9\u5e94\u7528\u4e4b\u5916\u7684\u6d41\u7545\u66ff\u4ee3\u9009\u62e9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e08f0d87-5afb-4d9c-acd8-4573e710c0e9.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\/152bce9f-c82a-44c7-a430-99f2f43e4f59.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\/faef999a-6a6b-4196-bb60-ad46eee56fdd.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\/abcf563b-425c-4d5c-bd8b-560dbcdc904b.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\/543af438-8211-4596-aa42-077e4d3febe5.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\/ff7222b1-8f60-43d0-8431-bf23fd7dbba0.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\">Messaging<\/span><br \/>\n <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Social Networking<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u5ba2\u6237\u7aef<\/span><br \/>\n <span class=\"tag\">Bluesky\u7b2c\u4e09\u65b9\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u7f51\u7edc<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3\u5ba2\u6237\u7aef<\/span><br \/>\n <span class=\"tag\">\u529f\u80fd\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6d41\u7ba1\u7406<\/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\u63d0\u53ca\u65b0\u7248\u672c\u652f\u6301Liquid Glass\uff0c\u5e76\u79f0\u8d5e\u5185\u8054\u7ffb\u8bd1\u662f\u6539\u53d8\u6e38\u620f\u89c4\u5219\u7684\u529f\u80fd\u3002\u540c\u65f6\uff0c\u6709\u7528\u6237\u5c16\u9510\u6307\u51fa\u5176Google Play\u5546\u5e97\u8bc4\u5206\u6781\u4f4e\uff082.7\u5206\uff09\u4e14\u5f00\u53d1\u8005\u7f3a\u4e4f\u56de\u5e94\uff0c\u8fd9\u4e25\u91cd\u5f71\u54cd\u4e86\u65b0\u7528\u6237\u7684\u5c1d\u8bd5\u610f\u613f\u3002\u5b58\u5728\u5173\u4e8e\u7ffb\u8bd1\u5185\u5bb9\u4e0e\u81ea\u5b9a\u4e49\u4fe1\u606f\u6d41\u7b97\u6cd5\u76f8\u5173\u7684\u5177\u4f53\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 Graysky 2.0\u7684\u4eae\u76f8\uff0c\u63ed\u793a\u4e86\u7b2c\u4e09\u65b9\u5ba2\u6237\u7aef\u5728\u53bb\u4e2d\u5fc3\u5316\u793e\u4ea4\u751f\u6001\u4e2d\u7684\u53cc\u5203\u5251\u6548\u5e94\u3002\u5176\u6838\u5fc3\u5356\u70b9\u2014\u2014\u201c\u66f4\u5feb\u201d\u4e0e\u201cLiquid Glass\u652f\u6301\u201d\u2014\u2014\u76f4\u6307\u5b98\u65b9\u5ba2\u6237\u7aef\u53ef\u80fd\u5b58\u5728\u7684\u6027\u80fd\u4e0e\u529f\u80fd\u8fed\u4ee3\u8fdf\u7f13\u7684\u75db\u70b9\uff0c\u8bd5\u56fe\u4ee5\u6280\u672f\u4f18\u5316\u62a2\u593a\u65e9\u671f\u5c1d\u9c9c\u7528\u6237\u3002\u5185\u8054\u7ffb\u8bd1\u529f\u80fd\u7684\u53d7\u6367\uff0c\u7cbe\u51c6\u547d\u4e2d\u4e86Bluesky\u4f5c\u4e3a\u5168\u7403\u6027\u5f00\u653e\u7f51\u7edc\u7684\u8de8\u8bed\u8a00\u4ea4\u6d41\u521a\u9700\uff0c\u8fd9\u663e\u793a\u51fa\u5f00\u53d1\u8005\u5728\u6355\u6349\u6838\u5fc3\u4f7f\u7528\u573a\u666f\u4e0a\u7684\u654f\u9510\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u7684\u5371\u673a\u8fdc\u5927\u4e8e\u673a\u9047\u3002Play Store\u4e0a2.7\u5206\u7684\u60e8\u6de1\u8bc4\u5206\u4e0e\u5f00\u53d1\u8005\u201c\u5df2\u8bfb\u4e0d\u56de\u201d\u7684\u51b7\u6f20\u59ff\u6001\uff0c\u6784\u6210\u4e86\u5176\u81f4\u547d\u4f24\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5ba2\u670d\u7f3a\u5931\u95ee\u9898\uff0c\u66f4\u66b4\u9732\u51fa\u5728\u53bb\u4e2d\u5fc3\u5316\u534f\u8bae\u4e0a\u6784\u5efa\u5546\u4e1a\u7ea7\u5e94\u7528\u7684\u666e\u904d\u56f0\u5883\uff1a\u5f00\u53d1\u8005\u5f80\u5f80\u7cbe\u4e8e\u534f\u8bae\u4e0e\u529f\u80fd\uff0c\u5374\u4e25\u91cd\u7f3a\u4e4f\u7ef4\u62a4\u7528\u6237\u4fe1\u4efb\u3001\u7ba1\u7406\u516c\u5171\u5f62\u8c61\u548c\u63d0\u4f9b\u6301\u7eed\u652f\u6301\u7684\u4ea7\u54c1\u8fd0\u8425\u80fd\u529b\u3002\u7528\u6237\u5bf9\u4f4e\u5206\u548c\u65e0\u4eba\u56de\u5e94\u7684\u5f3a\u70c8\u53cd\u5e94\uff0c\u672c\u8d28\u662f\u5bf9\u4ea7\u54c1\u957f\u671f\u53ef\u9760\u6027\u548c\u751f\u547d\u529b\u7684\u6df1\u5ea6\u8d28\u7591\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u5730\u770b\uff0cGraysky\u7684\u4ef7\u503c\u5b8c\u5168\u5bc4\u751f\u5728Bluesky\u534f\u8bae\u4e4b\u4e0a\uff0c\u5176\u751f\u5b58\u903b\u8f91\u5728\u4e8e\u63d0\u4f9b\u5b98\u65b9\u5e94\u7528\u672a\u80fd\u6ee1\u8db3\u7684\u201c\u75d2\u70b9\u201d\u3002\u4f46\u8fd9\u79cd\u8865\u5145\u6027\u4ef7\u503c\u6781\u5176\u8106\u5f31\uff0c\u4e00\u65e6\u5b98\u65b9\u5ba2\u6237\u7aef\u5728\u6027\u80fd\u6216\u5173\u952e\u529f\u80fd\uff08\u5982\u7ffb\u8bd1\uff09\u4e0a\u8fce\u5934\u8d76\u4e0a\uff0c\u7b2c\u4e09\u65b9\u5ba2\u6237\u7aef\u7684\u751f\u5b58\u7a7a\u95f4\u5c06\u88ab\u6025\u5267\u538b\u7f29\u3002\u5f53\u524d\u7248\u672c\u7684\u529f\u80fd\u66f4\u65b0\uff0c\u66f4\u50cf\u662f\u5728\u534f\u8bae\u80fd\u529b\u8303\u56f4\u5185\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u7684\u5fae\u521b\u65b0\uff0c\u800c\u975e\u6784\u5efa\u4e0d\u53ef\u66ff\u4ee3\u7684\u62a4\u57ce\u6cb3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7efc\u4e0a\u6240\u8ff0\uff0cGraysky 2.0\u5448\u73b0\u4e86\u4e00\u4e2a\u201c\u6280\u672f\u53ef\u884c\uff0c\u8fd0\u8425\u5d29\u584c\u201d\u7684\u5178\u578b\u6837\u672c\u3002\u5b83\u8bc1\u660e\u4e86\u5728\u5f00\u6e90\u534f\u8bae\u4e0a\u505a\u529f\u80fd\u589e\u5f3a\u7684\u6280\u672f\u53ef\u80fd\u6027\uff0c\u4f46\u4e5f\u8d64\u88f8\u88f8\u5730\u5c55\u73b0\u4e86\uff0c\u82e5\u65e0\u6cd5\u540c\u6b65\u6784\u5efa\u53ef\u4fe1\u8d56\u7684\u4ea7\u54c1\u54c1\u724c\u4e0e\u7528\u6237\u670d\u52a1\u4f53\u7cfb\uff0c\u4efb\u4f55\u6280\u672f\u4eae\u70b9\u90fd\u5c06\u5728\u7cdf\u7cd5\u7684\u7528\u6237\u53e3\u7891\u4e2d\u8fc5\u901f\u6e6e\u706d\u3002\u5b83\u7684\u771f\u6b63\u6311\u6218\u5df2\u4e0d\u5728\u4ee3\u7801\u5c42\u9762\uff0c\u800c\u5728\u5982\u4f55\u4ece\u4e00\u4e2a\u201c\u5174\u8da3\u9879\u76ee\u201d\u8f6c\u578b\u4e3a\u4e00\u6b3e\u201c\u8d1f\u8d23\u4efb\u7684\u4ea7\u54c1\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\">Graysky 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">Graysky 2.0 adds Liquid Glass support!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">New update includes Liquid Glass and more.<\/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>Wow, Graysky is awesome! Inline translations are a game changer for following global feeds. How does the algorithm handle translated content in terms of relevance to my existing custom feeds?<\/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>Yikes — the Play Store reviews are terrible (2.7 rating as of me writing this), and I don’t see any developer responses to any of the comments. Does not make me want to try this.<\/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\/5ZHWTS7LKRLLDS\" class=\"app-title\">Planelo<\/a><\/p>\n<div class=\"one-liner\">The idea-first hub for developers<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">121<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Planelo\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4ee5\u201c\u60f3\u6cd5\u4f18\u5148\u201d\u7684\u8f7b\u91cf\u7ea7\u5de5\u4f5c\u7a7a\u95f4\uff0c\u901a\u8fc7\u7b80\u6d01\u754c\u9762\u548c\u539f\u751fAPI\u7aef\u70b9\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u7075\u611f\u6d8c\u73b0\u65f6\u56e0\u4f20\u7edf\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u8fc7\u4e8e\u81c3\u80bf\u800c\u6253\u65ad\u6d41\u7545\u601d\u8003\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/94e149a3-26c6-4d87-a0d7-f28f4ad1a17e.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\/202532c6-7fc6-4161-888a-79f6b4b61e05.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\/f9de3a9a-72d8-4783-9858-7c6deae278ed.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\/94f4cea7-07aa-4141-bc65-91699db9485a.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\/6e46bac2-58e7-4d20-a89c-6f53b182fa2d.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\/7cc5ce8f-666a-460c-9d81-4d3d2a8e647d.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\/823d72ea-3d44-48e8-b20d-f70d437efa54.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\/54426fef-9254-4313-8dab-0ddc33ad604e.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\/dca915c8-c2e2-43ae-9b0f-03b7f10302b7.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\">Notes<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u60f3\u6cd5\u6355\u6349<\/span><br \/>\n <span class=\"tag\">API\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u52a0\u5bc6<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/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\u8ba4\u53ef\u4ea7\u54c1\u201c\u8f7b\u91cf\u3001\u4e0d\u81c3\u80bf\u201d\u7684\u5b9a\u4f4d\uff0c\u521b\u59cb\u4eba\u5206\u4eab\u4e86\u5f00\u53d1\u521d\u8877\u662f\u907f\u514d\u5de5\u5177\u7ba1\u7406\u538b\u5012\u7075\u611f\u6355\u6349\u3002\u6709\u6548\u5efa\u8bae\u5305\u62ec\uff1a\u52a0\u5f3a\u4e0eX\uff08\u63a8\u7279\uff09\u7b49\u5916\u90e8\u5e73\u53f0\u7684\u5185\u5bb9\u6293\u53d6\u96c6\u6210\u3002\u7528\u6237\u5173\u5207\u70b9\u96c6\u4e2d\u5728\u6570\u636e\u957f\u671f\u5b58\u50a8\u5b89\u5168\u6027\u4e0e\u9690\u79c1\u4fdd\u62a4\u4e0a\uff0c\u521b\u59cb\u4eba\u56de\u5e94\u91c7\u7528\u52a0\u5bc6\u5b58\u50a8\u4e14\u6570\u636e\u6c38\u4e0d\u81ea\u52a8\u5220\u9664\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 Planelo\u7684\u53d9\u4e8b\u7cbe\u5de7\u5730\u51fb\u4e2d\u4e86\u73b0\u4ee3\u77e5\u8bc6\u5de5\u4f5c\u8005\uff0c\u5c24\u5176\u662f\u5f00\u53d1\u8005\u7684\u4e00\u4e2a\u6838\u5fc3\u77db\u76fe\uff1a\u5728\u8ffd\u6c42\u7ed3\u6784\u5316\u4ea7\u51fa\u4e0e\u4fdd\u6301\u81ea\u7531\u601d\u8003\u4e4b\u95f4\u7684\u5f20\u529b\u3002\u5b83\u770b\u4f3c\u662f\u53c8\u4e00\u4e2a\u7b14\u8bb0\u5e94\u7528\uff0c\u4f46\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u5728\u4e8e\u5c06\u201c\u6bcf\u4e2a\u60f3\u6cd5\u548c\u9879\u76ee\u90fd\u66b4\u9732\u4e3aAPI\u7aef\u70b9\u201d\u3002\u8fd9\u7edd\u975e\u9526\u4e0a\u6dfb\u82b1\uff0c\u800c\u662f\u4ece\u6839\u672c\u4e0a\u5c06\u201c\u60f3\u6cd5\u201d\u4ece\u9759\u6001\u4fe1\u606f\u5355\u5143\u5347\u7ea7\u4e3a\u53ef\u7f16\u7a0b\u3001\u53ef\u89e6\u53d1\u7684\u52a8\u6001\u8282\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6807\u8bed\u201cThe idea-first hub\u201d\u4e2d\u7684\u201cfirst\u201d\u662f\u5173\u952e\u8bcd\uff0c\u5b83\u6697\u793a\u4e86\u4e00\u79cd\u5de5\u4f5c\u6d41\u54f2\u5b66\u7684\u91cd\u6392\uff1a\u4f20\u7edf\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u8981\u6c42\u5148\u5b9a\u4e49\u7ed3\u6784\uff08\u9879\u76ee\u3001\u770b\u677f\u3001\u72b6\u6001\uff09\uff0c\u518d\u586b\u5145\u5185\u5bb9\uff1b\u800cPlanelo\u4e3b\u5f20\u5185\u5bb9\uff08\u60f3\u6cd5\uff09\u5373\u7ed3\u6784\uff0c\u4e14\u8be5\u7ed3\u6784\u5177\u5907\u5929\u7136\u7684\u3001\u53ef\u6269\u5c55\u7684\u673a\u5668\u53ef\u8bfb\u6027\u3002\u8fd9\u4f7f\u5f00\u53d1\u8005\u80fd\u7ed5\u8fc7\u7e41\u7410\u7684\u201c\u7ba1\u7406\u5f00\u9500\u201d\uff0c\u76f4\u63a5\u8fdb\u5165\u521b\u4f5c\u6d41\uff0c\u5e76\u5728\u9700\u8981\u65f6\uff0c\u901a\u8fc7API\u65e0\u7f1d\u63a5\u5165\u81ea\u52a8\u5316\u811a\u672c\u3001AI\u667a\u80fd\u4f53\u6216CI\/CD\u6d41\u7a0b\uff0c\u5b9e\u73b0\u201c\u60f3\u6cd5\u5373\u52a8\u4f5c\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5176\u201c\u7b80\u6d01\u201d\u754c\u9762\u4e0e\u201c\u7075\u6d3b\u201d\u5e95\u5c42API\u7684\u5e73\u8861\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u666e\u901a\u7528\u6237\u53ef\u80fd\u6b62\u6b65\u4e8e\u8868\u9762\uff0c\u800c\u9ad8\u9636\u81ea\u52a8\u5316\u9700\u6c42\u53c8\u53ef\u80fd\u5f88\u5feb\u89e6\u53ca\u8be5\u4e13\u7528\u5de5\u5177\u7684\u5929\u82b1\u677f\uff0c\u9677\u5165\u5b83\u672c\u60f3\u907f\u514d\u7684\u201c\u5de5\u5177\u590d\u6742\u5316\u201d\u9677\u9631\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5916\u90e8\u96c6\u6210\u7684\u5efa\u8bae\u66b4\u9732\u4e86\u5176\u751f\u6001\u4f4d\u98ce\u9669\u2014\u2014\u5728\u4fe1\u606f\u8f93\u5165\u6e90\u5934\uff08\u5982\u6d4f\u89c8\u5668\u3001\u793e\u4ea4\u5e73\u53f0\uff09\u5df2\u88ab\u5de8\u5934\u5784\u65ad\u7684\u5f53\u4e0b\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u201c\u4e2d\u5fc3\u201d\u7684\u7ade\u4e89\u529b\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u8fde\u63a5\u5668\u7684\u4e30\u5bcc\u7a0b\u5ea6\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u672a\u63d0\u53ca\uff0c\u4ec5\u9760\u201c\u52a0\u5bc6\u540c\u6b65\u201d\u548c\u201c\u6c38\u4e0d\u5220\u9664\u201d\u7684\u627f\u8bfa\u4f5c\u4e3a\u5356\u70b9\uff0c\u5728\u957f\u671f\u8fd0\u8425\u548c\u6570\u636e\u4e3b\u6743\u65e5\u76ca\u654f\u611f\u7684\u672a\u6765\uff0c\u80fd\u5426\u6301\u7eed\u4ecd\u662f\u95ee\u53f7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cPlanelo\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u66ff\u4ee3Notion\u6216Jira\uff0c\u800c\u5728\u4e8e\u5f00\u8f9f\u4e86\u4e00\u4e2a\u201cAPI\u539f\u751f\u201d\u7684\u8f7b\u91cf\u7ea7\u601d\u7ef4\u5c42\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u56f4\u7ed5\u201c\u53ef\u7f16\u7a0b\u60f3\u6cd5\u201d\u6784\u5efa\u8d77\u4e00\u4e2a\u8db3\u591f\u6709\u5438\u5f15\u529b\u7684\u5fae\u751f\u6001\uff0c\u8ba9\u5f00\u53d1\u8005\u5fc3\u7518\u60c5\u613f\u5730\u5c06\u6700\u521d\u7684\u7075\u611f\u706b\u82b1\u4ea4\u4ed8\u4e8e\u6b64\uff0c\u5e76\u8ba9\u706b\u82b1\u80fd\u771f\u6b63\u70b9\u71c3\u540e\u7eed\u7684\u81ea\u52a8\u5316\u5f15\u64ce\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\">Planelo<\/span>\n <\/div>\n<div class=\"comment-content\">Planelo is an idea-first workspace for developers. Capture, structure and connect ideas across iPhone, iPad and macOS \u2014 without the clutter of traditional project tools. Each idea and project exposes an API endpoint, enabling automations and custom workflows. This launch brings a clean interface, keyboard-friendly navigation, encrypted sync, and API keys to turn ideas into actions.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone! \ud83d\udc4b<br \/>\nI built Planelo because I never found a clean, lightweight place to organize ideas as a developer \u2014 without turning into a giant project manager. I wanted something fast, simple on the surface, but flexible underneath.<\/p>\n<p>The API layer came from my own need to connect notes with automations, agents and scripts. Ideas shouldn\u2019t stay static \u2014 they should trigger actions.<\/p>\n<p>I\u2019d love to hear how you structure your projects and what features you’d want next!<\/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><a href=\"https:\/\/www.producthunt.com\/@dawedeveloper\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dawedeveloper<\/a> This is very cool. good luck<\/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 David, that line about not wanting a giant project manager really resonates. Was there a specific tool where you realized you were spending more time managing the tool than actually capturing ideas?<\/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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Hey Van, great question \ud83d\ude42<br \/>It wasn\u2019t one single tool, but more a pattern I kept noticing across a few of them. After a while I realized I was spending more time setting up structures, statuses, and workflows than actually capturing ideas <em>when they appeared<\/em>.<\/p>\n<p>I wanted something that feels closer to \u201copen \u2192 write \u2192 move on\u201d, without the overhead of a full-blown project manager. That frustration is basically what led to building Planelo in the first place.<\/p>\n<p>Curious \u2014 did you hit a similar moment with your setup too?<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! One suggestion: often I get inspiration when I am browsing X – someone will share an open source repo or paper. It would be great to be able to easily share this into Planelo as the seed of an 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@derekattonkotsu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@derekattonkotsu<\/a> Thanks, Derek! \ud83d\ude0a That\u2019s exactly what Planelo is built for \u2014 it has a native share extension, so you can save links, images, voice memos, and files directly from X (or anywhere) as the starting point of an 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>Good idea to save our future idea’s is this safe can i save my ideas for long time and also give me short important features about this \ud83d\ude0a<\/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\/@syed_liyaqat_sareer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_liyaqat_sareer<\/a> No worries \ud83d\ude0a<br \/>You don\u2019t have to be concerned about the safety or leakage of your ideas.<\/p>\n<p>All ideas <strong>(including attachments)<\/strong> are <strong>encrypted on the server<\/strong>, and they\u2019re only accessible to you through your account. Planelo is built with privacy in mind \u2014 your ideas are <em>yours<\/em>, not training data or public content.<\/p>\n<p>Your data is also <strong>never deleted automatically<\/strong>. Everything stays stored <strong>as long as you want<\/strong>, and ideas are only removed if <strong>you delete them yourself<\/strong>.<\/p>\n<p>If you have any questions about security or long-term storage, I\u2019m happy to explain more \ud83d\ude4c<\/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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/VUCOJ6EIBBHWOK\" class=\"app-title\">AgentNotch<\/a><\/p>\n<div class=\"one-liner\">Real-time AI coding assistant telemetry in your Mac’s notch<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">113<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>AgentNotch\u662f\u4e00\u6b3e\u5e38\u9a7bMacBook\u201c\u5218\u6d77\u201d\u5c4f\u83dc\u5355\u680f\u7684\u8f7b\u91cf\u7ea7\u5e94\u7528\uff0c\u4e3a\u4f7f\u7528Claude Code\u548cOpenAI Codex\u7b49AI\u7f16\u7a0b\u52a9\u624b\u7684\u5f00\u53d1\u8005\u63d0\u4f9b\u5b9e\u65f6\u5de5\u5177\u8c03\u7528\u3001\u4ee4\u724c\u6d88\u8017\u53ca\u6210\u672c\u76d1\u63a7\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u6c89\u6d78\u5f0f\u7f16\u7801\u8fc7\u7a0b\u4e2d\u5bf9AI\u52a9\u624b\u5185\u90e8\u5de5\u4f5c\u72b6\u6001\u4e0d\u900f\u660e\u3001API\u8d39\u7528\u4e0d\u53ef\u63a7\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/73ba61b1-5e8d-476e-bb2a-7ad5ab4c6f57.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\/ed880ca0-b7c4-4700-a696-f03f1ba2b823.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\/7dd696f0-34d0-4f1e-aa7c-0a025f930bac.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\/ad7b88ce-729d-403e-844f-be565098ecbd.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\/35d8719c-9594-4546-a1d6-1586ef4c45ac.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\/123ffdbc-0607-4f9e-9ea1-0f8e79bd6b22.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/WaXI9oj6qRM\"><source src=\"https:\/\/youtu.be\/WaXI9oj6qRM\" 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\">GitHub<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5218\u6d77\u5c4f\u5229\u7528<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c2\u6d4b\u6027<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\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\u79f0\u8d5e\u5176\u521b\u610f\uff0c\u5c06\u95f2\u7f6e\u7684\u201c\u5218\u6d77\u201d\u533a\u57df\u53d8\u4e3a\u4fe1\u606f\u9762\u677f\u5f88\u806a\u660e\u3002\u6838\u5fc3\u597d\u8bc4\u96c6\u4e2d\u5728\u5b9e\u65f6\u5de5\u5177\u8ddf\u8e2a\u4e0e\u6210\u672c\u76d1\u63a7\u529f\u80fd\u4e0a\u3002\u6709\u6548\u63d0\u95ee\u5305\u62ec\uff1a\u662f\u5426\u652f\u6301Codex\u81ea\u5b9a\u4e49\u5de5\u5177\uff08\u5df2\u786e\u8ba4\u652f\u6301\uff09\uff0c\u4ee5\u53ca\u662f\u5426\u517c\u5bb9Xcode\uff08\u672a\u7b54\u590d\uff09\u3002\u53e6\u6709\u7528\u6237\u5efa\u8bae\u5728\u5de5\u5177\u6267\u884c\u8fc7\u957f\u65f6\u589e\u52a0\u8da3\u5473\u63d0\u793a\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 AgentNotch\u7684\u672c\u8d28\uff0c\u662f\u5c06AI\u7f16\u7a0b\u52a9\u624b\u4ece\u201c\u9ed1\u76d2\u201d\u63a8\u5411\u201c\u767d\u76d2\u201d\u7684\u4e00\u6b21\u7cbe\u5de7\u5c1d\u8bd5\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u5c55\u793a\uff0c\u800c\u5728\u4e8e\u4e3a\u201c\u4eba\u673a\u534f\u4f5c\u7f16\u7a0b\u201d\u8fd9\u4e00\u65b0\u5174\u5de5\u4f5c\u6d41\u6ce8\u5165\u4e86\u5173\u952e\u7684\u201c\u53ef\u89c2\u6d4b\u6027\u201d\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\uff0c\u5f00\u53d1\u8005\u4e0eAI\u52a9\u624b\u534f\u4f5c\u65f6\u5e38\u5904\u4e8e\u4e00\u79cd\u6a21\u7cca\u7684\u201c\u4fe1\u4efb\u201d\u6216\u201c\u731c\u6d4b\u201d\u72b6\u6001\uff1aAI\u5728\u505a\u4ec0\u4e48\uff1f\u5b83\u8bfb\u4e86\u54ea\u4e9b\u6587\u4ef6\uff1f\u8c03\u7528\u4e86\u4ec0\u4e48\u5de5\u5177\uff1f\u8fd9\u6b21\u751f\u6210\u4e3a\u4f55\u5982\u6b64\u6602\u8d35\uff1fAgentNotch\u901a\u8fc7\u8fd1\u4e4e\u65e0\u4fb5\u5165\u7684\u65b9\u5f0f\uff08\u5229\u7528OpenTelemetry\u7b49\u6807\u51c6\uff09\uff0c\u5c06AI\u52a9\u624b\u7684\u5185\u90e8\u201c\u601d\u7ef4\u201d\u8fc7\u7a0b\u2014\u2014\u5de5\u5177\u8c03\u7528\u5e8f\u5217\u3001\u4ee4\u724c\u6d88\u8017\u2014\u2014\u8f6c\u5316\u4e3a\u76f4\u89c2\u7684\u89c6\u89c9\u4fe1\u53f7\uff08\u989c\u8272\u533a\u5206AI\u6e90\u3001\u60ac\u6d6e\u8be6\u60c5\uff09\uff0c\u5e76\u76f4\u63a5\u6620\u5c04\u5230API\u6210\u672c\u3002\u8fd9\u76f4\u63a5\u56de\u5e94\u4e86\u5f00\u53d1\u8005\u4e24\u5927\u6df1\u5c42\u7126\u8651\uff1a\u5bf9\u8fc7\u7a0b\u5931\u63a7\u7684\u7126\u8651\uff08\u201c\u5b83\u5728\u778e\u641e\u4ec0\u4e48\uff1f\u201d\uff09\u548c\u5bf9\u8d22\u52a1\u5931\u63a7\u7684\u7126\u8651\uff08\u201c\u8fd9\u884c\u4ee3\u7801\u503c\u591a\u5c11\u94b1\uff1f\u201d\uff09\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ea7\u54c1\u5f62\u6001\uff08\u6816\u606f\u4e8e\u201c\u5218\u6d77\u201d\uff09\u662f\u5178\u578b\u7684\u201c\u573a\u666f\u5d4c\u5165\u5f0f\u8bbe\u8ba1\u201d\u80dc\u5229\u3002\u5b83\u653e\u5f03\u4e86\u4f20\u7edf\u7684\u72ec\u7acb\u7a97\u53e3\u6216Dock\u56fe\u6807\uff0c\u9009\u62e9\u4e0eMac\u786c\u4ef6\u7279\u6027\u6df1\u5ea6\u7ed1\u5b9a\uff0c\u5b9e\u73b0\u4e86\u4fe1\u606f\u4f20\u9012\u7684\u201c\u59cb\u7ec8\u5728\u7ebf\u201d\u4e0e\u201c\u96f6\u7126\u70b9\u62a2\u593a\u201d\uff0c\u5b8c\u7f8e\u5951\u5408\u4e86\u5f00\u53d1\u8005\u4e3b\u5c4f\u5e55\u7a7a\u95f4\u73cd\u8d35\u3001\u9700\u8981\u6301\u7eed\u4f46\u975e\u4e2d\u5fc3\u5316\u5173\u6ce8\u7684\u4f7f\u7528\u573a\u666f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u7280\u5229\u4e4b\u5904\u4e5f\u9690\u542b\u7740\u5c40\u9650\u4e0e\u6311\u6218\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u4e25\u91cd\u4f9d\u8d56\u4e8e\u4e0a\u6e38AI\u52a9\u624b\uff08\u5982Claude Code\u3001Codex\uff09\u81ea\u8eab\u63d0\u4f9b\u7684\u9065\u6d4b\u6570\u636e\u5b8c\u5907\u6027\u4e0e\u8d28\u91cf\uff0c\u8fd9\u4f7f\u5176\u66f4\u50cf\u4e00\u4e2a\u4f18\u79c0\u7684\u201c\u4eea\u8868\u76d8\u201d\u800c\u975e\u201c\u63a7\u5236\u5668\u201d\u3002\u5176\u6b21\uff0c\u5f53\u524d\u652f\u6301\u7684AI\u52a9\u624b\u751f\u6001\u6709\u9650\uff0c\u5728AI\u7f16\u7801\u5de5\u5177\u5feb\u901f\u8fed\u4ee3\u3001\u591a\u6a21\u578b\u5e76\u7528\u7684\u73b0\u5b9e\u4e2d\uff0c\u5176\u6269\u5c55\u80fd\u529b\u9762\u4e34\u8003\u9a8c\u3002\u6700\u540e\uff0c\u4ece\u957f\u8fdc\u770b\uff0c\u5f53AI\u52a9\u624b\u7684\u53ef\u9760\u6027\u4e0e\u53ef\u89e3\u91ca\u6027\u8db3\u591f\u9ad8\uff0c\u6216API\u6210\u672c\u964d\u81f3\u5ffd\u7565\u4e0d\u8ba1\u65f6\uff0c\u6b64\u7c7b\u76d1\u63a7\u5de5\u5177\u7684\u201c\u6b62\u75db\u201d\u4ef7\u503c\u53ef\u80fd\u4f1a\u8870\u51cf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cAgentNotch\u662f\u4e00\u6b3e\u7cbe\u51c6\u6355\u6349\u5230\u5f53\u4e0bAI\u7f16\u7a0b\u6df7\u5408\u5de5\u4f5c\u6d41\u4e2d\u201c\u8ba4\u77e5\u6469\u64e6\u201d\u4e0e\u201c\u6210\u672c\u6050\u60e7\u201d\u7684\u7cbe\u81f4\u5de5\u5177\u3002\u5b83\u4e0d\u6539\u53d8AI\u7f16\u7801\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u4f46\u663e\u8457\u6539\u5584\u4e86\u4eba\u673a\u534f\u4f5c\u7684\u4ea4\u4e92\u4f53\u9a8c\u4e0e\u5fc3\u7406\u5b89\u5168\u8fb9\u754c\u3002\u5b83\u7684\u51fa\u73b0\uff0c\u6807\u5fd7\u7740AI\u5de5\u5177\u751f\u6001\u6b63\u4ece\u5355\u7eaf\u8ffd\u6c42\u201c\u80fd\u529b\u5f3a\u5927\u201d\uff0c\u5411\u517c\u987e\u201c\u8fc7\u7a0b\u900f\u660e\u3001\u7ba1\u7406\u53ef\u63a7\u201d\u7684\u6210\u719f\u9636\u6bb5\u6f14\u8fdb\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\">AgentNotch<\/span>\n <\/div>\n<div class=\"comment-content\">AgentNotch is a macOS menu bar app that lives in your Mac’s notch, providing real-time visibility into your AI coding assistants. Watch as Claude Code and OpenAI Codex think, read files, and execute tools while you do other tasks. Install via Brew, and follow guide on Github to setup telemetry for CC and Codex. brew tap AppGram\/tap brew install –cask agentnotch<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Real-Time Tool Tracking<br \/>\nSee every tool call as it happens \u2014 file reads, code edits, shell commands, and more. Know exactly what your AI assistant is doing at any moment.<\/p>\n<p>Token and Cost Monitoring<br \/>\nTrack token usage (input\/output) and estimated costs in real-time. Never be surprised by API bills again.<\/p>\n<p>Meme Subway surf video if tool is taking to long and list of executed tools becomes boring<\/p>\n<p>Source-Aware Design<br \/>\nOrange indicator for Claude Code<br \/>\nBlue indicator for Codex<br \/>\nLight blue for unknown sources<br \/>\nVisual distinction lets you know which AI is active at a glance.<\/p>\n<p>Completion Detection<br \/>\nGet notified when your AI assistant finishes a task. No more wondering “is it still thinking?”<\/p>\n<p>Lightweight and Native<br \/>\nLives in your Mac’s notch \u2014 zero screen real estate used<br \/>\nNative macOS app \u2014 fast, efficient, battery-friendly<br \/>\nExpands on hover to show details<br \/>\nConfigurable<br \/>\nShow\/hide token counts<br \/>\nShow\/hide cost estimates<br \/>\nFilter by source (Claude\/Codex)<br \/>\nToggle menu bar icon<\/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>Wow, AgentNotch is genius! Love the idea of seeing my AI coding assistants working directly in the notch. Does this work with custom tools in Codex, or just the standard set? Curious about extending its functionality.<\/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\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> works with both, since it’s using otel calls that codex provides.<\/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>Using the notch for AI telemetry is genius \u2014 that space is just sitting there doing nothing on most Macs.<\/p>\n<p>Token tracking and cost visibility is exactly what vibe coders need. Easy to lose track of API spend when you’re in the flow.<\/p>\n<p>As someone who built my whole product with Cursor + Claude, I would’ve loved this. Congrats! \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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi, does it work with xcode? As this is not mentioned anywhere…?<\/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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/255QCTPRGKPFNQ\" class=\"app-title\">Gridfy.io<\/a><\/p>\n<div class=\"one-liner\">Live interactive widgets from Airtable, Notion or Sheets<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">113<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Gridfy.io \u662f\u4e00\u6b3e\u65e0\u4ee3\u7801\u5de5\u5177\uff0c\u53ef\u5c06 Airtable\u3001Notion \u6216 Google Sheets \u4e2d\u7684\u6570\u636e\u5b9e\u65f6\u8f6c\u6362\u4e3a\u53ef\u81ea\u5b9a\u4e49\u7684\u7f51\u7ad9\u4ea4\u4e92\u5f0f\u6302\u4ef6\uff0c\u89e3\u51b3\u4e86\u975e\u6280\u672f\u7528\u6237\u5728\u7f51\u7ad9\u4e0a\u52a8\u6001\u5c55\u793a\u548c\u5171\u4eab\u7ed3\u6784\u5316\u6570\u636e\u65f6\u9700\u4f9d\u8d56\u5f00\u53d1\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fbf06c85-6fdf-4270-88fd-748f75302acd.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\/bb892bb2-0838-4f7f-afef-d104f9861aed.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\/d0880c2b-2959-4412-9a7a-6980a6d2bd95.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\/879002c8-3ed7-4012-83b4-6944cc5ea141.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\/8f36b8ff-422f-43de-8e6c-9f6d1c94feb8.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/anUbAnUH-Mg\"><source src=\"https:\/\/youtu.be\/anUbAnUH-Mg\" 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\">Website Builder<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6302\u4ef6<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u5d4c\u5165<\/span><br \/>\n <span class=\"tag\">Airtable\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Notion\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Google Sheets\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u5f0f\u8868\u683c<\/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\u4e3b\u52a8\u4ecb\u7ecd\u4ea7\u54c1\u5b9a\u4f4d\uff0c\u5f3a\u8c03\u5176\u514d\u4ee3\u7801\u3001\u6613\u7528\u6027\u53ca\u9002\u7528\u573a\u666f\u3002\u6709\u7528\u6237\u8868\u8fbe\u9ad8\u5ea6\u5174\u8da3\uff0c\u5e76\u8be2\u95ee\u662f\u5426\u53ef\u7528\u4e8e\u5d4c\u5165\u57fa\u4e8eAirtable\u7684\u52a8\u6001\u6d3b\u52a8\u65e5\u5386\uff0c\u8fd9\u662f\u4e00\u4e2a\u5177\u4f53\u7684\u4f7f\u7528\u573a\u666f\u9a8c\u8bc1\u548c\u529f\u80fd\u786e\u8ba4\u8bf7\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 Gridfy.io \u7784\u51c6\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u65e5\u76ca\u589e\u957f\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u5c06\u4e3b\u6d41\u534f\u540c\u6570\u636e\u6e90\uff08Airtable\/Notion\/Sheets\uff09\u7684\u201c\u6570\u636e\u540e\u7aef\u201d\u4e0e\u9762\u5411\u516c\u4f17\u7684\u201c\u7f51\u7ad9\u524d\u7aef\u201d\u8fdb\u884c\u65e0\u4ee3\u7801\u6865\u63a5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u6570\u636e\u5c55\u793a\uff0c\u800c\u662f\u5c06\u6570\u636e\u5e93\u7684\u52a8\u6001\u67e5\u8be2\u3001\u8fc7\u6ee4\u3001\u6392\u5e8f\u80fd\u529b\uff0c\u4ee5\u54c1\u724c\u5316\u3001\u53ef\u4ea4\u4e92\u7684\u201c\u6d3b\u201d\u7ec4\u4ef6\u5f62\u5f0f\u8f93\u51fa\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u5c06\u8f7b\u91cf\u7ea7BI\u548c\u5185\u5bb9\u7ba1\u7406\u529f\u80fd\u6c11\u4e3b\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u76f4\u51fb\u6838\u5fc3\u75db\u70b9\uff1a\u5927\u91cf\u56e2\u961f\u7528\u8868\u683c\u5de5\u5177\u7ba1\u7406\u6838\u5fc3\u6570\u636e\uff0c\u4f46\u5bf9\u5916\u5c55\u793a\u65f6\u5374\u5361\u5728\u6280\u672f\u5b9e\u73b0\u4e0a\uff0c\u8981\u4e48\u9759\u6001\u5bfc\u51fa\u5931\u53bb\u5b9e\u65f6\u6027\uff0c\u8981\u4e48\u9700\u5f00\u53d1\u8d44\u6e90\u3002Gridfy.io \u8bd5\u56fe\u6210\u4e3a\u8fd9\u4e2a\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u7684\u6807\u51c6\u5316\u7ba1\u9053\u3002\u5176\u8bbe\u8ba1\u7684\u641c\u7d22\u3001\u8fc7\u6ee4\u3001\u7edf\u8ba1\u548c\u57df\u540d\u63a7\u5236\u529f\u80fd\uff0c\u8868\u660e\u5b83\u5e76\u975e\u73a9\u5177\uff0c\u800c\u662f\u8003\u8651\u4e86\u751f\u4ea7\u73af\u5883\u4f7f\u7528\u7684\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5e02\u573a\u5b9a\u4f4d\u4ecb\u4e8e\u4e13\u4e1a\u7684\u5d4c\u5165\u5f0f\u5206\u6790\u5de5\u5177\uff08\u5982 Tableau Embedded\uff09\u548c\u7b80\u5355\u7684\u9759\u6001\u5d4c\u5165\u4ee3\u7801\u4e4b\u95f4\uff0c\u9700\u8981\u6559\u80b2\u7528\u6237\u5176\u5dee\u5f02\u5316\u4ef7\u503c\u3002\u5176\u6b21\uff0c\u91cd\u5ea6\u4f9d\u8d56\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u7684API\u7a33\u5b9a\u6027\u548c\u6743\u9650\u4f53\u7cfb\uff0c\u8fd9\u662f\u5176\u6f5c\u5728\u7684\u6280\u672f\u98ce\u9669\u70b9\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u5c3d\u7ba1\u6709\u5174\u594b\u70b9\uff0c\u4f46\u7528\u6237\u53cd\u9988\u6837\u672c\u91cf\u4e0d\u8db3\uff0c\u5c1a\u672a\u5f62\u6210\u5f3a\u70c8\u7684\u9700\u6c42\u5171\u9e23\u6216\u573a\u666f\u6269\u5c55\u3002\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u5fc5\u5907\u7684\u4e2d\u95f4\u4ef6\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u6316\u6398\u51fa\u5982\u52a8\u6001\u4ea7\u54c1\u76ee\u5f55\u3001\u5b9e\u65f6\u6392\u884c\u699c\u3001\u5ba2\u6237\u6848\u4f8b\u5c55\u793a\u7b49\u6740\u624b\u7ea7\u5e94\u7528\u573a\u666f\uff0c\u5e76\u6784\u5efa\u8db3\u591f\u6df1\u7684\u62a4\u57ce\u6cb3\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u662f\u4e00\u4e2a\u601d\u8def\u6b63\u786e\u3001\u6267\u884c\u5230\u4f4d\u7684\u5229\u57fa\u4ea7\u54c1\uff0c\u4f46\u5929\u82b1\u677f\u53ef\u80fd\u53d7\u9650\u4e8e\u5176\u6e90\u5934\u5de5\u5177\uff08Airtable\u7b49\uff09\u81ea\u8eab\u7684\u751f\u6001\u548c\u7528\u6237\u89c4\u6a21\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\">Gridfy.io<\/span>\n <\/div>\n<div class=\"comment-content\">Gridfy.io turns your Airtable, Notion, or Google Sheets data into live, customizable website widgets \u2014 no code required. Embed interactive, filterable grids that update in real time and match your brand\u2019s look and feel. \ud83d\ude80 No-code live data widgets from Airtable, Notion & Sheets \ud83c\udfa8 Fully customizable design: colors, fonts, layout \ud83d\udd0d Search, filters & sorting built in \ud83d\udcc8 Stats & usage tracking for your widgets \ud83d\udd10 Domain access control to restrict where widgets run<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>We built Gridfy Widgets to make it effortless to share your structured data on the web without building custom code or dashboards. With Gridfy, you can connect Airtable, Notion, or Google Sheets, design a widget visually, and embed it live with a script. It\u2019s perfect for creators, makers, and teams who want dynamic content on their sites \u2014 from leaderboards to product lists and event calendars. <\/p>\n<p>Tell us what you\u2019d build with it! \ud83d\udca1<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Gridfy looks amazing! The live interactive grids are exactly what I need. Im curious, could I use this to embed a dynamically updated events calendar sourced from Airtable?<\/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\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3UTTS2HBGEPM35\" class=\"app-title\">Too Many Buttons<\/a><\/p>\n<div class=\"one-liner\">Only one button works. Every other click is chaos.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">104<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4ec5\u6709\u4e00\u4e2a\u6709\u6548\u6309\u94ae\u7684\u6df7\u6c8c\u7f51\u9875\u6e38\u620f\uff0c\u901a\u8fc7\u5c06\u201c\u8bef\u64cd\u4f5c\u201d\u672c\u8eab\u8f6c\u5316\u4e3a\u6838\u5fc3\u73a9\u6cd5\uff0c\u5728\u7528\u6237\u5bfb\u6c42\u77ed\u65f6\u3001\u523a\u6fc0\u3001\u5a31\u4e50\u6027\u632b\u8d25\u611f\u7684\u4f11\u95f2\u573a\u666f\u4e0b\uff0c\u63d0\u4f9b\u4e86\u7b80\u5355\u76f4\u63a5\u7684\u60c5\u7eea\u91ca\u653e\u4e0e\u6311\u6218\u4e50\u8da3\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/631edec0-97ed-4ec8-914f-ad42942f99ed.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\/86580991-af36-4f6d-8356-c570d1a750ba.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\/fad4d406-a883-4e9e-903e-9c29d8700152.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\">Indie Games<\/span><br \/>\n <span class=\"tag\">Games<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4f11\u95f2\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u6df7\u6c8c\u73a9\u6cd5<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u50cf\u7d20\u98ce\u683c<\/span><br \/>\n <span class=\"tag\">\u632b\u8d25\u611f\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u75c5\u6bd2\u4f20\u64ad<\/span><br \/>\n <span class=\"tag\">\u901f\u901a\u6311\u6218<\/span><br \/>\n <span class=\"tag\">\u65e0\u9700\u4e0b\u8f7d<\/span><br \/>\n <span class=\"tag\">\u5373\u65f6\u6e38\u73a9<\/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\u96c6\u4e2d\u4e8e\uff1a1. \u80af\u5b9a\u5176\u75c5\u6bd2\u5f0f\u4f20\u64ad\u6f5c\u529b\u4e0e\u76f4\u64ad\u9002\u914d\u6027\uff08\u97f3\u6548\u7248\u6743\u5df2\u89e3\u51b3\uff09\uff1b2. \u5efa\u8bae\u589e\u52a0\u5168\u7403\u6392\u884c\u699c\u3001\u63d0\u793a\u7cfb\u7edf\u3001\u5173\u5361\u6e10\u8fdb\u8bbe\u8ba1\u53ca\u6539\u5584\u6587\u5b57\u53ef\u8bfb\u6027\uff1b3. \u63a2\u8ba8\u6709\u6548\u6309\u94ae\u7684\u968f\u673a\u903b\u8f91\u4e0e\u53ef\u6316\u6398\u6a21\u5f0f\uff1b4. \u6838\u5fc3\u4f53\u9a8c\u88ab\u8bc4\u4ef7\u4e3a\u201c\u6709\u8da3\u800c\u975e\u75db\u82e6\u7684\u632b\u8d25\u611f\u201d\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 \u201cToo Many Buttons\u201d\u8868\u9762\u4e0a\u662f\u4e00\u6b3e\u4ee5\u201c\u6df7\u6c8c\u201d\u548c\u201c\u632b\u8d25\u201d\u4e3a\u5356\u70b9\u7684\u65e0\u5398\u5934\u6e38\u620f\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5bf9\u73b0\u4ee3\u6570\u5b57\u4ea4\u4e92\u4e60\u60ef\u7684\u4e00\u6b21\u7cbe\u5de7\u89e3\u6784\u4e0e\u620f\u4eff\u3002\u5728\u8ffd\u6c42\u6781\u81f4\u6548\u7387\u4e0e\u786e\u5b9a\u6027\u7684\u65f6\u4ee3\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u5c06\u201c\u9519\u8bef\u70b9\u51fb\u201d\u8fd9\u4e00\u901a\u5e38\u88ab\u5c3d\u529b\u907f\u514d\u7684\u884c\u4e3a\uff0c\u8bbe\u8ba1\u4e3a\u6e38\u620f\u4f53\u9a8c\u7684\u7edd\u5bf9\u4e3b\u4f53\u3002\u8fd9\u5e76\u975e\u7b80\u5355\u7684\u6076\u641e\uff0c\u800c\u662f\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u201c\u4e0d\u516c\u5e73\u201d\u53cd\u9988\uff08\u5982\u5c4f\u5e55\u9707\u52a8\u3001\u865a\u5047\u5f39\u7a97\uff09\uff0c\u5236\u9020\u51fa\u4e00\u79cd\u5b89\u5168\u8303\u56f4\u5185\u7684\u3001\u53ef\u63a7\u7684\u5931\u63a7\u611f\uff0c\u8ba9\u73a9\u5bb6\u5728\u5c61\u8d25\u5c61\u6218\u4e2d\u83b7\u53d6\u5947\u7279\u7684\u5ba3\u6cc4\u5feb\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u4ea7\u54c1\u5f62\u6001\u770b\uff0c\u5176\u201c\u65e0\u9700\u4e0b\u8f7d\u3001\u5373\u70b9\u5373\u73a9\u201d\u7684\u8f7b\u91cf\u5316\u8bbe\u8ba1\uff0c\u7cbe\u51c6\u5339\u914d\u4e86\u5176\u788e\u7247\u5316\u3001\u6613\u4f20\u64ad\u7684\u5b9a\u4f4d\uff0c\u5c24\u5176\u5951\u5408\u76f4\u64ad\u5a31\u4e50\u573a\u666f\u3002\u5f00\u53d1\u8005\u5bf9\u8bc4\u8bba\u7684\u56de\u5e94\u4e5f\u663e\u793a\u51fa\u6e05\u6670\u7684\u4ea7\u54c1\u8fed\u4ee3\u601d\u8def\uff1a\u5728\u4fdd\u6301\u6838\u5fc3\u6df7\u6c8c\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u79ef\u6781\u8003\u8651\u52a0\u5165\u6392\u884c\u699c\uff08\u793e\u4ea4\u7ade\u4e89\uff09\u3001\u53ef\u8bbf\u95ee\u6027\u4f18\u5316\uff08\u5b57\u4f53\uff09\u548c\u6a21\u5f0f\u6df1\u5316\uff08\u63d0\u793a\u3001\u6a21\u5f0f\uff09\uff0c\u8fd9\u6709\u52a9\u4e8e\u5c06\u4e00\u6b21\u6027\u730e\u5947\u4f53\u9a8c\u8f6c\u5316\u4e3a\u5177\u5907\u4e00\u5b9a\u7559\u5b58\u548c\u6df1\u5ea6\u53ef\u80fd\u7684\u6e38\u620f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u98ce\u9669\u5728\u4e8e\u6838\u5fc3\u73a9\u6cd5\u7684\u5355\u8584\u4e0e\u65b0\u9c9c\u611f\u7684\u5feb\u901f\u8870\u51cf\u3002\u76ee\u524d\u7684\u201c\u6df7\u6c8c\u201d\u6548\u679c\u5e93\u82e5\u4e0d\u80fd\u6301\u7eed\u66f4\u65b0\u6216\u5f15\u5165\u66f4\u6df1\u7684\u5143\u6e38\u620f\u903b\u8f91\uff0c\u73a9\u5bb6\u6781\u6613\u5728\u77ed\u6682\u72c2\u6b22\u540e\u611f\u5230\u4e4f\u5473\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u51fa\u8272\u7684\u201c\u6e38\u620f\u539f\u578b\u201d\u6216\u75c5\u6bd2\u5f0f\u8425\u9500\u6848\u4f8b\uff0c\u800c\u975e\u4e00\u4e2a\u5177\u5907\u957f\u671f\u751f\u547d\u529b\u7684\u4ea7\u54c1\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5f00\u53d1\u8005\u80fd\u5426\u5c06\u201c\u6df7\u6c8c\u201d\u8fd9\u4e00\u6982\u5ff5\uff0c\u4ece\u7b80\u5355\u7684\u89c6\u542c\u5e72\u6270\uff0c\u5347\u7ef4\u4e3a\u4e00\u79cd\u53ef\u63a2\u7d22\u3001\u53ef\u638c\u63e1\u3001\u751a\u81f3\u53ef\u7ade\u6280\u7684\u6df1\u5c42\u6e38\u620f\u673a\u5236\uff0c\u4ece\u800c\u5b8c\u6210\u4ece\u201c\u5671\u5934\u201d\u5230\u201c\u7ecf\u5178\u201d\u7684\u8de8\u8d8a\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\">Too Many Buttons<\/span>\n <\/div>\n<div class=\"comment-content\">Too Many Buttons is a chaotic browser game where only ONE button works. Every other click unleashes random chaos – screen shakes, fake alerts, loud sounds, and instant frustration. Play Classic mode at your own pace or Speedrun mode against the clock. Choose multiple difficulties with up to 200 buttons on screen. Built with a retro pixel look and zero instructions, it\u2019s simple, infuriating, and oddly addictive. No sign-up. No downloads. Just click and survive the chaos.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>it would be cool if you added a global leaderboard so we can see who has the fastest fingers in the world<\/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\">@saturnina_brigante That\u2019s a great idea – competition would fit the chaos really well \ud83d\ude04<br \/>\nA global leaderboard is definitely something I\u2019m considering if people keep enjoying the game.<br \/>\nFor now I wanted to keep it simple, but seeing interest like this makes me want to explore it \ud83d\udc40<br \/>\nThanks for the suggestion!<\/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 can totally see streamers playing this and raging on Twitch. It has massive viral potential. \ud83d\udcf9 One practical question for content creators: are all the sound effects and music royalty-free\/safe for streaming, so they don’t get DMCA strikes while screaming at their monitors?<\/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\/@yoang_loo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yoang_loo<\/a> Love that perspective \u2014 thank you! \ud83d\ude4c<br \/>Yes, all sound effects and music in the game are either original or royalty-free, so it\u2019s safe for streaming with no DMCA concerns.<br \/>Would be amazing to see streamers rage-playing it \ud83d\ude04\ud83d\udcf9<\/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 gives me serious ‘The Impossible Quiz’ flashbacks. It\u2019s the perfect kind of frustrating\u2014I definitely lean towards ‘fun’ rather than ‘painful’. I\u2019m curious about the ‘one working button’ logic\u2014is its position completely random every time the level loads, or is there a subtle pattern\/logic for speedrunners to memorize?<\/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\">@liusally4 That comparison made my day – The Impossible Quiz was definitely an inspiration \ud83d\ude04<br \/>\nRight now, the winning button is randomized on each load, so there\u2019s no guaranteed safe spot to memorize.<br \/>\nThat said, I\u2019m very interested in exploring subtle patterns or modes in the future if people want to speedrun or master the chaos.<br \/>\nAppreciate you checking it out!<\/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>OMG this is hilarious! The retro pixel look is <em>chefs kiss<\/em>. How did you make the random chaos feel so perfectly timed to be the MOST frustrating?<\/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\">@jaydev13 Haha thank you! \ud83d\ude04<br \/>\nIt\u2019s all about intentionally unfair timing – just enough randomness to make you feel in control, then pulling the rug at the worst moment.<br \/>\nGlad the pixel chaos is working!<\/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 isnt what i’m on product hunt for, but im so glad it exists.<\/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\">@thecarguy Haha I\u2019ll take that as a win \ud83d\ude04<br \/>\nThanks for giving it a try – happy it surprised you in a good way!<\/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 sitting here in the office currently playing this game haha. Wasn’t anticipating getting rick rolled! Maybe you should increase the text size a bit cause it is hard to read. Perhaps try including hints, so we can also get closer to finding the right button (although that might beat your intention of keeping it chaotic)? Is there a limit to the number of levels? <\/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\">@mustassim Haha love that it made it into the office \ud83d\ude04<br \/>\nAnd sorry (not sorry) about the rickroll – couldn\u2019t resist \ud83d\ude05<br \/>\nYou\u2019re totally right about the text size – a few people have mentioned readability, so I\u2019ll definitely improve that without losing the chaotic feel.<br \/>\nAs for hints: that\u2019s a really interesting idea. Right now the chaos is very intentional, but I like the thought of optional hints or modes for players who want a bit more strategy.<br \/>\nAt the moment there\u2019s no fixed level limit – it\u2019s more about quick, repeatable chaos – but feedback like this is helping shape what it could become.<br \/>\nThanks a lot for playing and sharing your thoughts!<\/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>Pretty funny project \ud83d\ude42<br \/>I don’t know if its only me, but the font and the text size make it pretty hard for read to me.<\/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\/@karol_burdzinski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@karol_burdzinski<\/a> Thanks a lot for the feedback! \ud83d\ude4c<br \/>The retro \/ pixel style was intentional, but you\u2019re right – readability shouldn\u2019t suffer because of it.<br \/>I\u2019ll experiment with font size and contrast to improve readability without losing the chaotic vibe.<br \/>Really appreciate you taking the time to try it and share this!<\/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\">I built Too Many Buttons as a small experiment around frustration as gameplay.<\/p>\n<p>The idea was simple: what if clicking the wrong button wasn\u2019t a mistake – but the entire experience?<\/p>\n<p>Only one button lets you progress. Everything else reacts differently, sometimes in very annoying ways.<\/p>\n<p>I\u2019m curious:<br \/>\n\u2022 Does it feel frustrating in a fun way or just painful?<br \/>\n\u2022 Which mode do you prefer – Classic or Speedrun?<br \/>\n\u2022 What kind of chaos should I add next?<\/p>\n<p>Thanks for trying it – and sorry in advance \ud83d\ude04<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Too much irritation, i liked the idea but closed in seconds (gamer for life)<br \/>I believe it can be redone with stages or something with starting with few buttons to growing into more complex things rather than starting with final stage of 100 buttons or so you have<\/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\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/45GJQSCAPKZUPE\" class=\"app-title\">Claw Executive OS<\/a><\/p>\n<div class=\"one-liner\">Digital chief of staff that automates your files with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">103<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8e\u672c\u5730AI\u4ee3\u7406\u7684\u201c\u6570\u5b57\u884c\u653f\u52a9\u7406\u201d\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u6574\u7406\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\uff0c\u89e3\u51b3\u7528\u6237\u56e0\u6587\u4ef6\u6df7\u4e71\u3001\u624b\u52a8\u7ba1\u7406\u8017\u65f6\u8d39\u529b\u800c\u4ea7\u751f\u7684\u6548\u7387\u4e0e\u9690\u79c1\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2965fe75-e8f5-4655-afcd-d089307830ae.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\/29202c48-b317-47a3-8c69-414017dfa882.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\/97ada034-3a76-4cdf-b4cc-a2b41263f781.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\/44cea8b1-c4d3-48b0-90c6-8f282375ebce.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=NmK7n5LDFvI\"><source src=\"https:\/\/www.youtube.com\/watch?v=NmK7n5LDFvI\" 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\">Mac<\/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\">\u672c\u5730AI\u6587\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u884c\u653f\u52a9\u7406<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u4e00\u6b21\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u65e0\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u5e93\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\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\u672c\u5730\u4f18\u5148\u3001\u65e0\u8ba2\u9605\u7684\u6a21\u5f0f\uff0c\u8ba4\u4e3a\u5b83\u89e3\u51b3\u4e86\u6587\u4ef6\u6df7\u4e71\u7684\u6838\u5fc3\u75db\u70b9\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u5904\u7406\u5927\u6587\u4ef6\u7684\u6027\u80fd\u3001\u9690\u79c1\u4fdd\u62a4\u7684\u5177\u4f53\u673a\u5236\uff0c\u4ee5\u53ca\u5e0c\u671b\u6709\u66f4\u5145\u5206\u7684\u8bd5\u7528\u671f\u3002\u6709\u6548\u53cd\u9988\u4f53\u73b0\u4e86\u5bf9\u201c\u5b89\u9759\u5de5\u4f5c\u201d\u800c\u975e\u804a\u5929\u4ea4\u4e92\u7684AI\u52a9\u624b\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 Claw Executive OS \u7684\u53d9\u4e8b\u7cbe\u660e\u5730\u7ed5\u5f00\u4e86\u62e5\u6324\u7684\u201cAI\u804a\u5929\u673a\u5668\u4eba\u201d\u8d5b\u9053\uff0c\u76f4\u6307\u4e00\u4e2a\u66f4\u53e4\u8001\u3001\u66f4\u987d\u56fa\u7684\u75db\u70b9\uff1a\u6df7\u4e71\u7684\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u3002\u5176\u5ba3\u79f0\u7684\u201c\u6570\u5b57\u53c2\u8c0b\u957f\u201d\u5b9a\u4f4d\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u201cAI\u4ee3\u7406\u201d\u6982\u5ff5\u4ece\u4e91\u7aef\u62c9\u56de\u672c\u5730\uff0c\u626e\u6f14\u4e00\u4e2a\u6c89\u9ed8\u7684\u3001\u6301\u7eed\u8fd0\u884c\u7684\u7cfb\u7edf\u7ea7\u7ba1\u5bb6\u3002\u8fd9\u4e00\u5b9a\u4f4d\u5de7\u5999\u907f\u5f00\u4e86\u4e0eChatGPT\u7b49\u901a\u7528\u804a\u5929AI\u7684\u76f4\u63a5\u7ade\u4e89\uff0c\u8f6c\u800c\u6df1\u8015\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u7531\u4e09\u4e2a\u652f\u67f1\u6784\u6210\uff1a**\u9690\u79c1\uff08\u672c\u5730\u5904\u7406\uff09\u3001\u6210\u672c\uff08\u4e00\u6b21\u4e70\u65ad\uff09\u548c\u81ea\u52a8\u5316\uff08\u65e0\u611f\u6267\u884c\uff09**\u3002\u8fd9\u7cbe\u51c6\u5730\u51fb\u4e2d\u4e86\u5f53\u524d\u7528\u6237\u5bf9\u4e91\u670d\u52a1\u6570\u636e\u5b89\u5168\u7684\u666e\u904d\u7126\u8651\u3001\u5bf9\u8ba2\u9605\u5236\u6cdb\u6ee5\u7684\u538c\u5026\uff0c\u4ee5\u53ca\u5bf9\u201c\u771f\u6b63\u81ea\u52a8\u5316\u201d\u800c\u975e\u201c\u53e6\u4e00\u4e2a\u9700\u8981\u63d0\u793a\u8bcd\u7684\u7ba1\u7406\u5bf9\u8c61\u201d\u7684\u6e34\u671b\u3002\u521b\u59cb\u4ebaSean\u7528\u201c\u5e74\u85aa6\u4e07\u7f8e\u5143\u7684\u884c\u653f\u52a9\u7406\u201d\u4f5c\u7c7b\u6bd4\uff0c\u6781\u5177\u717d\u52a8\u529b\uff0c\u5c06\u4e00\u6b21\u6027\u4ed8\u8d39\u5851\u9020\u6210\u4e00\u79cd\u7406\u6027\u7684\u201c\u6295\u8d44\u201d\uff0c\u800c\u975e\u6d88\u8d39\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u957f\u671f\u53d1\u5c55\u5b58\u5728\u5185\u5728\u5f20\u529b\u3002\u201c\u4e00\u6b21\u4ed8\u8d39\uff0c\u6c38\u4e45\u62e5\u6709\u201d\u5728\u8d62\u5f97\u521d\u671f\u7528\u6237\u597d\u611f\u7684\u540c\u65f6\uff0c\u4e5f\u4e25\u91cd\u9650\u5236\u4e86\u53ef\u6301\u7eed\u7684\u7814\u53d1\u6536\u5165\u3002\u672c\u5730\u4f18\u5148\u867d\u4fdd\u969c\u9690\u79c1\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u653e\u5f03\u4e86\u901a\u8fc7\u4e91\u7aef\u6570\u636e\u8fed\u4ee3\u6539\u8fdb\u6a21\u578b\u7684\u53ef\u80fd\u6027\uff0c\u5176AI\u6574\u7406\u80fd\u529b\u7684\u51c6\u786e\u6027\u548c\u9002\u5e94\u6027\u5929\u82b1\u677f\u53ef\u80fd\u8f83\u4f4e\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5927\u6587\u4ef6\u5904\u7406\u7684\u7591\u95ee\uff0c\u6070\u6070\u66b4\u9732\u4e86\u672c\u5730\u7b97\u529b\u7684\u5c40\u9650\u3002\u6240\u8c13\u7684\u201c\u6865\u6881\u201d\u8fde\u63a5\u5230\u81ea\u5bb6AgenticFlow Cloud\uff0c\u867d\u4e3a\u590d\u6742\u4efb\u52a1\u63d0\u4f9b\u4e86\u51fa\u53e3\uff0c\u4f46\u4e5f\u9690\u7ea6\u63ed\u793a\u4e86\u5176\u672a\u6765\u53ef\u80fd\u901a\u8fc7\u4e91\u7aef\u589e\u503c\u670d\u52a1\u5bfb\u6c42\u76c8\u5229\u7684\u8def\u5f84\uff0c\u8fd9\u4e0e\u201c\u53cd\u8ba2\u9605\u201d\u7684\u521d\u5fc3\u7565\u6709\u76f8\u6096\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cClaw\u662f\u4e00\u6b3e\u6982\u5ff5\u5148\u884c\u7684\u4ea7\u54c1\uff0c\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u771f\u5b9e\u7684\u5e02\u573a\u7f1d\u9699\u548c\u60c5\u7eea\u75db\u70b9\u3002\u4f46\u5176\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff1a\u672c\u5730AI\u6a21\u578b\u5728\u590d\u6742\u3001\u4e2a\u6027\u5316\u7684\u6587\u4ef6\u5206\u7c7b\u4efb\u52a1\u4e0a\u80fd\u5426\u8fbe\u5230\u7528\u6237\u53ef\u63a5\u53d7\u7684\u667a\u80fd\u6c34\u5e73\uff1b\u4ee5\u53ca\u5728\u6ca1\u6709\u6301\u7eed\u8ba2\u9605\u6536\u5165\u7684\u60c5\u51b5\u4e0b\uff0c\u56e2\u961f\u5982\u4f55\u7ef4\u6301\u957f\u671f\u66f4\u65b0\u4e0e\u652f\u6301\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7406\u60f3\u4e3b\u4e49\u7684\u5ba3\u8a00\uff0c\u5176\u6210\u529f\u4e0e\u5426\u5c06\u53d6\u51b3\u4e8e\u6280\u672f\u6267\u884c\u80fd\u5426\u8ddf\u4e0a\u7cbe\u5999\u7684\u5b9a\u4f4d\u53d9\u4e8b\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\">Claw Executive OS<\/span>\n <\/div>\n<div class=\"comment-content\">The Executive OS that automates your local file system via AI agents. No code. No monthly fees. Just results. Claw is a secure, local-first janitor that organizes your digital chaos instantly. It processes files on-device (privacy-first) and bridges to the AgenticFlow Cloud for complex 24\/7 delegation. Pay once, keep it forever.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Hunters! \ud83d\udc4b Sean here.<br \/>\nHiring an executive assistant costs $60k\/year. They organize your files, clean your desktop, and manage your workflows.<br \/>\nWe built Claw to do that for free, locally, and instantly.<br \/>\nWe were tired of “Chat” interfaces. You don’t want to chat with your file system; you want it to just work.<br \/>\nClaw is the Executive OS that gives your AI a body:<br \/>\n\ud83d\udcc2 The Janitor: It watches your messy Downloads folder and organizes files instantly using local vision models.<br \/>\n\ud83d\udd12 The Vault: Your data stays on your disk. No cloud uploads for local tasks. Privacy first.<br \/>\n\u2601\ufe0f The Bridge: When you need heavy lifting, it bridges to the AgenticFlow Cloud for 24\/7 complex delegation.<br \/>\n\ud83d\udeab Why we hate subscriptions: Claw runs locally on your machine, so we don’t have massive recurring server costs. That means you shouldn’t have recurring fees either. Pay once, and you own the version forever.<br \/>\nLaunch Special: The “Free Forever” tier is fully unlocked, and we\u2019ve included a $1.00 Pixel ML Credit so you can try our premium LLM models on the house.<br \/>\nStop doing the busy work. Download your new employee. \ud83d\udc47<\/p>\n<p>\u2014 Sean<\/p><\/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\/@seanp_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@seanp_ai<\/a> Hi Sean, are you spying my desktop?! <\/p>\n<p>I’m super organized, except my files. My files are always a mess, and suffer a lot when I need to find something.<\/p>\n<p>A question please, how do you handle the correct categorization while respecting user privacy?<\/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\">@jojo_li hey hey, I\u2019m sharing the same problem searching stuff like you especially when we are moving fast as busy professionals. Claw fully operate on your computer + you can choose LLM provider with zero-retention policy. Also you can even use Claw with no internet via Ollama (a little setup but quite straightforward)<\/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\/@seanp_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@seanp_ai<\/a> Great product Sean. Maybe we will get past the budget-final-reallyfinalQ3.xls with this<\/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 the local-first, no-subscription approach. This feels less like \u201canother AI chat\u201d and more like giving your computer an actual assistant that quietly does the boring stuff. My files are always messy, definitely going to try it out \ud83d\udcaa<\/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\">@galvin much appreciated! Saner AI always my inspiration to build Claw !<\/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, such a great idea! I\u2019m the type of guy who download and screenshot tons of things, then spend 30 mins organizing and deleting them every Sunday. Will check this 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\">@henry_at_anystory thanks Henry, much appreciated!<\/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, Claw Executive OS looks amazing! Love the local-first approach for privacy. How does the on-device processing handle extremely large video files? Super 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>Great idea for local work. I tried Claw and it helps to organize my local storage and work with my files as a knowledge base. Also I connected my Google Gemini and Perplexity subscriptions so that I can use everything in one place. Nice idea!<\/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>Great idea, would be great to have pro unlocked for a day to test it. I love the idea. <\/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\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DD2KQLMHC2PCHT\" class=\"app-title\">NotifyGate<\/a><\/p>\n<div class=\"one-liner\">One Gate for all your Notifications<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">103<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>NotifyGate\u662f\u4e00\u6b3e\u65e0\u9700\u66f4\u6539\u4ee3\u7801\u5373\u53ef\u96c6\u4e2d\u7ba1\u7406\u548c\u667a\u80fd\u8def\u7531\u901a\u77e5\u7684\u5e73\u53f0\uff0c\u5728\u7cfb\u7edf\u76d1\u63a7\u4e0e\u8fd0\u7ef4\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u8b66\u62a5\u6cdb\u6ee5\u3001\u8def\u7531\u50f5\u5316\u3001\u4ea4\u4ed8\u72b6\u6001\u4e0d\u900f\u660e\u7b49\u75db\u70b9\uff0c\u5e2e\u52a9\u56e2\u961f\u63d0\u5347\u544a\u8b66\u5904\u7406\u6548\u7387\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e032985c-0f51-4b3d-ab85-9e47a1421697.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\/e537898a-aed3-4243-bb23-5dd59047963d.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\/42eab882-336c-4989-a833-7a651813f3fa.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\/64512af5-aadb-407f-8367-e94ae2ba26dd.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\/ffeac686-f8a1-438a-bdd4-cb0380a664f0.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\/05be3792-31b9-4374-9bee-764814f67d0f.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/kL1GmCoXNAA\"><source src=\"https:\/\/youtu.be\/kL1GmCoXNAA\" 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\">API<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u901a\u77e5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8fd0\u7ef4\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c2\u6d4b\u6027<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u8b66\u62a5\u964d\u566a<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u914d\u7f6e<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u4eea\u8868\u677f<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">API\u96c6\u6210<\/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\u8ba4\u53ef\u4ea7\u54c1\u89e3\u51b3\u201c\u8b66\u62a5\u6d2a\u6cdb\u201d\u548c\u65e0\u9700\u6539\u4ee3\u7801\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5173\u6ce8\u56e2\u961f\u534f\u4f5c\u529f\u80fd\u3002\u4e3b\u8981\u95ee\u9898\u805a\u7126\u4e8e\u9759\u9ed8\u529f\u80fd\u7684\u9897\u7c92\u5ea6\uff0c\u521b\u59cb\u4eba\u56de\u590d\u8bc1\u5b9e\u652f\u6301\u57fa\u4e8e\u4e8b\u4ef6\u7c7b\u578b\u3001\u4e25\u91cd\u7ea7\u522b\u3001\u5143\u6570\u636e\u7b49\u7684\u7cbe\u7ec6\u8fc7\u6ee4\uff0c\u5e76\u79ef\u6781\u9080\u8bf7\u6d4b\u8bd5\u4e0e\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 NotifyGate\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u5374\u6781\u5176\u987d\u56fa\u7684\u8fd0\u7ef4\u75db\u70b9\uff1a\u901a\u77e5\u7ba1\u7406\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u6df7\u4e71\u3002\u5176\u5ba3\u79f0\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u4e2d\u8f6c\uff0c\u800c\u5728\u4e8e\u5c06\u901a\u77e5\u903b\u8f91\u4ece\u786c\u7f16\u7801\u4e2d\u89e3\u8026\uff0c\u5b9e\u73b0\u4e86\u8fd0\u7ef4\u7b56\u7565\u7684\u201c\u8f6f\u201d\u63a7\u5236\u4e0e\u5b9e\u65f6\u8fed\u4ee3\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e3a\u65e5\u76ca\u590d\u6742\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u4e2a\u52a8\u6001\u7684\u3001\u4e2d\u5fc3\u5316\u7684\u201c\u901a\u77e5\u7b56\u7565\u5c42\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0e\u73b0\u6709\u76d1\u63a7\u6216\u65e5\u5fd7\u5de5\u5177\u7684\u7ade\u4e89\uff0c\u8f6c\u800c\u5145\u5f53\u5176\u4e0b\u6e38\u7684\u667a\u80fd\u8def\u7531\u5668\u3002\u5185\u7f6e\u91cd\u8bd5\u3001\u5b9e\u65f6\u770b\u677f\u7b49\u529f\u80fd\u5c5e\u4e8e\u5fc5\u8981\u57fa\u5efa\uff0c\u800c\u201cAI\u4ee3\u7406\u96c6\u6210\u201d\u7684\u63d0\u6cd5\u5219\u7565\u663e\u66a7\u6627\uff0c\u53ef\u80fd\u662f\u672a\u6765\u7528\u4e8e\u667a\u80fd\u964d\u566a\u6216\u81ea\u52a8\u5206\u8bca\u7684\u4f0f\u7b14\uff0c\u4f46\u76ee\u524d\u770b\u6765\u5e76\u975e\u6838\u5fc3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u9762\u4e34\u7684\u6311\u6218\u6e05\u6670\u53ef\u89c1\uff1a\u9996\u5148\uff0c\u4f5c\u4e3a\u65b0\u7684\u4e2d\u95f4\u5c42\uff0c\u5b83\u589e\u52a0\u4e86\u67b6\u6784\u590d\u6742\u6027\uff0c\u7528\u6237\u9700\u8981\u8bc4\u4f30\u5176\u53ef\u9760\u6027\u4e0e\u5ef6\u8fdf\u6210\u672c\uff1b\u5176\u6b21\uff0c\u9ad8\u7ea7\u7684\u8fc7\u6ee4\u4e0e\u8def\u7531\u89c4\u5219\u53ef\u80fd\u5e26\u6765\u65b0\u7684\u914d\u7f6e\u8d1f\u62c5\uff0c\u5c06\u4ee3\u7801\u4e2d\u7684\u6df7\u4e71\u8f6c\u79fb\u81f3UI\u914d\u7f6e\u7684\u98ce\u9669\u4f9d\u7136\u5b58\u5728\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u597d\u7528\u7684\u5c0f\u5de5\u5177\u201d\u6f14\u53d8\u4e3a\u56e2\u961f\u534f\u4f5c\u4e0e\u4e8b\u4ef6\u54cd\u5e94\u6d41\u7a0b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u7b56\u7565\u4e2d\u67a2\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u89e3\u51b3\u4e86\u53ef\u89c1\u6027\u4e0e\u63a7\u5236\u7075\u6d3b\u6027\u7684\u71c3\u7709\u4e4b\u6025\uff0c\u4f46\u957f\u671f\u6210\u529f\u53d6\u51b3\u4e8e\u80fd\u5426\u6784\u5efa\u6df1\u539a\u7684\u96c6\u6210\u751f\u6001\u4e0e\u7b56\u7565\u6a21\u677f\u5e93\uff0c\u8ba9\u7528\u6237\u771f\u6b63\u611f\u53d7\u5230\u201c\u914d\u7f6e\u5373\u751f\u6548\u201d\u7684\u654f\u6377\uff0c\u800c\u975e\u66ff\u6362\u4e86\u4e00\u79cd\u5f62\u5f0f\u7684\u201c\u4ee3\u7801\u503a\u52a1\u201d\u3002\u521b\u59cb\u4eba\u79ef\u6781\u4e92\u52a8\u7684\u59ff\u6001\u503c\u5f97\u80af\u5b9a\uff0c\u4f46\u9700\u8b66\u60d5\u5728\u7528\u6237\u53cd\u9988\u4e2d\u9677\u5165\u529f\u80fd\u5806\u780c\uff0c\u5e94\u575a\u5b88\u5176\u201c\u7b80\u5316\u201d\u7684\u6838\u5fc3\u4f7f\u547d\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\">NotifyGate<\/span>\n <\/div>\n<div class=\"comment-content\">Control your notifications without code changes. Route to Slack, Discord, Email & more. Mute noisy alerts, throttle chatty services, and escalate critical issues\u2014all from a web UI. Built-in retries, real-time dashboards & AI agent integration.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b I built NotifyGate because I was tired of:<\/p>\n<p>– Getting flooded by the same alert 100 times during an outage<br \/>\n– Deploying code just to change where notifications go<br \/>\n– Having zero visibility into what notifications are actually being delivered<\/p>\n<p>NotifyGate sits between your services and notification channels. You send events to one API, then control everything else from the dashboard\u2014routing, throttling, muting, escalation, and more. The best part? You can change any of this instantly without touching your code. During a maintenance window? Toggle a mute rule. New team member needs alerts? Add a routing rule. Noisy service? Throttle it. I’d love your feedback! What notification pain points do you deal with?<\/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\/@red_lin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@red_lin<\/a> Really nice product I like the focus on team collaboration. I\u2019m currently working solo, but I\u2019d love to try it as the team grows. If you\u2019re ever open to a conversation around improving product security as you scale, happy to connect<\/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, NotifyGate looks amazing! The idea of throttling chatty services without code is brilliant. How granular can I get with the muting – can I silence specific types of events from a service, or is it all-or-nothing?<\/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\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Thanks so much for checking out NotifyGate! \ud83c\udf89<\/p>\n<\/p>\n<p>To answer your question – yes, the muting is very granular! You can silence specific event types, filter by severity level, target specific projects\/modules, match on metadata fields, and even use regex patterns on titles. It’s designed so you can surgically mute exactly what you need without affecting everything else.<\/p>\n<p><strong>I’d love to get you set up to try it out!<\/strong> If you’d like an invite, just let me know and I’ll get that sorted.<\/p>\n<p>And genuinely – any feedback you have would be incredibly valuable. Whether it’s:<\/p>\n<ul>\n<li>\n<p>Features you wish existed<\/p>\n<\/li>\n<li>\n<p>Anything confusing in the UI or docs<\/p>\n<\/li>\n<li>\n<p>Use cases that aren’t well supported<\/p>\n<\/li>\n<li>\n<p>Rough edges you run into<\/p>\n<\/li>\n<\/ul>\n<p>I’m all ears. This is the kind of input that shapes where the product goes next, so don’t hold back!<\/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\/ZLTTOEPCC4RBUE\" class=\"app-title\">Datastripes Lens<\/a><\/p>\n<div class=\"one-liner\">Turn any web data into instant, interactive charts<\/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>\u4e00\u6b3e\u80fd\u81ea\u52a8\u8bc6\u522b\u7f51\u9875\u8868\u683c\u6570\u636e\u5e76\u4e00\u952e\u751f\u6210\u4ea4\u4e92\u5f0f\u56fe\u8868\u7684\u514d\u8d39Chrome\u63d2\u4ef6\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u624b\u52a8\u590d\u5236\u7c98\u8d34\u6570\u636e\u5230\u8868\u683c\u8f6f\u4ef6\u8fdb\u884c\u53ef\u89c6\u5316\u7684\u7e41\u7410\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5b9e74a2-7330-4e16-aa8f-40e790195493.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\/3a4c3650-35ca-4ea6-91ca-42d64c1d0d19.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\/0c35e551-cc0b-43ba-b4ec-7f35fff9f1d4.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\/2dcffa50-5400-4aed-91e1-5a36561aafbf.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=2oDnltdqvow\"><source src=\"https:\/\/www.youtube.com\/watch?v=2oDnltdqvow\" 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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Data & Analytics<\/span><br \/>\n <span class=\"tag\">Data Visualization<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u56fe\u8868<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u6570\u636e\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u5f0f\u56fe\u8868<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6d1e\u5bdf<\/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\u4ea7\u54c1\u662f\u201c\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\u201d\u3002\u4e3b\u8981\u95ee\u9898\u805a\u7126\u4e8e\u6280\u672f\u7ec6\u8282\uff1a\u4e00\u662f\u8be2\u95ee\u81ea\u52a8\u68c0\u6d4b\u6570\u636e\u7684\u5177\u4f53\u7b97\u6cd5\uff1b\u4e8c\u662f\u5173\u5fc3\u5176\u5bf9\u590d\u6742\u5d4c\u5957\u8868\u683c\uff08\u5982\u653f\u5e9c\u62a5\u544a\uff09\u7b49\u8fb9\u7f18\u6848\u4f8b\u7684\u5904\u7406\u80fd\u529b\u3002\u5f00\u53d1\u8005\u56de\u5e94\u7b97\u6cd5\u57fa\u4e8eDOM\u7ed3\u6784\u548c\u5185\u5bb9\u542f\u53d1\u5f0f\u89c4\u5219\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 Datastripes Lens \u7784\u51c6\u4e86\u4e00\u4e2a\u5e7f\u6cdb\u5b58\u5728\u4f46\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u201c\u6570\u636e\u6cbc\u6cfd\u201d\u75db\u70b9\uff1a\u7f51\u9875\u4e0a\u5927\u91cf\u4ee5\u9759\u6001\u8868\u683c\u5f62\u5f0f\u5b58\u5728\u3001\u96be\u4ee5\u76f4\u63a5\u5206\u6790\u7684\u6570\u636e\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u4f53\u9a8c\u521b\u65b0\u2014\u2014\u5c06\u4f20\u7edf\u9700\u6570\u5206\u949f\u3001\u8de8\u591a\u4e2a\u8f6f\u4ef6\u7684\u6570\u636e\u63d0\u53d6\u4e0e\u53ef\u89c6\u5316\u6d41\u7a0b\uff0c\u538b\u7f29\u4e3a\u4e00\u6b21\u70b9\u51fb\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e3a\u666e\u901a\u7528\u6237\uff08\u975e\u4e13\u4e1a\u6570\u636e\u5206\u6790\u5e08\uff09\u63d0\u4f9b\u4e86\u4e00\u79cd\u4f4e\u95e8\u69db\u7684\u201c\u6570\u636e\u900f\u89c6\u201d\u80fd\u529b\uff0c\u8bd5\u56fe\u5c06\u597d\u5947\u5fc3\u7684\u77ac\u65f6\u706b\u82b1\uff0c\u5feb\u901f\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u6d1e\u5bdf\uff0c\u4ece\u800c\u53ef\u80fd\u6539\u53d8\u4eba\u4eec\u6d4f\u89c8\u4fe1\u606f\u5bc6\u96c6\u578b\u7f51\u9875\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\u3002\u9996\u5148\uff0c\u5176\u201c\u667a\u80fd\u8bc6\u522b\u201d\u7684\u53ef\u9760\u6027\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7f51\u9875\u7ed3\u6784\u7684\u89c4\u6574\u6027\uff0c\u9762\u5bf9\u975e\u6807\u51c6\u3001\u590d\u6742\u6216\u52a8\u6001\u52a0\u8f7d\u7684\u8868\u683c\uff0c\u4f53\u9a8c\u5f88\u53ef\u80fd\u5927\u6253\u6298\u6263\uff0c\u6b63\u5982\u7528\u6237\u6240\u62c5\u5fe7\u7684\u201c\u8fb9\u7f18\u6848\u4f8b\u201d\u3002\u5176\u6b21\uff0c\u5f53\u524d\u5b83\u66f4\u50cf\u4e00\u4e2a\u9ad8\u6548\u7684\u201c\u89c6\u56fe\u8f6c\u6362\u5668\u201d\uff0c\u5728\u771f\u6b63\u7684\u6570\u636e\u5206\u6790\u6df1\u5ea6\uff08\u5982\u6570\u636e\u6e05\u6d17\u3001\u590d\u6742\u8ba1\u7b97\u3001\u591a\u6e90\u5173\u8054\uff09\u4e0a\u5b58\u5728\u5c40\u9650\u3002\u5b83\u7684\u771f\u6b63\u5bf9\u624b\u6216\u8bb8\u4e0d\u662fExcel\uff0c\u800c\u662f\u73b0\u4ee3\u6d4f\u89c8\u5668\u81ea\u5e26\u7684\u201c\u5f00\u53d1\u8005\u5de5\u5177\u201d\u4e2d\u7b80\u5355\u7684\u590d\u5236\u8868\u683c\u529f\u80fd\uff0c\u4ee5\u53caAI\u52a9\u624b\uff08\u5982ChatGPT\uff09\u65e5\u76ca\u5f3a\u5927\u7684\u6570\u636e\u7406\u89e3\u4e0e\u56fe\u8868\u751f\u6210\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0c\u4ea7\u54c1\u7684\u957f\u671f\u4ef7\u503c\u4e0d\u5728\u4e8e\u6210\u4e3a\u5168\u80fd\u7684\u6570\u636e\u5206\u6790\u5e73\u53f0\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6781\u81f4\u5316\u5176\u201c\u5373\u65f6\u3001\u65e0\u6469\u64e6\u201d\u7684\u5355\u4e00\u7279\u6027\uff0c\u5e76\u56f4\u7ed5\u7279\u5b9a\u5782\u76f4\u573a\u666f\uff08\u5982\u7ade\u54c1\u76d1\u63a7\u3001\u8d22\u62a5\u901f\u8bfb\u3001\u4ef7\u683c\u8ffd\u8e2a\uff09\u6784\u5efa\u4e0d\u53ef\u66ff\u4ee3\u7684\u201cLens\u201d\u5e93\uff0c\u4ece\u901a\u7528\u5de5\u5177\u8fdb\u5316\u4e3a\u573a\u666f\u5316\u89e3\u51b3\u65b9\u6848\u3002\u517694\u7684\u6295\u7968\u6570\u663e\u793a\u4e86\u5e02\u573a\u5bf9\u201c\u964d\u566a\u63d0\u6548\u201d\u5de5\u5177\u7684\u6e34\u671b\uff0c\u4f46\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u5fc5\u5907\u7684\u5de5\u4f5c\u6d41\u73af\u8282\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u9762\u5bf9\u6df7\u4e71\u771f\u5b9e\u7f51\u7edc\u6570\u636e\u7684\u9c81\u68d2\u6027\uff0c\u4ee5\u53ca\u80fd\u5426\u6784\u5efa\u8d77\u8d85\u8d8a\u201c\u4e00\u952e\u751f\u6210\u201d\u7684\u3001\u771f\u6b63\u7684\u5206\u6790\u6d1e\u5bdf\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\">Datastripes Lens<\/span>\n <\/div>\n<div class=\"comment-content\">Stop copying data to spreadsheets. Datastripes Lens is a free Chrome extension that transforms boring tables and numbers on any webpage into a powerful gallery of interactive charts with one click. Your personal data analyst, right in your browser.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<br \/>\nI’m Vincenzo, the maker of Datastripes Lens.<\/p>\n<p>For years, I’ve been frustrated by a simple, universal problem: the web is filled with valuable data, but it’s trapped in static HTML tables and boring lists. To analyze it, we all fall back on the same painful process: copy, paste into Excel\/Sheets, fight with formatting, and finally, maybe, build a chart.<\/p>\n<p>It’s slow, tedious, and kills curiosity.<\/p>\n<p>Datastripes Lens is my answer to that problem.<br \/>\nIt’s a “magic lens” for your browser that instantly turns any data on any webpage into beautiful, interactive visualizations.<\/p>\n<p>Here\u2019s how it works:<br \/>\n\u2728 It auto-detects data: Browse any page with a table (think pricing pages, financial reports, analytics dashboards, CSV files). A small, friendly dot will appear.<br \/>\n\ud83d\uddb1\ufe0f One click is all it takes: Click the dot, and a full gallery of charts (Bar, Line, Pie, Doughnut, and even Radar charts) pops up, instantly analyzing the data for you.<br \/>\n\ud83e\udde0 It\u2019s smart: Lens intelligently identifies the best dimensions and metrics to give you a meaningful chart from the get-go. No setup required.<br \/>\n\ud83d\udcbe Save your views with “Lenses”: Found the perfect analysis for a page you visit often? Save it as a “Lens”! Next time you visit that URL, your favorite chart will be ready and waiting.<\/p>\n<p>The goal was to create a tool that feels like a superpower for marketers, founders, analysts, and anyone who’s ever thought, “I wish I could just chart this.”<br \/>\nI\u2019m here all day to answer your questions and hear your feedback. What will you analyze first?<br \/>\nCheck it out: it\u2019s free!<br \/>\nThanks for your support<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vincenzo_manto\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vincenzo_manto<\/a> cool! idea on converting every web data into visual charts, with this much sleek UI<\/p>\n<p>looking forward to try 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting \ud83d\ude42 Would love to know more about the algorithm which that auto-detects 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\/@bekjon_ibragimov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bekjon_ibragimov<\/a> Thx! Behind the core functionality of Datastripes Lens is an algorithm that exploits the structure of the DOM and many heuristics on the content of web 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>Wow, Datastripes is incredible! The Lens extension is a game changer. Does it handle really complex, nested tables well, like those found in government reports? Super curious about the edge cases!<\/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\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JPMEJODNE5LHRI\" class=\"app-title\">TheTabber<\/a><\/p>\n<div class=\"one-liner\">Create, repurpose, and post across 9+ social platforms<\/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\u6b3e\u5e2e\u52a9\u5185\u5bb9\u521b\u4f5c\u8005\u5c06\u5355\u4e00\u5185\u5bb9\u9002\u914d\u5e76\u4e00\u952e\u53d1\u5e03\u81f39\u4e2a\u4ee5\u4e0a\u793e\u4ea4\u5e73\u53f0\uff0c\u901a\u8fc7AI\u5de5\u5177\u63d0\u5347\u6548\u7387\u5e76\u6574\u5408\u6570\u636e\u5206\u6790\u7684\u8de8\u5e73\u53f0\u53d1\u5e03\u7ba1\u7406\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u591a\u5e73\u53f0\u8fd0\u8425\u7e41\u7410\u4e14\u6210\u672c\u9ad8\u6602\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6dd28423-1949-4298-904f-ff4caa06f740.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\/c9c0f342-1dbd-4faf-816c-32c3128ab40a.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\/361bee2f-41b5-4e83-a783-83f29caede8c.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\/a0d7d831-1f4e-4793-a0a4-c6986a5e5654.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\/4ea9e7d3-7900-48d2-a387-2b2b62eb5187.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=rvt_AflV2I0\"><source src=\"https:\/\/www.youtube.com\/watch?v=rvt_AflV2I0\" 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\">Social media marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u5e73\u53f0\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u518d\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6392\u671f<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">UGC\u89c6\u9891<\/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\u89e3\u51b3\u591a\u5e73\u53f0\u53d1\u5e03\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5e76\u5173\u6ce8AI\u5904\u7406\u65b9\u5f0f\uff08\u5ba2\u6237\u7aef\/\u670d\u52a1\u5668\u7aef\uff09\u4e0e\u9690\u79c1\u5b89\u5168\u3002\u5efa\u8bae\u5305\u62ec\uff1a\u4f18\u5316\u6807\u8bed\u4ee5\u5f3a\u8c03\u201c\u5f71\u54cd\u529b\u201d\u800c\u975e\u201c\u5de5\u4f5c\u201d\uff1b\u7b80\u5316UX\u4f7f\u5176\u66f4\u53cb\u597d\u975e\u6781\u5ba2\uff1b\u660e\u786e\u5b89\u5168\u89c4\u5212\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 TheTabber\u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u8d5b\u9053\uff1a\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u4e00\u952e\u53d1\u5e03\u201d\uff0c\u800c\u5728\u4e8e\u201cAI\u9a71\u52a8\u7684\u518d\u521b\u4f5c\u201d\u8fd9\u4e00\u5dee\u5f02\u5316\u5b9a\u4f4d\u3002\u5c06\u957f\u89c6\u9891\u62c6\u5206\u3001\u751f\u6210\u5b57\u5e55\u3001\u521b\u5efaUGC\u98ce\u683c\u89c6\u9891\u7b49\u529f\u80fd\uff0c\u8bd5\u56fe\u89e3\u51b3\u5185\u5bb9\u521b\u4f5c\u8005\u6700\u672c\u8d28\u7684\u96be\u9898\u2014\u2014\u5185\u5bb9\u4ea7\u80fd\u4e0e\u5f62\u5f0f\u9002\u914d\u3002\u8fd9\u6bd4\u5355\u7eaf\u7684\u8c03\u5ea6\u53d1\u5e03\u524d\u8fdb\u4e86\u4e00\u6b65\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5b9a\u4ef7\u7b56\u7565\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u5e02\u573a\u4e2d\u4f18\u52bf\u4e0d\u660e\uff0c\u9700\u76f4\u9762Buffer\u3001Hootsuite\u7b49\u6210\u719f\u4ea7\u54c1\u7684\u538b\u529b\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u201c\u6781\u5ba2\u611f\u201dUX\u662f\u81f4\u547d\u4f24\uff0c\u56e0\u4e3a\u76ee\u6807\u7528\u6237\u521b\u4f5c\u8005\u7fa4\u4f53\u5bf9\u4f53\u9a8c\u548c\u76f4\u89c9\u64cd\u4f5c\u8981\u6c42\u6781\u9ad8\u3002\u6700\u540e\uff0c\u5176\u6280\u672f\u8def\u5f84\u5b58\u5728\u77db\u76fe\uff1a\u4e3a\u5f3a\u8c03\u9690\u79c1\u91c7\u7528\u5ba2\u6237\u7aefAI\u5904\u7406\uff0c\u4f46\u8fd9\u53ef\u80fd\u9650\u5236\u590d\u6742AI\u6a21\u578b\u7684\u80fd\u529b\u4e0e\u5904\u7406\u901f\u5ea6\uff1b\u672a\u6765\u63d0\u4f9b\u670d\u52a1\u5668\u7aef\u9009\u9879\u7684\u89c4\u5212\uff0c\u53c8\u5c06\u7528\u6237\u62d6\u5165\u9690\u79c1\u4e0e\u6548\u80fd\u7684\u6743\u8861\u56f0\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u95ee\u9898\u662f\uff1aTheTabber\u662f\u201c\u529f\u80fd\u805a\u5408\u5668\u201d\u8fd8\u662f\u201c\u667a\u80fd\u521b\u4f5c\u4f34\u4fa3\u201d\uff1f\u524d\u8005\u6613\u9677\u5165\u540c\u8d28\u5316\u7ade\u4e89\uff0c\u540e\u8005\u5219\u9700\u5728AI\u5185\u5bb9\u7406\u89e3\u7684\u6df1\u5ea6\u4e0a\u6784\u5efa\u58c1\u5792\u3002\u76ee\u524d\u770b\uff0c\u5b83\u66f4\u50cf\u524d\u8005\u589e\u52a0\u4e86\u4e00\u5c42AI\u529f\u80fd\u5916\u8863\u3002\u82e5\u60f3\u7a81\u56f4\uff0c\u5fc5\u987b\u5c06AI\u4ece\u201c\u8f85\u52a9\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u521b\u4f5c\u6838\u5fc3\u201d\uff0c\u4f8b\u5982\u5b9e\u73b0\u8de8\u5e73\u53f0\u5185\u5bb9\u98ce\u683c\u7684\u6df1\u5ea6\u81ea\u9002\u5e94\uff0c\u800c\u4e0d\u4ec5\u662f\u683c\u5f0f\u88c1\u526a\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u521b\u4f5c\u8005\u5de5\u5177\u94fe\u4e2d\u53c8\u4e00\u4e2a\u53ef\u66ff\u4ee3\u7684\u4e2d\u95f4\u73af\u8282\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\">TheTabber<\/span>\n <\/div>\n<div class=\"comment-content\">TheTabber.com helps creators upload or pull content from another account, then repurpose and publish it everywhere. It has smart scheduling, analytics, and AI-powered tools.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunters! Thank you so much for checking this out \ud83d\ude42<\/p>\n<\/p>\n<p>I’ve been using TheTabber primarily to repurpose my mom’s TikTok content for other social media platforms. The available options are too expensive and too cluttered and confusing. <\/p>\n<\/p>\n<p>I thought, why not add more features with a clean and easy-to-use UI and publish it? So here I am.<\/p>\n<\/p>\n<p>I came up with the name TheTabber because the more tabs you have open for social media posting, the more of The Tabber you are–and this product is for you. LOL!<\/p>\n<\/p>\n<p>These are the available features so far:<\/p>\n<ul>\n<li>\n<p>Connect 9+ social platforms <\/p>\n<\/li>\n<li>\n<p>Post or schedule image, carousel, video, or text content<\/p>\n<\/li>\n<li>\n<p>Repurpose content from other social media accounts<\/p>\n<\/li>\n<li>\n<p>View analytics of your posts<\/p>\n<\/li>\n<li>\n<p>Create UGC-style videos with AI help<\/p>\n<\/li>\n<li>\n<p>Create 2×2 image grid videos with AI help<\/p>\n<\/li>\n<li>\n<p>Generate captions, edit styles, split long video into segments with AI help<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p>Pricing (3-day free trial):<\/p>\n<ul>\n<li>\n<p>Starter – $4.99\/month<\/p>\n<\/li>\n<li>\n<p>Pro – $14.99\/month<\/p>\n<\/li>\n<li>\n<p>Premium – $29.99\/month<\/p>\n<\/li>\n<\/ul>\n<p>All of them get a 20% discount if billed annually.<\/p>\n<\/p>\n<p>On top of that, I\u2019ve also added another 20% discount if you enter \u201cPH-LAUNCH\u201d in the promotion code section on Stripe’s checkout page.<\/p>\n<\/p>\n<p>I\u2019d love to hear what you think. Feedback, suggestions, or questions are all welcome!<\/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\/@quietlyconfident\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quietlyconfident<\/a> This looks really useful for influencers and anyone posting content across multiple platforms. I\u2019m not the core user myself, but I plan to refer this to a few creator friends. Out of curiosity, are you already thinking about security for TheTabber, or is that something you\u2019re planning to focus on later as the product grows?<\/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>Hey team, congrats on the launch of TheTabber! Managing 9 platforms is a huge pain point, and the integrated UGC video creator is a smart differentiator.<\/p>\n<p>I\u2019m a technical conversion strategist (Kaizier). I noticed your headline focuses on the ‘work’ (One Upload), but your target audience\u2014creators\u2014cares about the <strong>‘Reach.’<\/strong> > I\u2019ve drafted a ‘Visibility-First’ Hero rewrite that positions TheTabber as an audience multiplier rather than just a time-saver. <strong>Want me to send it over so you can drive more sign-ups from today\u2019s traffic?<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kaizier_malerm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kaizier_malerm<\/a> Thank you for pointing that out! I\u2019d really appreciate it if you could share your recommendations.<\/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 guys!! <\/p>\n<\/p>\n<p>Quick question! For the AI-powered repurposing tools, are you using multimodal models (e.g., for video captioning or image-to-grid generation) with client-side processing for privacy, or server-side with queuing to manage costs and latency during bulk scheduling?<\/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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> Thank you and great question! For now, we use client-side processing for privacy, but we plan to add a server-side option and keep both available in the future based on user demand \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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@quietlyconfident\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"quietlyconfident\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quietlyconfident<\/a> Congrats on the launch and this is super helpful, solve a real pain point, as a creator \ud83d\ude42<\/p>\n<p>However, is there a way to make your UX less complex and more user friendly? In my humble opinion it feels very geeky and could be sleeker maybe <\/p>\n<\/p>\n<p>Thanks!!<\/p>\n<\/p>\n<p>Fahd<\/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\/@fahd_rachidy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fahd_rachidy<\/a> Thank you, Fahd! I can see how someone might feel that way. I hope it won\u2019t feel too complex after the onboarding process, but I\u2019m always looking for ways to make the UX as simple and user-friendly as possible.<\/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\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/VKV2E76QFVU746\" class=\"app-title\">yolog.dev Desktop<\/a><\/p>\n<div class=\"one-liner\">Never lose a vibe coding session. Archive, replay, search.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">90<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u672c\u5730\u4f18\u5148\u7684AI\u7f16\u7a0b\u4f1a\u8bdd\u5b58\u6863\u4e0e\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u81ea\u52a8\u5f52\u6863\u3001\u5b8c\u6574\u56de\u653e\u548c\u5168\u5c40\u641c\u7d22\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u9057\u5fd8AI\u7f16\u7a0b\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3001\u51b3\u7b56\u8fc7\u7a0b\u548c\u6709\u6548\u4ee3\u7801\u7247\u6bb5\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d69e667b-aeed-4dba-be20-39d6d11afabe.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\/1d1790b0-8ef6-4884-bc81-96b78b45b46e.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\/fe11bdd8-e85c-41e3-98ac-cc6098f2d742.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\/9260daba-f0b9-4d62-9a09-8103e1075151.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\/727447ae-e88c-4858-b5d0-3dee83cf43a0.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\/015c4d42-2f4d-4d72-83e6-89fc3ed614e6.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/77KEQciBtdc\"><source src=\"https:\/\/youtu.be\/77KEQciBtdc\" 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\">GitHub<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bdd\u5b58\u6863<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">Claude Code<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bdd\u56de\u653e<\/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\u8ba4\u53ef\u4ea7\u54c1\u7406\u5ff5\uff0c\u8ba4\u4e3aAI\u7f16\u7a0b\u4f1a\u8bdd\u662f\u65b0\u578b\u6587\u6863\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u5f3a\u70c8\u8981\u6c42\u6269\u5c55\u652f\u6301\u5176\u4ed6AI\u5e73\u53f0\uff08\u5982Gemini\uff09\uff1b\u521b\u59cb\u4eba\u79ef\u6781\u56de\u5e94\uff0c\u8868\u793a\u5df2\u5728\u89c4\u5212\u4e2d\u3002\u521b\u59cb\u4eba\u4e3b\u52a8\u5f81\u96c6\u540e\u7eed\u5f00\u53d1\u65b9\u5411\uff0c\u5982\u65b0\u6307\u6807\u3001\u652f\u6301\u66f4\u591a\u5de5\u5177\u53ca\u56e2\u961f\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 yolog.dev Desktop \u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u5ffd\u89c6\u4f46\u81f3\u5173\u91cd\u8981\u7684\u7f1d\u9699\u5e02\u573a\uff1aAI\u7f16\u7a0b\u7684\u201c\u4f1a\u8bdd\u8d44\u4ea7\u7ba1\u7406\u201d\u3002\u5b83\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u65e5\u5fd7\u8bb0\u5f55\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u4e3aAI\u8f85\u52a9\u7f16\u7a0b\u8fd9\u79cd\u9ad8\u5ea6\u975e\u7ebf\u6027\u7684\u5de5\u4f5c\u6d41\u5efa\u7acb\u53ef\u8ffd\u6eaf\u7684\u201c\u51b3\u7b56\u8c31\u7cfb\u201d\u3002\u4f20\u7edf\u7248\u672c\u63a7\u5236\u7ba1\u7406\u4ee3\u7801\u7ed3\u679c\uff0c\u800cyolog\u8bd5\u56fe\u7ba1\u7406\u4ea7\u751f\u4ee3\u7801\u7684\u601d\u7ef4\u8fc7\u7a0b\u548c\u4ea4\u4e92\u201c\u6c1b\u56f4\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u63d0\u51fa\u7684\u201c\u6c1b\u56f4\u6307\u6807\u201d\u6982\u5ff5\u9887\u5177\u91ce\u5fc3\uff0c\u8bd5\u56fe\u91cf\u5316\u4eba\u673a\u534f\u4f5c\u7684\u6760\u6746\u7387\u4e0e\u8282\u594f\uff0c\u8fd9\u76f4\u6307\u5f53\u524d\u5f00\u53d1\u8005\u8bc4\u4f30\u4f53\u7cfb\u7684\u76f2\u533a\u3002\u5f53\u4ee3\u7801\u4ea7\u51fa\u8d8a\u6765\u8d8a\u4f9d\u8d56\u63d0\u793a\u5de5\u7a0b\u4e0e\u8fed\u4ee3\u5bf9\u8bdd\u65f6\uff0c\u8861\u91cf\u201ctoken\u6760\u6746\u7387\u201d\u6216\u8bb8\u6bd4\u8ba1\u7b97\u4ee3\u7801\u884c\u6570\u66f4\u6709\u610f\u4e49\u3002\u672c\u5730\u4f18\u5148\u7684\u8bbe\u8ba1\u662f\u660e\u667a\u7684\u53cc\u5203\u5251\uff0c\u5b83\u786e\u4fdd\u4e86\u9690\u79c1\u5e76\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4f46\u4e5f\u4e3a\u5176\u672a\u6765\u7684\u534f\u4f5c\u4e0e\u77e5\u8bc6\u5171\u4eab\u613f\u666f\u8bbe\u4e0b\u4e86\u5929\u7136\u5c4f\u969c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6838\u5fc3\u98ce\u9669\u5728\u4e8e\u751f\u6001\u7ed1\u5b9a\u3002\u76ee\u524d\u6df1\u5ea6\u4f9d\u8d56Claude Code\uff0c\u8fd9\u4f7f\u5176\u751f\u5b58\u4e0e\u5355\u4e00\u4ea7\u54c1\u7684API\u53d8\u52a8\u5f3a\u76f8\u5173\u3002\u7528\u6237\u7684\u6269\u5c55\u9700\u6c42\u4e5f\u5370\u8bc1\u4e86\u8fd9\u4e00\u70b9\u3002\u6b64\u5916\uff0c\u5c06\u975e\u7ed3\u6784\u5316\u7684\u5bf9\u8bdd\u65e5\u5fd7\u8f6c\u5316\u4e3a\u53ef\u641c\u7d22\u3001\u53ef\u91cf\u5316\u7684\u201c\u77e5\u8bc6\u201d\uff0c\u9700\u8981\u6781\u5f3a\u7684\u8bed\u4e49\u5904\u7406\u4e0e\u6458\u8981\u80fd\u529b\uff0c\u8fd9\u5bf9\u4e00\u4e2a\u5c0f\u578b\u672c\u5730\u5e94\u7528\u662f\u6301\u7eed\u7684\u6280\u672f\u6311\u6218\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u4e0e\u7528\u6237\u7684\u9057\u5fd8\u4e60\u60ef\u548cAI\u670d\u52a1\u7684\u5c01\u95ed\u6027\u4f5c\u6597\u4e89\uff0c\u5176\u6210\u8d25\u5c06\u9a8c\u8bc1\u201cAI\u7f16\u7a0b\u4f1a\u8bdd\u662f\u5426\u503c\u5f97\u88ab\u4e25\u8083\u5bf9\u5f85\u4e3a\u77e5\u8bc6\u8d44\u4ea7\u201d\u8fd9\u4e00\u6838\u5fc3\u5047\u8bbe\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\">yolog.dev Desktop<\/span>\n <\/div>\n<div class=\"comment-content\">Your vibe coding sessions disappear into JSONL files you’ll never open again. yolog.dev Desktop fixes this. \ud83d\uddc2\ufe0f Archive & Replay \u2013 Import from Claude Code. Full playback with timeline. \ud83d\udd0d Search \u2013 Find that decision you made with AI couple days ago. \ud83d\udcca Vibe Metrics \u2013 Token leverage, burn rate, flow detection, streak tracking. \ud83d\udcb0 Cost Tracking \u2013 Per-project \/ Per-session breakdowns. \ud83d\udd12 Privacy-First \u2013 All data stays local. ~10MB app.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I want every developer to have a permanent, searchable memory for their AI sessions. I’ve made a decision:<strong> If yolog.dev Desktop hits the Top 5 today, I will make all current pro features free for everyone<\/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>Wow, I\u2019ve been wanting exactly this! \ud83d\ude04 Sometimes I\u2019m restoring chats again and again, but totally forget which conversation led to which build… haha.<br \/>Quick question \u2014 does this work only with Claude Code, or does it support other platforms too? Like Gemini, maybe? \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\/@xiayan1999\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@xiayan1999<\/a> Love to hear this! \ud83d\ude04 Still early days, lots of ideas I want to build into yolog, so any feedback or suggestions are super welcome. Gemini support is definitely on the roadmap!<\/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 PH! \ud83d\udc4b<\/p>\n<p>I built yolog because I kept having the same frustrating experience: solving a problem with Claude Code, then hitting the same problem weeks later and having no idea where that session went.<\/p>\n<p>AI coding sessions are like a new form of documentation \u2013 they capture not just the code, but the reasoning, the failed attempts, and the “aha” moments. They are the pulse of the interaction between you and the AI. They shouldn’t disappear.<\/p>\n<p>The “Vibe Metrics” came from realizing that traditional dev metrics (lines of code, commits) don’t capture AI-assisted work. When you prompt Claude with 50 characters and get back 500 lines of working code, that’s a 10x leverage moment worth understanding.<\/p>\n<p>I’m especially proud of the streak system, it gamifies daily vibe coding and shows long-term patterns in your collaboration style.<\/p>\n<p>Would love your feedback:<br \/>\n* What metrics would you want to track?<br \/>\n* What further vibe coding CLI \/ tools should we support next?<br \/>\n* Would team\/sharing features be valuable?<\/p>\n<p>Best,<br \/>\nYuanhao<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>If AI coding is how we’re all going to work, we need a reliable way to preserve that knowledge. <a href=\"http:\/\/yolog.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">yolog.dev<\/a> Desktop keeps your sessions searchable and replayable. All local-first, so your data stays on your machine. Currently supporting Claude Code, with more tools on the way.<\/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\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/Z563RSO3GDF2M5\" class=\"app-title\">Droppy<\/a><\/p>\n<div class=\"one-liner\">Notch Shelf, Floating Basket & Clipboard Manager for macOS<\/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>Droppy\u662f\u4e00\u6b3e\u5c06MacBook\u5218\u6d77\u5c4f\u53d8\u4e3a\u5b9e\u7528\u6587\u4ef6\u6682\u5b58\u533a\uff0c\u5e76\u96c6\u6210\u6d6e\u52a8\u6536\u7eb3\u7bee\u3001\u526a\u8d34\u677f\u7ba1\u7406\u3001\u5a92\u4f53\u63a7\u5236\u548c\u81ea\u5b9a\u4e49HUD\u7684\u514d\u8d39\u5f00\u6e90\u6548\u7387\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u591a\u4efb\u52a1\u5904\u7406\u65f6\u9891\u7e41\u5207\u6362\u7a97\u53e3\u3001\u4e34\u65f6\u6587\u4ef6\u65e0\u5904\u5b89\u653e\u53ca\u7cfb\u7edf\u529f\u80fd\u5206\u6563\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/45d81af5-83cc-4926-a277-9a900bc898c1.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\/84ba75bf-5d0f-4de2-9976-040586dd1eda.gif?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\/d0c95279-d966-4446-b58c-4414e5b98b52.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\/5f2fae7a-fe83-426d-b898-68cb906f163e.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\/c11f110f-6c38-4095-9684-8cf87609d844.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\/67883887-e6d5-45a0-b4c1-3837833485b0.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\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5218\u6d77\u5c4f\u5229\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u514d\u8d39<\/span><br \/>\n <span class=\"tag\">\u526a\u8d34\u677f\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u6682\u5b58<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b9a\u4e49HUD<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5957\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\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\u53cd\u9988\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u53d1\u5e03\u7684\u4ea7\u54c1\u66f4\u65b0\u65e5\u5fd7\uff0c\u91cd\u70b9\u4ecb\u7ecd\u4e864.7\u4e0e4.8\u7248\u672c\u7684\u91cd\u5927\u5347\u7ea7\uff0c\u5305\u62ec\u5a92\u4f53\u64ad\u653e\u5668\u4e0e\u7cfb\u7edfHUD\u89c6\u89c9\u91cd\u8bbe\u8ba1\u3001\u65b0\u589e\u7535\u6c60HUD\u3001\u539f\u751f\u66f4\u65b0\u5668\u3001\u5927\u5e45\u6027\u80fd\u4f18\u5316\uff08\u5185\u5b58\u5360\u7528\u964d80%\u4ee5\u4e0a\uff09\u4ee5\u53ca\u591a\u9879\u4f53\u9a8c\u4fee\u590d\u3002\u8bc4\u8bba\u4e2d\u672a\u51fa\u73b0\u7528\u6237\u63d0\u51fa\u7684\u95ee\u9898\u6216\u6279\u8bc4\u6027\u5efa\u8bae\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 Droppy\u5c55\u73b0\u4e86\u4e00\u4e2a\u5178\u578b\u7684\u201c\u8fb9\u7f18\u521b\u65b0\u201d\u6848\u4f8b\uff1a\u5b83\u6ca1\u6709\u521b\u9020\u5168\u65b0\u7684\u9700\u6c42\uff0c\u800c\u662f\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u786c\u4ef6\u8bbe\u8ba1\uff08MacBook\u5218\u6d77\u5c4f\uff09\u4e0e\u7cfb\u7edf\u4ea4\u4e92\u4e4b\u95f4\u7684\u201c\u95f2\u7f6e\u5730\u5e26\u201d\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u529f\u80fd\u951a\u70b9\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u4e94\u4e2a\u5de5\u5177\u5408\u4e00\u201d\u7684\u7b80\u5355\u5806\u780c\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a**\u4ee5\u5c4f\u5e55\u7269\u7406\u8fb9\u7f18\u4e3a\u4ea4\u4e92\u6838\u5fc3\u7684\u8f7b\u91cf\u7ea7\u6548\u7387\u5c42**\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff1a\u4ee5\u201cNotch Shelf\u201d\u8fd9\u4e2a\u6781\u5177\u8bdd\u9898\u6027\u7684\u529f\u80fd\u4f5c\u4e3a\u5165\u53e3\u548c\u8bb0\u5fc6\u70b9\uff0c\u5438\u5f15\u7528\u6237\uff1b\u518d\u7528\u201cFloating Basket\u201d\u548c\u201cClipboard Manager\u201d\u89e3\u51b3\u9ad8\u9891\u3001\u77ac\u65f6\u7684\u5185\u5bb9\u6682\u5b58\u4e0e\u6d41\u8f6c\u9700\u6c42\uff0c\u8fd9\u662f\u5176\u6838\u5fc3\u5b9e\u7528\u4ef7\u503c\u6240\u5728\uff1b\u800c\u5a92\u4f53\u63a7\u5236\u548cHUD\u5b9a\u5236\uff0c\u5219\u662f\u4e3a\u4e86\u589e\u5f3a\u7528\u6237\u7c98\u6027\uff0c\u8ba9\u5de5\u5177\u66f4\u6df1\u5730\u5d4c\u5165\u7cfb\u7edf\u4ea4\u4e92\u6d41\u7a0b\u3002\u5f00\u6e90\u514d\u8d39\u7b56\u7565\uff0c\u65e2\u662f\u5f00\u53d1\u8005\u7684\u60c5\u6000\uff0c\u4e5f\u662f\u5176\u5728\u6210\u719f\u6548\u7387\u5de5\u5177\u5e02\u573a\u4e2d\u5feb\u901f\u83b7\u53d6\u65e9\u671f\u7528\u6237\u548c\u53e3\u7891\u7684\u7280\u5229\u624b\u6bb5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c**\u529f\u80fd\u4f9d\u9644\u6027\u98ce\u9669**\uff1a\u5176\u6838\u5fc3\u5356\u70b9\u9ad8\u5ea6\u4f9d\u8d56MacBook\u7684\u5218\u6d77\u5c4f\u786c\u4ef6\u8bbe\u8ba1\uff0c\u82e5\u672a\u6765\u82f9\u679c\u53d6\u6d88\u6b64\u8bbe\u8ba1\uff0c\u5176\u72ec\u7279\u6027\u548c\u7528\u6237\u8ba4\u77e5\u5c06\u53d7\u91cd\u521b\u3002\u5176\u6b21\uff0c**\u201c\u745e\u58eb\u519b\u5200\u201d\u6096\u8bba**\uff1a\u96c6\u6210\u7684\u529f\u80fd\u867d\u76f8\u5173\uff0c\u4f46\u6bcf\u4e2a\u9886\u57df\u90fd\u6709\u66f4\u5f3a\u5927\u3001\u66f4\u4e13\u4e1a\u7684\u72ec\u7acb\u5e94\u7528\uff08\u5982Alfred\u3001Paste\uff09\u3002Droppy\u5fc5\u987b\u5728\u201c\u8db3\u591f\u597d\u7528\u201d\u4e0e\u201c\u4fdd\u6301\u8f7b\u91cf\u201d\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u5e73\u8861\uff0c\u5426\u5219\u6613\u9677\u5165\u4e24\u5934\u4e0d\u8ba8\u597d\u7684\u5883\u5730\u3002\u4ece4.8\u7248\u672c\u5927\u5e45\u4f18\u5316\u6027\u80fd\u6765\u770b\uff0c\u5f00\u53d1\u8005\u5df2\u610f\u8bc6\u5230\u96c6\u6210\u5de5\u5177\u53ef\u80fd\u5e26\u6765\u7684\u8d44\u6e90\u6d88\u8017\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6700\u65b0\u7248\u672c\u4e13\u6ce8\u4e8e\u6027\u80fd\u3001\u52a8\u753b\u548c\u7cfb\u7edf\u878d\u5408\u5ea6\uff0c\u8868\u660e\u5176\u6b63\u4ece\u201c\u6709\u8da3\u7684\u60f3\u6cd5\u201d\u8d70\u5411\u201c\u7a33\u5065\u7684\u5de5\u5177\u201d\u3002\u5b83\u7684\u672a\u6765\uff0c\u4e0d\u5728\u4e8e\u529f\u80fd\u6570\u91cf\u7684\u7ee7\u7eed\u81a8\u80c0\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u56f4\u7ed5\u201c\u8fb9\u7f18\u4ea4\u4e92\u201d\u8fd9\u4e00\u6838\u5fc3\uff0c\u6784\u5efa\u4e00\u4e2a\u4f53\u9a8c\u65e0\u7f1d\u3001\u8d44\u6e90\u8282\u5236\u3001\u5e76\u80fd\u968f\u7cfb\u7edf\u751f\u6001\u6f14\u8fdb\u7684**\u5fae\u578b\u6548\u7387\u5e73\u53f0**\u3002\u5b83\u672a\u5fc5\u80fd\u53d6\u4ee3\u4efb\u4f55\u4e3b\u529b\u5de5\u5177\uff0c\u4f46\u6709\u671b\u6210\u4e3a\u8bb8\u591aMac\u7528\u6237\u201c\u7528\u4e86\u5c31\u56de\u4e0d\u53bb\u201d\u7684\u8d34\u5fc3\u7cfb\u7edf\u8865\u4e01\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\">Droppy<\/span>\n <\/div>\n<div class=\"comment-content\">Droppy combines 5 essential productivity tools into one macOS app: \ud83d\uddc2\ufe0f Notch Shelf – Files snap into your MacBook’s notch \ud83e\uddfa Floating Basket – Summon with a mouse jiggle \ud83d\udccb Clipboard Manager – History with OCR \ud83c\udfb5 Media Player – Now Playing in your notch \ud83d\udd0a Custom HUDs – Volume\/brightness overlays Free & Open Source forever.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Jordy, and I built Droppy because I wanted to make the MacBook notch actually useful. What started as a simple file shelf has evolved into a complete productivity suite.<\/p>\n<p>Droppy is completely free and open source (MIT license). No subscriptions, no paywalls – just a tool built with love for the macOS community.<\/p>\n<p>Key features:<br \/>\n\u2022 Notch Shelf – Use the space around your webcam to store files temporarily<br \/>\n\u2022 Floating Basket – Jiggle your mouse while dragging to summon a drop zone anywhere<br \/>\n\u2022 Clipboard Manager – Full history with OCR text extraction<br \/>\n\u2022 Media Player – Now Playing controls right in your notch<br \/>\n\u2022 Custom HUDs – Beautiful volume\/brightness overlays<\/p>\n<p>Would love to hear your feedback and answer any questions!<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! Just released Droppy 4.7 with some major updates:<\/p>\n<p><strong>\ud83c\udfb5 Media Player<\/strong> Completely revamped the Now Playing HUD – smoother animations, better layout, new seek slider that matches the system HUD style.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i.postimg.cc\/SKjDMGrP\/Schermopname2026-01-07om15-17-29-ezgif-com-video-to-gif-converter.gif\" alt=\"Media Player\" style=\"max-width: 100%\"><\/p>\n<p><strong>\ud83d\udd0a Volume & Brightness HUD<\/strong> Redesigned system HUDs with new slider aesthetics – they thicken with a subtle glow when you’re adjusting values.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i.postimg.cc\/qqQ3wPMV\/Schermopname2026-01-07om15-20-48-ezgif-com-video-to-gif-converter.gif\" alt=\"System HUD\" style=\"max-width: 100%\"><\/p>\n<p><strong>\u2328\ufe0f New Shortcuts<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Cmd+A<\/strong> to select all items in Shelf or Basket<\/p>\n<\/li>\n<li>\n<p><strong>Shift+Click<\/strong> range selection in Clipboard Manager<\/p>\n<\/li>\n<\/ul>\n<p><strong>\ud83d\udd27 Quality of Life<\/strong><\/p>\n<ul>\n<li>\n<p>Fixed transparency mode bugs in Settings<\/p>\n<\/li>\n<li>\n<p>“To Shelf” buttons now hidden when Notch Shelf is disabled<\/p>\n<\/li>\n<li>\n<p>Performance improvements for shelf animations<\/p>\n<\/li>\n<\/ul>\n<p><strong>Install via Homebrew:<\/strong><\/p>\n<pre><code>brew install --cask iordv\/tap\/droppy<\/code><\/pre>\n<p>Or grab the DMG from <a href=\"https:\/\/github.com\/iordv\/Droppy\/releases\/tag\/v4.7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">GitHub<\/a><\/p>\n<p>Free & open source as always!<\/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>Congrats on the launch and thanks for sharing!<\/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\/@kostgx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kostgx<\/a> Thanks for your comment! I’m currently building more\/better features and polishing. Excited to build Droppy!<\/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<h1><strong>\ud83c\udf89 Droppy 4.8 is here! Massive update with Battery HUD, Native Updater, RAM\/CPU optimizations & more!<\/strong><br \/><\/h1>\n<p>Hi again! It’s been an incredible sprint of updates since 4.6 and I wanted to share everything that’s new. This is probably the biggest quality-of-life update yet!<\/p>\n<h2><strong>\u26a1 NEW: Battery Charging HUD<\/strong><\/h2>\n<p>When you plug in or unplug your charger, Droppy now shows a beautiful battery indicator right in the notch!<\/p>\n<ul>\n<li>\n<p>Green pulsing glow when charging<\/p>\n<\/li>\n<li>\n<p>Orange warning for low battery<\/p>\n<\/li>\n<li>\n<p>Seamlessly integrates with the existing volume\/brightness HUDs<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/i.postimg.cc\/Fznd6bvv\/Schermopname2026-01-07om22-36-08-ezgif-com-video-to-gif-converter.gif\" style=\"max-width: 100%\"><\/p>\n<p><em>(Battery HUD follows the same design as volume\/brightness)<\/em><\/p>\n<h2><strong>\ud83c\udfa8 Native DroppyUpdater<\/strong><\/h2>\n<p>No more ugly Terminal windows! Updates now show in a beautiful native macOS window:<\/p>\n<ul>\n<li>\n<p>Animated progress with checkmarks for each step<\/p>\n<\/li>\n<li>\n<p><strong>Confetti celebration<\/strong> when update completes \ud83c\udf8a<\/p>\n<\/li>\n<li>\n<p>Green “Launch Droppy” button when ready<\/p>\n<\/li>\n<li>\n<p>Falls back gracefully if anything goes wrong<\/p>\n<\/li>\n<\/ul>\n<h2><strong>\ud83d\ude80 Massive Performance Improvements<\/strong><\/h2>\n<h3><strong>RAM Usage (Down 80%+!)<\/strong><\/h3>\n<ul>\n<li>\n<p>Images now stored on disk instead of in memory<\/p>\n<\/li>\n<li>\n<p>Lazy loading – only loads what you see<\/p>\n<\/li>\n<li>\n<p>Thumbnail caching with LRU eviction<\/p>\n<\/li>\n<li>\n<p>Went from <strong>2.9GB<\/strong> with large clipboard to <strong>~400MB<\/strong><\/p>\n<\/li>\n<\/ul>\n<h3><strong>CPU Usage<\/strong><\/h3>\n<ul>\n<li>\n<p>Removed expensive hover animations that caused layout recalculations<\/p>\n<\/li>\n<li>\n<p>Async thumbnail loading prevents main thread blocking<\/p>\n<\/li>\n<li>\n<p>Optimized scrolling in clipboard manager<\/p>\n<\/li>\n<li>\n<p>Canvas-based confetti (60fps, no lag)<\/p>\n<\/li>\n<\/ul>\n<h2><strong>\ud83c\udfb5 Polished Media Player<\/strong><\/h2>\n<p>The expanded media player got serious attention:<\/p>\n<ul>\n<li>\n<p><strong>Pixel-perfect padding<\/strong> – Album art, timestamps, and controls now align consistently on all edges<\/p>\n<\/li>\n<li>\n<p><strong>Smooth transitions<\/strong> – Symmetric animations when switching between media player and drop zone<\/p>\n<\/li>\n<li>\n<p><strong>Slider interactions<\/strong> – Track expands and glows when dragging<\/p>\n<\/li>\n<\/ul>\n<h2><strong>\ud83d\udd27 Other Improvements<\/strong><\/h2>\n<ul>\n<li>\n<p><strong>macOS 14 compatibility<\/strong> – Graceful degradation for older systems<\/p>\n<\/li>\n<li>\n<p><strong>Fixed Brightness HUD false triggers<\/strong> – No more random HUD popups when plugging in power<\/p>\n<\/li>\n<li>\n<p><strong>Swift 6 compatibility<\/strong> – Cleaned up async\/await warnings<\/p>\n<\/li>\n<li>\n<p><strong>Consistent transitions<\/strong> – All view switches now animate the same way<\/p>\n<\/li>\n<\/ul>\n<h2><strong>\ud83d\udc1b Bug Fixes<\/strong><\/h2>\n<ul>\n<li>\n<p>Auto-update quarantine issues completely resolved<\/p>\n<\/li>\n<li>\n<p>“Cleaning up” spinner no longer stays visible after update<\/p>\n<\/li>\n<li>\n<p>Volume\/Brightness HUD sizing issues fixed<\/p>\n<\/li>\n<li>\n<p>Call HUD for FaceTime\/Zoom calls improved<\/p>\n<\/li>\n<\/ul>\n<p><strong>Download:<\/strong><\/p>\n<pre><code>brew install --cask droppy<\/code><\/pre>\n<p>or grab from<br \/><a href=\"https:\/\/github.com\/iordv\/Droppy\/releases\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>GitHub Releases<\/strong><\/a><\/p>\n<\/p>\n<p><strong>Support development:<\/strong> <a href=\"https:\/\/buymeacoffee.com\/droppy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Buy Me a Coffee \u2615<\/strong><\/a><\/p>\n<p>Let me know what you think! What features would you like to see next? \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<\/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\/LPWDKPEP5YPAJA\" class=\"app-title\">Zyve<\/a><\/p>\n<div class=\"one-liner\">A context-aware, intelligent day planner<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Zyve\u662f\u4e00\u6b3e\u60c5\u5883\u611f\u77e5\u7684\u667a\u80fd\u65e5\u7a0b\u89c4\u5212\u5e94\u7528\uff0c\u901a\u8fc7\u6574\u5408\u5b9e\u65f6\u4ea4\u901a\u3001\u5929\u6c14\u3001\u5730\u70b9\u8be6\u60c5\u7b49\u4fe1\u606f\uff0c\u5728\u5bb6\u5ead\u53ca\u591a\u4eba\u534f\u4f5c\u7684\u65e5\u5e38\u89c4\u5212\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u56e0\u73b0\u5b9e\u4e16\u754c\u53d8\u91cf\u5bfc\u81f4\u8ba1\u5212\u8131\u8282\u3001\u6c9f\u901a\u6210\u672c\u9ad8\u6602\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/652d97a1-5ad7-4286-ab0c-6054f598ead1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/VJ1bX5b0N9o\"><source src=\"https:\/\/youtu.be\/VJ1bX5b0N9o\" 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\/b9241c90-bb3c-48fb-a3f7-519b46f70847.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\/8b593ceb-492c-4c99-b3bb-522a4f66dd47.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\/b1a21861-ea53-4dfb-a1b7-f4c35af54855.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\/5d758e2e-7e3c-4ea3-8526-8ba952f71fcc.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\/e4504f25-3e4c-45aa-a10d-3a762ca56df4.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\/dc5d901e-e7f7-49c2-bbba-9a3d08431280.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\/643adf6a-bab5-4042-94af-4f0091a1f3be.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\/7da710e3-1dc9-46ff-85de-31857537895c.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\">Android<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Calendar<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u667a\u80fd\u65e5\u7a0b\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u60c5\u5883\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5ead\u534f\u8c03<\/span><br \/>\n <span class=\"tag\">\u52a8\u6001\u8c03\u6574<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u4ea4\u901a\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u5929\u6c14\u96c6\u6210<\/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>\u521b\u59cb\u4eba\u5206\u4eab\u4e86\u4ea7\u54c1\u6e90\u4e8e\u5bb6\u5ead\u534f\u8c03\u7684\u771f\u5b9e\u75db\u70b9\u3002\u7528\u6237\u53cd\u9988\u754c\u9762\u7b80\u6d01\u3001\u538b\u529b\u611f\u4f4e\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8e\u4ea7\u54c1\u5982\u4f55\u52a8\u6001\u5904\u7406\u610f\u5916\u53d8\u5316\uff0c\u5b98\u65b9\u56de\u590d\u79f0\u901a\u8fc7\u5b9a\u65f6\u4efb\u52a1\u68c0\u67e5\u53d8\u5316\u5e76\u63d0\u9192\u7528\u6237\u8c03\u6574\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 Zyve\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u65e5\u5386\u5de5\u5177\u957f\u671f\u5ffd\u89c6\u7684\u201c\u6ce5\u6cde\u73b0\u5b9e\u201d\u5c42\u3002Google Calendar\u7b49\u4ea7\u54c1\u5c06\u65e5\u7a0b\u62bd\u8c61\u4e3a\u9759\u6001\u7684\u65f6\u95f4\u65b9\u5757\uff0c\u800cZyve\u7684\u91ce\u5fc3\u5728\u4e8e\u4e3a\u8fd9\u4e9b\u65b9\u5757\u6ce8\u5165\u73b0\u5b9e\u4e16\u754c\u7684\u201c\u6d41\u4f53\u201d\u2014\u2014\u4ea4\u901a\u3001\u5929\u6c14\u3001\u5730\u70b9\u8be6\u60c5\u4e43\u81f3\u534f\u4f5c\u6210\u5458\u7684\u72b6\u6001\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u805a\u5408\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u6297\u71b5\u589e\u201d\u7684\u89c4\u5212\u7cfb\u7edf\uff0c\u5728\u8ba1\u5212\u4e0e\u6267\u884c\u7684\u65ad\u5c42\u4e2d\u642d\u5efa\u81ea\u9002\u5e94\u6865\u6881\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u662f\u201c\u901a\u77e5\u201d\u4e0e\u201c\u7126\u8651\u201d\u7684\u8fb9\u754c\u95ee\u9898\u3002\u96c6\u6210\u8d8a\u591a\u5b9e\u65f6\u6570\u636e\u6e90\uff0c\u610f\u5473\u7740\u6f5c\u5728\u5e72\u6270\u8d8a\u591a\uff0c\u5982\u4f55\u505a\u5230\u201c\u66f4\u5c11\u786e\u8ba4\uff0c\u66f4\u591a\u4ece\u5bb9\u201d\u800c\u975e\u76f8\u53cd\uff0c\u6781\u5ea6\u8003\u9a8c\u5176\u7b97\u6cd5\u63a8\u8350\u4e0e\u7528\u6237\u4ea4\u4e92\u8bbe\u8ba1\u7684\u529f\u529b\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u751f\u6001\u58c1\u5792\u5b58\u7591\u3002\u4f5c\u4e3a\u72ec\u7acb\u5e94\u7528\uff0c\u5b83\u4e25\u91cd\u4f9d\u8d56\u7b2c\u4e09\u65b9\u5730\u56fe\u3001\u5929\u6c14API\uff0c\u6210\u672c\u4e0e\u6570\u636e\u53ef\u63a7\u6027\u53d7\u9650\uff0c\u800c\u5de8\u5934\u5b8c\u5168\u6709\u80fd\u529b\u5728\u5176\u73b0\u6709\u65e5\u5386\u4e2d\u5feb\u901f\u590d\u5236\u6838\u5fc3\u529f\u80fd\u3002\u6700\u540e\uff0c\u5176\u201c\u52a8\u6001\u8c03\u6574\u201d\u7684\u903b\u8f91\u6df1\u5ea6\u6709\u5f85\u89c2\u5bdf\u3002\u76ee\u524d\u770b\u4ecd\u662f\u57fa\u4e8e\u89c4\u5219\u7684\u63d0\u9192\uff0c\u672a\u6765\u80fd\u5426\u8fdb\u5316\u5230\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u4e0e\u7fa4\u4f53\u884c\u4e3a\u7684\u9884\u6d4b\u6027\u89c4\u5212\uff0c\u5c06\u662f\u5176\u62a4\u57ce\u6cb3\u6240\u5728\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cZyve\u662f\u4e00\u6b21\u6709\u4ef7\u503c\u7684\u8303\u5f0f\u63a2\u7d22\uff0c\u5b83\u6307\u51fa\u4e86\u4e0b\u4e00\u4ee3\u6548\u7387\u5de5\u5177\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u5728\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u7684\u4e16\u754c\u4e2d\uff0c\u575a\u5b88\u9759\u6001\u8ba1\u5212\u672c\u8eab\u5c31\u662f\u6700\u5927\u7684\u4e0d\u6548\u7387\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u667a\u80fd\u5e72\u9884\u4e0e\u7528\u6237\u5fc3\u667a\u8d1f\u62c5\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\">Zyve<\/span>\n <\/div>\n<div class=\"comment-content\">Zyve is a context-aware day planner built for real life. It upgrades events with live intelligence like traffic, weather, nearby places, and timing gaps so plans stay realistic, not theoretical. Designed for people coordinating with others, Zyve helps you adjust on the fly, avoid clashes, and move through the day calmly instead of constantly reacting.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<p>Zyve came out of a very real problem at home. My wife and I were constantly double-checking plans, who\u2019s handling our daughter\u2019s doctor appointment, did we agree on the time, will traffic make us late, is parking going to be a mess, should we leave earlier because of the weather?<\/p>\n<p>We tried Google Calendar and a few other tools, but they\u2019re built around static events, not families or real-world coordination. They don\u2019t adapt when traffic changes, weather turns bad, plans shift, or when place-specific details like parking actually matter. That gap caused more back-and-forth than clarity.<\/p>\n<p>So I started building Zyve as a context-aware day planner, one that adds real-world intelligence like traffic, weather, nearby places, and timing gaps directly into shared plans. The goal isn\u2019t more notifications, but fewer \u201cwait, did we account for this?\u201d moments.<\/p>\n<p>This has been built slowly and intentionally as a solo project, shaped by everyday household planning friction for families and roommates.<\/p>\n<p>I\u2019d love to hear how you coordinate plans today and where things usually fall apart for you.<\/p>\n<p>Regards,<br \/>Bharath<\/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\/@bharathleti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bharathleti<\/a> Hi Bharath, congrats on the launch! Building a solo project isnt easy at all! <\/p>\n<p>I’m a heavy planner user too, i will give your product a try.<br \/>and btw… I’m pretty sure your MTBI ends with a J \ud83d\ude04<\/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\/@bharathleti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bharathleti<\/a> Good luck with the launch. Will check it out today \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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Have tried out Zyve and really appreciate the clean, low-stress feel of the interface. <br \/>I’m curious how it handles unexpected changes during the day – is the schedule meant to adapt dynamically, or more as planning reference?<\/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\">@kiyaaa_ thank you so much! There is an hourly job that looks for changes in weather, traffic and conflicts with others in the group. Alerts the user to adjust.<\/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\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/MXVSVC4H5YXQLM\" class=\"app-title\">Webira – AI Website Creator<\/a><\/p>\n<div class=\"one-liner\">Create sleek, high-speed responsive websites in minutes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">47<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Webira\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u7f51\u7ad9\u521b\u5efa\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u521b\u4e1a\u8005\u3001\u5c0f\u4f01\u4e1a\u4e3b\u7b49\u975e\u6280\u672f\u7528\u6237\uff0c\u5728\u51e0\u5206\u949f\u5185\u5feb\u901f\u751f\u6210\u4e13\u4e1a\u3001\u54cd\u5e94\u5f0f\u7f51\u7ad9\uff0c\u89e3\u51b3\u4f20\u7edf\u5efa\u7ad9\u8017\u65f6\u3001\u6602\u8d35\u4e14\u64cd\u4f5c\u590d\u6742\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/a43d94cb-4b89-4378-bc08-90b2d78b963b.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=ZUhLZvv0DLQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=ZUhLZvv0DLQ\" 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\/87d37c36-3994-40c6-b9ba-5cd682a8a616.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\/5aef4cae-3635-44cc-bd72-19590e811237.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\/45d0b7c9-5069-4aa3-b06a-ae56b73223cb.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\/4a8dcbb8-8989-4aba-bc85-2dade9411313.jpeg?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\">Marketing<\/span><br \/>\n <span class=\"tag\">Website Builder<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f51\u7ad9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u5efa\u7ad9<\/span><br \/>\n <span class=\"tag\">\u54cd\u5e94\u5f0f\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u62d6\u62fd\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u4e0a\u7ebf<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u8425\u9500\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>\u8bc4\u8bba\u4e3b\u8981\u4e3a\u521b\u59cb\u4eba\u81ea\u6211\u4ecb\u7ecd\u548c\u795d\u8d3a\uff0c\u6709\u6548\u53cd\u9988\u7a00\u7f3a\u3002\u521b\u59cb\u4ebaCyril\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u5c0f\u4f01\u4e1a\u5efa\u7ad9\u75db\u70b9\u7684\u521d\u8877\uff0c\u5e76\u8be6\u7ec6\u5217\u51fa\u4e86\u6838\u5fc3\u529f\u80fd\u3002\u6682\u65e0\u6765\u81ea\u771f\u5b9e\u7528\u6237\u7684\u4f53\u9a8c\u53cd\u9988\u3001\u95ee\u9898\u6216\u5efa\u8bae\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 Webira\u5207\u5165\u7684\u662f\u4e00\u4e2a\u9ad8\u5ea6\u62e5\u6324\u4e14\u7ade\u4e89\u767d\u70ed\u5316\u7684\u5e02\u573a\u2014\u2014\u65e0\u4ee3\u7801\/AI\u5efa\u7ad9\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u6e05\u6670\u660e\u786e\uff1a\u4e3a\u6280\u672f\u80fd\u529b\u8584\u5f31\u7684\u5c0f\u4f01\u4e1a\u4e3b\u63d0\u4f9b\u6781\u901f\u3001\u7701\u5fc3\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4ece\u4ea7\u54c1\u4ecb\u7ecd\u770b\uff0c\u5b83\u96c6\u6210\u4e86\u5f53\u524d\u4e3b\u6d41\u5356\u70b9\uff1aAI\u751f\u6210\u3001\u62d6\u62fd\u7f16\u8f91\u3001\u9ad8\u8f6c\u5316\u6a21\u677f\uff0c\u65e8\u5728\u5c06\u5efa\u7ad9\u6d41\u7a0b\u538b\u7f29\u5230\u201c\u5206\u949f\u201d\u7ea7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u8003\u9a8c\u5728\u4e8e\u4ee5\u4e0b\u51e0\u70b9\uff1a\u9996\u5148\uff0c**\u5dee\u5f02\u5316\u6a21\u7cca**\u3002\u5728Wix\u3001Squarespace\u7b49\u5de8\u5934\u4ee5\u53ca\u4f17\u591aAI\u5efa\u7ad9\u65b0\u79c0\u7684\u5305\u56f4\u4e0b\uff0cWebira\u5ba3\u79f0\u7684\u201c\u5feb\u901f\u201d\u3001\u201c\u7f8e\u89c2\u201d\u3001\u201c\u65e0\u9700\u6280\u80fd\u201d\u51e0\u4e4e\u662f\u5e02\u573a\u51c6\u5165\u6807\u914d\uff0c\u800c\u975e\u72ec\u7279\u4f18\u52bf\u3002\u5176\u4ea7\u54c1\u4ecb\u7ecd\u672a\u80fd\u56de\u7b54\u201c\u4e3a\u4f55\u662f\u5b83\u201d\u8fd9\u4e00\u5173\u952e\u95ee\u9898\u3002\u5176\u6b21\uff0c**\u6280\u672f\u6df1\u5ea6\u5b58\u7591**\u3002\u6240\u8c13\u201cAI\u751f\u6210\u201d\u7f51\u7ad9\uff0c\u5176\u8f93\u51fa\u8d28\u91cf\u3001\u8bbe\u8ba1\u7684\u771f\u6b63\u5b9a\u5236\u5316\u7a0b\u5ea6\u3001\u4ee5\u53ca\u5bf9\u4e1a\u52a1\u903b\u8f91\u7684\u7406\u89e3\u6df1\u5ea6\uff0c\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u8131\u79bb\u201c\u73a9\u5177\u201d\u8303\u7574\u7684\u5173\u952e\u3002\u82e5\u4ec5\u662f\u6a21\u677f\u7684\u667a\u80fd\u586b\u5145\uff0c\u5219\u4ef7\u503c\u6709\u9650\u3002\u6700\u540e\uff0c**\u5e02\u573a\u9a8c\u8bc1\u7f3a\u5931**\u3002Product Hunt\u4e0a47\u7968\u7684\u70ed\u5ea6\u548c\u51e0\u4e4e\u4e3a\u96f6\u7684\u5b9e\u8d28\u6027\u7528\u6237\u8bc4\u8bba\uff0c\u8868\u660e\u5176\u5c1a\u672a\u7ecf\u5386\u65e9\u671f\u4f7f\u7528\u8005\u7684\u4e25\u683c\u68c0\u9a8c\u3002\u521b\u59cb\u4eba\u8be6\u5c3d\u7684\u4ecb\u7ecd\u66f4\u50cf\u662f\u4e00\u6b21\u5355\u5411\u5ba3\u8bb2\uff0c\u800c\u975e\u4e0e\u5e02\u573a\u7684\u78b0\u649e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cWebira\u7684\u201c\u771f\u6b63\u4ef7\u503c\u201d\u76ee\u524d\u4ecd\u662f\u4e00\u4e2a\u505c\u7559\u5728PPT\u4e0a\u7684\u627f\u8bfa\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8e\u5176\u529f\u80fd\u5217\u8868\u662f\u5426\u534e\u4e3d\uff0c\u800c\u53d6\u51b3\u4e8e\u5176AI\u80fd\u5426\u771f\u6b63\u7406\u89e3\u5e76\u6ee1\u8db3\u7ec6\u5206\u573a\u666f\u7684\u590d\u6742\u9700\u6c42\uff0c\u751f\u6210\u6709\u5546\u4e1a\u903b\u8f91\u7684\u7f51\u7ad9\uff0c\u800c\u975e\u4ec5\u4ec5\u662f\u4e00\u4e2a\u9759\u6001\u9875\u9762\u3002\u5728\u5de8\u5934\u6797\u7acb\u7684\u8d5b\u9053\uff0c\u5b83\u9700\u8981\u627e\u5230\u66f4\u5c16\u9510\u7684\u5207\u5165\u70b9\uff0c\u6216\u8bc1\u660e\u5176AI\u80fd\u529b\u5177\u6709\u663e\u8457\u4ee3\u5dee\uff0c\u5426\u5219\u6781\u6613\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u5e73\u5eb8\u7684\u89e3\u51b3\u65b9\u6848\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\">Webira – AI Website Creator<\/span>\n <\/div>\n<div class=\"comment-content\">\ud83d\ude80 Still struggling to build a quality website? It’s time to get rid of the frustration and get results in minutes. Webira is your AI-powered website creator that designs & creates complete, professional sites for you in minutes. No more frustration. Webira does everything for you \u26a1 Create a perfect website plan and copy \u26a1Make amazing design, graphics & responsive webpages. Works for any business, any niche. Go from idea to done!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\udc4b Hello Product Hunt!<\/p>\n<p>I\u2019m Cyril, the founder at Teknikforce.<\/p>\n<p>For over a decade, I have watched entrepreneurs, creators, especially small businesses struggle with building websites. <\/p>\n<p>Getting a website done has been extremely time consuming and frustrating, not to mention expensive. <\/p>\n<p>Small business owners hate the struggle and the fight with agencies and designers.<\/p>\n<p>I knew there had to be a simpler, faster, more intuitive way to build beautiful websites without the frustration.<\/p>\n<p>So we built Webira AI to solve exactly that.<\/p>\n<p>Webira is your AI-powered website builder designed to help anyone; founders, business owners, local businesses, online businesses\u2014build stunning, high-converting websites in minutes.<\/p>\n<p>You do not need complicated tech skills. No design skills. No overwhelm.<\/p>\n<p>Just fast, modern, clean websites within a twinkle of the eye.<\/p>\n<p>With Webira, you can:<\/p>\n<p>\u2705 Instantly generate beautiful websites powered by AI<br \/>\n\u2705 Customize everything with an easy drag-and-drop editor<br \/>\n\u2705 Choose from different high-converting templates<br \/>\n\u2705 Build landing pages, sales pages, portfolios, microsites & more<br \/>\n\u2705 Launch your site in minutes \u2014 not days<\/p>\n<p>Goodbye complexity.<br \/>\nHello to effortless website creation.<\/p>\n<p>\ud83d\udee0\ufe0f Built With \u2764\ufe0f by Teknikforce<\/p>\n<p>\ud83e\udd1d The Team<\/p>\n<p>Massive shoutout to my amazing team who poured countless hours into making Webira launch smooth, fast, and genuinely fun to use.<\/p>\n<p>We\u2019d love your feedback, questions, and support!<\/p>\n<p>Try Webira here: <a href=\"https:\/\/getwebira.in\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/getwebira.in\/<\/a><\/p>\n<p>Explore more of our work: <a href=\"https:\/\/teknikforce.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/teknikforce.com\/<\/a><\/p>\n<p>Plz. drop your comments below \ud83d\udc47<br \/>\nLet\u2019s make building a beautiful website\u2026 effortless.<\/p>\n<p>Thank you for your support.<\/p>\n<p>Cheers!<br \/>\nCyril Gupta<\/p>\n<p>Sales Video<br \/>\n<a href=\"https:\/\/youtu.be\/wKrEYb04FNM?si=w5F4SKRVucy7rY3S\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/youtu.be\/wKrEYb04FNM?si=…<\/a><\/p>\n<p>Demo Video<br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=ZUhLZvv0DLQ\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/watch?v=ZUhLZvv0DLQ<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>15<\/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\/@cyriljeet\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cyriljeet<\/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>Wishing you good luck today guys \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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>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<\/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\/TYVIOPCX3M3IQB\" class=\"app-title\">SummonAI Kit<\/a><\/p>\n<div class=\"one-liner\">One command to rule your codebase<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">46<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>SummonAI Kit \u662f\u4e00\u6b3eCLI\u5de5\u5177\uff0c\u901a\u8fc7\u5355\u6761\u547d\u4ee4\u81ea\u52a8\u5206\u6790\u4ee3\u7801\u5e93\u5e76\u751f\u6210\u5b8c\u6574\u7684Claude Code\u5f00\u53d1\u73af\u5883\u914d\u7f6e\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u9700\u53cd\u590d\u5411AI\u52a9\u624b\u4eba\u5de5\u89e3\u91ca\u9879\u76ee\u6280\u672f\u6808\u548c\u4e0a\u4e0b\u6587\u7684\u6548\u7387\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3ea82f76-bc82-4ff4-9fef-29b11a5451ef.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\/6ab05988-79ff-46a1-858f-a056c25e7952.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\/480a85d1-5d17-4110-90e2-1021b806cb93.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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">CLI\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5e93\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u914d\u7f6e<\/span><br \/>\n <span class=\"tag\">Claude\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u63d0\u6548<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u7ba1\u7406<\/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>\u76ee\u524d\u6709\u6548\u8bc4\u8bba\u8f83\u5c11\uff0c\u4e3b\u8981\u4e3a\u4ea7\u54c1\u53d1\u5e03\u5ba3\u8a00\u3002\u8bc4\u8bba\u5f3a\u8c03\u4e86\u4ea7\u54c1\u6838\u5fc3\u4ef7\u503c\u2014\u2014\u7ec8\u7ed3\u5411Claude\u53cd\u590d\u89e3\u91ca\u4ee3\u7801\u5e93\u7684\u5faa\u73af\uff0c\u8ba9AI\u52a9\u624b\u80fd\u7acb\u5373\u6df1\u5ea6\u7406\u89e3\u9879\u76ee\u6280\u672f\u6808\u3002\u6682\u65e0\u7528\u6237\u76f4\u63a5\u53cd\u9988\u95ee\u9898\u6216\u5efa\u8bae\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 SummonAI Kit \u7784\u51c6\u4e86\u4e00\u4e2a\u5728AI\u7f16\u7a0b\u52a9\u624b\u666e\u53ca\u540e\u65e5\u76ca\u51f8\u663e\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u95ee\u9898\uff1a\u5982\u4f55\u5c06\u901a\u7528\u7684AI\u7f16\u7801\u80fd\u529b\u9ad8\u6548\u3001\u7cbe\u51c6\u5730\u9002\u914d\u5230\u5177\u4f53\u3001\u590d\u6742\u7684\u79c1\u6709\u4ee3\u7801\u5e93\u4e2d\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u6d41\u7a0b\u5c01\u88c5\u548c\u4f53\u9a8c\u4f18\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u76f4\u51fb\u5f53\u524d\u5f00\u53d1\u8005\u4f7f\u7528Claude Code\u7684\u6838\u5fc3\u6469\u64e6\u70b9\uff1a\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u662f\u4e00\u6b21\u201c\u4ece\u96f6\u5f00\u59cb\u201d\u7684\u4e0a\u4e0b\u6587\u91cd\u5efa\u8fc7\u7a0b\u3002\u8fd9\u4e0d\u4ec5\u6d88\u8017\u65f6\u95f4\uff0c\u66f4\u5173\u952e\u7684\u662f\uff0c\u788e\u7247\u5316\u3001\u4e0d\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587\u8f93\u5165\u4f1a\u76f4\u63a5\u5bfc\u81f4AI\u8f93\u51fa\u8d28\u91cf\u7684\u4e0d\u7a33\u5b9a\u548c\u201c\u5931\u5fc6\u201d\u3002SummonAI Kit \u8bd5\u56fe\u5c06\u8fd9\u79cd\u975e\u7ed3\u6784\u5316\u7684\u3001\u4f9d\u8d56\u4eba\u5de5\u63d0\u70bc\u7684\u201c\u77e5\u8bc6\u704c\u8f93\u201d\u8fc7\u7a0b\uff0c\u8f6c\u5316\u4e3a\u81ea\u52a8\u5316\u7684\u3001\u7ed3\u6784\u5316\u7684\u73af\u5883\u914d\u7f6e\u3002\u5b83\u751f\u6210\u7684 `.claude\/` \u76ee\u5f55\u3001\u6280\u80fd\u548c\u4ee3\u7406\uff0c\u672c\u8d28\u4e0a\u662f\u4e3aAI\u6784\u5efa\u4e86\u4e00\u4e2a\u9488\u5bf9\u5f53\u524d\u9879\u76ee\u7684\u3001\u6301\u4e45\u5316\u7684\u201c\u8ba4\u77e5\u6846\u67b6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5bf9\u5f00\u53d1\u8005\u5fc3\u7406\u7684\u628a\u63e1\u2014\u2014\u201c\u9996\u8bd5\u51c6\u786e\u6027\u201d\u3002\u5b83\u552e\u5356\u7684\u4e0d\u662f\u529f\u80fd\uff0c\u800c\u662f\u201c\u786e\u5b9a\u6027\u201d\uff0c\u51cf\u5c11\u56e0AI\u8bef\u89e3\u9879\u76ee\u7ed3\u6784\u800c\u4ea7\u751f\u7684\u8c03\u8bd5\u6210\u672c\u548c\u632b\u8d25\u611f\u3002\u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\uff1a\u81ea\u52a8\u5316\u5206\u6790\u751f\u6210\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u5176\u6df1\u5ea6\u548c\u8d28\u91cf\u80fd\u5426\u5ab2\u7f8e\u7ecf\u9a8c\u4e30\u5bcc\u7684\u67b6\u6784\u5e08\u624b\u52a8\u7f16\u5199\u7684\u914d\u7f6e\uff1f\u5bf9\u4e8e\u9ad8\u5ea6\u5b9a\u5236\u5316\u3001\u9057\u7559\u7cfb\u7edf\u6216\u6587\u6863\u6781\u5dee\u7684\u9879\u76ee\uff0c\u5176\u5206\u6790\u51c6\u786e\u6027\u9762\u4e34\u6311\u6218\u3002\u6b64\u5916\uff0c\u5b83\u5c06\u5f00\u53d1\u8005\u4e0eClaude\u751f\u6001\u8fdb\u884c\u66f4\u6df1\u5ea6\u7684\u7ed1\u5b9a\uff0c\u5b58\u5728\u4e00\u5b9a\u7684\u5e73\u53f0\u4f9d\u8d56\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u89e3\u51b3\u771f\u95ee\u9898\u7684\u201c\u80f6\u6c34\u578b\u201d\u5de5\u5177\uff0c\u5e02\u573a\u5207\u5165\u70b9\u7cbe\u51c6\u3002\u5176\u957f\u671f\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u58c1\u5792\uff0c\u800c\u53d6\u51b3\u4e8e\u5bf9\u590d\u6742\u9879\u76ee\u7ed3\u6784\u7684\u89e3\u6790\u7cbe\u5ea6\u3001\u5bf9\u591a\u6837\u6280\u672f\u6808\u7684\u8986\u76d6\u5e7f\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u5f62\u6210\u56f4\u7ed5 `.claude\/` \u914d\u7f6e\u7684\u5171\u4eab\u751f\u6001\u3002\u5982\u679c\u5b83\u80fd\u6210\u4e3a\u9879\u76ee\u201cAI\u5c31\u7eea\u201d\u72b6\u6001\u7684\u6807\u51c6\u521b\u5efa\u8005\uff0c\u5176\u4ef7\u503c\u5c06\u8fdc\u8d85\u4e00\u4e2a\u7b80\u5355\u7684\u81ea\u52a8\u5316\u811a\u672c\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\">SummonAI Kit<\/span>\n <\/div>\n<div class=\"comment-content\">SummonAI Kit is a CLI tool that transforms any codebase into a fully-configured Claude Code environment. Instead of manually writing CLAUDE.md files, configuring skills, and setting up agents \u2014 run one command. SummonAI Kit analyzes your repo, detects your frameworks, and generates everything Claude needs to understand your stack from day one. Works with any language, any framework. Built for developers who want first-try accuracy without the setup overhead.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\ude80 Launching today \u2014 your support means everything!<\/p>\n<p>SummonAI Kit \u2014 Stop Re-Explaining Your Codebase to Claude<\/p>\n<p>One command to rule them all. Auto-generate your entire .claude\/ setup.<\/p>\n<p>Every Claude Code session, developers perform the same ritual: re-explaining their stack, their patterns, their conventions. Context lost. Sanity drained.<\/p>\n<p>SummonAI Kit ends the cycle.<\/p>\n<p>One command scans your codebase and summons:<\/p>\n<p>\ud83d\udcdc CLAUDE.md \u2014 your project’s sacred text<\/p>\n<p>\ud83d\udd2e Skills \u2014 deep knowledge of your specific stack (React, APIs, database patterns)<\/p>\n<p>\u2694\ufe0f Agents \u2014 specialized companions (debugger, reviewer, frontend sorcerer)<\/p>\n<p>Claude transforms from “helpful tavern stranger” to “wizard who already knows the map.”<\/p><\/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<\/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\/ZQ4IMLG4RDMVBL\" class=\"app-title\">Simple Attende<\/a><\/p>\n<div class=\"one-liner\">Track attendance for your groups and members with ease.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">26<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u9762\u5411\u56e2\u961f\u3001\u73ed\u7ea7\u548c\u5c0f\u7ec4\u7684\u8f7b\u91cf\u5316\u8003\u52e4\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u6570\u5b57\u5316\u8bb0\u5f55\u3001\u6e05\u6670\u62a5\u8868\u4e0e\u7075\u6d3b\u5bfc\u51fa\uff0c\u89e3\u51b3\u4e86\u4e2d\u5c0f\u578b\u7ec4\u7ec7\u5728\u4eba\u5de5\u8bb0\u5f55\u3001\u6570\u636e\u6c47\u603b\u53ca\u85aa\u8d44\u6838\u7b97\u73af\u8282\u7684\u6548\u7387\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/02978719-7b17-4034-9124-f4458c98f8f9.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/3473deb826544fd8a97ea8e7af3f19e0\"><source src=\"https:\/\/www.loom.com\/share\/3473deb826544fd8a97ea8e7af3f19e0\" 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\/8a3431bb-a78b-4558-b26a-7e62db05c2f1.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\/a2541465-bf12-49a4-bb92-fe5f5957db1b.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\/ea9957d6-7214-49d9-980a-1fda0500db23.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\/524d70eb-1db3-4e51-a517-5e24c7e376de.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\/db1c45c4-ae4a-4a72-9f29-75d96e3d794f.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\">Analytics<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8003\u52e4\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">\u6559\u80b2\u57f9\u8bad<\/span><br \/>\n <span class=\"tag\">\u7075\u6d3b\u85aa\u8d44\u8ba1\u7b97<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5bfc\u51fa<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5316\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u4eba\u529b\u8d44\u6e90<\/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>\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u6765\u81ea\u4ea7\u54c1\u521b\u9020\u8005Daksh\u7684\u81ea\u6211\u4ecb\u7ecd\u548c\u4ea7\u54c1\u9610\u8ff0\u3002\u8bc4\u8bba\u4e2d\u9610\u8ff0\u4e86\u5f00\u53d1\u52a8\u673a\uff08\u89e3\u51b3\u7535\u5b50\u8868\u683c\u548c\u7eb8\u8d28\u8bb0\u5f55\u7684\u75db\u70b9\uff09\uff0c\u5e76\u8bf4\u660e\u4e86\u6838\u5fc3\u529f\u80fd\uff08\u8003\u52e4\u8ddf\u8e2a\u3001\u6570\u636e\u5bfc\u51fa\u3001\u85aa\u8d44\u8ba1\u7b97\uff09\u548c\u5546\u4e1a\u6a21\u5f0f\uff08\u514d\u8d39\u589e\u503c\uff09\u3002\u76ee\u524d\u6682\u65e0\u5916\u90e8\u7528\u6237\u63d0\u51fa\u7684\u5177\u4f53\u95ee\u9898\u6216\u529f\u80fd\u5efa\u8bae\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 Simple Attende\u7784\u51c6\u7684\u662f\u4e00\u4e2a\u53e4\u8001\u800c\u666e\u904d\u7684\u9700\u6c42\u2014\u2014\u8003\u52e4\u7ba1\u7406\uff0c\u5e76\u5c06\u5176\u4ea7\u54c1\u5316\u3001\u8f7b\u91cf\u5316\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u7684\u201c\u573a\u666f\u964d\u7ef4\u6253\u51fb\u201d\uff1a\u5b83\u6ca1\u6709\u9009\u62e9\u529f\u80fd\u5e9e\u6742\u7684HRM\u7cfb\u7edf\u6218\u573a\uff0c\u800c\u662f\u5207\u5165\u5065\u8eab\u623f\u3001\u5c0f\u73ed\u8bfe\u3001\u4e34\u65f6\u56e2\u961f\u7b49\u6807\u51c6\u5316\u4f4e\u3001\u7075\u6d3b\u6027\u8981\u6c42\u9ad8\u7684\u201c\u8fb9\u7f18\u8003\u52e4\u201d\u573a\u666f\u3002\u8fd9\u4e9b\u573a\u666f\u7684\u5171\u6027\u662f\u88ab\u4e3b\u6d41SaaS\u5ffd\u7565\u3001\u7528Excel\u7ba1\u7406\u8fc7\u5ea6\u7b28\u91cd\u3001\u7528\u7eb8\u7b14\u7ba1\u7406\u53c8\u6548\u7387\u4f4e\u4e0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u8bb0\u5f55-\u5206\u6790-\u6838\u7b97\u201d\u94fe\u6761\u6253\u901a\uff0c\u5c24\u5176\u662f\u5185\u7f6e\u7684\u85aa\u8d44\u8ba1\u7b97\u529f\u80fd\uff0c\u76f4\u6307\u5c0f\u5fae\u573a\u666f\u4e0b\u6700\u75db\u7684\u201c\u7b97\u94b1\u201d\u73af\u8282\uff0c\u5b8c\u6210\u4e86\u4ece\u8bb0\u5f55\u5de5\u5177\u5230\u7ba1\u7406\u5de5\u5177\u7684\u95ed\u73af\u3002\u8fd9\u770b\u4f3c\u4e00\u5c0f\u6b65\uff0c\u5374\u662f\u5176\u4ece\u201c\u53e6\u4e00\u4e2a\u8003\u52e4App\u201d\u53d8\u4e3a\u201c\u89e3\u51b3\u5177\u4f53\u8d22\u52a1\u95ee\u9898\u5de5\u5177\u201d\u7684\u5173\u952e\u3002\u514d\u8d39\u63d0\u4f9b1\u7ec410\u4eba\u7684\u7b56\u7565\uff0c\u4e5f\u663e\u8457\u964d\u4f4e\u4e86\u5c1d\u9c9c\u95e8\u69db\uff0c\u7b26\u5408\u76ee\u6807\u7528\u6237\u8c28\u614e\u7684\u91c7\u8d2d\u5fc3\u7406\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\u529f\u80fd\u58c1\u5792\u4e0d\u9ad8\uff0c\u6613\u88ab\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u533a\u7684\u201c\u72ec\u89d2\u620f\u201d\u72b6\u6001\u63ed\u793a\u4e86\u5176\u51b7\u542f\u52a8\u9636\u6bb5\u7684\u771f\u5b9e\u56f0\u5883\u2014\u2014\u5c1a\u672a\u5f62\u6210\u771f\u5b9e\u7684\u7528\u6237\u53cd\u9988\u5faa\u73af\u3002\u66f4\u6df1\u5c42\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u5f53\u7528\u6237\u7fa4\u4f53\u6269\u5927\uff0c\u9700\u6c42\u5fc5\u7136\u5206\u5316\uff1a\u5b66\u6821\u8981\u6392\u8bfe\u3001\u5065\u8eab\u623f\u8981\u9884\u7ea6\u3001\u4e34\u65f6\u56e2\u961f\u8981\u9879\u76ee\u5173\u8054\uff0c\u4ea7\u54c1\u662f\u575a\u6301\u201cSimple\u201d\u7684\u6838\u5fc3\uff0c\u8fd8\u662f\u88ab\u8feb\u5806\u53e0\u529f\u80fd\u8d70\u5411\u590d\u6742\uff1f\u8fd9\u5c06\u662f\u5176\u589e\u957f\u8def\u5f84\u4e0a\u7684\u6218\u7565\u6289\u62e9\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u75db\u70b9\u7684\u950b\u5229\u5de5\u5177\uff0c\u4f46\u8981\u60f3\u4ece\u201c\u6709\u7528\u201d\u8d70\u5411\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u4ecd\u9700\u5728\u7528\u6237\u6d1e\u5bdf\u548c\u573a\u666f\u6df1\u8015\u4e0a\u8bc1\u660e\u66f4\u591a\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\">Simple Attende<\/span>\n <\/div>\n<div class=\"comment-content\">Simple Attende lets you track attendance for teams, classes, and groups with clear reports and flexible exports. Create groups, add members, record attendance, and review detailed analytics to understand participation and performance. You can export data to Excel and calculate salaries based on working hours and pay rates. Start free with one group and up to 10 members, then upgrade to manage more groups and members across small businesses, schools, gyms, healthcare, and events.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt Family \ud83d\udc4b<\/p>\n<p>I\u2019m Daksh, the maker of Simple Attende.<\/p>\n<p>I built Simple Attende because I saw how frustrating it can be to track attendance\u2014whether it was for a small fitness class, volunteer groups, or part-time teams. Spreadsheets were clunky, paper sheets got lost, and calculating hours for payments felt like doing math homework every week. I wanted something that just worked: simple to start with, but powerful enough to handle real needs like exporting data or figuring out payroll.<\/p>\n<p>Simple Attende lets you track attendance effortlessly for your groups and members. You can export to Excel and even calculate salaries based on hours and pay rates\u2014so you spend less time managing and more time doing what matters.<\/p>\n<p>It\u2019s free to start with one group and up to 10 members. When you\u2019re ready, you can upgrade to manage more groups and members across small businesses, schools, gyms, healthcare, and events.<br \/>\nI\u2019d love to hear your thoughts\u2014especially if you\u2019ve ever struggled with tracking attendance or manual payroll calculations. Happy to answer any questions you have!<\/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<\/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\/MW5H7Q3TG577QG\" class=\"app-title\">Mailsfinder – Find & Verify Emails<\/a><\/p>\n<div class=\"one-liner\">Stop overpaying for email finding & verification<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">21<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u90ae\u7bb1\u67e5\u627e\u4e0e\u5b9e\u65f6\u9a8c\u8bc1\u4e8e\u4e00\u4f53\u7684\u5de5\u5177\uff0c\u65e8\u5728\u4e3a\u8fdb\u884c\u5927\u89c4\u6a21\u5916\u62d3\u8425\u9500\u7684\u56e2\u961f\u548c\u673a\u6784\u89e3\u51b3\u4f20\u7edf\u5de5\u5177\u4ef7\u683c\u9ad8\u6602\u3001\u51c6\u786e\u6027\u4e0d\u8db3\u3001\u9700\u591a\u5e73\u53f0\u5207\u6362\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f489dc12-8b2e-4c5c-b447-0c90302ec5c1.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\/303eca5b-5ea3-42dc-98fb-7d303e3426d7.gif?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\/6ece9497-de4b-4f86-b21c-00a66ab7fd88.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\/b6cf2f2b-6206-4065-82cf-418ae2745e4a.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\/243eb930-d10e-49b8-bb88-a16660c6d53d.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\/03abb08d-2903-4e5a-9406-32066165ded7.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\/ae742c3f-f65b-4b9b-81cd-73df8b08212b.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/ce0d1640f08a4b6fbead1a5a6ecc584b\"><source src=\"https:\/\/www.loom.com\/share\/ce0d1640f08a4b6fbead1a5a6ecc584b\" 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\">Email<\/span><br \/>\n <span class=\"tag\">Email Marketing<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u90ae\u7bb1\u67e5\u627e<\/span><br \/>\n <span class=\"tag\">\u90ae\u7bb1\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u5916\u62d3<\/span><br \/>\n <span class=\"tag\">\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u9001\u8fbe\u7387\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">B2B\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>\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u4ea7\u54c1\u521b\u5efa\u8005\u7684\u81ea\u6211\u4ecb\u7ecd\u548c\u613f\u666f\u9610\u8ff0\u3002\u5176\u6838\u5fc3\u53cd\u9988\u662f\u75db\u65a5\u73b0\u6709\u90ae\u7bb1\u67e5\u627e\u9a8c\u8bc1\u5de5\u5177\u6602\u8d35\u3001\u4f4e\u6548\u4e14\u51c6\u786e\u6027\u5b58\u7591\uff0c\u5e76\u89e3\u91ca\u4e86\u521b\u5efa\u6b64\u4ea7\u54c1\u662f\u4e3a\u89e3\u51b3\u81ea\u8eab\u5728\u62d3\u5c55\u4e1a\u52a1\u4e2d\u9047\u5230\u7684\u76f8\u540c\u95ee\u9898\u3002\u76ee\u524d\u6682\u65e0\u5916\u90e8\u7528\u6237\u63d0\u51fa\u5177\u4f53\u95ee\u9898\u6216\u5efa\u8bae\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 MailsFinder \u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u5e02\u573a\uff1aB2B\u9500\u552e\u7ebf\u7d22\u5f00\u53d1\u4e2d\u7684\u90ae\u7bb1\u4fe1\u606f\u83b7\u53d6\u4e0e\u9a8c\u8bc1\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u4e3b\u5f20\u2014\u2014\u201cStop overpaying\u201d\u2014\u2014\u76f4\u6307\u884c\u4e1a\u75fc\u75be\uff1a\u6309\u91cf\u8ba1\u8d39\u7684\u4fe1\u7528\u5236\u6a21\u5f0f\u5bf9\u9ad8\u9891\u7528\u6237\u6781\u4e0d\u53cb\u597d\uff0c\u4e14\u51c6\u786e\u6027\u4e0e\u6210\u672c\u5f80\u5f80\u4e0d\u6210\u6b63\u6bd4\u3002\u4ea7\u54c1\u8bd5\u56fe\u901a\u8fc7\u201c\u7aef\u5230\u7aef\u63a7\u5236\u51c6\u786e\u6027\u201d\u548c\u201c\u8ba9\u6bcf\u65e5\u5916\u62d3\u8005\u65e0\u9700\u72b9\u8c6b\u201d\u7684\u5b9a\u4ef7\u7b56\u7565\u6765\u6784\u5efa\u7ade\u4e89\u529b\uff0c\u8fd9\u53cd\u6620\u4e86\u5176\u5bf9\u6838\u5fc3\u7528\u6237\uff08\u9ad8\u9891\u3001\u5927\u89c4\u6a21\u5916\u62d3\u56e2\u961f\uff09\u9700\u6c42\u7684\u7cbe\u51c6\u6355\u6349\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u6f5c\u5728\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u529f\u80fd\u4e0e\u5b9a\u4ef7\u3002\u9996\u5148\uff0c\u5728\u6280\u672f\u5c42\u9762\uff0c\u627f\u8bfa\u201c\u7ea699%\u7684\u51c6\u786e\u7387\u201d\u662f\u6240\u6709\u7ade\u54c1\u7684\u6807\u51c6\u8bdd\u672f\uff0c\u5176\u771f\u5b9e\u8868\u73b0\u9700\u7ecf\u53d7\u590d\u6742\u4f01\u4e1a\u90ae\u7bb1\u67b6\u6784\u548c\u53cd\u722c\u63aa\u65bd\u7684\u8003\u9a8c\uff0c\u8fd9\u53d6\u51b3\u4e8e\u5176\u6570\u636e\u6e90\u548c\u9a8c\u8bc1\u7b97\u6cd5\u7684\u6df1\u5ea6\uff0c\u76ee\u524d\u4fe1\u606f\u65e0\u6cd5\u5224\u65ad\u5176\u6280\u672f\u62a4\u57ce\u6cb3\u3002\u5176\u6b21\uff0c\u5176\u6700\u5177\u5dee\u5f02\u5316\u7684\u5356\u70b9\u2014\u2014\u63d0\u4f9b\u201c\u4e13\u5c5e\u5916\u62d3\u793e\u533a\u201d\u53ca\u521b\u59cb\u4eba\u4eb2\u81ea\u8f85\u5bfc\u524d\u4e24\u6b21\u6218\u5f79\u2014\u2014\u8bd5\u56fe\u5c06\u5de5\u5177\u63d0\u5347\u81f3\u201c\u670d\u52a1\u4e0e\u89e3\u51b3\u65b9\u6848\u201d\u5c42\u9762\u3002\u8fd9\u79cd\u201c\u793e\u533a+\u8f85\u5bfc\u201d\u7684\u6a21\u5f0f\uff0c\u672c\u8d28\u662f\u5c06\u83b7\u5ba2\u6210\u672c\u90e8\u5206\u8f6c\u5316\u4e3a\u7528\u6237\u6210\u529f\u6295\u5165\uff0c\u65e8\u5728\u63d0\u5347\u7528\u6237\u7c98\u6027\u548c\u751f\u547d\u5468\u671f\u4ef7\u503c\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u552e\u5356\u4e00\u6b21\u6027\u6d88\u8017\u54c1\u3002\u8fd9\u662f\u4e00\u79cd\u806a\u660e\u7684\u6218\u7565\uff0c\u8bd5\u56fe\u5728\u7ea2\u6d77\u5e02\u573a\u4e2d\u5efa\u7acb\u57fa\u4e8e\u5173\u7cfb\u548c\u6210\u529f\u7684\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u98ce\u9669\u540c\u6837\u660e\u663e\u3002\u4f5c\u4e3a\u65b0\u664b\u4ea7\u54c1\uff0c\u5176\u6570\u636e\u8986\u76d6\u5e7f\u5ea6\u3001API\u7a33\u5b9a\u6027\u53ca\u5927\u89c4\u6a21\u5904\u7406\u7684\u53ef\u9760\u6027\u5c1a\u672a\u7ecf\u8fc7\u5e02\u573a\u5145\u5206\u9a8c\u8bc1\u3002\u521b\u59cb\u4eba\u58f0\u79f0\u7684\u201c\u4eb2\u8eab\u75db\u82e6\u201d\u867d\u80fd\u5f15\u8d77\u5171\u9e23\uff0c\u4f46\u5de5\u5177\u7684\u4e13\u4e1a\u6027\u9700\u8981\u66f4\u5ba2\u89c2\u7684\u8bc1\u660e\u3002\u6b64\u5916\uff0c\u5c06\u793e\u533a\u8fd0\u8425\u4e0e\u8f85\u5bfc\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u53ef\u80fd\u4f7f\u5176\u4e1a\u52a1\u6a21\u578b\u53d8\u91cd\uff0c scalability\uff08\u53ef\u6269\u5c55\u6027\uff09\u9762\u4e34\u8003\u9a8c\u3002\u82e5\u6838\u5fc3\u7684\u67e5\u627e\u4e0e\u9a8c\u8bc1\u529f\u80fd\u65e0\u6cd5\u5728\u6027\u4ef7\u6bd4\u548c\u51c6\u786e\u6027\u4e0a\u663e\u8457\u8d85\u8d8aHunter\u3001Snov\u7b49\u6210\u719f\u73a9\u5bb6\uff0c\u9644\u52a0\u670d\u52a1\u5e26\u6765\u7684\u589e\u957f\u52a8\u529b\u5c06\u5341\u5206\u6709\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7efc\u4e0a\uff0cMailsFinder \u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u63d0\u51fa\u4e86\u65b0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u5176\u5bf9\u9ad8\u9891\u5916\u62d3\u7528\u6237\u6210\u672c\u4e0e\u4f53\u9a8c\u7126\u8651\u7684\u6df1\u523b\u7406\u89e3\uff0c\u5e76\u5c1d\u8bd5\u901a\u8fc7\u201c\u66f4\u53cb\u597d\u7684\u5b9a\u4ef7\u201d\u548c\u201c\u589e\u503c\u670d\u52a1\u201d\u7ec4\u5408\u7834\u5c40\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff1a\u57fa\u7840\u529f\u80fd\u7684\u786c\u6307\u6807\uff08\u51c6\u786e\u7387\u3001\u901f\u5ea6\u3001\u8986\u76d6\u7387\uff09\u662f\u5426\u771f\u80fd\u652f\u6491\u5176\u627f\u8bfa\uff0c\u4ee5\u53ca\u5176\u793e\u533a\u751f\u6001\u80fd\u5426\u5f62\u6210\u6709\u6548\u7684\u589e\u957f\u98de\u8f6e\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u5728\u4ef7\u683c\u6218\u8fb9\u7f18\u5f98\u5f8a\u7684\u201c\u53c8\u4e00\u4e2a\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\">Mailsfinder – Find & Verify Emails<\/span>\n <\/div>\n<div class=\"comment-content\">We built MailsFinder after struggling with overpriced, inaccurate tools ourselves. Find emails, verify them instantly, and protect your sender reputation \u2014 without juggling multiple tools or burning cash.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\udc4b Hey Makers \u2014 I\u2019m Harsh, maker of MailsFinder<\/p>\n<p>I\u2019ve been deep in the outbound world for the last 2+ years \u2014 building lists, running cold email campaigns, helping agencies and teams book meetings.<\/p>\n<p>And honestly?<\/p>\n<p>Email finding & verification was the most painful, expensive part of the entire process.<br \/>\nI burned an insane amount of money on tools like Hunter, Snov, and others \u2014 just to:<br \/>\nFind a few hundred emails<\/p>\n<p>Verify another few hundred<\/p>\n<p>And repeat this every single time I had a new list<\/p>\n<p>If you\u2019re running outbound at any real scale, you know the pain:<br \/>\n500\u20131,000 emails in \u2192 credits gone \u2192 wallet lighter \u2192 accuracy still questionable.<br \/>\nThat frustration is exactly why MailsFinder exists.<\/p>\n<p>\ud83d\udea7 Why I built MailsFinder<br \/>\nI wanted a tool where:<br \/>\nI could control accuracy end-to-end<\/p>\n<p>I wouldn\u2019t hesitate before uploading a long list<\/p>\n<p>Pricing wouldn\u2019t punish people actually doing outbound daily<\/p>\n<p>So we built MailsFinder from scratch \u2014 not to be flashy, but to be reliable, affordable, and honest.<\/p>\n<p>This tool came directly from my own struggle of wasting money and time while trying to grow through outbound.<\/p>\n<p>\ud83d\ude80 Why MailsFinder helps outbound teams & agencies<br \/>\nMailsFinder isn\u2019t just \u201canother tool.\u201d<\/p>\n<p>Here\u2019s what you get:<br \/>\n\u2192 Affordable email finding & verification \u2014 no fear of burning cash on big lists<br \/>\n\u2192 ~99% accuracy, so your deliverability stays healthy<\/p>\n<p>Built for real outbound \u2014 founders, agencies, recruiters, sales teams<\/p>\n<p>And something most tools don\u2019t do \ud83d\udc47<br \/>\n\u2192 We also give you access to an exclusive outbound community:<br \/>\n\u2192 If you\u2019re starting out \u2192 we help you get your first client in 90 days<\/p>\n<p>If you\u2019re already running campaigns \u2192 we help you scale smartly<\/p>\n<p>My co-founder and I personally support your first two outbound campaigns<\/p>\n<p>This is about helping people win with outbound, not just selling credits.<\/p>\n<p>We\u2019re just getting started \u2014 a lot more features are coming to strengthen the entire outbound workflow.<\/p>\n<p>Would love your feedback, questions, and thoughts \ud83d\ude4c<\/p>\n<p>Happy to answer anything below.<\/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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great launch <a href=\"https:\/\/www.producthunt.com\/@harsh719\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harsh719\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsh719<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/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 = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = 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