Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-06-14<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-06-14<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/723Q6GNIWDBMQM\" class=\"app-title\">Slashy<\/a><\/p>\n<div class=\"one-liner\">The AI assistant that does email for you<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">373<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Slashy\u662f\u4e00\u6b3eAI\u539f\u751f\u90ae\u4ef6\u5ba2\u6237\u7aef\uff0c\u901a\u8fc7\u8fde\u63a5\u65e5\u5386\u3001CRM\u548c\u4f1a\u8bae\u8bb0\u5f55\u7b49\u4e0a\u4e0b\u6587\uff0c\u81ea\u52a8\u5b66\u4e60\u7528\u6237\u5199\u4f5c\u98ce\u683c\uff0c\u4ee3\u5199\u4e2a\u6027\u5316\u90ae\u4ef6\u5e76\u7ba1\u7406\u8ddf\u8fdb\u4efb\u52a1\uff0c\u5e2e\u7528\u6237\u628a\u82b1\u5728\u6536\u4ef6\u7bb1\u7684\u65f6\u95f4\u4ece\u6bcf\u59292\u5c0f\u65f6\u4ee5\u4e0a\u538b\u7f29\u523010\u5206\u949f\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/352d13d9-89fb-44cf-8ff5-605a27e3d028.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\/36480bf1-d638-4008-8213-a2a2700449c9.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\/8fe525be-16cb-4f34-b2b9-4795cfaf2543.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\/6da45a0a-085a-4316-a875-b87fbe4ddd78.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\/d4e65028-06ec-42a0-9f7e-abc49f923932.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\/695c5f6e-990a-4c3b-8875-c07394054a7f.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\/3f2e189c-82d3-4379-81cf-883b8b5db6bd.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/q_BxStunExw\"><source src=\"https:\/\/youtu.be\/q_BxStunExw\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Virtual Assistants<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u90ae\u4ef6\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6536\u4ef6\u7bb1<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u5199\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u8bb0\u5fc6<\/span><br \/>\n <span class=\"tag\">\u65e5\u7a0b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u4f18\u5148\u7ea7\u6392\u5e8f<\/span><br \/>\n <span class=\"tag\">\u591a\u8d26\u6237\u7edf\u4e00\u6536\u4ef6\u7bb1<\/span><br \/>\n <span class=\"tag\">iMessage\/Slack\u96c6\u6210<\/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\u6838\u5fc3\u5173\u6ce8\u70b9\uff1a1. \u8de8\u8d26\u6237\u54c1\u724c\/\u4e0a\u4e0b\u6587\u7684\u5b8c\u5168\u9694\u79bb\u80fd\u529b\uff08\u5df2\u6709\u652f\u6301\uff09\uff1b2. \u4e2a\u6027\u5316\u5b66\u4e60\u4e0e\u5f3a\u5316\u4e0d\u826f\u4e60\u60ef\u95f4\u7684\u5e73\u8861\uff1b3. \u9664Gmail\u5916\u3001Outlook\u53ca\u5176\u4ed6\u5e73\u53f0\u652f\u6301\u73b0\u72b6\uff08\u5f53\u524d\u4ec5Gmail\uff09\uff1b4. \u4e0eGranola\u7b49\u7b14\u8bb0\u5de5\u5177\u7684\u81ea\u52a8\u8d77\u8349\u8054\u52a8\uff08\u5df2\u6709\u96c6\u6210\u4f46\u9700\u914d\u7f6e\uff09\uff1b5. \u641c\u7d22\u529f\u80fd\u83b7\u8ba4\u53ef\uff0c\u671f\u5f85MCP\u63a5\u53e3\u548c\u4ee3\u7406\u8fdb\u4e00\u6b65\u6269\u5c55\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 Slashy\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u6ca1\u6709\u628a\u81ea\u5df1\u5b9a\u4f4d\u6210\u4e00\u4e2a\u201cAI\u5199\u4f5c\u63d2\u4ef6\u201d\uff0c\u800c\u662f\u76f4\u63a5\u9009\u62e9\u91cd\u5efa\u4e00\u4e2a\u90ae\u4ef6\u5ba2\u6237\u7aef\u3002\u8fd9\u662f\u4e00\u4e2a\u6210\u672c\u6781\u9ad8\u4f46\u56de\u62a5\u4e5f\u6781\u9ad8\u7684\u51b3\u7b56\u2014\u2014\u56e0\u4e3a\u53ea\u8981\u642d\u5728Gmail\u6216Outlook\u4e0a\u7684\u5957\u58f3\uff0c\u6c38\u8fdc\u62ff\u4e0d\u5230\u6700\u5e95\u5c42\u7684\u64cd\u4f5c\u6743\u9650\u548c\u5b8c\u6574\u4e8b\u4ef6\u6d41\uff0c\u4e5f\u5c31\u6c38\u8fdc\u505a\u4e0d\u51fa\u771f\u6b63\u7684\u81ea\u52a8\u5316\u3002\u5b83\u901a\u8fc7\u8fde\u63a5\u65e5\u5386\u3001CRM\u3001\u4f1a\u8bae\u7b14\u8bb0\uff0c\u83b7\u5f97\u7684\u4e0d\u4ec5\u662f\u8bed\u5883\uff0c\u66f4\u662f\u4e00\u4e2a\u201c\u4f60\u5c06\u8981\u505a\u4ec0\u4e48\u3001\u505a\u8fc7\u4ec0\u4e48\u201d\u7684\u884c\u4e3a\u56fe\u8c31\u3002\u8fd9\u624d\u662fAI\u4ee3\u7406\u771f\u6b63\u7684\u71c3\u6599\uff0c\u800c\u975e\u7b80\u5355\u770b\u51e0\u5c01\u90ae\u4ef6\u5c31\u80fd\u201c\u590d\u523b\u4f60\u7684\u8bed\u6c14\u201d\uff0c\u540e\u8005\u4e0d\u8fc7\u662f\u8425\u9500\u4e0a\u7684\u6f02\u4eae\u8bf4\u8f9e\uff0c\u6280\u672f\u4e0a\u4ef7\u503c\u6709\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u7528\u6237\u53cd\u9988\u770b\uff0c\u5b83\u786e\u5b9e\u89e3\u51b3\u4e86\u201c\u9690\u5f62\u5de5\u4f5c\u201d\u7684\u75db\uff1a\u90a3\u4e9b\u4e0d\u4f1a\u8df3\u8fdb\u4f60\u65e5\u7a0b\u3001\u4f46\u4e00\u4e0d\u8ddf\u8fdb\u5c31\u4f1a\u4e22\u5355\u7684\u8ddf\u8fdb\u4e8b\u9879\u3002\u800c\u81ea\u52a8\u8d77\u8349+\u5ba1\u6838\u7684\u6a21\u5f0f\uff0c\u8ba9AI\u626e\u6f14\u7684\u662f\u201c\u52a9\u7406\u8d77\u8349\u3001\u4f60\u5148\u5ba1\u540e\u53d1\u201d\u7684\u89d2\u8272\uff0c\u800c\u975e\u66ff\u4f60\u505a\u51b3\u5b9a\u2014\u2014\u8fd9\u4e00\u70b9\u51b3\u5b9a\u4e86\u7528\u6237\u7684\u4fe1\u4efb\u4e0b\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u98ce\u9669\u540c\u6837\u660e\u663e\u3002\u9ad8\u5ea6\u4f9d\u8d56\u591a\u6e90\u96c6\u6210\u610f\u5473\u7740\u6bcf\u4e00\u4e2a\u8fde\u63a5\u70b9\u90fd\u53ef\u80fd\u5d29\u574f\uff0c\u800c\u4e00\u65e6\u65e5\u5386\u6216CRM\u540c\u6b65\u51fa\u95ee\u9898\uff0cSlashy\u7684\u201c\u667a\u80fd\u201d\u5c31\u7acb\u523b\u964d\u683c\u4e3a\u666e\u901a\u7684\u6587\u7b14\u4f18\u5316\u5668\u3002\u6b64\u5916\uff0c\u8de8\u89d2\u8272\u3001\u8de8\u573a\u666f\u7684\u4e2a\u6027\u5316\u8bb0\u5fc6\u4e0e\u5176\u8bf4\u662f\u4e00\u79cd\u80fd\u529b\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u4e2a\u9690\u5f62\u7684\u4fe1\u606f\u7ba1\u7406\u6210\u672c\u2014\u2014\u7528\u6237\u9700\u8981\u6e05\u9192\u5730\u610f\u8bc6\u5230\uff0cAI\u6b63\u5728\u5b66\u4e60\u7684\u662f\u201c\u4f60\u8fc7\u53bb\u7684\u60ef\u6027\u201d\uff0c\u800c\u4e0d\u662f\u201c\u4f60\u66f4\u597d\u7684\u672a\u6765\u201d\u3002\u8bef\u7528\u4e60\u60ef\u4e0e\u56fa\u5316\u7aa0\u81fc\uff0c\u662f\u8fd9\u7c7b\u5de5\u5177\u6700\u5bb9\u6613\u5ffd\u7565\u7684\u526f\u4f5c\u7528\u3002\n <\/p>\n<p class=\"ai-content\">\n \u76ee\u524d\u53ea\u80fd\u652f\u6491Gmail\uff0c\u7528\u6237\u7fa4\u91cc\u4e0d\u5c11PC\u548cOutlook\u7528\u6237\u88ab\u6321\u5728\u95e8\u5916\uff0c\u8fd9\u662f\u521a\u4e0a\u7ebf\u671f\u5fc5\u987b\u5feb\u901f\u8865\u4e0a\u7684\u77ed\u677f\u3002\u603b\u7684\u6765\u8bf4\uff0cSlashy\u62ff\u51fa\u4e86\u201c\u5ba2\u6237\u7aef\u7ea7\u201d\u7684\u8bda\u610f\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u63d2\u4ef6\u7ea7\u7684\u82b1\u6d3b\uff1b\u4f46\u8981\u4ece\u201c\u8ba9\u65e9\u671f\u7528\u6237\u60ca\u53f9\u201d\u8de8\u8d8a\u5230\u201c\u57fa\u7840\u8bbe\u65bd\u7ea7\u4ea7\u54c1\u201d\uff0c\u8fd8\u6709\u4e00\u6b65\u4e4b\u9065\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\">Slashy<\/span>\n <\/div>\n<div class=\"comment-content\">Slashy is an AI-native email client and assistant that drafts replies in your voice, triages what matters, and makes sure no follow-up slips, so you spend less time in your inbox and more time on what matters. It connects to your email, calendar, CRM, and meeting notes and learns how you work, so you can ask Slashy to prep you for your next meeting, draft a follow-up, clear your inbox to zero, track who still owes you a reply, or fire off an email from iMessage or Slack while you’re on the go.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m Harsha, co-founder\/chief email officer of Slashy (text me at 262-271-5339).<\/p>\n<p>A few months ago we sat down and asked ourselves a simple question: why did every AI tool we used to write email suck?<\/p>\n<p>They could all write. But the drafts were generic. They didn’t know who we were talking to, what we’d already said, what got discussed in the last meeting, or how we actually write. No context. No memory. You’d paste in the same background every single time and still get something that sounded like a press release instead of you. And none of them actually did anything. They’d hand you a draft, but never notice the follow-up you forgot or clear the noise out of your inbox.<\/p>\n<p>So we built Slashy.<\/p>\n<p>Slashy is an AI-native email client and assistant that drafts replies in your voice, triages what matters, and makes sure no follow-up slips. The drafts actually sound like you, not the generic AI slop you can spot a mile away, because Slashy connects to your calendar, CRM, and meeting notes for real context, and learns how you write. It gets sharper every time you correct it. That’s the shift: with AI, software can finally learn from how you use it instead of waiting to be configured.<\/p>\n<p>If you’ve used Superhuman, think of it this way: Slashy has everything it does, the speed, the keyboard shortcuts, the command palette, plus it actually does the work for you. And it acts from wherever you are: your desk, iMessage, or Slack.<\/p>\n<p>It also works in the background. Set up automations once and Slashy runs them for you. It preps you before every call, pings you the moment a customer emails or opens something you sent, drafts your post-meeting follow-ups, and handles the repetitive inbox work so you don’t have to think about it. Heck you can even text Slashy to create calendar events on the go.<\/p>\n<p>And there’s a lot more under the hood: manage all your email accounts in one place, share your availability and book meetings without leaving your inbox, snippets, scheduled send, bulk unsubscribe, read receipts. Everything you’d expect from a serious email client, done well. Not just the AI parts.<\/p>\n<p>A few things Slashy has already done for early users:<\/p>\n<p>\u2705 Took a founder from 2+ hours a day in email down to about ten minutes. In their words: “everything’s already sorted and there are drafts waiting that actually sound like me, I don\u2019t even need my EA anymore\u201c<\/p>\n<p>\u2705 Saved a $500k deal that was about to slip through the cracks<\/p>\n<p>\u2705 Helped a founder close their Series B, by managing all scheduling, and ensuring no investor got ghosted.<\/p>\n<p>\u2705 Made countless users cancel their Superhuman and Fyxer subscriptions.<\/p>\n<p>The goal is simple: you spend your attention on the work only you can do, and Slashy handles the rest so nothing falls through the cracks.<\/p>\n<p>It’s used by everyone from pre-seed founders to investors to sales teams at fast-growing startups like Corgi, Datafruit, and Autumn.<\/p>\n<p>\ud83c\udf81 For Product Hunt: you can get started for $0, and SLASHYFRIENDS gets you 20% off all subscriptions, lifetime.<\/p>\n<p>I’ll be here all day with the team, and every comment gets a reply. I’d love to hear: what’s the thing you hate the most about email and scheduling \ud83d\udc47<\/p><\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> Great Man!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> Massive congratulations on the launch! \ud83d\udca5<\/p>\n<\/p>\n<p>The biggest problem I’ve had with AI email tools isn’t writing the email. It’s remembering the context behind the email and making sure important follow ups don’t disappear into the inbox.<\/p>\n<\/p>\n<p>One question: as Slashy learns from a user’s writing style and behavior over time, how do you balance personalization with avoiding bad habits or mistakes being reinforced by the system?<\/p>\n<\/p>\n<p>Wishing you and the team an amazing launch! \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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> Ok, THIS might just be the answer to my prayers! Just tell me this isn’t just for cool Apple users – us PCers need some love too!! AND hopefully I can connect Outlook email and not just Gmail <em>fingers crossed<\/em>. Congrats on building Slashy – it sounds amazing!<\/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>the connects to email, calendar, CRM, and meeting notes all at once is the setup that determines whether this becomes infrastructure you depend on or a tool you trial and abandon. each integration is a potential point of failure and the value compounds only when all of them are working. what does onboarding actually look like and how long before the cross-context awareness starts producing useful outputs rather than just having access to the data<\/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\/@ansari_adin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansari_adin<\/a> Only one way to find out!<\/p>\n<p>But in all seriousness it should only take 5 minutes to get set up and started<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Kudos for making this serious, full-stack email client instead of just a wrapper plugin. Quick question. If run two different businesses from two different accounts, does Slashy keep the context and brand voices completely separate? <a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> <\/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\/@vikramp7470\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikramp7470<\/a> Yep! We create memories, and look at past emails from each account to make sure, context that should be shared is, and context that should be separate is \ud83d\ude42<\/p>\n<p>We’re the only email agent thats built for multi-inbox workflows<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>been using it for 3months now, the email search is really good. i\u2019m waiting for some upcoming updates where my agents can also use Slashy, that\u2019d be pretty sick. are you folks working on that?<\/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\/@saksham_aggarwal7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@saksham_aggarwal7<\/a> Hey Saksham our MCP is actually the only one that supports multi-inbox, calendar, and can update Slashy’s personalized memory.<\/p>\n<p>Teams like Agentmail already love it \ud83d\ude42<\/p>\n<p>Can check it here: <a href=\"https:\/\/help.slashy.com\/how-to-guides\/slashy-mcp-claude-desktop\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/help.slashy.com\/how-to-guides\/slashy-mcp-claude-desktop<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">Slashy is an awesome product. It\u2019s the only email client I\u2019ve stuck to. Been a user of the product for a few months now, and it\u2019s the best email assistant I\u2019ve used. Congrats on the launch @harsha_gaddipati and @dhruv_roongta<\/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\/@dhruv_roongta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dhruv_roongta<\/a> <a href=\"https:\/\/www.producthunt.com\/@rahulkumaran313\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahulkumaran313<\/a> Love the kind words <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>By far one of the best productivity tools out there!!! Completely changed how I view email and how I manage my time. The texting agent is incredibly helpful in between meetings and when youre on the go. lets gooooo slashy team!!! <\/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\/@daniel_paredes5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_paredes5<\/a> <3 Knicks in 5<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Slashy is great! I use it for everything<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a student, I receive a lot of emails from teachers, clubs, and projects. Slashy looks like a great way to save time and keep my inbox organized. The AI-powered reply feature seems especially useful for busy students. Congrats on the launch and good luck! <\/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\/@bhumi_yadav\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhumi_yadav<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>slashy has been great for my founder inbox. huge congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@haokun_qin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haokun_qin1<\/a> Thanks<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Building a full client instead of bolting onto Gmail is the part most people won’t touch, I guess the switching cost scares everyone into shipping another wrapper! So the voice memory has to carry real weight to justify the move, and it reads like you know that. Congrats on the launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@artstavenka1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artstavenka1<\/a> Thanks, yep think you need to build the client to be the most useful<\/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, this is amazing. Does it work with Gmail and other mail clients?<\/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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> Currently only gmail\/ Google Workspace<\/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>What specifically does Slashy do that existing tools like Superhuman, Fyxer, Gmail AI, Outlook Copilot, and others cannot?<\/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\/@jn263\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jn263<\/a> Hey!<\/p>\n<p>1) It has a personalized memory system that self updates, and learns from you automatically. For example whenever you change a draft, send an email, or archive something.<\/p>\n<p>2) Supports unified inbox, so you can have multiple accounts in one<\/p>\n<p>3) Can run automations like meeting briefings, texts when someone opens an email, and more<\/p>\n<p>4) Has AI that actually works<\/p>\n<p>5) Has an iMessage\/Slack bot you can use on the go.<\/p>\n<p>There’s a lot more, but usually tbh 4 is what gets people even though there’s a lot of other cool features we 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks very useful, looks like a lot of the tedious work that I deal with in emails will be solved by this. Probably will be using the priority feature heavily, as it’s becoming hard to find which emails need my attention now<\/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\/@kartik_sarangmath1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kartik_sarangmath1<\/a> If you ever need help getting set up here’s my cal link: <a href=\"https:\/\/cal.com\/slashy\/30min\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">cal.com\/slashy\/30min<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Happy user here, great product from a great team. The sippet insert feature is killer! <\/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\/@smyhre\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@smyhre<\/a> Thank you!!!<\/p>\n<p>Still a lot to go \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>Slashy is great \u2014 making it possible to avoid thinking about the minutiae of sending emails. Only feedback is more integrations or background work that leverage available context (eg auto drafts using notes from Granola meeting)<\/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\/@josephthomas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josephthomas<\/a> Hey!<\/p>\n<p>We have a Granola integration, if you go integrations -> Granola you can connect it.<\/p>\n<p>Then just tell Slashy to draft automatically with notes from Granola meetings, and this should work!<\/p>\n<p>Is a pretty common workflow \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>Been using it for the last few months and honestly love it, especially the iMessage integration! One of the smoothest experiences I\u2019ve had getting used to a new product.<\/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\/@wocheslander\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wocheslander<\/a> Thanks <3<\/p>\n<p>Was a lot of work and user feedback\/iterations to get here.<\/p>\n<p>If only we had Fable for this \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats, going to try it.<\/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\/@vedhsaka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vedhsaka<\/a> Awesome if you need help, here’s my cal: <a href=\"https:\/\/cal.com\/slashy\/30min\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">cal.com\/slashy\/30min<\/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>Been using for over a month now. It\u2019s saved so many hours for me plus my emails are now very personalized. <\/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\/@pratikmundra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pratikmundra<\/a> Appreciate it <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>How do you stop Slashy from texting you every single email? Is there some way to filter out only important emails?<\/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\/@anmolcs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anmolcs<\/a> Just text Slashy to only send you important ones!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been following slashy for a while super excited to see what you guys shipped today!<\/p>\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suryansh_tiwari2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suryansh_tiwari2<\/a> Thanks!<\/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\">Looks promising!<br \/>\nBulk email management like delete, archive, labeling, moving, forwarding, and smart filtering would be great.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Been using it every day. Especially enjoying the slashy text chat. <\/p>\n<\/p>\n<p>Phenomenal humans and phenomenal product.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Firing off emails from iMessage while on the go is genuinely something I never knew I needed until just now. The voice-matching piece is what separates useful AI email from the stuff that sounds like a robot wrote it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Looks promising! Bulk email management like delete, archive, labeling, moving, forwarding, and smart filtering would be great.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>top tier product, top tier team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@spideruv\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@spideruv<\/a> ty!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Awesome product! My cofounder and I use it a lot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shivkampani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shivkampani<\/a> Goat<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>best sales team in the world, always on and the tool is actually better than superhuman no joke. if there is an issue – you ping them and they fix it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@adi_singh5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adi_singh5<\/a> Thanks <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 attest that slashy is excellent<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dexter_horthy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dexter_horthy<\/a> Appreiciate it <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\u2019m using Poke for these features at the moment, any significant features or reasons I should switch?<\/div>\n<div class=\"comment-actions\">\n<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\/@bigyahu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bigyahu<\/a> If you’re happy with poke no need!<\/p>\n<p>But for people whose workloads are heavier\/reliability is a concern find switching to an email client + an imessage agent meant for b2b\/not consumer email\/calendar workflows is a p big improvement.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>The “no memory, no context” diagnosis is spot on – it’s why most AI email tools feel like a stranger writing on your behalf. The interesting bet here is the assistant noticing the follow-up you forgot; drafting is solved, triage and memory are where the real value is. One question: how do you handle the trust line on actually sending? For me the scary part of email automation isn’t the draft, it’s the irreversible click. Does Slashy ever send on its own or always hand you the wheel?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@david_marko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_marko<\/a> You’d need to do config on your end to have Slashy send on its own! By default it gives you the wheel always.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/KOJGXLNJOQGWQI\" class=\"app-title\">Taste Lab<\/a><\/p>\n<div class=\"one-liner\">Extract any website’s design DNA<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">304<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Taste Lab\u662f\u4e00\u6b3eAI\u8bbe\u8ba1\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u626b\u63cf\u4efb\u610f\u7f51\u7ad9\uff0c\u63d0\u53d6\u5176\u8272\u5f69\u3001\u5b57\u4f53\u3001\u95f4\u8ddd\u7b49\u8bbe\u8ba1\u8981\u7d20\u5e76\u89e3\u91ca\u80cc\u540e\u51b3\u7b56\u903b\u8f91\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u5411AI\u4ee3\u7406\u63cf\u8ff0\u8bbe\u8ba1\u98ce\u683c\u65f6\u56e0\u8bed\u8a00\u6a21\u7cca\u800c\u5bfc\u81f4\u7684\u8fd8\u539f\u5ea6\u4f4e\u3001\u7ec6\u8282\u4e22\u5931\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf0a40b9-6401-4a97-9f36-9afba6f1d1b1.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\/b0904164-44f3-49cf-aea0-2d03899f848a.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\/01e0ffb8-1541-412b-ad6e-7da8f979f80c.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\/4e910de0-2d55-4358-b36d-666fc10f4461.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\/43e4cbf1-023f-4af9-bfd8-7191242fd71d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/vgMFyjf5Vmg?si=fTfTXFQxH1dxRGyL\"><source src=\"https:\/\/youtu.be\/vgMFyjf5Vmg?si=fTfTXFQxH1dxRGyL\" 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\">Design Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1Token<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u98ce\u683c\u514b\u9686<\/span><br \/>\n <span class=\"tag\">UI\u9006\u5411\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">AI\u63d0\u793a\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">Tailwind\u914d\u7f6e<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u51b3\u7b56\u63a8\u7406<\/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\u4e86AI\u751f\u6210\u754c\u9762\u7f3a\u4e4f\u7ec6\u8282\u7684\u95ee\u9898\uff0c\u5c24\u5176\u8d5e\u8d4f\u201c\u5254\u9664\u901a\u7528\u63cf\u8ff0\u8bcd\u201d\u7684\u89c4\u5219\u3002\u4e89\u8bae\u70b9\u5728\u4e8e\uff1a\u80fd\u5426\u5904\u7406\u52a8\u753b\u548c\u590d\u6742\u52a8\u6548\uff1f\u662f\u5426\u4f1a\u4ea7\u751f\u8fc7\u62df\u5408\uff08\u8bef\u5c06\u5355\u9875\u566a\u97f3\u5f53\u4f5c\u54c1\u724c\u98ce\u683c\uff09\uff1f\u80fd\u5426\u5bfc\u51faTailwind\u914d\u7f6e\u6216\u8bbe\u8ba1Token\uff1f\u662f\u5426\u652f\u6301\u5206\u6790\u8de8\u9875\u9762\/\u8de8\u4ea7\u54c1\u7684\u8bbe\u8ba1\u7cfb\u7edf\u4e00\u81f4\u6027\uff1f\u80fd\u5426\u4fdd\u5b58\u5386\u53f2\u5206\u6790\u8bb0\u5f55\uff1f\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 Taste Lab\u89e3\u51b3\u7684\u4e0d\u662f\u201c\u63d0\u53d6\u989c\u8272\u5b57\u4f53\u201d\u8fd9\u79cd\u6280\u672f\u95ee\u9898\u2014\u2014\u8fd9\u7c7b\u5de5\u5177\u5df2\u7ecf\u70c2\u5927\u8857\u4e86\u3002\u5b83\u89e3\u51b3\u7684\u662fAI\u63d0\u793a\u5de5\u7a0b\u4e2d\u4e00\u4e2a\u6781\u5176\u9690\u853d\u4f46\u81f4\u547d\u7684\u74f6\u9888\uff1a\u4eba\u7c7b\u8bed\u8a00\u5bf9\u89c6\u89c9\u7684\u8ba4\u77e5\u538b\u7f29\u5931\u771f\u3002\u5f53\u4f60\u8bf4\u201c\u7b80\u6d01\u73b0\u4ee3\u201d\u65f6\uff0cAI\u7406\u89e3\u7684\u662f\u8bcd\u6c47\u7edf\u8ba1\u5206\u5e03\uff0c\u800c\u4e0d\u662f\u8fd9\u4e2a\u7279\u5b9a\u7684\u547c\u5438\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u6838\u5fc3\u5200\u5203\u5728\u4e8e\u90a3\u4e2a\u201c\u5220\u9664\u4efb\u4f55\u4e0d\u9488\u5bf9\u8be5\u7ad9\u70b9\u4e5f\u80fd\u5199\u51fa\u7684\u539f\u5219\u201d\u7684\u89c4\u5219\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u628a\u8bbe\u8ba1\u6279\u8bc4\u7684\u9006\u5411\u5de5\u7a0b\u81ea\u52a8\u5316\uff1a\u4e0d\u662f\u63cf\u8ff0\u4e00\u4e2a\u8bbe\u8ba1\u662f\u4ec0\u4e48\uff0c\u800c\u662f\u89e3\u91ca\u4e3a\u4ec0\u4e48\u5b83\u5fc5\u987b\u662f\u90a3\u6837\u3002\u8fd9\u6bd4AI\u751f\u6210\u754c\u9762\u66f4\u63a5\u8fd1\u8bbe\u8ba1\u8ba4\u77e5\u7684\u672c\u8d28\u2014\u2014\u8bbe\u8ba1\u662f\u7ea6\u675f\u7cfb\u7edf\u4e0b\u7684\u9009\u62e9\uff0c\u800c\u975e\u98ce\u683c\u7684\u968f\u673a\u7ec4\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u98ce\u9669\u540c\u6837\u660e\u663e\u3002\u7b2c\u4e00\uff0c\u5b83\u628a\u5355\u9875\u5f53\u4f5c\u5168\u8c8c\uff0c\u5bb9\u6613\u628a\u5e94\u6025\u7684\u6837\u5f0f\u59a5\u534f\u5f53\u6210\u54c1\u724c\u504f\u597d\uff1b\u7b2c\u4e8c\uff0c\u5bf9\u52a8\u6548\u3001\u4ea4\u4e92\u3001\u8d1f\u7a7a\u95f4\u5e03\u5c40\u7b49\u52a8\u6001\u6216\u975e\u7ed3\u6784\u5316\u8981\u7d20\u7684\u6355\u6349\u80fd\u529b\u5b58\u7591\uff1b\u7b2c\u4e09\uff0c\u5b83\u89e3\u51b3\u7684\u662f\u201c\u8bed\u8a00\u4ee3\u6c9f\u201d\uff0c\u4f46AI\u751f\u6210\u7684\u4ee3\u7801\u8d28\u91cf\u662f\u5426\u5339\u914d\u8fd9\u4e9b\u8bbe\u8ba1\u89c4\u5219\uff0c\u4ecd\u7136\u53d6\u51b3\u4e8e\u4e0b\u6e38\u5de5\u5177\u7684\u6267\u884c\u529b\u3002\u66f4\u503c\u5f97\u8b66\u60d5\u7684\u662f\uff1a\u5b83\u662f\u5426\u4f1a\u8ba9\u5f00\u53d1\u8005\u4e60\u60ef\u6027\u5730\u4f9d\u8d56\u201c\u514b\u9686\u201d\uff0c\u800c\u4e0d\u662f\u5efa\u7acb\u771f\u6b63\u7684\u8bbe\u8ba1\u51b3\u7b56\u80fd\u529b\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4e0d\u8fc7\uff0c\u5728\u5bf9\u51b2\u7528\u6237\u5bf9\u201c\u8ba9Claude\u7167\u7740\u505a\u201d\u7684\u632b\u8d25\u611f\u8fd9\u4ef6\u4e8b\u4e0a\uff0c\u5b83\u627e\u5230\u4e86\u4e00\u4e2a\u4ef7\u503c10\u4ebf\u7f8e\u5143\u7684\u7b11\u70b9\u2014\u2014token\u662f\u6b7b\u7684\uff0ctaste\u624d\u662f\u6d3b\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\">Taste Lab<\/span>\n <\/div>\n<div class=\"comment-content\">Point your AI agent at any website. Get back a complete design breakdown \u2014 colors, type, spacing, and the reasoning behind every decision \u2014 ready to use in your next build.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt!<\/p>\n<p>I built Taste Lab after hitting the same wall repeatedly: telling Claude “build this in the style of that site” and getting something that was technically close but clearly not it. The proportions were off. The spacing felt arbitrary.<\/p>\n<p>The problem wasn’t capability. It was the language I was giving the agent. Tokens say what a design is. Taste adds the why: the trade-offs that explain each specific decision.<\/p>\n<p>The pipeline bans phrases like “clean and modern” entirely. If a principle could have been written without ever seeing this specific site, it gets deleted.<\/p>\n<p>I’d love to know what site you run it on first!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> This is a massive time-saver. Trying to explain the subtle trade-offs of a good UI to an AI agent usually takes more time than just coding the CSS manually. Forcing the pipeline to extract strict design rules instead of generic adjectives is a game changer for building landing pages quickly. First thing I’m doing is running this on some top-tier e-commerce templates to see how it breaks down their conversion-focused spacing. Awesome product<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> love it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> The ‘delete any principle that could’ve been written without seeing this site’ rule is the sharp part. How do you stop it from over-fitting, treating one page’s quirks as the brand’s actual taste? Curious where you draw the line between a site’s real signature and just noise on that specific page.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>The “why” behind design decisions is exactly what’s missing when you hand off to AI agents. Tried it on a few sites and the output is way more useful than just extracting colors and fonts. Nice work, upvoted!<\/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\">Do you read motion design as well?<\/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>Love this! Which coding tool integration with Taste Lab do you recommend the most? Which one do you enjoy using?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This hits a real pain \u2014 telling an AI agent to build “in the style of X” almost always loses the spacing and type scale. Capturing the reasoning behind each design decision, not just the raw tokens, is the clever part. Does it export to a Tailwind config \/ design tokens I can drop straight into a build? 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Websites are becoming increasingly animated, how does it captuer animations styles? and unconventional animations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the concept. Have you experimented with analyzing entire product ecosystems rather than individual pages? I’d be curious to see how Taste Lab handles consistency across marketing sites, product dashboards, and mobile experiences. \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 that Taste Lab explains the reasoning behind visual choices, not just colors and fonts. For AI-built frontends, that context could help avoid generic-looking pages. Would be interesting to see how it handles sites with several design systems.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">I really liked ur idea,. But the logo is really not great. Please find ways to improve using product but not negatively attracting with logo<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">This is super cool, I\u2019ve also had similar problems prompting Claude like that<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The part I’d try first is running this on a messy personal portfolio, then using the breakdown as a prompt for a redesign instead of starting from a blank style guide. I like that it tries to explain why the spacing and type choices work, not just list tokens. Does Taste Lab keep a reusable brief\/history for a site, or is each scan meant to be a fresh one-off export?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Had a friend who put me on to taste lab to extract specific components and it was super helpful, thanks for the software going to be putting my boys into it that are in the space for sure.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Very cool! Does it provide md files?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@philip_sorensen Yes, it provides md and json file as output<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Very interesting product <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice. Does it save the templates for the future designs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> Congratulations, I like that this focuses on the reasoning behind the design, not just extracting colors and fonts. For AI-built interfaces, understanding why a layout works is much more useful than copying surface-level style tokens.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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. The idea of extracting a website\u2019s design DNA is interesting, especially for people trying to improve their landing pages.<\/p>\n<p>Are you mostly targeting designers right now, or founders who want to improve their own product pages?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>very cool idea! does it capture interaction and motion too (transitions, easing), or is it focused on the static layer for now?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Not only the idea, but also your landing page is nailed! Good job!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/7DGX3DO3UNS2TC\" class=\"app-title\">Permute 4.0<\/a><\/p>\n<div class=\"one-liner\">The ultimate media converter for macOS<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">180<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Permute 4.0 \u662f\u4e00\u6b3e\u4e3a macOS \u7528\u6237\u63d0\u4f9b\u8fd1\u4e4e\u5168\u683c\u5f0f\u7684\u97f3\u89c6\u9891\u4e0e\u56fe\u50cf\u8f6c\u6362\u5de5\u5177\uff0c\u89e3\u51b3\u7528\u6237\u5728\u4e13\u4e1a\u526a\u8f91\u6216\u65e5\u5e38\u4f7f\u7528\u4e2d\u9700\u9891\u7e41\u5207\u6362\u591a\u6b3e\u8f6c\u6362\u8f6f\u4ef6\u7684\u75db\u70b9\uff0c\u5b9e\u73b0\u4e00\u952e\u6279\u91cf\u5904\u7406\u4e0e\u683c\u5f0f\u7edf\u5408\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a318c27e-9969-46c1-9906-5dd3c633348a.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\/70cbe87b-dbd8-4a34-bd33-dfd5568d8530.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\/ad6d6f33-3eed-4ca7-b930-3d3f050f80c1.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\/bf2862b3-9423-4eee-bda7-20e88a8453a5.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\/c7c4dccc-cc15-4403-b8c0-a899503b1129.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\/4d120ae4-150a-4fcd-9886-490ffe7c684a.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\">Mac<\/span><br \/>\n <span class=\"tag\">Photo & Video<\/span><br \/>\n <span class=\"tag\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u8f6c\u6362\u5668<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u683c\u5f0f\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u5408\u5e76<\/span><br \/>\n <span class=\"tag\">\u5b57\u5e55\u6dfb\u52a0<\/span><br \/>\n <span class=\"tag\">Setapp<\/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>\u8001\u7528\u6237\u80af\u5b9a\u6df1\u5ea6\u91cd\u6784\u540e\u6027\u80fd\u4e0eUI\u63d0\u5347\uff0c\u53cd\u99884.0\u5728Intel Mac\u901a\u8fc7Setapp\u5b89\u88c5\u65f6\u6709\u517c\u5bb9\u6027\u95ee\u9898\uff08\u663e\u793a\u4ec5\u652f\u6301Silicon\uff09\uff0c\u5f00\u53d1\u8005\u5feb\u901f\u534f\u52a9\u89e3\u51b3\u3002\u6709\u7528\u6237\u5efa\u8bae\u80fd\u5426\u589e\u52a0SVG\u77e2\u91cf\u8f6c\u6362\uff08\u4ec5\u652f\u6301\u8f93\u5165\uff09\uff0c\u5e76\u8be2\u95ee\u9884\u8bbe\u4fdd\u5b58\u4e0e\u6279\u91cf\u62d6\u653e\u5de5\u4f5c\u6d41\u662f\u5426\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Permute 4.0 \u672c\u8d28\u4e0a\u4e0d\u662f\u4e00\u6b3e\u201c\u65b0\u5e94\u7528\u201d\uff0c\u800c\u662f\u4e00\u6b21\u5bf9\u65e7\u7248\u6280\u672f\u503a\u7684\u5f3a\u884c\u6e05\u7b97\u3002\u5b83\u780d\u6389\u4e86\u65e9\u5df2\u65e0\u7528\u7684DVD\u523b\u5f55\u529f\u80fd\uff0c\u91cd\u6784\u4e86UI\u4ee5\u62e5\u62b1Apple\u65b0\u6846\u67b6\uff0c\u5e76\u4fee\u590d\u4e86\u8001\u7248\u672c\u4e2d\u8106\u5f31\u7684\u591a\u5a92\u4f53\u5904\u7406\u7ba1\u7ebf\u2014\u2014\u8fd9\u624d\u662f\u672c\u6b21\u66f4\u65b0\u7684\u771f\u6b63\u4ef7\u503c\u3002\u8bc4\u8bba\u4e2d\u53cd\u6620\u51fa\u7684Intel Mac\u517c\u5bb9\u6027\u95ee\u9898\u662f\u4e2a\u5371\u9669\u4fe1\u53f7\uff1a\u5f00\u53d1\u8005\u662f\u5426\u5728\u501f\u201c\u91cd\u6784\u201d\u4e4b\u540d\uff0c\u6084\u6084\u52a0\u901f\u5bf9\u65e7\u786c\u4ef6\u7684\u629b\u5f03\uff1f\u867d\u7136Setapp\u4e0a\u7684\u5b89\u88c5\u5f15\u5bfc\u53ef\u88ab\u5feb\u901f\u4fee\u590d\uff0c\u4f46\u7528\u6237\u82e5\u7f3a\u4e4f\u76f4\u63a5\u8054\u7cfb\u5f00\u53d1\u8005\u7684\u6e20\u9053\uff0c\u4f53\u9a8c\u4f1a\u5927\u6253\u6298\u6263\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u529b\u5c42\u9762\uff0cPermute\u6700\u5927\u7684\u62a4\u57ce\u6cb3\u5e76\u975e\u6781\u81f4\u7684\u753b\u8d28\u6216\u901f\u5ea6\uff0c\u800c\u662f\u201c\u4e00\u952e\u5168\u641e\u5b9a\u201d\u7684\u61d2\u4eba\u5de5\u4f5c\u6d41\u3002\u5bf9\u4e8e\u4e13\u4e1a\u7528\u6237\uff0c\u5b83\u5f80\u5f80\u4e0d\u5982FFmpeg\u6216Compressor\u7075\u6d3b\uff1b\u4f46\u5bf9\u4e8e\u5927\u91cf\u9700\u8981\u6279\u91cf\u5904\u7406\u591a\u683c\u5f0f\u6587\u4ef6\u7684\u8bbe\u8ba1\u5e08\u3001\u65b0\u5a92\u4f53\u8fd0\u8425\u53ca\u8f7b\u5ea6\u89c6\u9891\u7528\u6237\uff0c\u5b83\u586b\u8865\u4e86macOS\u539f\u751f\u5de5\u5177\u5728\u8fd9\u4e00\u9886\u57df\u7684\u771f\u7a7a\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u5230\u7684\u201c\u9884\u8bbe\u4fdd\u5b58\u201d\u4e0e\u201c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u201d\u4ecd\u5b58\u5728\u6a21\u7cca\u5730\u5e26\u2014\u2014\u5982\u679c\u5f00\u53d1\u8005\u6ca1\u80fd\u8d81\u8fd9\u6b21\u91cd\u6784\u5c06\u6279\u5904\u7406\u9884\u8bbe\u4e0e\u89e6\u53d1\u7684\u4f53\u9a8c\u6253\u78e8\u5f97\u8db3\u591f\u76f4\u89c9\u5316\uff0c\u90a3\u4e48\u5b83\u4f9d\u7136\u6ca1\u80fd\u5f7b\u5e95\u5c06\u7528\u6237\u4ece\u201c\u624b\u52a8\u91cd\u8bbe\u53c2\u6570\u201d\u7684\u5e73\u5eb8\u6ce5\u6f6d\u4e2d\u62c9\u51fa\u6765\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u4e2a\u9690\u60a3\u662f\uff1a\u5f53\u5927\u591a\u6570\u7ade\u4e89\u5bf9\u624b\u5f00\u59cb\u62e5\u62b1AI\u9a71\u52a8\u7684\u667a\u80fd\u8bc6\u522b\u4e0e\u81ea\u9002\u5e94\u7f16\u7801\u65f6\uff08\u4f8b\u5982\u81ea\u52a8\u6839\u636e\u76ee\u6807\u5e73\u53f0\u8c03\u6574\u7801\u7387\uff09\uff0cPermute 4.0\u4f9d\u7136\u505c\u7559\u5728\u201c\u624b\u52a8\u9009\u9884\u8bbe\u201d\u7684\u4f20\u7edf\u8def\u5f84\u4e0a\u3002\u8fd9\u4f7f\u5176\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u9ad8\u5ea6\u8fdb\u5316\u7684\u517c\u5bb9\u6027\u4e2d\u8f6c\u7ad9\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5177\u6709\u524d\u77bb\u6027\u7684\u5a92\u4f53\u7ba1\u7406\u4e2d\u67a2\u3002\u56e0\u6b64\uff0c\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u7a33\u5b9a\u3001\u9ad8\u6548\u3001\u4e0d\u6298\u817e\uff0c\u4f46\u5982\u679c\u4f60\u5728\u5bfb\u627e\u201c\u4e0b\u4e00\u4ee3\u201d\u5de5\u4f5c\u6d41\u5de5\u5177\uff0c\u5b83\u53ef\u80fd\u8ba9\u4f60\u5931\u671b\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\">Permute 4.0<\/span>\n <\/div>\n<div class=\"comment-content\">Permute is a quick image, audio, and video converter. You can use it for files of all formats because Permute can convert anything into anything (almost). For water to water-to-wine conversion, you\u2019d have to refer to other authorities, but media files can become whatever format you need them to. Plus, Permute also has some additional goodies like merging two videos into one or adding a subtitle track.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019ve used <a href=\"https:\/\/www.producthunt.com\/products\/permute\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"permute\" target=\"_blank\" rel=\"noopener\">@Permute<\/a> forever (I hunted <a href=\"https:\/\/www.producthunt.com\/products\/permute\/launches\/permute-3-0\" target=\"_blank\" rel=\"noopener\">Permute 3.0<\/a> seven years ago!!), so I was nervous but hopeful about <a href=\"https:\/\/www.producthunt.com\/@charlie_monroe\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"charlie_monroe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_monroe<\/a>‘s promise that \u201ceverything changed but you\u2019ll still feel at home\u201d.<\/p>\n<\/p>\n<p>After <a href=\"https:\/\/blog.charliemonroe.net\/permute-4-beta-testing\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">beta testing<\/a> it for a while leading up to launch, I can confirm that he was right.<\/p>\n<\/p>\n<p>This isn\u2019t a shiny-new-app launch so much as a deep refactor of a Mac workhorse: rewritten UI using Apple\u2019s newer frameworks, better presets for modern hardware, cleaner cropping, stronger metadata handling, and Workshop folded back into the main window as file actions.<\/p>\n<\/p>\n<p>Also: RIP DVD authoring. \ud83d\udcc0\ud83d\ude05<\/p>\n<\/p>\n<p>I don’t even remember the last Mac I bought with an optical disk drive \u2014 which is why I’m glad that Charlie’s still maintaining this app \u2014 now there’s less tech debt, fewer weird legacy branches, and a much more comfortable home for the stuff people actually use Permute for now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I\u2019m telling you, Charlie and his apps are life savers through and through. I have a folder on my desktop called \u201cPermuted, Baby\u201d that is THICK w\/ output!<\/p>\n<p>A couple of weeks ago I was having some issues with being on an Intel Mac downloading the new Permute through Setapp and there is a quirk where it says only Silicon. Was bumming big time because I thought I would be w\/out my media munching homie, so I sent the dev a long shot email and he responded really fast and was super righteous to help walk me through how to get Permute 4.0 rocking on an Intel.<\/p>\n<p>Also, as someone who dabbles in mixed media DJ\u2019ing, his other app Downie is awesome and has allowed me to put together some really fun music and video sets. <\/p>\n<p>Appreciate you!<\/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\">Hey! It\u2019s awesome<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>the preset layer is the part i’d sweat most \u2014 abstracting formats is easy, but hiding whether a job hits videotoolbox or falls back to software is where the speed\/quality surprises come from.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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><a href=\"https:\/\/www.producthunt.com\/@charlie_monroe\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"charlie_monroe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_monroe<\/a> Thanks for sharing your work!<\/p>\n<\/p>\n<p>The <a href=\"https:\/\/www.producthunt.com\/products\/permute\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"permute\" target=\"_blank\" rel=\"noopener\">@Permute<\/a> tool will be useful on my design projects. Will it be able to handle conversion to and from SVG format vector graphics?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@underuncertainty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@underuncertainty<\/a> SVG -> bitmap yes. Bitmap to vector no.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 never had one clean tool for all my media conversions on Mac, usually I juggle three. A full rebuild that still feels at home is the hard kind to pull off, nice work. For batch jobs, can you save a conversion preset and just drop files onto it later, or do you set it up fresh each time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/RPHLNAADRGEJ3M\" class=\"app-title\">Athenic 2.0<\/a><\/p>\n<div class=\"one-liner\">A faster, smarter Athenic. Analyze on autopilot.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">162<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Athenic 2.0 \u662f\u4e00\u6b3e\u9762\u5411\u4ece\u521d\u521b\u516c\u53f8\u5230\u4e16\u754c500\u5f3a\u4f01\u4e1a\u7684AI\u6570\u636e\u4ee3\u7406\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8fde\u63a5CRM\u3001ERP\u7b49\u4e1a\u52a1\u5e94\u7528\uff0c\u81ea\u52a8\u751f\u6210\u4eea\u8868\u76d8\u548c\u62a5\u544a\uff0c\u5e76\u57fa\u4e8e\u5b9a\u65f6\u4efb\u52a1\u6216\u5f02\u5e38\u4e8b\u4ef6\u6267\u884c\u81ea\u52a8\u5316\u5206\u6790\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u201c\u95ee\u7b54\u5f0f\u201d\u5206\u6790\u5de5\u5177\u7f3a\u4e4f\u4e3b\u52a8\u6027\u548c\u5de5\u4f5c\u6d41\u95ed\u73af\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/000b5ed7-db2e-4f59-9705-4b4d8d09b726.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\/3caa5eda-b861-44c2-b39d-aacadb27202c.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\/511fccb7-9e89-486b-be22-a49924ba0e81.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\/b1a40941-9bb3-427b-90cc-f1380f900aa9.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\/4647ce34-5aff-4dd3-8e7f-8947c791bfa5.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/TT6uEopfqeI\"><source src=\"https:\/\/youtu.be\/TT6uEopfqeI\" 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\">Analytics<\/span><br \/>\n <span class=\"tag\">Business Intelligence<\/span><br \/>\n <span class=\"tag\">Data Visualization<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u5546\u4e1a\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">CRM\/ERP\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u4e91\u7aef\u5206\u6790<\/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\u5173\u6ce8Athenic\u5728\u591a\u6e90\u6570\u636e\u5efa\u6a21\u3001SQL\u53ef\u9760\u6027\u4e0e\u900f\u660e\u5ea6\u3001\u4ee5\u53ca\u201c\u4ee3\u7406\u201d\u4e3b\u52a8\u6027\u7684\u5b9e\u9645\u8868\u73b0\u3002\u6709\u8bc4\u8bba\u8d28\u7591AI\u5904\u7406\u590d\u6742\u8868\u5173\u8054\u7684\u9519\u8bef\u98ce\u9669\uff0c\u5efa\u8bae\u589e\u52a0\u63a8\u7406\u8fc7\u7a0b\u4e0eSQL\u5c55\u793a\u3002\u53e6\u4e00\u7528\u6237\u5f3a\u8c03\u4ece\u88ab\u52a8\u56de\u7b54\u5230\u4e3b\u52a8\u76d1\u63a7\u3001\u5f02\u5e38\u9884\u8b66\u7684\u5173\u952e\u4ef7\u503c\u3002\u521b\u59cb\u4eba\u56de\u5e94\u652f\u6301\u8bed\u4e49\u6a21\u578b\u9a8c\u8bc1\u3001\u81ea\u52a8\u5f02\u5e38\u68c0\u6d4b\u548c\u5b9a\u65f6\u90ae\u4ef6\u7b80\u62a5\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 Athenic 2.0 \u7684\u53d9\u4e8b\u65b9\u5411\u5f88\u806a\u660e\uff1a\u5b83\u5207\u4e2d\u4e86\u5f53\u524d\u201cChat with data\u201d\u5de5\u5177\u7684\u6838\u5fc3\u56f0\u5883\u2014\u2014\u7ed9\u51fa\u7b54\u6848\u5bb9\u6613\uff0c\u4f46\u8ba9\u7b54\u6848\u5e72\u6d3b\u96be\u3002\u4ece\u201c\u95ee\u4e00\u6b21\u5c31\u505a\u5b8c\u201d\u5230\u201c\u81ea\u52a8\u91cd\u8dd1+\u5f02\u5e38\u89e6\u53d1\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u628a\u5206\u6790\u5de5\u5177\u4ece\u201c\u641c\u7d22\u5668\u201d\u5347\u7ea7\u4e3a\u201c\u8fd0\u8425\u673a\u5668\u4eba\u201d\u3002\u4f46\u771f\u6b63\u503c\u5f97\u6df1\u6316\u7684\u4e0d\u662f\u201c\u81ea\u52a8\u5316\u201d\u8fd9\u4e2a\u6982\u5ff5\uff0c\u800c\u662f\u5b83\u5982\u4f55\u89e3\u51b3\u4fe1\u4efb\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u4e2d\u5df2\u6709\u4eba\u7cbe\u51c6\u6307\u51fa\uff1aText-to-SQL \u5728\u590d\u6742\u8868\u5173\u8054\u65f6\uff0c\u54ea\u6015\u903b\u8f91\u6709\u8bef\u4e5f\u4f1a\u81ea\u4fe1\u5730\u8fd4\u56de\u9519\u8bef\u6570\u503c\u3002\u8fd9\u662f\u6240\u6709AI\u5206\u6790\u5de5\u5177\u7684\u6b7b\u7a74\u3002Athenic \u7684\u5e94\u5bf9\u662f\u201c\u8bed\u4e49\u6a21\u578b+\u7ba1\u7406\u5458\u5ba1\u6838\u201d\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u628a\u7403\u8e22\u56de\u7ed9\u7528\u6237\u2014\u2014\u4f60\u4f9d\u7136\u9700\u8981\u4e00\u4e2a\u61c2\u6570\u636e\u7684\u4eba\u6765\u515c\u5e95\u3002\u5982\u679c\u4e0d\u89e3\u51b3\u900f\u660e\u5ea6\u4e0e\u53ef\u5ba1\u8ba1\u6027\u7684\u6839\u672c\u77db\u76fe\uff0c\u81ea\u52a8\u5316\u7684\u89c4\u6a21\u8d8a\u5927\uff0c\u9690\u85cf\u7684\u9519\u8bef\u98ce\u9669\u4e5f\u8d8a\u5927\u3002AI\u201c\u4e3b\u52a8\u76d1\u63a7\u201d\u542c\u8d77\u6765\u5f88\u7f8e\uff0c\u4f46\u5982\u679c\u76d1\u63a7\u672c\u8eab\u4f9d\u8d56\u4e00\u4e2a\u53ef\u80fd\u201c\u81ea\u4fe1\u5730\u72af\u9519\u201d\u7684\u6a21\u578b\uff0c\u90a3\u4e48\u6bcf\u4e00\u5c01\u201c\u81ea\u52a8\u53d1\u9001\u5230\u90ae\u7bb1\u201d\u7684\u5f02\u5e38\u62a5\u544a\uff0c\u90fd\u53ef\u80fd\u662f\u4e00\u6b21\u8bef\u62a5\u6216\u6f0f\u62a5\u3002\n <\/p>\n<p class=\"ai-content\">\n Athenic 2.0 \u7684\u4ea7\u54c1\u529b\u786e\u5b9e\u5728\u4ea7\u54c1\u529f\u80fd\u5e7f\u5ea6\u4e0a\u80dc\u8fc7\u591a\u6570\u7ade\u54c1\uff0c\u4f46\u4ece\u201c\u597d\u7528\u201d\u5230\u201c\u53ef\u4fe1\u201d\uff0c\u4e2d\u95f4\u8fd8\u9694\u7740\u4e00\u6761\u201c\u53ef\u5ba1\u8ba1\u7684\u63a8\u7406\u94fe\u201d\u3002\u5bf9\u4e8e\u8ffd\u6c42\u4f4e\u4ee3\u7801\u3001\u5feb\u901f\u770b\u677f\u7684\u4e2d\u5c0f\u56e2\u961f\uff0c\u5b83\u5df2\u7ecf\u8db3\u591f\u4eae\u773c\uff1b\u4f46\u5bf9\u8d22\u52a1\u3001\u5408\u89c4\u7b49\u9886\u57df\u7684\u4e25\u8083\u7528\u6237\uff0c\u5b83\u7684\u4ef7\u503c\u4ecd\u53d6\u51b3\u4e8e\u201c\u80fd\u5426\u5728\u4e0d\u4fe1\u4efb\u6a21\u578b\u7684\u524d\u63d0\u4e0b\uff0c\u4f4e\u6210\u672c\u5730\u9a8c\u8bc1\u6a21\u578b\u7ed3\u8bba\u201d\u3002\u8fd9\u4e0d\u662f\u96c5\u5178\u5c3c\u514b\u72ec\u6709\u7684\u96be\u9898\uff0c\u800c\u662f\u6574\u4e2aAI BI\u8d5b\u9053\u7684\u5206\u6c34\u5cad\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\">Athenic 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">Athenic is an AI agent for analyzing data and automating work. Connect your data, chat in plain English, and ship dashboards, reports, and automations. Built for startups to Fortune 500.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b Hey, Product Hunt, long time no see!<\/p>\n<p>We first launched Athenic in 2023, and a lot has changed since.<\/p>\n<p>Most “chat with your data” tools (Athenic 1.0 included) stop at an answer. Athenic 2.0 keeps going: it builds the dashboard, writes the report, and re-runs analyses on schedule \u2014 ask once, not every Monday.<\/p>\n<p>Here’s what’s new:<\/p>\n<ul>\n<li>\n<p>Automations \u2014 recurring analyses delivered to your inbox<\/p>\n<\/li>\n<li>\n<p>Business apps \u2014 connect your CRM, ERP, paid media channels & more, not just SQL databases<\/p>\n<\/li>\n<li>\n<p>Agentic Web research \u2014 Athenic monitors your competitors and surfaces market trends on its own<\/p>\n<\/li>\n<li>\n<p>Improved Charting \u2014 build full dashboards though chat, with more chart types and customizations<\/p>\n<\/li>\n<\/ul>\n<p>New usage-based pricing too, pay only for what you use. 2,000 free credits to start, no credit card required.<\/p>\n<p>Happy to answer any questions and always grateful for feedback. What’s the first thing you’d put on autopilot? \ud83d\udc47<\/p>\n<\/p>\n<p>\u2014 Jared<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_zhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_zhao<\/a> As a data anylyst ,upgrading from just SQL databases to ERP and CRM data is a huge hurdle cleared. Data centralization is always the hardest part of these tools. How does Athenic handle data modeling\/cleaning across those different business apps? 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_zhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_zhao<\/a> looks solid, good luck for 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><a href=\"https:\/\/www.producthunt.com\/@eggro\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"eggro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eggro<\/a> <a href=\"https:\/\/www.producthunt.com\/@jared_zhao\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jared_zhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_zhao<\/a> The \u201canalyze on autopilot\u201d angle is strong if it helps teams move from dashboards to decisions. A lot of analytics tools show what happened, but the real value is surfacing what changed, why it matters, and what someone should look at next.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The part I find most interesting is trusting an agent to pick the join paths across tables on its own \u2014 that’s usually where text-to-SQL tools quietly get the number wrong but still return something confident-looking. How are you handling the cases where the schema is ambiguous: does Athenic show its reasoning \/ the SQL it ran so an analyst can sanity-check, or is it more of a trust-the-answer flow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mikebrandswarm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mikebrandswarm<\/a> The setup is reasoned through and stored as a semantic model. The base SQL datasets and semantic models can be viewed by a team admin and verified or edited. Non admin users can also flag feedback for the admin. But the system is quite good at setting up autonomously. You’re definitely spot on about that being a major failure point of text to SQL. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>the agentic data analyst framing implies the agent takes initiative rather than just responding. curious what the actual agent behavior looks like in practice. does it proactively flag anomalies in connected data, suggest analyses you haven’t asked for, or is the agent label more about multi-step reasoning within a query than about autonomous action between sessions. the distinction matters a lot for how people would integrate this into their workflows<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ansari_adin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansari_adin<\/a> Hi, yes, the distinction is important and Athenic is capable of both. During your sessions Athenic will do multi step reasoning and suggest alternate analysis paths. It will also suggest automations or you can create them yourself. So you can do things like anomaly detection where it only emails you if it finds something interesting or if it crosses a threshold. Or check the web for events that may have impacted your business and give a summary at the top of the analysis. Automated workflows are the heart of 2.0<\/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\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/AJD3WYKDXZTMGK\" class=\"app-title\">Cloudback for Linear<\/a><\/p>\n<div class=\"one-liner\">Automated backup and restore for Linear workspaces<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">130<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cloudback for Linear \u4e3aLinear\u5de5\u4f5c\u7a7a\u95f4\u63d0\u4f9b\u81ea\u52a8\u5316\u5feb\u7167\u5907\u4efd\u4e0e\u4f9d\u8d56\u987a\u5e8f\u6062\u590d\uff0c\u89e3\u51b3\u5de5\u7a0b\u548c\u4ea7\u54c1\u56e2\u961f\u56e0\u8bef\u64cd\u4f5c\u3001\u6570\u636e\u4e22\u5931\u800c\u4e22\u5931\u5b8c\u6574\u9879\u76ee\u4e0a\u4e0b\u6587\uff08\u95ee\u9898\u3001\u9879\u76ee\u3001\u6587\u6863\u3001\u5468\u671f\u7b49\uff09\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18868318-7436-499c-a6b9-3ae84aae06c9.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\/678f377f-a641-44ec-8618-26441da23ba2.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\/786329d0-5122-4fd2-8516-06d26f4db2fc.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\/530bfab5-901d-4cc9-80c3-de6989fd830d.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\/046122c8-eabb-4b5f-8317-4fa92be716b4.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\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Linear\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6062\u590d<\/span><br \/>\n <span class=\"tag\">\u5feb\u7167\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">SaaS\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">SOC 2<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u7a7a\u95f4\u4fdd\u62a4<\/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\u79f0\u8d5e\u6062\u590d\u529f\u80fd\u7684\u8bbe\u8ba1\uff0c\u4f46\u8d28\u7591\u5b9a\u4ef7\u900f\u660e\u5ea6\uff0c\u5c24\u5176\u662f\u201c\u591a\u6210\u5458\u201d\u8ba1\u8d39\u903b\u8f91\u3002\u4e5f\u6709\u7528\u6237\u5173\u5fc3\u5907\u4efd\u5b9e\u65f6\u6027\u4e0e\u6062\u590d\u7c92\u5ea6\uff08\u5982\u662f\u5426\u652f\u6301\u5355\u9879\u76ee\u65f6\u95f4\u70b9\u6062\u590d\uff09\u3002\u5f00\u53d1\u8005\u56de\u5e94\u53ef\u514d\u8d39\u8bd5\u7528\u5e76\u67e5\u770b\u5177\u4f53\u4ef7\u683c\uff0c\u6062\u590d\u4e3a\u6309\u8ba1\u5212\u5feb\u7167\uff0c\u975e\u5b9e\u65f6\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 Cloudback\u5207\u4e2d\u4e86Linear\u7528\u6237\u65e5\u76ca\u589e\u957f\u7684\u201c\u6570\u636e\u4e3b\u6743\u7126\u8651\u201d\u2014\u2014\u5f53\u5de5\u4f5c\u7a7a\u95f4\u4ece\u4efb\u52a1\u5217\u8868\u6f14\u5316\u4e3a\u4ea7\u54c1\u5168\u4e0a\u4e0b\u6587\u5bb9\u5668\uff0c\u7eaf\u5907\u4efd\u5de5\u5177\u7684\u4ef7\u503c\u5c31\u4ece\u201c\u4fdd\u9669\u201d\u5347\u7ef4\u4e3a\u201c\u4e1a\u52a1\u8fde\u7eed\u6027\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u5176\u4ea7\u54c1\u8bbe\u8ba1\u7684\u4eae\u70b9\u4e0d\u5728\u4e8e\u5907\u4efd\u81ea\u52a8\u5316\uff08\u8fd9\u662f\u57fa\u672c\u529f\uff09\uff0c\u800c\u5728\u4e8e\u201c\u6062\u590d\u4f9d\u8d56\u987a\u5e8f\u201d\u548c\u201c23\u7c7b\u6570\u636e\u5206\u7c7b\u201d\u2014\u2014\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u6784\u5efa\u4e00\u5957\u7ebf\u6027\u903b\u8f91\u4e0b\u7684\u6570\u636e\u62d3\u6251\u8fd8\u539f\u80fd\u529b\uff0c\u6bd4\u7b80\u5355\u7684\u5bfc\u56deCSV\u8981\u590d\u6742\u5f97\u591a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u95ee\u9898\u4e5f\u5f88\u660e\u663e\uff1a\u5b9a\u4ef7\u7b56\u7565\u6545\u4f5c\u9ad8\u6df1\u3002\u201c\u6309\u6210\u5458\u6570\u6298\u7b97\u5355\u4f4d\u201d\u672c\u8d28\u4e0a\u662f\u5bf9PMF\u7684\u4e00\u79cd\u8bd5\u63a2\uff0c\u4f46\u7528\u201c\u9996\u6b215\u6210\u5458\u6bcf\u6210\u54582\u5355\u4f4d\uff0c\u540e\u7eed\u6bcf\u6210\u54584\u5355\u4f4d\u201d\u8fd9\u79cd\u89e3\u91ca\uff0c\u53ea\u4f1a\u8ba9\u7528\u6237\u89c9\u5f97\u4f60\u5728\u523b\u610f\u6a21\u7cca\u771f\u5b9e\u6210\u672c\u3002\u8001\u8001\u5b9e\u5b9e\u6309\u5de5\u4f5c\u7a7a\u95f4+\u5b58\u50a8\u91cf\u6536\u8d39\uff0c\u53cd\u800c\u66f4\u7b26\u5408\u5de5\u5177\u578bSaaS\u7684\u4fe1\u4efb\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u6062\u590d\u7c92\u5ea6\uff08\u662f\u5426\u652f\u6301\u5355\u9879\u76ee\u65f6\u95f4\u70b9\u6062\u590d\uff09\u624d\u662f\u7528\u6237\u7684\u771f\u5b9e\u8bc9\u6c42\uff0c\u800c\u5f00\u53d1\u8005\u8f7b\u98d8\u98d8\u7529\u4e00\u53e5\u201c\u4f9d\u8d56\u987a\u5e8f\u6062\u590d\u201d\u6765\u642a\u585e\uff0c\u663e\u7136\u4e0d\u591f\u3002\u5bf9\u4e8e\u5927\u89c4\u6a21\u56e2\u961f\uff0c\u4e00\u6b21\u6062\u590d\u6574\u4e2a\u5de5\u4f5c\u7a7a\u95f4\u672c\u8eab\u5c31\u662f\u9ad8\u98ce\u9669\u64cd\u4f5c\uff0c\u7528\u6237\u771f\u6b63\u9700\u8981\u7684\u4e0d\u662f\u201c\u5168\u76d8\u6062\u590d\u201d\uff0c\u800c\u662f\u201c\u624b\u672f\u5200\u5f0f\u7684\u5b9a\u70b9\u56de\u6eda\u201d\u3002\u8fd9\u624d\u662fCloudback\u4ece\u201c\u5907\u4efd\u5de5\u5177\u201d\u8dc3\u5347\u4e3a\u201c\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u201d\u7684\u94a5\u5319\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u5916\uff0c\u4f5c\u4e3a\u552e\u4ef7\u4f9d\u8d56\u4fe1\u4efb\u7684\u4ea7\u54c1\uff0c\u5176SOC 2\u5408\u89c4\u548c\u52a0\u5bc6\u80cc\u4e66\u786e\u5b9e\u6784\u5efa\u4e86\u5b89\u5168\u58c1\u5792\uff0c\u4f46\u9762\u5bf9Zapier\u7b49\u81ea\u52a8\u5316\u5e73\u53f0\u7684\u4f4e\u4ef7\u5907\u4efd\u65b9\u6848\uff0cCloudback\u5fc5\u987b\u901a\u8fc7\u201c\u6062\u590d\u901f\u5ea6\u201d\u548c\u201c\u6570\u636e\u5b8c\u6574\u6027\u201d\u573a\u666f\u5316\u8425\u9500\u6765\u951a\u5b9a\u9ad8\u7aef\u5b9a\u4f4d\uff0c\u800c\u975e\u7ea0\u7ed3\u4e8e\u5355\u4f4d\u6362\u7b97\u3002\u4e00\u53e5\u8bdd\uff1a\u5de5\u5177\u505a\u5f97\u5f88\u91cd\uff0c\u5b9a\u4ef7\u8bf4\u5f97\u5f88\u7ed5\uff0c\u5efa\u8bae\u56de\u5f52\u201c\u503c\u591a\u5c11\u201d\u800c\u975e\u201c\u600e\u4e48\u7b97\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\">Cloudback for Linear<\/span>\n <\/div>\n<div class=\"comment-content\">Cloudback runs automated, snapshot-based backups for Linear workspaces, GitHub, GitLab, and Azure DevOps. Linear capture covers 23 data categories: issues, projects, cycles, documents, comments, attachments, embedded files, and the workspace structure itself. Restore in dependency order from any backup, into a new target workspace. AES-256 with optional customer-managed keys (RSA Lockbox). SOC 2 Type II compliant. 1.7k+ customers, 14k+ repositories, 4M+ backups.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH \ud83d\udc4b, I’m one of the makers of <a href=\"https:\/\/cloudback.it\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Cloudback<\/a>. Today I’m bringing our Linear backup support to PH, because Linear is now where a lot of teams keep their full product context – issues, project decisions, cycle history, planning docs. Losing that overnight is a real risk, and Linear’s native export only covers the issues table.<\/p>\n<p>Here’s what Cloudback does for a Linear workspace:<\/p>\n<p>– Captures 23 data categories per workspace, including issues, projects, cycles, documents, custom views, initiatives, templates, comments, attachments, embedded files, workflow states, labels, teams, members, and the workspace structure itself.<br \/>– Restores the full workspace, not just a data dump – issues, projects, comments, and the structure all come back in the right order.<br \/>– Snapshot-based backup. Pick any backup, point it at an empty Linear workspace, confirm.<\/p>\n<p>\ud83d\udc65 Who it is built for:<br \/>– Engineering and product teams running their whole roadmap in Linear.<br \/>– Security and compliance teams that need backup evidence for SOC 2 audits.<br \/>– Founders who’d lose months of context if a workspace got wiped.<\/p>\n<p>\ud83d\udd12 Security:<br \/>– AES-256 archives, customer-managed encryption keys via RSA Lockbox.<br \/>– SOC 2 Type II compliant.<br \/>– Cloudback Managed Storage in five regions, or bring your own storage across Amazon S3, Azure Blob, Google Cloud, OneDrive, Wasabi, Alibaba OSS, and OpenStack Swift.<br \/>– Audit log, Vanta integration, and many more.<\/p>\n<p>Every plan starts with a free trial, so you can run a full backup and a restore drill before paying anything.<\/p>\n<p>\ud83d\udcac Happy to answer any questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the focus on recovery, not just backup. Most teams only think about repo protection after something goes wrong, so having automated snapshots and a fast restore path gives a lot more peace of mind.<\/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\/@jostin_trunerg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jostin_trunerg<\/a> Glad it resonated! Restore is the half most teams skip until they need it. Snapshots are easy to set and forget – the real value is bringing the whole workspace back fast and in order when something breaks.<\/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\">Congratulations on the launch! I find the pricing a little opaque – in particular it’s unclear why there would be multiple workspace users for a backup? Please could you give me an example?<\/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\/@hex_miller_bakewell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hex_miller_bakewell<\/a> Good question! It’s one backup of the whole workspace, not per user – member count just scales it with how much is in there (issues, projects, docs, comments). Example: a 10-member workspace works out to 30 units – the first 5 members are 2 units each, the next 5 are 4 each. Every plan starts with a free trial, so you can connect the workspace and see your exact units and price before paying.<\/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\">How realtime is the backup? Can I use it for context retrieval for my LLM?<\/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\/@zhen_han\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zhen_han<\/a> for getting context from Linear, you can use Linear MCP, it’s better for operating Linear via LLM.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zhen_han\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zhen_han<\/a> Good question – it’s snapshot-based, not real-time. Backups run on a schedule (daily by default, or weekly\/monthly\/custom, and you pick the time and time zone). You can also take an on-demand backup anytime – it’s literally one click – so right before a risky migration you can grab a fresh snapshot. Your recovery point is your most recent scheduled or manual backup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The restore-in-dependency-order detail is useful. Linear holds roadmap context beyond issues, so a dry-run restore before paying is a smart trust step. Can teams preview how projects, cycles, docs, and comments map before restoring into a new workspace?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Backup-and-restore is one of those things nobody values until the day they desperately do, which is exactly why it’s a hard sell and an easy thing to under-price. The critique above about pricing clarity is the real one.<\/p>\n<p>From a product-team angle: the question I’d want answered on the page isn’t “do you back up Linear,” it’s “how fast and how granular is <em>restore<\/em>.” If someone fat-fingers a bulk archive, can I recover one project to a point in time, or is it all-or-nothing? Recovery granularity is the actual product, the backup is just the prerequisite. Worth leading with that, because it’s also what justifies the price.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/FGPLN55XYVVARV\" class=\"app-title\">Memoriq<\/a><\/p>\n<div class=\"one-liner\">Your private AI memory for ChatGPT, Claude, Gemini and Grok<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">119<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Memoriq \u662f\u4e00\u6b3e\u5f00\u6e90\u3001\u7aef\u5230\u7aef\u52a0\u5bc6\u7684AI\u8bb0\u5fc6\u7ba1\u7406\u5de5\u5177\uff0c\u5e2e\u4f60\u8de8\u5e73\u53f0\u4fdd\u5b58ChatGPT\u3001Claude\u3001Gemini\u548cGrok\u4e0a\u7684\u91cd\u8981\u5bf9\u8bdd\uff0c\u9632\u6b62\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u4e22\u5931\u5728\u4e91\u7aef\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/27c93767-291d-4163-a836-0fd87c8109db.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\/a7a5b1b2-9fc6-49d1-8aa2-5e42732e708b.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\/4b8557bc-2f35-4ea8-9eca-603e22132f19.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\/9680e5a0-d890-4f83-a7a2-029dffedaf9a.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\/6bd629f9-4107-40c6-9d53-79ba3b60b7a3.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\/49634b81-3323-4a01-92bc-9a17243e1692.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\/2c28917f-5dc3-4474-80cd-07ca956bce28.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\">Privacy<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bb0\u5fc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7aef\u5230\u7aef\u52a0\u5bc6<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">\u81ea\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u77e5\u8bc6\u5e93<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4e3b\u6743<\/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\u5173\u6ce8\u6355\u83b7\u673a\u5236\u8de8\u5e73\u53f0\u53ef\u9760\u6027\u5dee\u5f02\uff0c\u5c24\u5176ChatGPT\u57fa\u4e8eAPI\uff08\u7a33\u5b9a\uff09\uff0cClaude\u7b49\u4f9d\u8d56DOM\u6293\u53d6\uff08\u6613\u56e0UI\u66f4\u65b0\u5931\u6548\uff09\u3002\u5efa\u8bae\u6539\u8fdb\u81ea\u52a8\u8bb0\u5fc6\u7b5b\u9009\u3001\u56e2\u961f\u5171\u4eab\u80fd\u529b\uff0c\u5e76\u671f\u671b\u652f\u6301\u8bed\u4e49\u641c\u7d22\u53ca\u5bfc\u51fa\u590d\u7528\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 Memoriq\u5207\u4e2d\u4e86\u4e00\u4e2a\u771f\u5b9e\u4f46\u7565\u663e\u5c0f\u4f17\u7684\u75db\u70b9\uff1a\u91cd\u5ea6AI\u7528\u6237\u5728\u4e0d\u540c\u6a21\u578b\u95f4\u5207\u6362\u65f6\u7684\u201c\u8bed\u5883\u5931\u5fc6\u201d\u95ee\u9898\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u81ea\u4e3b\u6743\uff08\u5f00\u6e90\u3001\u81ea\u6258\u7ba1\u3001\u7aef\u5230\u7aef\u52a0\u5bc6\uff09\u4e0e\u5b9e\u7528\u6027\uff08\u8de8\u5e73\u53f0\u6355\u83b7\u3001\u672c\u5730\u89e3\u5bc6\u641c\u7d22\uff09\u7ed3\u5408\uff0c\u8fd9\u5728\u5f53\u524d\u5927\u6a21\u578b\u670d\u52a1\u666e\u904d\u5c06\u7528\u6237\u5bf9\u8bdd\u89c6\u4e3a\u81ea\u6709\u8d44\u4ea7\u7684\u73af\u5883\u4e0b\uff0c\u662f\u4e00\u79cd\u6e05\u9192\u7684\u201c\u6570\u636e\u4e3b\u6743\u201d\u4e3b\u5f20\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u76ee\u524d\u4ecd\u5904\u4e8e\u201c\u6f02\u4eae\u7684\u624b\u5de5\u5b58\u6863\u201d\u9636\u6bb5\u3002\u9996\u5148\uff0c\u6355\u83b7\u673a\u5236\u7684\u8106\u5f31\u6027\u662f\u786c\u4f24\u2014\u2014Claude\u3001Gemini\u7b49\u4f9d\u8d56DOM\u63d0\u53d6\uff0c\u8fd9\u610f\u5473\u7740\u4ea7\u54c1\u7ef4\u62a4\u6210\u672c\u6781\u9ad8\u4e14\u4e0d\u7a33\u5b9a\uff0c\u4efb\u4f55\u4e00\u6b21UI\u6539\u7248\u90fd\u53ef\u80fd\u8ba9\u6838\u5fc3\u529f\u80fd\u5931\u7075\uff0c\u5f00\u53d1\u8005\u56de\u590d\u627f\u8ba4\u201c\u6301\u7eed\u8ddf\u8fdb\u201d\u542c\u8d77\u6765\u66f4\u50cf\u662f\u6743\u5b9c\u4e4b\u8ba1\u800c\u975e\u5de5\u7a0b\u65b9\u6848\u3002\u5176\u6b21\uff0c\u201c\u7528\u6237\u624b\u52a8\u7b56\u5c55\u201d\u867d\u7136\u89c4\u907f\u4e86AI\u8bef\u5224\uff0c\u4f46\u4e5f\u5c06\u95e8\u69db\u62ac\u9ad8\uff1a\u5927\u591a\u6570\u7528\u6237\u751a\u81f3\u8bb0\u4e0d\u8d77\u4fdd\u5b58\uff0c\u66f4\u522b\u8bf4\u4e8b\u540e\u7ec4\u7ec7\u2014\u2014\u8fd9\u672c\u8d28\u4e0a\u662f\u628a\u4e00\u4e2a\u8ba4\u77e5\u8d1f\u62c5\u4eceAI\u8f6c\u5ac1\u7ed9\u4e86\u4eba\u7c7b\u3002\u6700\u540e\uff0c\u7f3a\u4e4f\u8de8\u6a21\u578b\u7684\u77e5\u8bc6\u5e94\u7528\uff08\u5982\u7528\u5b58\u4e0b\u6765\u7684Claude\u5bf9\u8bdd\u53bb\u8ffd\u95eeGemini\uff09\uff0c\u8ba9\u201c\u8bb0\u5fc6\u201d\u66f4\u50cf\u4e00\u4e2a\u9759\u6001\u6587\u4ef6\u5939\uff0c\u800c\u975e\u667a\u80fd\u4f53\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5546\u4e1a\u89d2\u5ea6\u770b\uff0c119\u7968\u3001\u5be5\u5be5\u6570\u6761\u6df1\u5ea6\u8bc4\u8bba\uff0c\u53cd\u6620\u4e86\u5e02\u573a\u5904\u4e8e\u65e9\u671f\u6559\u80b2\u9636\u6bb5\u3002\u4ea7\u54c1\u771f\u6b63\u7684\u58c1\u5792\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u5907\u4efd\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201cAI\u8bb0\u5fc6\u4ee3\u7406\u201d\u2014\u2014\u5373\u4e0d\u4ec5\u80fd\u5b58\uff0c\u8fd8\u8981\u80fd\u7406\u89e3\u3001\u5173\u8054\u3001\u590d\u7528\u65f6\u65e0\u9700\u7528\u6237\u624b\u52a8\u5582\u4e0a\u4e0b\u6587\u3002\u5982\u679c\u4e0d\u80fd\u89e3\u51b3\u6355\u83b7\u53ef\u9760\u6027\u548c\u4e3b\u52a8\u8bb0\u5fc6\u63d0\u70bc\u7684\u95ee\u9898\uff0cMemoriq\u5f88\u5bb9\u6613\u6ca6\u4e3a\u6781\u5ba2\u7ec8\u5c06\u653e\u5f03\u7684\u53c8\u4e00\u4e2a\u201c\u81ea\u5efa\u65b9\u6848\u201d\u3002\u5176\u5f00\u6e90\u6027\u662f\u4e00\u628a\u53cc\u5203\u5251\uff1a\u8d62\u5f97\u4e86\u9690\u79c1\u81f3\u4e0a\u7684\u53e3\u7891\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u5546\u4e1a\u5316\u8def\u5f84\u8270\u96be\u3002\u5982\u679c\u56e2\u961f\u540e\u7eed\u80fd\u63a8\u51fa\u53ef\u9760\u7684\u8de8\u5e73\u53f0\u8bed\u4e49\u68c0\u7d22\u548c\u52a0\u5bc6\u5171\u4eab\uff0c\u5e76\u8bbe\u8ba1\u51fa\u66f4\u4f18\u96c5\u7684\u81ea\u52a8\u6355\u83b7\u7b56\u7565\uff0c\u5b83\u4f1a\u6210\u4e3aAI\u5de5\u4f5c\u6d41\u4e2d\u7684\u6697\u591c\u706f\u5854\uff1b\u5426\u5219\uff0c\u5c31\u53ea\u662f\u4e00\u6b21\u6280\u672f\u4e4c\u6258\u90a6\u7684\u5b9e\u9a8c\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\">Memoriq<\/span>\n <\/div>\n<div class=\"comment-content\">Memoriq is your private AI memory for ChatGPT, Claude, Gemini and Grok. Save the conversations that matter in an end-to-end encrypted vault that only you can access. Open source, self-hostable, and built for people who don’t want to lose valuable AI chats or trust another plaintext cloud service. Search, organize, and keep your AI knowledge under your control.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi, I’m the creator of Memoriq.<\/p>\n<p>I built it because I kept losing useful conversations across ChatGPT, Claude, Gemini and Grok, and didn’t want to rely on another plaintext cloud service.<\/p>\n<p>Memoriq is an open-source, end-to-end encrypted AI memory that you can self-host or use as a hosted service. Your conversations stay private, and only you can access them.<\/p>\n<p>I’d appreciate any feedback on the project. Happy to answer any technical or security 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@giekaton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giekaton<\/a> I think the logo would be stronger if it carried a more meaningful concept that directly reflects the brand’s core purpose. Since Memoriq is about preserving important memories, personal growth, and connecting life experiences, the logo could incorporate symbolism related to memory, connection, timelines, or meaningful moments. A concept-driven logo would not only look attractive but also create a deeper emotional connection with users and make the brand more memorable. After carefully exploring your brand, this was simply a thought that came to mind, so I wanted to share it with you. I hope you find it helpful.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@giekaton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giekaton<\/a> The context problem with AI is real\u2014switching between Claude and ChatGPT means losing institutional knowledge. Private memory that persists across models is exactly what teams need. Have you thought about team-level memory contexts where multiple people can contribute to shared knowledge bases, or is staying individual-focused intentional for privacy?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>the multi-platform support across ChatGPT, Claude, Gemini, and Grok is the right coverage but the capture mechanism for each is probably different. some of these have APIs, some require browser extension scraping, and the reliability and permissions vary a lot between them. curious how the actual capture works across platforms and whether there are any that work more reliably than others or require different setup steps<\/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\/@ansari_adin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansari_adin<\/a> Good question!<\/p>\n<p>The capture path is provider-specific. ChatGPT is currently the most reliable because the extension uses OpenAI’s same-origin conversation API while you’re logged in, so it can retrieve the conversation directly from the provider.<\/p>\n<p>Claude, Gemini, and Grok currently rely on DOM extraction, since the goal is to work with the normal web interfaces rather than require separate API keys. Those providers change their UIs fairly often, so capture is best-effort. Gemini, for example, may require manual scrolling to the top for very long chats.<\/p>\n<p>Since browser extensions are generally not available on mobile, the long-term vision is to support native sharing on mobile, whether through the Memoriq PWA or a dedicated app, so useful AI conversations can be saved as naturally as they are on desktop.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The user-curated memory choice makes sense for launch and support workflows where only a few AI conversations are worth keeping as project history. The first thing I would test is whether a teammate can save a Claude\/ChatGPT thread, search it later, and prove it stayed private without turning it into another shared knowledge base. Does Memoriq support any team handoff model yet, or is the intended boundary strictly one private vault per person?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@hazy0\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hazy0<\/a> Right now, the focus is one private vault per person. End-to-end encrypted sharing is something I’d love to add in the future, and I think it could work well for teams.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>The capture asymmetry between platforms is the interesting engineering constraint here. ChatGPT via API is reliable, but Claude, Gemini, and Grok depend on DOM extraction. Meaning a UI change on any of those platforms can silently break capture or produce malformed saves.<\/p>\n<p>How do you handle version drift detection? Is it a user-visible failure (capture stops until an extension update ships) or does Memoriq degrade gracefully and capture partial content? Claude in particular has changed its conversation UI structure multiple times this year. What does the extension update cadence look like when a platform breaks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@binu_george\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@binu_george<\/a> That’s one of the main engineering challenges. Right now, if a provider changes its UI, capture quality can degrade until the extension is updated, although partial captures may still work depending on the change. Keeping up with provider changes is an ongoing part of the project.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>End-to-end encrypted + self-hostable is the combo that makes this trustworthy for anything work-related. The moment your AI history sits in someone else’s plaintext cloud, you can’t put real client or business context in it. Open source seals the deal because “private” only means something when you can verify it. The capture across four assistants is the hard part though – they don’t all expose the same hooks. Curious how you handle that without it breaking every time one of them changes their UI.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@david_marko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_marko<\/a> Thanks! The capture path is provider-specific. ChatGPT is the most reliable because it can use the provider’s conversation API, while Claude, Gemini, and Grok currently rely on DOM extraction. UI changes do happen, so the extension is designed to evolve alongside the providers and improve over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I bounce between Claude and ChatGPT depending on the task and re-explaining my project context every time gets old fast. A shared memory layer makes sense in theory, but I’d want to know how it decides what’s worth remembering vs noise. Is that automatic or do you curate it yourself?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@josedamian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josedamian<\/a> Right now, it’s user-curated rather than automatic. The idea is that you save the conversations you know you’ll want later instead of having another AI guess what’s important and what’s noise.<\/p>\n<p>Automatic memory is an interesting idea, but I think the right starting point is giving people a private place to save the conversations they care about.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The E2E encryption and self-hosting options are a huge win for anyone worried about data privacy with LLMs. What cryptographic primitives are you using to handle the end-to-end encryption without bottlenecking the search\/retrieval speed?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@luyanda_ntombela\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luyanda_ntombela<\/a> Thanks for the question!<\/p>\n<p>The current approach is to keep the cryptography fairly conventional and avoid clever encrypted indexing schemes for now. Memoriq uses a browser-generated 256-bit AES-GCM master encryption key (MEK). The user’s encryption password is processed with PBKDF2-SHA256, the MEK is wrapped with AES-KW, and conversations are encrypted locally before upload.<\/p>\n<p>To avoid search becoming a bottleneck, the server doesn’t perform content search at all. After you unlock the vault, encrypted conversation headers are decrypted locally in the browser and used for list and search operations, while full conversation bodies are decrypted on demand. Server-side semantic search is something I’d like to explore in the future, but only if it can preserve the privacy model.<\/p>\n<p>There’s a more detailed write-up of the encryption and extension architecture in the repo as well, if you’re interested in the implementation details, you can find it on <a href=\"https:\/\/github.com\/memoriqme\/memoriq\/blob\/main\/docs\/E2EE-and-extension.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">GitHub<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Ok but what can I do with stored conversations? Can I search across all my saved chats? Can I use them in other LLMs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zopteraa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zopteraa<\/a> Yes, you can already search across conversations saved from different AI providers in one place.<\/p>\n<p>Right now, exports are encrypted vault backups rather than a format for other LLMs. Memoriq is still in beta, and I’m focused on getting the core experience right first.<\/p>\n<p>Longer term, I think there’s a lot of potential for richer semantic search, privacy-preserving AI agents that can work with your own conversation library, end-to-end encrypted sharing, and new ways to connect knowledge across different AI providers.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YCRXMCPH3NBX33\" class=\"app-title\">Conan<\/a><\/p>\n<div class=\"one-liner\">A native Mac cockpit for Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">115<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Conan \u662f\u4e00\u6b3e\u539f\u751f macOS \u684c\u9762\u5e94\u7528\uff0c\u4e3a Claude Code \u7ec8\u7aef\u7528\u6237\u63d0\u4f9b\u5b9e\u65f6\u72b6\u6001\u9762\u677f\uff08HUD\uff09\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u65e0\u6cd5\u76f4\u89c2\u8ffd\u8e2a AI \u4ee3\u7406\u5de5\u5177\u8c03\u7528\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u538b\u529b\u548c Token \u6d88\u8017\u7684\u75db\u70b9\uff0c\u5c06\u788e\u7247\u5316\u4fe1\u606f\u6574\u5408\u4e3a\u53ef\u4e00\u773c\u638c\u63a7\u7684\u201c\u9a7e\u9a76\u8231\u201d\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/2a7d1858-9ae5-4e12-b98e-d1957c1555ae.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/j-iAWTQFbhI\"><source src=\"https:\/\/youtu.be\/j-iAWTQFbhI\" 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\/003f5902-a264-4b3d-92ff-0b5c8cf115dd.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\/c8e39cdc-b07c-49dd-808c-9c5ef26ac312.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\">Mac<\/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\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Claude Code\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">macOS\u684c\u9762\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u7a97\u53e3<\/span><br \/>\n <span class=\"tag\">Token\u6d88\u8017<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u9690\u79c1<\/span><br \/>\n <span class=\"tag\">\u591a\u4f1a\u8bdd\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">HUD\u9762\u677f<\/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\u5b9e\u65f6\u4e0a\u4e0b\u6587\u7a97\u53e3\u548c\u6280\u80fd\u8c03\u7528\u8ffd\u6eaf\u529f\u80fd\uff0c\u5e76\u5efa\u8bae\u52a0\u5165\u591a\u4f1a\u8bdd\u6982\u89c8\u30015\u5206\u949f\u6458\u8981\u548c\u5173\u952e\u5931\u8d25\u6a21\u5f0f\u9ad8\u4eae\u3002\u90e8\u5206\u7528\u6237\u62c5\u5fc3\u8fc7\u5ea6\u66dd\u5149\u589e\u52a0\u8ba4\u77e5\u8d1f\u8377\uff0c\u4f46\u5bf9\u672c\u5730\u4f18\u5148\u3001\u65e0\u9065\u6d4b\u7684\u9690\u79c1\u8bbe\u8ba1\u7ed9\u4e88\u9ad8\u5ea6\u8bc4\u4ef7\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 Conan \u7cbe\u51c6\u5207\u4e2d\u4e86\u201cAI\u8f85\u52a9\u7f16\u7a0b\u5931\u63a7\u611f\u201d\u8fd9\u4e00\u9690\u6027\u75db\u70b9\uff1a\u5f53 Claude Code \u53d8\u6210\u9ed1\u76d2\uff0c\u5f00\u53d1\u8005\u53ea\u80fd\u901a\u8fc7\u7ec8\u7aef\u6eda\u52a8\u6761\u731c\u6d4b\u5b83\u6b63\u5728\u505a\u4ec0\u4e48\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u591a\u51fa\u4e00\u4e2a\u4eea\u8868\u76d8\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u9690\u5f62\u6210\u672c\u201d\u663e\u6027\u5316\u2014\u2014\u4e0a\u4e0b\u6587\u7a97\u53e3\u538b\u529b\u3001Token\u6d88\u8017\u3001\u6280\u80fd\u8c03\u7528\u94fe\uff0c\u8fd9\u4e9b\u672c\u662f\u5de5\u7a0b\u5e08\u4f18\u5316AI\u4ea4\u4e92\u7684\u5173\u952e\u8d44\u4ea7\uff0c\u5374\u88ab\u539f\u751f\u7ec8\u7aef\u4e3b\u52a8\u9690\u85cf\u4e86\u3002Conan \u9009\u62e9\u4e86\u672c\u5730\u94a9\u5b50\u4e8b\u4ef6\u6d41\u800c\u975e\u65e5\u5fd7\u8f6e\u8be2\uff0c\u4fdd\u8bc1\u4e86\u5b9e\u65f6\u6027\uff0c\u5e76\u89c4\u907f\u4e86\u8fdc\u7a0b\u8ffd\u8e2a\u5e26\u6765\u7684\u9690\u79c1\u5408\u89c4\u98ce\u9669\uff0c\u8fd9\u5bf9\u4f01\u4e1a\u7ea7\u7528\u6237\u662f\u6740\u624b\u7ea7\u5356\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u4ea7\u54c1\u6709\u7ed3\u6784\u6027\u95ee\u9898\uff1a\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u201c\u770b\u677f\u201d\uff0c\u800c\u975e\u201c\u63a7\u5236\u53f0\u201d\u3002\u5b83\u544a\u8bc9\u7528\u6237\u53d1\u751f\u4e86\u4ec0\u4e48\uff0c\u5374\u4e0d\u63d0\u4f9b\u5e72\u9884\u673a\u5236\u2014\u2014\u5f53\u4e0a\u4e0b\u6587\u538b\u529b\u98d9\u5347\uff0c\u7528\u6237\u53ea\u80fd\u770b\u7740\u5b83\u6da8\uff0c\u7136\u540e\u624b\u52a8\u5207\u5230 Claude Code \u8f93\u5165\/compact\u3002\u5982\u679cConan\u4e0b\u4e00\u6b65\u80fd\u5d4c\u5165\u52a8\u4f5c\uff08\u5982\u4e00\u952e\u538b\u7f29\u4e0a\u4e0b\u6587\u3001\u6682\u505c\u6216\u91cd\u8bd5\u5931\u8d25\u7684\u5de5\u5177\u8c03\u7528\uff09\uff0c\u5b83\u624d\u80fd\u4ece\u201c\u526f\u5c4f\u76d1\u63a7\u201d\u5347\u7ea7\u4e3a\u771f\u6b63\u7684\u5f00\u53d1\u9a7e\u9a76\u8231\u3002\u6b64\u5916\uff0c\u6301\u7eed\u76d1\u63a7AI\u884c\u4e3a\u672c\u8eab\u5b58\u5728\u8fb9\u9645\u6548\u5e94\u9012\u51cf\u2014\u2014\u591a\u6570\u5f00\u53d1\u8005\u6700\u7ec8\u53ea\u5173\u5fc3\u7ed3\u679c\u662f\u5426\u6b63\u786e\uff0c\u800c\u975e\u8fc7\u7a0b\u5e72\u51c0\u4e0e\u5426\u3002Conan\u5728\u653b\u7834\u521d\u671f\u795e\u79d8\u611f\u540e\uff0c\u9700\u8981\u8bc1\u660e\u81ea\u5df1\u662f\u65e5\u5e38\u5f00\u53d1\u4e2d\u4e0d\u53ef\u7ed5\u8fc7\u7684\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u800c\u975e\u53c8\u4e00\u4ee4\u4eba\u5206\u5fc3\u7684\u201c\u95ea\u5149\u706f\u201d\u3002\u5b9a\u4ef7\u6a21\u5f0f\uff08\u514d\u8d39+\u4e00\u6b21\u6027$29\uff09\u806a\u660e\u4e14\u514b\u5236\uff0c\u4f461.x\u7684\u7ec8\u8eab\u66f4\u65b0\u627f\u8bfa\u5728\u751f\u6001\u5feb\u901f\u8fed\u4ee3\u4e0b\u80fd\u5426\u5151\u73b0\uff0c\u503c\u5f97\u89c2\u671b\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\">Conan<\/span>\n <\/div>\n<div class=\"comment-content\">Conan is a native macOS app that wraps Claude Code in a live HUD \u2014 every prompt, tool call, skill, and token, surfaced as it happens.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b I’m Randy.<\/p>\n<p>I use Claude Code all day, and I kept losing track of what it was actually doing. It’d go heads-down for two minutes firing tools and burning context, and the terminal showed me everything except what I cared about. Which tools did it just run? How full is the context window?<\/p>\n<p>I ended up with a usage CLI in one tab, a cost tool in another, and a statusline I had to squint at. I didn’t want three side-tools. I wanted one surface to glance at. A cockpit.<\/p>\n<p>So I built Conan, a native macOS app that sits beside Claude Code and turns its live session into a HUD:<\/p>\n<p>– a streaming timeline of every prompt, tool call, and skill as it fires<br \/>– a context-window gauge you watch fill<br \/>– a usage and cost pulse<\/p>\n<p>It reads Claude Code’s local data. No telemetry, nothing about your code or prompts ever leaves the machine.<\/p>\n<p>It’s free to use. A one-time $29 unlocks Premium, no subscription, lifetime 1.x updates. macOS-first today; Windows and Linux folks can grab the waitlist.<\/p>\n<p>I’d love your honest feedback, especially from people who live in Claude Code. What would make this a daily driver for you?<\/p>\n<p>Try it \u2192 <a href=\"https:\/\/www.conan.sh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.conan.sh<\/a><\/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>The local-only angle is important here; for a Claude Code HUD, I\u2019d care less about another dashboard and more about making pauses, tool failures, and context pressure obvious at a glance.<\/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\/@jimmy_lee12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimmy_lee12<\/a> Yep, nailed the priorities. Context pressure’s the headline number (with a handoff button right there when it spikes), and failures\/pauses pop in the timeline instead of hiding in scrollback. Curious if there’s a failure mode you’d want louder than the rest?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 href=\"https:\/\/www.producthunt.com\/@randydigital\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"randydigital\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@randydigital<\/a> I understand the problem, but I keep wondering how many developers actually care about the mechanics versus the result.<\/p>\n<p>If Claude spends 20 tool calls and 50k tokens but still produces the correct outcome, does the average developer want to inspect the journey? Or is this aimed more at engineering managers and power users who need visibility into cost and behavior?<\/p>\n<p>Feels like there are potentially two very different customers hiding behind the same product.<\/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\/@josh_bennett1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josh_bennett1<\/a> Totally fair worry. Where it really earns its keep is build\/loop runs, you can actually see the tasks the agent is working through instead of squinting at scrollback wondering what step it’s on.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 href=\"https:\/\/www.producthunt.com\/@randydigital\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"randydigital\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@randydigital<\/a> Interesting idea. One thing I\u2019ve noticed with Claude Code is that the more information you expose, the more cognitive load you can accidentally create. At what point does the HUD become another dashboard people monitor instead of something that helps them stay focused?<\/p>\n<\/p>\n<p>I\u2019m also curious whether users actually change their behavior after seeing token usage, tool calls, and context consumption in real time, or if it\u2019s mostly reassurance that the agent is doing what they expect. Have you seen any surprising patterns there?<\/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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a> Yeah, two real ones for me. The 60% rule, once context passes ~60% I compact\/handoff instead of gambling, purely because I can see it climbing live. And confirming my skills actually fire without invocation, the timeline shows fired + considered, so I know whether the one I expected actually kicked in. Both changed how I work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 live in the Claude Code terminal all day and honestly the bare CLI experience is fine until you’re juggling more than one session \u2014 then it’s just tabs everywhere and losing track of what’s running where. A proper native Mac UI for this seems overdue. Does it let you switch between multiple active sessions easily, or is it more of a single-session viewer?<\/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\/@josedamian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josedamian<\/a> Multi-session, not just a viewer. Each session opens in its own tab, and each tab holds onto its working directory, so you always know which project is running where.<\/p>\n<p>The “tabs everywhere, losing track” pain is basically the whole reason it exists. Give it a try under your real workload and tell me if it holds up.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>the interesting fork for a claude code cockpit is where you tap state \u2014 parsing the .claude jsonl logs vs wrapping the process for live events. the log route is robust but always a step behind.<\/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\/@qifengzheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@qifengzheng<\/a> We went hooks-first instead of log-tailing. Claude Code’s hook system pushes events to a local gateway live, so we dodge the “step behind” problem. Logs are still useful for history backfill, and we scrape the live TUI frame for the stuff that’s neither logged nor hooked (\/context, \/usage token counts).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Cool tool, the most pain point for me is skill usage, I don’t know which skill claude code actual choose in conversation unless I specify to model.<\/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\/@sleekzheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sleekzheng<\/a> this is actually one of the main things Conan tries to solve. the Timeline shows which skill fired on each turn, and since Claude Code doesn’t expose its own skill scoring, there’s a heuristic that also surfaces which skills were considered, not just the one that won. so you get to see the choice happening instead of guessing. curious if that’s the kind of visibility you were after.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on putting this together.<\/p>\n<p>The problem is real IMO, especially when managing multiple concurrent agents. But to extend your analogy: if a cockpit has too many flashing lights and live streams, the pilot still gets overwhelmed.<\/p>\n<p>For me, the ultimate HUD wouldn’t just stream the raw data\u2014it would <strong>summarize it<\/strong>. I\u2019d love a feature inspired by how Gemini handles meetings: if I’m deeply focused on another task for 5 minutes and glance back, give me a quick “catch up” summary of what the agent actually achieved over those 5 minutes.<\/p>\n<p>Distilling the chaos into a quick TL;DR status report. <\/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\/@rightsum\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rightsum<\/a> Totally fair, the flashing-lights problem is real. right now Conan leans toward the raw stream (every prompt, tool call, skill, token as it happens) but you’re right that past a certain pace you want the distilled version, not the firehose. a “what did the agent actually do in the last 5 min” catch-up summary is a great idea, especially with multiple agents running. putting it on the list. appreciate the thoughtful take.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>As someone who lives in Claude Code and Cursor daily, a native Mac cockpit is exactly what I’ve been missing \u2014 losing track of context across terminal tabs is the real pain. Does it handle multiple parallel Claude Code sessions\/worktrees in one view? 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>The context-window gauge is the feature I didn’t know I needed. I run long Claude Code sessions and the moment it starts compacting is exactly when things get fuzzy – having that fill level in sight beats finding out the hard way. The three-side-tools-into-one-cockpit framing is the right call too; I was squinting at a statusline for the same info. And keeping it all local (reads Claude Code’s own data, nothing leaves the machine) is the detail that makes it actually usable for client work. How live is the timeline – true streaming as tools fire, or polled?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@david_marko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_marko<\/a> Appreciate this \u2014 you nailed the three things we obsessed over: the gauge, collapsing the scattered statuslines into one cockpit, and keeping everything on your machine.<\/p>\n<\/p>\n<p>On the timeline: it’s true streaming, not polled. Claude Code itself tells Conan the moment something happens such as a tool firing, a prompt goes out, or a skill runs, and that row shows up instantly. There’s no refresh loop sitting there checking every few seconds; the event pushes straight through. So what you’re watching is exactly as live as the session itself.<\/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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WJYHGPH6R7XFWF\" class=\"app-title\">Allergo<\/a><\/p>\n<div class=\"one-liner\">Translate your allergies, anywhere.<\/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>Allergo\u5e2e\u52a9\u7528\u6237\u5728\u65c5\u884c\u4e2d\u901a\u8fc7\u751f\u621075+\u8bed\u8a00\/\u5730\u533a\u7684\u8fc7\u654f\u4fe1\u606f\u5361\u7247\u5e76\u5b58\u5165Apple Wallet\uff0c\u89e3\u51b3\u56e0\u8bed\u8a00\u4e0d\u901a\u5bfc\u81f4\u7684\u8fc7\u654f\u539f\u6c9f\u901a\u969c\u788d\u4e0e\u996e\u98df\u5b89\u5168\u98ce\u9669\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/480c6c17-9eb6-477b-9b54-bb5de27edab9.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\/9d16a371-ba03-4b67-9805-52e916cf4127.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\/4294fb5e-7c21-4fc6-b26c-7337bef15763.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\/c2399518-b490-4131-b802-41cbfaa669e9.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\/847d143d-94d2-4f5a-bfbc-ed9a85f87e90.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\/dfc3ac74-4ed4-4a33-a8ee-96c78bc10a76.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\/eba57706-4933-4f51-91b1-7fdec530dbb0.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Travel<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8fc7\u654f\u7ffb\u8bd1\u5361<\/span><br \/>\n <span class=\"tag\">\u65c5\u884c\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">Apple Wallet\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u6c9f\u901a<\/span><br \/>\n <span class=\"tag\">\u996e\u98df\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u65e0\u969c\u788d\u51fa\u884c<\/span><br \/>\n <span class=\"tag\">\u7d27\u6025\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">\u533b\u7597\u8f85\u52a9APP<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5316\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\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\u80af\u5b9a\u4e86\u4ea7\u54c1\u7684\u5b9e\u7528\u6027\uff0c\u5c24\u5176\u9488\u5bf9\u513f\u7ae5\u6216\u4f34\u4fa3\u6709\u8fc7\u654f\u75c7\u72b6\u7684\u5bb6\u5ead\u3002\u4e3b\u8981\u5efa\u8bae\uff1a1. \u9700\u533a\u5206\u673a\u5668\u7ffb\u8bd1\u4e0e\u6bcd\u8bed\u9a8c\u8bc1\u6807\u8bc6\uff08\u5df2\u89c4\u5212\u66f4\u65b0\uff09\uff1b2. \u90e8\u5206\u7528\u6237\u8d28\u7591\u662f\u5426\u9700\u8981\u72ec\u7acbApp\uff0c\u5e0c\u671b\u63d0\u4f9b\u7269\u7406\u5361\u7247\u9009\u9879\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 Allergo\u5207\u5165\u7684\u662f\u4e00\u4e2a\u771f\u5b9e\u4f46\u88ab\u4e25\u91cd\u4f4e\u4f30\u7684\u7ec6\u5206\u75db\u70b9\u2014\u2014\u8bed\u8a00\u5dee\u5f02\u5bfc\u81f4\u7684\u8fc7\u654f\u4fe1\u606f\u8bef\u8bfb\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e0d\u5728\u4e8e\u7ffb\u8bd1\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u8bed\u4e49\u6a21\u7cca\u201d\u8f6c\u5316\u4e3a\u201c\u60c5\u5883\u786e\u5b9a\u201d\uff1a\u901a\u8fc7\u672c\u5730\u5316\u63aa\u8f9e\uff08\u5982\u201c\u82b1\u751f\u201d\u5728\u4e0d\u540c\u897f\u8bed\u56fd\u5bb6\u7684\u4e0d\u540c\u8bf4\u6cd5\uff09\u548cApple Wallet\u7684\u514dApp\u6253\u5f00\u8bbe\u8ba1\uff0c\u964d\u4f4e\u4e86\u6c9f\u901a\u6469\u64e6\u4e0e\u51b3\u7b56\u7126\u8651\u3002\u4f46\u5f53\u524d\u4ea7\u54c1\u5b58\u5728\u660e\u663e\u9690\u60a3\uff1a\u4e13\u4e1a\u7ffb\u8bd1\u4e0e\u6bcd\u8bed\u9a8c\u8bc1\u5c1a\u672a\u8986\u76d6\u6240\u670973\u79cd\u8bed\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u7d27\u6025\u573a\u666f\u4e0b\u7528\u6237\u53ef\u80fd\u4ecd\u5728\u7528\u201c\u4e0d\u53ef\u9760\u7684\u673a\u5668\u7ffb\u8bd1\u201d\u4e0e\u670d\u52a1\u5458\u5bf9\u5cd9\uff0c\u8fd9\u8fdd\u80cc\u4e86\u4ea7\u54c1\u5ba3\u79f0\u7684\u201c\u6e05\u6670\u6c9f\u901a\u201d\u521d\u8877\u3002\u6b64\u5916\uff0c\u72ec\u7acbApp\u7684\u5f62\u6001\u5728\u4f4e\u9891\u4f7f\u7528\u573a\u666f\u4e2d\u663e\u5f97\u5197\u4f59\uff0c\u82e5\u80fd\u8fdb\u4e00\u6b65\u5d4c\u5165\u7cfb\u7edf\u7ea7\u5feb\u6377\u6307\u4ee4\uff08\u5982Siri\u6377\u5f84\uff09\u6216\u4e0e\u673a\u7968\/\u9152\u5e97\u9884\u8ba2\u5e73\u53f0\u8054\u52a8\uff0c\u624d\u53ef\u80fd\u771f\u6b63\u5f62\u6210\u62a4\u57ce\u6cb3\u3002\u4ece\u5546\u4e1a\u5316\u89d2\u5ea6\u770b\uff0c\u8f7b\u91cf\u7ea7\u5de5\u5177\u5f88\u96be\u652f\u6491\u72ec\u7acb\u4ed8\u8d39\u8ba2\u9605\uff0c\u82e5\u672a\u6765\u80fd\u5411\u4fdd\u9669\u516c\u53f8\u3001\u65c5\u884c\u793e\u6216\u8fc7\u654f\u533b\u7597\u793e\u7fa4\uff08\u5982\u98df\u7269\u8fc7\u654f\u60a3\u8005\u534f\u4f1a\uff09\u63d0\u4f9b\u5b9a\u5236\u5316B\u7aef\u7248\u672c\uff0c\u6216\u8bb8\u6bd4\u5355\u7eaf\u8ffd\u6c42C\u7aef\u4e0b\u8f7d\u91cf\u66f4\u6709\u5546\u4e1a\u5b9e\u8d28\u3002\u603b\u4f53\u800c\u8a00\uff0cAllergo\u7684\u201c\u95ee\u9898\u53d1\u73b0\u201d\u6781\u5176\u7cbe\u51c6\uff0c\u4f46\u201c\u89e3\u51b3\u65b9\u6848\u201d\u8ddd\u79bb\u201c\u8db3\u591f\u53ef\u9760\u201d\u8fd8\u6709\u4e00\u5230\u4e24\u4e2a\u7248\u672c\u7684\u8ddd\u79bb\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\">Allergo<\/span>\n <\/div>\n<div class=\"comment-content\">Allergo helps you create allergy translation cards for 75+ languages\/countries. Add cards to Apple Wallet for quick access anywhere. Features also include conversation helpers and emergency SOS translations, automatically translated to the users location. Designed for real-world use, with localisation across countries. Professional translations, and more native speaker verifications, are coming soon via over-the-air updates. Built for anyone travelling with allergies or dietary restrictions.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone \ud83d\udc4b<\/p>\n<p>I built Allergo after years of struggling to explain my food allergies while travelling – especially in places where even small translation differences can completely change the meaning.<\/p>\n<p>One moment that really stuck with me was realising that the word for \u201cpeanut\u201d isn\u2019t consistent across Spanish-speaking countries. That\u2019s when I started thinking there should be something more reliable than Google Translate or standard allergy cards.<\/p>\n<p>Allergo focuses on:<br \/>\n\u2022 Clear allergy communication (not generic translation)<br \/>\n\u2022 Localised wording depending on country (work in progress)<br \/>\n\u2022 Simple cards you can show in restaurants, available in-app and in Apple Wallet<\/p>\n<p>It\u2019s still early, so I\u2019d genuinely love feedback – especially from anyone who travels with allergies or manages them for family members.<\/p>\n<p>Happy to answer any questions, and really appreciate any support \ud83d\ude4f<\/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\/@benpoarch\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@benpoarch<\/a> very thoughtful product, good luck for 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\/@benpoarch\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@benpoarch<\/a> Congrats on the launch! Very interesting and useful product. I have a sister with a severe peanut allergy, so I’ve seen what a struggle dining out can be. And when you add language as a barrier, the frustration (and risk) becomes real. <\/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\">@benpoarch i love when solutions come from a real problems and more when you are living the problem!! congrats i love 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This is a really cool app! My wife and I both have allergies and struggle to find places to eat comfortably.<\/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>Putting it in Apple Wallet looks the right call, nobody’s opening an app while the waiter stands there. Do the cards show which translations are machine-done vs native-verified yet?<\/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\/@artstavenka1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artstavenka1<\/a> hi! I\u2019m working on releasing an update in the next week or so including professional translations for Spanish and Portuguese (localised to the majority of Latin American countries as well as Spain\/Portugal) and have natively verified Chinese, Italian, German and more! These will show as badges in the language dropdown list when you create a new card.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Good job! I like the idea, specially given this can be a disaster when you’re travelling with a kid. <br \/>Although I’m not sure if I want a seperate mobile application on my phone specifically for this. <\/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\/@rightsum\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rightsum<\/a> Hi! Would you prefer a physical card? There are of course benefits of both, an app allows <\/p>\n<p> wallet pass access, quick card creation and more <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ETIUC5Z6WKYK2T\" class=\"app-title\">Reverie.fm<\/a><\/p>\n<div class=\"one-liner\">A fully private & offline location based music journal app<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Reverie.fm \u5c06\u97f3\u4e50\u4e0e\u5730\u7406\u4f4d\u7f6e\u7ed1\u5b9a\uff0c\u8ba9\u7528\u6237\u5728\u4e00\u5f20\u5b8c\u5168\u79c1\u5bc6\u3001\u79bb\u7ebf\u53ef\u7528\u7684\u5730\u56fe\u4e0a\u8bb0\u5f55\u6bcf\u4e2a\u5730\u70b9\u66fe\u542c\u8fc7\u7684\u6b4c\u66f2\u4e0e\u5fc3\u5883\uff0c\u6253\u9020\u4e2a\u4eba\u5316\u7684\u97f3\u4e50\u8bb0\u5fc6\u65e5\u8bb0\uff0c\u89e3\u51b3\u201c\u542c\u5230\u67d0\u9996\u6b4c\u5374\u60f3\u4e0d\u8d77\u5728\u54ea\u91cc\u201d\u7684\u6000\u65e7\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22cda552-6574-490e-a354-32af9c9e8052.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\/6ccefe70-b62e-4a25-b7a5-388a4c9ba06a.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\/1d856b96-8aad-4eaf-9bdf-6563d09c5ed1.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\/e9c9bd09-f7c9-4b70-bc40-f5dd68ea5e91.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\">Music<\/span><br \/>\n <span class=\"tag\">Maps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u97f3\u4e50\u65e5\u8bb0<\/span><br \/>\n <span class=\"tag\">\u4f4d\u7f6e\u7ed1\u5b9a<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">Apple Music<\/span><br \/>\n <span class=\"tag\">\u60c5\u611f\u8bb0\u5fc6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5730\u56fe<\/span><br \/>\n <span class=\"tag\">\u97f3\u4e50\u6807\u7b7e<\/span><br \/>\n <span class=\"tag\">\u8bb0\u5fc6\u6536\u85cf<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u79c1\u5bc6\u3001\u79bb\u7ebf\u3001\u4e2a\u4eba\u5316\u8bb0\u5fc6\u65e5\u8bb0\u7684\u7406\u5ff5\uff0c\u8ba4\u4e3a\u6bd4\u666e\u901a\u97f3\u4e50\u5e94\u7528\u66f4\u6709\u610f\u4e49\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u4ec5\u652f\u6301 Apple Music \u7684\u9650\u5236\uff0c\u591a\u4f4d\u7528\u6237\u671f\u5f85\u540e\u7eed\u80fd\u63a5\u5165 Spotify \u4ee5\u6269\u5927\u4f7f\u7528\u7fa4\u4f53\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 Reverie.fm \u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u523b\u610f\u9009\u62e9\u4e86\u201c\u5c0f\u800c\u7f8e\u201d\u7684\u8fb9\u754c\u3002\u5728\u6d41\u5a92\u4f53\u5e73\u53f0\u4e89\u62a2\u793e\u4ea4\u5173\u7cfb\u94fe\u548c\u516c\u5171\u6b4c\u5355\u7684\u5f53\u4e0b\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u5c06\u97f3\u4e50\u4ece\u5206\u4eab\u7684\u8d27\u5e01\u53d8\u56de\u79c1\u6709\u7684\u8bb0\u5fc6\u8f7d\u4f53\u3002\u4ea7\u54c1\u5185\u6838\u5e76\u975e\u4e00\u4e2a\u201c\u66f4\u597d\u7684\u64ad\u653e\u5668\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u5730\u7406\u5316\u7684\u65f6\u95f4\u80f6\u56ca\u201d\u3002\u5176\u79bb\u7ebf\u4f18\u5148\u548c\u5168\u672c\u5730\u5b58\u50a8\u7684\u7279\u6027\uff0c\u7cbe\u51c6\u51fb\u4e2d\u4e86\u6570\u5b57\u65f6\u4ee3\u201c\u6570\u636e\u6240\u6709\u6743\u201d\u7684\u7126\u8651\uff0c\u8ba9\u7528\u6237\u4e0d\u5fc5\u62c5\u5fc3\u6b4c\u5355\u65e5\u8bb0\u56e0\u67d0\u5929\u5e73\u53f0\u505c\u6b62\u670d\u52a1\u800c\u6d88\u5931\u3002\u7136\u800c\uff0cApple Music Only \u7684\u9650\u5236\u662f\u4e00\u628a\u53cc\u5203\u5251\uff1a\u5b83\u8ba9\u5f00\u53d1\u8005\u5728\u65e9\u671f\u5f97\u4ee5\u805a\u7126\u6253\u78e8\u4f53\u9a8c\uff0c\u4f46\u4e5f\u5c06\u6838\u5fc3\u53d7\u4f17\u7684\u89c4\u6a21\u9501\u6b7b\u5728\u4e86\u82f9\u679c\u751f\u6001\u7684\u91cd\u5ea6\u7528\u6237\u5185\uff0c\u800c\u8fd9\u7c7b\u7528\u6237\u5f80\u5f80\u4e0d\u7f3a\u66f4\u597d\u7684\u97f3\u4e50 App\u3002\u66f4\u6df1\u5c42\u7684\u95ee\u9898\u662f\uff0c\u8fd9\u6b3e\u4ea7\u54c1\u672c\u8d28\u4e0a\u662f\u5728\u5bf9\u6297\u6d41\u5a92\u4f53\u7684\u201c\u4e91\u5316\u201d\u548c\u201c\u7b97\u6cd5\u63a8\u8350\u201d\u2014\u2014\u5b83\u4f9d\u8d56\u7528\u6237\u4e3b\u52a8\u521b\u4f5c\u8bb0\u5fc6\uff0c\u7f3a\u4e4f Spotify \u7684\u201c\u5e74\u5ea6\u603b\u7ed3\u201d\u90a3\u79cd\u4f4e\u6210\u672c\u9ad8\u56de\u62a5\u7684\u793e\u4ea4\u6fc0\u52b1\u3002\u5982\u679c\u65e0\u6cd5\u627e\u5230\u4e00\u79cd\u673a\u5236\u8ba9\u201c\u8bb0\u5f55\u201d\u53d8\u5f97\u50cf\u201c\u64ad\u653e\u201d\u4e00\u6837\u81ea\u7136\uff08\u4f8b\u5982\u81ea\u52a8\u8bc6\u522b\u8033\u673a\u4f4d\u7f6e\u7684\u542c\u6b4c\u8bb0\u5f55\uff09\uff0c\u5b83\u5f88\u53ef\u80fd\u6210\u4e3a\u4e00\u5ea7\u7cbe\u81f4\u7684\u3001\u4f46\u7528\u6237\u6d3b\u8dc3\u5ea6\u4e0d\u9ad8\u7684\u6570\u5b57\u535a\u7269\u9986\u3002\u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u7684\u591a\u5be1\uff0c\u800c\u5728\u4e8e\u5b83\u5e2e\u7528\u6237\u56de\u7b54\u4e86\u201c\u6211\u7684\u4eba\u751f\u97f3\u4e50\u5730\u56fe\u662f\u4ec0\u4e48\u6837\u7684\u201d\u8fd9\u4e2a\u611f\u6027\u547d\u9898\u2014\u2014\u524d\u63d0\u662f\u7528\u6237\u613f\u610f\u81ea\u5df1\u52a8\u624b\u753b\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\">Reverie.fm<\/span>\n <\/div>\n<div class=\"comment-content\">Reverie FM maps your life’s soundtrack. I built it because I wanted to remember not just where I was, but what I was listening to. It lets you pin songs to specific places on a map, attaching moods and memories to those spots. It’s completely private, local, and built for Apple Music. It’s a personal atlas of the songs that I was and the locations that remind me of them.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The Apple Music-only limitation is a real constraint but I get why, keeping it focused probably helped ship this. Spotify support would be huge though. The idea of tying songs to places and moods instead of just playlists is something I didn’t know I needed. Good luck with 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love how quiet and personal this is. Private, offline-first, songs pinned to places and moods, it feels much closer to a memory journal than another music app, and that’s exactly the good part. I’m building in the private-memories space myself, so the “personal atlas of the songs you were” framing really lands for me.<\/p>\n<\/p>\n<p>One honest wish: Apple Music only is a tough gate. I’m not on it, so I can’t actually try it, and I suspect a lot of people are in the same spot. Spotify support down the line would open this up to the audience the idea deserves. Rooting for it \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@keirodev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@keirodev<\/a> Hey! You should be able to still connect Apple music without a subscription and the app will still work! You just won’t be able to create a playlist<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 like the quiet, offline-first approach here. A music diary should feel personal instead of social by default, and tying songs to places and moods makes the listening history much more meaningful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 how personal this idea is. Music is often tied to places and moments, so being able to pin songs to a private map makes it feel more like a memory journal than just another music app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/EL6DFVOIIE4N2C\" class=\"app-title\">Pool<\/a><\/p>\n<div class=\"one-liner\">Save anything with a screenshot. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">73<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pool \u662f\u4e00\u6b3e\u5c06\u622a\u56fe\u81ea\u52a8\u8bc6\u522b\u5e76\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u5185\u5bb9\u7684\u6548\u7387\u5de5\u5177\uff0c\u89e3\u51b3\u7528\u6237\u5728\u76f8\u518c\u4e2d\u622a\u56fe\u201c\u62cd\u5b8c\u5373\u5fd8\u201d\u3001\u96be\u4ee5\u68c0\u7d22\u548c\u884c\u52a8\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/74e586e0-9a1e-4456-97e0-6cd01b15741e.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\/3fb042a0-92f9-4f70-98b4-4a5be447ee82.webp?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\/b8811f32-3d2c-490b-bda3-83b3ebcbbb02.webp?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\/e9108511-66d7-447f-b1ec-bcf7d55a991f.webp?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\/34899781-edc5-4255-b696-03ff560b74cd.webp?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\/37c61dde-19d3-442a-af6b-ee9b193f68e1.webp?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\/ac521eac-0639-4bfb-a5ec-11894a0943d8.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Photography<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">AI\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5206\u7c7b<\/span><br \/>\n <span class=\"tag\">\u94fe\u63a5\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u6536\u85cf<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5206\u4eab<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6c89\u6dc0<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\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\u79f0\u8d5ePool\u80fd\u81ea\u52a8\u63d0\u53d6\u622a\u56fe\u4e2d\u7684\u5173\u952e\u4fe1\u606f\uff08\u5982\u7f51\u9875\u94fe\u63a5\u3001\u5e94\u7528\u5165\u53e3\uff09\uff0c\u5e76\u63d0\u4f9b\u201c\u6ce8\u518c\u201d\u3001\u201c\u6dfb\u52a0\u65e5\u5386\u201d\u7b49\u76f4\u63a5\u884c\u52a8\u6309\u94ae\uff0c\u6709\u6548\u89e3\u51b3\u4e86\u622a\u56fe\u4fe1\u606f\u201c\u77f3\u6c89\u5927\u6d77\u201d\u7684\u95ee\u9898\uff0c\u6fc0\u6d3b\u4e86\u88ab\u9057\u5fd8\u7684\u5185\u5bb9\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Pool\u7684\u5207\u5165\u70b9\u975e\u5e38\u7cbe\u51c6\u2014\u2014\u5b83\u6ca1\u6709\u53bb\u548c\u6210\u719f\u7684\u7b14\u8bb0\u6216\u4e91\u5b58\u50a8\u5e94\u7528\u6b63\u9762\u7ade\u4e89\uff0c\u800c\u662f\u7784\u51c6\u4e86\u667a\u80fd\u624b\u673a\u7528\u6237\u6700\u666e\u904d\u4f46\u6700\u88ab\u5ffd\u89c6\u7684\u201c\u622a\u56fe\u5806\u79ef\u201d\u75db\u70b9\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u5b58\u50a8\u201d\uff0c\u800c\u5728\u4e8e\u201c\u63d0\u53d6\u201d\u4e0e\u201c\u884c\u52a8\u201d\u3002\u901a\u8fc7AI\u81ea\u52a8\u89e3\u6790\u622a\u56fe\u5185\u5bb9\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u7684\u94fe\u63a5\u6216\u6761\u76ee\uff0cPool\u5b9e\u9645\u4e0a\u662f\u5728\u91cd\u5851\u7528\u6237\u7684\u201c\u6570\u5b57\u8bb0\u5fc6\u7cfb\u7edf\u201d\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u6210\u529f\u5c06\u9759\u6001\u7684\u50cf\u7d20\u5757\uff0c\u53d8\u6210\u4e86\u52a8\u6001\u7684\u201c\u4fe1\u606f\u8fde\u63a5\u70b9\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u4e5f\u9762\u4e34\u4e25\u5cfb\u6311\u6218\u3002\u9996\u5148\uff0cAI\u8bc6\u522b\u7684\u51c6\u786e\u7387\u4e0e\u5e7f\u5ea6\u662f\u547d\u95e8\uff0c\u4e00\u65e6\u9047\u5230\u975e\u6807\u51c6\u9875\u9762\u6216\u56fe\u7247\u7c7b\u622a\u56fe\uff0c\u4f53\u9a8c\u5c06\u6025\u5267\u4e0b\u964d\u3002\u5176\u6b21\uff0c\u7528\u6237\u5bf9\u201c\u6574\u7406\u201d\u672c\u8eab\u7684\u70ed\u60c5\u5f80\u5f80\u662f\u4e09\u5206\u949f\u70ed\u5ea6\uff0c\u5982\u4f55\u964d\u4f4e\u6574\u7406\u6210\u672c\u3001\u5229\u7528\u7b97\u6cd5\u5b9e\u73b0\u771f\u6b63\u7684\u201c\u514d\u7ef4\u62a4\u201d\u81ea\u52a8\u5316\uff0c\u800c\u975e\u4ec5\u4ec5\u63d0\u4f9b\u201c\u5206\u7c7b\u6c60\u201d\uff0c\u624d\u662f\u7559\u5b58\u5173\u952e\u3002\u6700\u540e\uff0c\u5206\u4eab\u529f\u80fd\u867d\u8f7b\u5de7\uff0c\u4f46\u82e5\u65e0\u6cd5\u6784\u5efa\u8d77\u7c7b\u4f3cLuma\u7684\u793e\u4ea4\u8d44\u4ea7\u6c89\u6dc0\u58c1\u5792\uff0c\u6781\u6613\u88abApple\u81ea\u5e26\u76f8\u518c\u7684OCR\u529f\u80fd\u6216\u7b2c\u4e09\u65b9\u5feb\u6377\u6307\u4ee4\u6240\u53d6\u4ee3\u3002Pool\u76ee\u524d\u66f4\u50cf\u4e00\u4e2a\u4f18\u79c0\u7684\u201c\u622a\u56fe\u7ba1\u5bb6\u201d\uff0c\u4f46\u4ec5\u6709\u7ba1\u5bb6\u4e0d\u591f\uff0c\u5b83\u9700\u8981\u8fdb\u5316\u6210\u80fd\u4e3b\u52a8\u5e2e\u4f60\u5173\u8054\u4fe1\u606f\u3001\u63d0\u9192\u884c\u52a8\u7684\u201c\u667a\u80fd\u526f\u9a7e\u201d\uff0c\u624d\u80fd\u907f\u514d\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u7f8e\u4e3d\u4f46\u6613\u88ab\u9057\u5fd8\u7684\u6587\u4ef6\u5939\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\">Pool<\/span>\n <\/div>\n<div class=\"comment-content\">Save anything with a screenshot! Pool is a new way to save and organize the things you capture. We take screenshots to remember – a recipe, a podcast, a product, a place. But they usually disappear in your camera roll. Pool turns your screenshots into structured content you can organize, revisit, and act on. With Pool, you can: – Organize screenshots into pools – Automatically categorize content and find the original links – Share pools with friends – Keep everything searchable<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I know my photos app is full of screenshots I’ll never look at again. They certainly contain information, but unless it is explicitly stated, I’ve likely forgotten the context or the relevance. <\/p>\n<p>When you look at screenshots through Pool, it pulls the relevant information out and allows you to act on it. Open a photo in Insta, view a profile on LinkedIn, etc. I took a screenshot of the Pool App’s App Store page and it automatically labeled it “Pool App Store page” and I could “View Pool on App Store” or “Copy App Name.” <\/p>\n<p>The most useful example I have so far? Screenshot of a webinar info page with Pool-generated option buttons to: “Register for Webinar,” “Add to Calendar,” “Open Website.”<\/p>\n<p>Give it a try!<\/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\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PFDDIY5D2NHQRY\" class=\"app-title\">Tinfoil Pigeons<\/a><\/p>\n<div class=\"one-liner\">See the aircraft flying over you on a retro radar scope<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">63<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u8f93\u5165\u4f60\u7684\u90ae\u653f\u7f16\u7801\uff0cTinfoil Pigeons \u4f1a\u4ee5\u590d\u53e4\u96f7\u8fbe\u793a\u6ce2\u5668\u7684\u5f62\u5f0f\u5b9e\u65f6\u663e\u793a\u5934\u9876\u98de\u8fc7\u7684\u98de\u673a\uff0c\u6ee1\u8db3\u7528\u6237\u5bf9\u822a\u73ed\u4fe1\u606f\u7684\u6d6a\u6f2b\u5316\u3001\u6c89\u6d78\u5f0f\u63a2\u7d22\u9700\u6c42\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/78e091df-9204-4aa1-a490-bda9cc1a5523.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\/d223ea6d-0a9b-4ccc-b9fd-56229a8ecafb.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\/395076d1-1a60-42fe-a927-c2b7701207e3.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\">Travel<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u822a\u73ed\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u590d\u53e4\u96f7\u8fbe<\/span><br \/>\n <span class=\"tag\">\u822a\u7a7a\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8da3\u5473\u63a2\u7d22<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u7f51\u7edc<\/span><br \/>\n <span class=\"tag\">ADS-B<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u4f4d\u7f6e<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u8bbe\u8ba1<\/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\u5e0c\u671b\u7528\u590d\u53e4\u96f7\u8fbe\u53d6\u4ee3\u201c\u65e0\u804a\u7684\u8c37\u6b4c\u5730\u56fe\u201d\uff0c\u5f3a\u8c03\u6d6a\u6f2b\u611f\u548c\u8da3\u5473\u6027\u3002\u7528\u6237\u70b9\u8d5e\u5176\u7f8e\u5b66\u4f53\u9a8c\u548cUX\u8bbe\u8ba1\uff0c\u79f0\u5176\u4e3a\u201c\u6781\u5ba2\u798f\u97f3\u201d\uff0c\u4f46\u6682\u65e0\u529f\u80fd\u6216\u95ee\u9898\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 Tinfoil Pigeons \u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u4e0d\u8bd5\u56fe\u505a\u53e6\u4e00\u4e2a\u66f4\u5feb\u7684\u8ffd\u8e2a\u5668\uff0c\u800c\u662f\u91cd\u65b0\u5b9a\u4e49\u4e86\u7528\u6237\u4e0e\u6570\u636e\u7684\u5173\u7cfb\u3002\u5f53 Flightradar24 \u7b49\u5de8\u5934\u628a\u822a\u73ed\u8ffd\u8e2a\u53d8\u6210\u6548\u7387\u548c\u5730\u56fe\u7cbe\u5ea6\u7684\u7ade\u8d5b\u65f6\uff0c\u5b83\u7528\u4e00\u4e2a\u590d\u53e4\u96f7\u8fbe\u7684\u201c\u9519\u8bef\u201d\u7f8e\u5b66\u2014\u2014\u626b\u63cf\u7ebf\u7684\u626b\u8fc7\u3001\u5149\u6655\u7684\u8870\u51cf\u2014\u2014\u5c06\u5b9e\u7528\u5de5\u5177\u53d8\u6210\u4e86\u4e00\u4e2a\u60c5\u611f\u5bb9\u5668\u3002\u8fd9\u79cd\u53cd\u6548\u7387\u7684\u8bbe\u8ba1\u6b63\u662f\u5176\u6838\u5fc3\u4ef7\u503c\uff1a\u5b83\u8ba9\u7528\u6237\u4ece\u201c\u67e5\u4fe1\u606f\u201d\u5207\u6362\u5230\u201c\u73a9\u96f7\u8fbe\u201d\u7684\u6c89\u6d78\u72b6\u6001\uff0c\u7528\u62df\u7269\u5316\u7684\u4eea\u5f0f\u611f\u521b\u9020\u4e86\u51fa\u4e4e\u610f\u6599\u7684\u60c5\u611f\u94a9\u5b50\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u8fd9\u6b3e\u4ea7\u54c1\u7684\u8106\u5f31\u6027\u540c\u6837\u660e\u663e\u3002\u4f5c\u4e3a\u4e00\u4e2a\u975e\u5546\u4e1a\u5316\u9879\u76ee\uff0c\u5176\u6570\u636e\u6e90\u5b8c\u5168\u4f9d\u8d56\u793e\u533aADS-B\u7f51\u7edc\uff0c\u4e00\u65e6\u7528\u6237\u89c4\u6a21\u6269\u5927\uff0c\u5b9e\u65f6\u4f4d\u7f6e\u7684\u51c6\u786e\u6027\u548c\u8986\u76d6\u5bc6\u5ea6\u5c06\u9762\u4e34\u6311\u6218\uff1b\u800c\u4ece\u957f\u8fdc\u770b\uff0c\u5982\u679c\u6ca1\u6709\u5f62\u6210\u56f4\u7ed5\u201c\u5947\u602a\u76ee\u51fb\u62a5\u544a\u201d\u7684\u8f7b\u793e\u4ea4\u6216UGC\u5206\u4eab\u673a\u5236\uff0c\u7528\u6237\u7684\u5355\u6b21\u597d\u5947\u5f88\u5bb9\u6613\u6ca6\u4e3a\u4e00\u6b21\u6027\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u201c\u8f93\u5165\u90ae\u7f16\u53f7\u67e5\u770b\u5934\u9876\u9644\u8fd1\u98de\u673a\u201d\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5f3a\u5730\u57df\u3001\u5f31\u9ad8\u9891\u7684\u573a\u666f\uff0c\u53ef\u80fd\u9700\u8981\u914d\u5408\u63a8\u9001\uff08\u5982\u5927\u578b\u98de\u673a\u7ecf\u8fc7\u6216\u7a81\u53d1\u822a\u73ed\u5f02\u5e38\uff09\u624d\u80fd\u63d0\u5347\u7559\u5b58\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6570\u636e\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u8bc1\u660e\u4e86\uff1a\u5728\u5de5\u5177\u578b\u5e94\u7528\u9ad8\u5ea6\u540c\u8d28\u5316\u7684\u4eca\u5929\uff0c\u89c6\u89c9\u53d9\u4e8b\u7684\u5dee\u5f02\u5316\u548c\u60c5\u7eea\u4ef7\u503c\uff0c\u8fdc\u6bd4\u591a\u4e00\u4e2a\u529f\u80fd\u6309\u94ae\u66f4\u6709\u6740\u4f24\u529b\u3002\u4f46\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u73a9\u610f\u201d\u8fdb\u5316\u4e3a\u201c\u6301\u7eed\u53ef\u7528\u7684\u5de5\u5177\u201d\uff0c\u53d6\u51b3\u4e8e\u5f00\u53d1\u8005\u662f\u5426\u613f\u610f\u5728\u6d41\u91cf\u589e\u957f\u540e\uff0c\u7ef4\u6301\u96f7\u8fbe\u7f8e\u5b66\u4e0e\u6570\u636e\u7a33\u5b9a\u4e4b\u95f4\u7684\u8106\u5f31\u5e73\u8861\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\">Tinfoil Pigeons<\/span>\n <\/div>\n<div class=\"comment-content\">What plane is flying over my house? Tinfoil Pigeons is a live radar scope: enter your postcode and see the flights overhead right now, then tap one to find out what it is.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt. I built this because every flight tracker is a Google map, and I wanted the romance of a real radar, the sweep, the phosphor glow, the blips fading between passes. Type your postcode and you are the dot in the middle. Tap anything overhead to find out what it is.<\/p>\n<p>It is a non commercial side project built on Astro and Cloudflare, with positions from the community ADS-B network. Would love your feedback, and your weirdest local sighting.<\/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>The retro radar aesthetic is a perfect fit for this. Way more fun than a boring list of flights.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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. As a pilot, history buff, and aviation geek, I totally nerd out on this kind of stuff. Very cool UX. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/K6NMBR7L2VP22L\" class=\"app-title\">Momentra<\/a><\/p>\n<div class=\"one-liner\">A cozy camera app for beautifully framed memories<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">59<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Momentra\u662f\u4e00\u6b3e\u4ee5\u201c\u827a\u672f\u76f8\u6846\u201d\u4e3a\u6838\u5fc3\u529f\u80fd\u7684\u6000\u65e7\u76f8\u673a\u5e94\u7528\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u8bb0\u5f55\u65e5\u5e38\u3001\u65c5\u884c\u6216\u624b\u8d26\u573a\u666f\u65f6\uff0c\u4e00\u952e\u5c06\u7167\u7247\u88c5\u70b9\u6210\u5177\u6709\u53d9\u4e8b\u611f\u7684\u7cbe\u7f8e\u8bb0\u5fc6\u5361\u7247\uff0c\u7701\u53bb\u590d\u6742\u4fee\u56fe\u6d41\u7a0b\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1fa28c70-092b-47a3-9806-02609a2fe6e5.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\/97007e0a-0d84-494e-8c0b-3009fb93cc16.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\/f80a20f6-4320-4367-bedb-29fb04d125bf.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\/f3942703-eaf1-46a7-8e3c-c3b855c66d68.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\/b66939dc-d9b5-41e6-863d-b76ec8ddc205.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\/00aca756-f7bb-44cb-ba45-a526398b6c80.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\">Photography<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u76f8\u673a\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u827a\u672f\u76f8\u6846<\/span><br \/>\n <span class=\"tag\">\u6000\u65e7\u7f8e\u5b66<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4fee\u56fe<\/span><br \/>\n <span class=\"tag\">\u65e5\u5e38\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u624b\u8d26\u7d20\u6750<\/span><br \/>\n <span class=\"tag\">\u65c5\u884c\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">Pinterest\u98ce\u683c<\/span><br \/>\n <span class=\"tag\">\u7167\u7247\u88c5\u9970<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u6a21\u677f<\/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\u8005Jafar\u4ecb\u7ecd\u4e86\u4ea7\u54c1\u521d\u8877\u662f\u201c\u8f7b\u8bb0\u5fc6\u8bb0\u5f55\u201d\uff0c\u800c\u975e\u590d\u6742\u4fee\u56fe\u3002\u7528\u6237\u672a\u76f4\u63a5\u7559\u8a00\uff0c\u4f46\u5f00\u53d1\u8005\u63d0\u51fa\u4e09\u4e2a\u53cd\u9988\u65b9\u5411\uff1a\u6700\u72ec\u7279\u7684\u6846\u67b6\u98ce\u683c\u3001\u5e0c\u671b\u65b0\u589e\u7684\u76f8\u6846\u5305\u3001\u4ee5\u53ca\u7528\u6237\u66f4\u503e\u5411\u7528\u4e8e\u62cd\u7167\u3001\u624b\u8d26\u8fd8\u662f\u793e\u4ea4\u5206\u4eab\u3002\u8fd9\u7c7b\u95ee\u9898\u6697\u793a\u4ea7\u54c1\u9700\u786e\u5b9a\u6838\u5fc3\u4f7f\u7528\u573a\u666f\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 Momentra\u7684\u5dee\u5f02\u5316\u5728\u4e8e\u201c\u4ee5\u6846\u4e3a\u5148\u201d\u2014\u2014\u5b83\u5c06\u201c\u88c5\u9970\u201d\u4ece\u540e\u671f\u6b65\u9aa4\u524d\u7f6e\u4e3a\u62cd\u6444\u6838\u5fc3\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u521b\u9020\u4e00\u79cd\u4eea\u5f0f\u611f\u3002\u8fd9\u79cd\u5b9a\u4f4d\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0eVSCO\u3001Lightroom\u7b49\u8001\u724c\u5de5\u5177\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u7784\u51c6\u4e86\u201cPinterest\u5f0f\u89c6\u89c9\u53d9\u4e8b\u201d\u8fd9\u4e00\u7ec6\u5206\u5708\u5c42\u3002\u7136\u800c\uff0c59\u7968\u548c\u96f6\u7528\u6237\u8bc4\u8bba\u610f\u5473\u7740\u5176\u66dd\u5149\u8fd8\u8fdc\u672a\u5230\u9a8c\u8bc1\u4ea7\u54c1\u5e02\u573a\u5951\u5408\u5ea6\u7684\u9636\u6bb5\u3002\u4ece\u5f00\u53d1\u8005\u63d0\u51fa\u7684\u4e09\u4e2a\u95ee\u9898\u6765\u770b\uff0c\u4ea7\u54c1\u9762\u4e34\u4e00\u4e2a\u5173\u952e\u56f0\u60d1\uff1a\u5b83\u5230\u5e95\u662f\u4e00\u4e2a\u201c\u76f8\u673a\u201d\u8fd8\u662f\u4e00\u4e2a\u201c\u76f8\u6846\u7f16\u8f91\u5668\u201d\uff1f\u5982\u679c\u5b9a\u4f4d\u76f8\u673a\uff0c\u5b9e\u65f6\u53d6\u666f\u4e0e\u6846\u5185\u6784\u56fe\u7684\u914d\u5408\u662f\u521a\u9700\uff1b\u5982\u679c\u5b9a\u4f4d\u7f16\u8f91\u5668\uff0c\u5219\u610f\u5473\u7740\u7528\u6237\u53ef\u80fd\u7528\u539f\u751f\u76f8\u673a\u62cd\u597d\u7167\u518d\u56de\u6765\u201c\u52a0\u6846\u201d\uff0c\u8fd9\u4f1a\u8ba9\u4f7f\u7528\u573a\u666f\u53d8\u5f97\u8106\u5f31\u800c\u4f4e\u9891\u3002\u66f4\u5177\u98ce\u9669\u7684\u662f\uff0c\u8fd9\u4e9b\u76f8\u6846\u98ce\u683c\u867d\u7f8e\uff0c\u5374\u9ad8\u5ea6\u4f9d\u8d56\u5ba1\u7f8e\u8fed\u4ee3\u2014\u2014\u7528\u6237\u5bf9\u201c\u590d\u53e4\u201d\u548c\u201c\u6f66\u8349\u201d\u98ce\u683c\u7684\u5fe0\u8bda\u5ea6\u975e\u5e38\u4e0d\u7a33\u5b9a\uff0c\u4e00\u65e6\u5ba1\u7f8e\u75b2\u52b3\uff0c\u4ea7\u54c1\u5c06\u8fc5\u901f\u6ca6\u4e3a\u201c\u7167\u7247\u8d34\u7eb8\u4ed3\u5e93\u201d\u3002Momentra\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u6846\u201d\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5c06\u8fd9\u79cd\u6846\u67b6\u903b\u8f91\u4e0e\u7279\u5b9a\u884c\u4e3a\uff08\u5982\u65c5\u884c\u6253\u5361\u3001\u624b\u8d26\u6392\u7248\u3001\u793e\u4ea4\u5a92\u4f53\u6c1b\u56f4\u56fe\uff09\u6df1\u5ea6\u7ed1\u5b9a\uff0c\u5f62\u6210\u4e0d\u53ef\u66ff\u4ee3\u7684\u201c\u8bb0\u5fc6\u5c01\u88c5\u201d\u4f53\u9a8c\u3002\u5426\u5219\uff0c\u5b83\u4e0d\u8fc7\u662f\u4e00\u4e2a\u6f02\u4eae\u7684\u201c\u6ee4\u955c\u8d34\u7eb8\u673a\u201d\uff0c\u5728\u8f7b\u91cf\u5de5\u5177\u66f4\u8fed\u5982\u8d70\u9a6c\u706f\u7684\u5f53\u4e0b\uff0c\u5f88\u96be\u7559\u4f4f\u7528\u6237\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\">Momentra<\/span>\n <\/div>\n<div class=\"comment-content\">Momentra is a cozy aesthetic camera app that turns everyday photos into beautifully framed memories. Choose from artistic frame styles like Postcard, Petal Bloom, Retro Wave, Lucky Bloom, Cozy Grid, Pixel Charm, and Soft Corner. Capture a new photo or style an existing one, preview your framed memory, save it to your device, and share it anywhere. Momentra is made for cozy creators, travelers, journal lovers, Pinterest users, caf\u00e9 photographers, scrapbook makers.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m Jafar, the maker of Momentra.<\/p>\n<p>I built Momentra because I wanted a camera app that felt less like a heavy editing tool and more like a small memory-keeping experience.<\/p>\n<p>Most camera and photo apps focus on filters, effects, or complex editing. Momentra is different: it starts with the frame.<\/p>\n<p>The idea is simple:<\/p>\n<p>Pick a cozy frame \u2192 capture or choose a photo \u2192 save a beautifully framed memory.<\/p>\n<p>Momentra includes artistic frame styles like:<\/p>\n<p>\ud83c\udf37 Petal Bloom<br \/>\n\ud83d\udc8c Postcard<br \/>\n\u3030\ufe0f Retro Wave<br \/>\n\ud83c\udf40 Lucky Bloom<br \/>\n\u25a6 Cozy Grid<br \/>\n\u25a3 Pixel Charm<br \/>\n\u25ef Soft Corner<\/p>\n<p>It\u2019s designed for people who love cozy photos, journaling, travel memories, caf\u00e9 moments, Pinterest-style visuals, and soft nostalgic aesthetics.<\/p>\n<p>What I\u2019d love feedback on:<\/p>\n<p>1. Which frame feels the most unique?<br \/>\n2. What kind of frame pack should I add next?<br \/>\n3. Would you use this more for camera capture, journaling, or social sharing?<\/p>\n<p>Thanks for checking out Momentra. Your memories, beautifully framed \ud83e\udd0e<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<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\/DD7UDEU5DJ5OOB\" class=\"app-title\">LabelLens<\/a><\/p>\n<div class=\"one-liner\">See Beyond the Label<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">29<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LabelLens \u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u98df\u54c1\u6807\u7b7e\u626b\u63cf\u5206\u6790\u5de5\u5177\uff0c\u5e2e\u52a9\u6d88\u8d39\u8005\u5728\u8d2d\u4e70\u524d\u5feb\u901f\u89e3\u8bfb\u6210\u5206\u8868\u3001\u6dfb\u52a0\u5242\u548c\u8425\u517b\u4fe1\u606f\uff0c\u5e76\u751f\u6210\u6613\u61c2\u7684\u5065\u5eb7\u8bc4\u5206\uff0c\u89e3\u51b3\u770b\u4e0d\u61c2\u590d\u6742\u6807\u7b7e\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fbfa0f52-d784-4203-a2f1-cec7b0a71c54.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\/8a2b3712-40f4-4baa-8b74-7315ed09b805.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\/da1c3d55-e070-4e30-9ceb-d9633c578041.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Nutrition<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u98df\u54c1\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u6210\u5206\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u8bc4\u5206<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u6dfb\u52a0\u5242\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u8425\u517b\u89e3\u8bfb<\/span><br \/>\n <span class=\"tag\">\u996e\u98df\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u89e3\u8bfb<\/span><br \/>\n <span class=\"tag\">\u8840\u7cd6\u53cb\u597d<\/span><br \/>\n <span class=\"tag\">\u8fc7\u654f\u539f\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u8d2d\u7269\u52a9\u624b<\/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\u4e3a\u4ea7\u54c1\u5b9e\u7528\uff0c\u5c24\u5176\u5bf9\u8282\u98df\u4eba\u7fa4\u6709\u4ef7\u503c\u3002\u4e3b\u8981\u5efa\u8bae\u662f\u589e\u52a0\u8fc7\u654f\u539f\u76f8\u5173\u4fe1\u606f\uff0c\u5982\u201c\u53ef\u80fd\u542b\u6709\u201d\u7684\u4ea4\u53c9\u6c61\u67d3\u63d0\u793a\uff0c\u5e76\u5e0c\u671b\u900f\u660e\u5ea6\u66f4\u9ad8\uff0c\u8ba9\u7528\u6237\u4e86\u89e3\u8bc4\u5206\u80cc\u540e\u7684\u5177\u4f53\u5f71\u54cd\u56e0\u7d20\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 LabelLens\u5207\u5165\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u6b63\u5728\u6269\u5927\u7684\u75db\u70b9\uff1a\u6d88\u8d39\u8005\u5bf9\u98df\u54c1\u201c\u6e05\u6d01\u6807\u7b7e\u201d\u7684\u6e34\u671b\u4e0e\u5de5\u4e1a\u6210\u5206\u8868\u6666\u6da9\u96be\u61c2\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\u7528AI\u505a\u201c\u6210\u5206\u7ffb\u8bd1\u5b98\u201d\uff0c\u903b\u8f91\u4e0a\u8d70\u5f97\u901a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u4ea7\u54c1\u672c\u8eab\u770b\uff0c29\u7968\u7684\u51b7\u542f\u52a8\u6570\u636e\u4e0d\u7b97\u4eae\u773c\uff0c\u4f46\u8bc4\u8bba\u533a\u53cd\u9988\u8d28\u91cf\u5c1a\u53ef\uff0c\u7528\u6237\u5bf9\u201c\u5065\u5eb7\u8bc4\u5206\u201d\u548c\u201c\u6210\u5206\u660e\u7ec6\u201d\u7684\u8ba4\u53ef\u8bf4\u660e\u9700\u6c42\u5b58\u5728\u3002\u7136\u800c\uff0c\u5fc5\u987b\u6cfc\u4e00\u76c6\u51b7\u6c34\uff1a\u4ea7\u54c1\u76ee\u524d\u7684\u529f\u80fd\u6df1\u5ea6\u548c\u5dee\u5f02\u5316\u58c1\u5792\u4e25\u91cd\u4e0d\u8db3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b2c\u4e00\uff0c\u98df\u54c1\u6807\u7b7e\u89e3\u8bfb\u7684\u6838\u5fc3\u5728\u4e8e**\u4fe1\u4efb**\u3002\u5982\u679c\u8bc4\u5206\u6a21\u578b\u7684\u7b97\u6cd5\u3001\u6570\u636e\u6e90\uff08\u662f\u5426\u8986\u76d6\u4e2d\u56fd\u56fd\u6807\u3001FDA\u3001\u6b27\u76df\u6807\u51c6\uff1f\uff09\u3001\u4ee5\u53ca\u52a8\u6001\u6821\u51c6\u673a\u5236\u4e0d\u900f\u660e\uff0c\u7528\u6237\u6700\u7ec8\u53ea\u4f1a\u628a\u5b83\u5f53\u6210\u4e00\u4e2a\u201c\u73a9\u5177\u201d\u3002\u7b2c\u4e8c\uff0c\u573a\u666f\u5c40\u9650\u660e\u663e\u3002\u7528\u6237\u901a\u5e38\u5728\u7ebf\u4e0b\u8d85\u5e02\u8d2d\u7269\uff0c\u62cd\u4e00\u5f20\u6807\u7b7e\u540e\u9700\u8981\u5feb\u901f\u51b3\u7b56\uff0c\u5982\u679cApp\u5904\u7406\u901f\u5ea6\u4e0d\u591f\u5feb\u3001\u6216\u9700\u8981\u5f3a\u8054\u7f51\uff0c\u8f6c\u5316\u7387\u4f1a\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u3002\u7b2c\u4e09\uff0c\u56fd\u5185\u5df2\u6709AI\u8bc6\u56fe\u89e3\u8bfb\u6210\u5206\u8868\u7684\u5de5\u5177\uff0c\u5355\u7eaf\u7684\u201c\u626b\u63cf+\u8bc4\u5206\u201d\u6781\u6613\u88ab\u590d\u5236\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u62d0\u70b9\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u5206\u6790\u8005\u201d\u5347\u7ea7\u4e3a\u201c\u51b3\u7b56\u8005\u201d\uff1f\u4f8b\u5982\uff1a\u7ed3\u5408\u4e2a\u4eba\u5065\u5eb7\u6570\u636e\uff08\u8840\u7cd6\u3001\u8fc7\u654f\u53f2\uff09\u751f\u6210\u4e2a\u6027\u5316\u8d2d\u7269\u6e05\u5355\uff1b\u6253\u901a\u7535\u5546API\uff0c\u4e00\u952e\u6bd4\u4ef7\u5e76\u63a8\u8350\u66ff\u4ee3\u54c1\uff1b\u751a\u81f3\u53cd\u5411\u4e3a\u98df\u54c1\u54c1\u724c\u63d0\u4f9b\u914d\u65b9\u4f18\u5316\u5efa\u8bae\u3002\u5982\u679c\u4e0d\u80fd\u4ece\u201c\u79d1\u666e\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u996e\u98df\u51b3\u7b56\u5f15\u64ce\u201d\uff0cLabelLens\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u4e00\u4e2a\u53eb\u597d\u4e0d\u53eb\u5ea7\u7684\u201c\u7535\u5b50\u767e\u79d1\u5168\u4e66\u201d\u3002\u5f00\u53d1\u8005\u82e5\u60f3\u7a81\u56f4\uff0c\u5efa\u8bae\u5148\u5728\u8fc7\u654f\u539f\u3001\u6162\u6027\u75c5\u996e\u98df\u7b49\u5782\u76f4\u9886\u57df\u505a\u6df1\u505a\u900f\uff0c\u5efa\u7acb\u4e13\u4e1a\u58c1\u5792\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\">LabelLens<\/span>\n <\/div>\n<div class=\"comment-content\">LabelLens analyzes packaged food labels using AI. Upload a product label and instantly get ingredient breakdowns, additive detection, nutrition insights, sweetener analysis, and an easy-to-understand health score. Instead of decoding confusing ingredient lists yourself, LabelLens helps you understand what you’re actually eating before you buy.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m Puneet, the maker of LabelLens.<\/p>\n<p>The idea started from a simple question: when we buy packaged food, do we actually understand what’s on the label?<\/p>\n<p>Most ingredient lists are filled with scientific names, additives, sweeteners, and nutrition data that’s difficult to interpret. Even when the information is technically available, understanding it takes time and knowledge that most consumers don’t have.<\/p>\n<p>That’s why I built LabelLens.<\/p>\n<p>Upload a food label, and LabelLens analyzes the ingredients, detects additives and sweeteners, evaluates nutrition information, and generates a simple health score with explanations you can actually understand.<\/p>\n<p>One thing I focused on while building was transparency. Instead of giving a score and expecting users to trust it, LabelLens shows what influenced the score and highlights ingredients that deserve attention.<\/p>\n<p>I’d love to hear your thoughts:<\/p>\n<p>\u2022 Would you use something like this before buying packaged food?<br \/>\n\u2022 What information do you usually look for on food labels?<br \/>\n\u2022 What features would make this more useful for you?<\/p>\n<p>Thanks for checking out LabelLens and for any feedback you share \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/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\/@raizen_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raizen_dev<\/a> Amazing product, all the best <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@raizen_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raizen_dev<\/a> sounds useful! Especially if you are dieting or something<\/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>The LabelLens product seems useful for many different types of people in lots of situations. However, <a href=\"https:\/\/www.producthunt.com\/@raizen_dev\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"raizen_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raizen_dev<\/a> , I noticed that your description makes no mention of allergies or related categories. For example, I think this would be especially helpful for people with certain types of sensitivities to know whether a product was made in a facility where un-listed ingredients were used that may have come into contact with the product.<\/p>\n<p>Transparency on food labeling is an important issue to tackle. Thanks for sharing your work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@underuncertainty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@underuncertain<\/a>Thanks for bringing that up. That’s actually a really good point.<\/p>\n<p>Right now LabelLens focuses on helping people understand ingredients, additives, sweeteners, and nutrition information more easily, but allergy-related insights are definitely something worth exploring. For many people, that’s even more important than the overall health score.<\/p>\n<p>I appreciate the suggestion and the thoughtful feedback. It’s given me something to think about for future updates.<\/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>Looks good, I would certainly try this, I like the scoring factor <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mark_okiki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mark_okiki<\/a> Thanks! Glad you liked the scoring factor. The goal was to make food labels easier to understand at a glance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/CWLHAR6734Z63I\" class=\"app-title\">Baroque <\/a><\/p>\n<div class=\"one-liner\">The canvas where AI designs your whole product<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">22<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Baroque \u662f\u4e00\u6b3e\u8ba9\u7528\u6237\u4ece\u7075\u611f\u8bbe\u8ba1\u51fa\u53d1\u3001\u901a\u8fc7AI\u751f\u6210\u5e76\u4fdd\u6301\u5168\u4ea7\u54c1\u89c6\u89c9\u4e00\u81f4\u6027\u7684\u8bbe\u8ba1\u5de5\u5177\uff0c\u89e3\u51b3AI\u8bbe\u8ba1\u5de5\u5177\u8f93\u51fa\u96f7\u540c\u3001\u7f3a\u4e4f\u7075\u9b42\u4e14\u65e0\u6cd5\u8de8\u5c4f\u4e00\u81f4\u7684\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb409751-6813-4db7-9012-04b380192100.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\/49879b90-d8ec-401f-a49a-e72219086a90.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\/84b1f0ce-8e5a-4da5-9001-a99dc0e5f3ad.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\/e4dfe2c6-53c0-4d7a-bc33-5aa4ccf39ac8.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\/9dde152e-403a-4f0f-85fb-23b7d1fba2d9.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\/7a5b67df-a57e-4d2c-948a-b95e17dc0ff7.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/n5xYhHFxVgU\"><source src=\"https:\/\/youtu.be\/n5xYhHFxVgU\" 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\">Design Tools<\/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\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">UI\/UX\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u7075\u611f\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u4e00\u81f4\u6027<\/span><br \/>\n <span class=\"tag\">\u8de8\u5c4f\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1<\/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\u8d5e\u8d4f\u521b\u59cb\u4eba\u4ece\u4e94\u6b21\u5931\u8d25\u4e2d\u63d0\u70bc\u7684\u6d1e\u5bdf\uff0c\u4f46\u5bf9AI\u8bbe\u8ba1\u5de5\u5177\u7684\u5b9e\u7528\u6027\u5b58\u7591\u3002\u6838\u5fc3\u5173\u5207\u5305\u62ec\uff1aAI\u5982\u4f55\u5728\u7075\u611f\u5e03\u5c40\u4e0e\u98ce\u683c\u4e4b\u95f4\u6743\u8861\uff1f\u662f\u5426\u771f\u80fd\u5728\u7f51\u9875\u548c\u79fb\u52a8\u7aef\u4fdd\u6301\u8bbe\u8ba1\u8bed\u8a00\u4e00\u81f4\uff1f\u521b\u59cb\u4eba\u56de\u5e94\u5f3a\u8c03\u517c\u987e\u529f\u80fd\u6027\u4e0e\u4e00\u81f4\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 Baroque\u7684\u6807\u8bed\u5f88\u6027\u611f\u2014\u2014\u201c\u4e00\u4e2a\u753b\u5e03\uff0c\u8bbe\u8ba1\u6574\u4e2a\u4ea7\u54c1\u201d\uff0c\u8fd9\u76f4\u51fb\u4e86\u5f53\u524dAI\u8bbe\u8ba1\u5de5\u5177\u7684\u6700\u5927\u75db\u70b9\uff1a\u751f\u6210\u5355\u5c4f\u597d\u770b\u4f46\u591a\u5c4f\u8131\u8282\uff0c\u6ca6\u4e3a\u201c\u6f02\u4eae\u5e9f\u7247\u201d\u3002\u521b\u59cb\u4eba\u7684\u201c\u4e94\u6b3e\u5931\u8d25\u4ea7\u54c1\u201d\u6545\u4e8b\u662f\u597d\u7684\u8425\u9500\u94a9\u5b50\uff0c\u4e5f\u786e\u5b9e\u9053\u51fa\u4e86\u8bb8\u591a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u7684\u5207\u80a4\u4e4b\u75db\uff1a\u4ed6\u4eec\u4e0d\u7f3a\u60f3\u6cd5\uff0c\u7f3a\u7684\u662f\u201c\u4e0d\u5ec9\u4ef7\u201d\u7684\u89c6\u89c9\u5b9e\u73b0\u3002\u4f46\u95ee\u9898\u7684\u5173\u952e\u5728\u4e8e\u201c\u54c1\u5473\u201d\u4e8c\u5b57\u2014\u2014Baroque\u58f0\u79f0\u201c\u5c06\u771f\u6b63\u7684\u8bbe\u8ba1\u54c1\u5473\u6ce8\u5165\u6bcf\u4e00\u5c4f\u201d\uff0c\u8fd9\u66f4\u50cf\u4e00\u4e2a\u54c1\u724c\u5ba3\u8a00\u800c\u975e\u6280\u672f\u627f\u8bfa\u3002AI\u7684\u672c\u8d28\u662f\u7edf\u8ba1\u4e0e\u4eff\u5236\uff0c\u5b83\u64c5\u957f\u6a21\u4eff\u5df2\u88ab\u9a8c\u8bc1\u7684\u6d41\u884c\u5e03\u5c40\u548c\u914d\u8272\uff0c\u5374\u5f88\u96be\u7406\u89e3\u201c\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u547c\u5438\u7a7a\u95f4\u7a00\u7f3a\u5f97\u6070\u5230\u597d\u5904\u201d\u6216\u201c\u8fd9\u79cd\u7559\u767d\u4f20\u9012\u7684\u662f\u5b64\u72ec\u8fd8\u662f\u9ad8\u7ea7\u201d\u3002\u76ee\u524d\u56de\u5e94\u4e2d\u63d0\u5230\u7684\u201c\u529f\u80fd\u6027\u4e0e\u98ce\u683c\u5e73\u8861\u201d\u4ecd\u505c\u7559\u5728\u5b9a\u6027\u63cf\u8ff0\uff0c\u7f3a\u4e4f\u53ef\u9a8c\u8bc1\u7684\u6307\u6807\uff08\u5982\u7528\u6237\u662f\u5426\u53ef\u4ee5\u81ea\u5b9a\u4e49\u98ce\u683c\u6743\u91cd\uff1f\u80fd\u5426\u9501\u5b9a\u54c1\u724c\u8272\u677f\u3001\u7981\u7528\u67d0\u4e9b\u5e03\u5c40\uff1f\uff09\u3002\u5982\u679cBaroque\u53ea\u662f\u4e00\u4e2a\u62ab\u7740\u201c\u7075\u611f\u5bfc\u5165\u201d\u5916\u8863\u7684\u751f\u6210\u5f0fUI\u5de5\u5177\uff0c\u5b83\u5f88\u5feb\u4f1a\u9677\u5165\u4e0eDora\u3001Uizard\u7b49\u540c\u7c7b\u7ade\u54c1\u7684\u540c\u8d28\u5316\u6ce5\u6f6d\u3002\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5e94\u8be5\u5728\u4e8e\uff1a\u8ba9\u7528\u6237\u8fed\u4ee3\u7684\u4e0d\u662f\u5355\u4e2a\u9875\u9762\uff0c\u800c\u662f\u6574\u4e2a\u4ea7\u54c1\u7684\u201c\u8bbe\u8ba1DNA\u201d\u2014\u2014\u5f53\u7528\u6237\u4fee\u6539\u4e00\u4e2a\u6309\u94ae\u6837\u5f0f\u65f6\uff0c\u5168\u4ea7\u54c1\u6240\u6709\u76f8\u5173\u6309\u94ae\u81ea\u52a8\u6f14\u53d8\u3002\u82e5\u80fd\u5b9e\u73b0\u8fd9\u79cd\u201c\u7cfb\u7edf\u6027\u8bbe\u8ba1\u8bed\u8a00\u201d\u800c\u975e\u201c\u5355\u5c4f\u7f8e\u5316\u201d\uff0cBaroque\u624d\u914d\u5f97\u4e0a\u90a3\u53e5\u201cbuild different\u201d\u3002\u76ee\u524d22\u7968\u7684\u51b7\u542f\u52a8\u6210\u7ee9\u8bf4\u660e\u5e02\u573a\u8fd8\u5728\u89c2\u671b\uff0c\u5efa\u8bae\u56e2\u961f\u516c\u5f00\u4e00\u4e2a\u201c\u4ece\u7075\u611f\u56fe\u52305\u5c4f\u4ea7\u54c1\u7ebf\u201d\u7684\u5b8c\u6574\u5b9e\u5f55\u89c6\u9891\uff0c\u7528\u5177\u4f53\u6848\u4f8b\u5835\u4f4f\u6000\u7591\u8005\u7684\u5634\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\">Baroque <\/span>\n <\/div>\n<div class=\"comment-content\">Every AI tool hands you the same generic slop. Same gradients, same layouts, no soul. Baroque is built different. Real design taste, baked into every screen. Recreate, remix, or start from scratch. One canvas for your whole product, not just one screen.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<br \/>\nOver the last three years we shipped five products. None of them clicked.<br \/>\nBut building them taught us something. We love good looking products. We just never had access to good design.<br \/>\nEvery time we tried an AI tool, it gave us the same generic output. Nothing we’d actually want to ship.<br \/>\nSo we built Baroque. Take inspiration from designs you love. Generate something beautiful. Stay consistent across your whole product.<br \/>\nThat’s it. That’s the whole pitch.<br \/>\nRoast us, push us, tell us what’s missing. We’re here all day.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Mad respect for shipping five products to get to this insight. The best tools always come from founder frustration. If I import a design I love as inspiration, how heavily does the AI rely on its layout versus its aesthetic style?<\/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\/@luyanda_ntombela\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luyanda_ntombela<\/a> it tries to stay consistent to design while being functional because in our eyes a good design needs to be functional as well .<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a UI\/UX designer I’m skeptical of most AI design tools but the “whole product” framing is interesting. Most just generate individual screens with no visual consistency. Does it maintain design language across different screen types?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@vlad_zabavskiy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vlad_zabavskiy<\/a> yes it does either web or mobile it stays consistent <\/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\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WGMQ6QVNOLYMIC\" class=\"app-title\">1ClickReport \u2014 Marketing AI in Claude<\/a><\/p>\n<div class=\"one-liner\">Run Google Ads, Meta & GA4 from Claude \u2014 you approve<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">16<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>1ClickReport \u662f\u4e00\u4e2a\u5d4c\u5165 Claude \u7684\u8425\u9500AI\u4ee3\u7406\uff0c\u80fd\u76f4\u63a5\u8fde\u63a5 Google Ads\u3001Meta\u3001GA4 \u7b49\u5e73\u53f0\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u5e76\u6267\u884c\u5e7f\u544a\u8c03\u6574\u3001\u9884\u7b97\u4f18\u5316\u548c\u5f02\u5e38\u76d1\u63a7\uff0c\u7528\u6237\u53ea\u9700\u5ba1\u6279\u5373\u53ef\uff0c\u5f7b\u5e95\u544a\u522b\u201c\u53ea\u51fa\u62a5\u544a\u4e0d\u6539\u6295\u653e\u201d\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac2d1fef-c947-4c4c-96e1-bca542fabfb7.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\/7e320d0b-5760-4ccd-95c4-683c7e919e19.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\/883ca667-910c-4355-a269-75db6b058b34.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\/dee20384-5086-48ef-b37c-fae1fc5a03cd.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\/7fa5a9a9-40cd-4986-b661-ac5bc81476b9.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\/e30446c4-61e1-4640-85ce-980abea92b24.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=mfGR12wB9TQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=mfGR12wB9TQ\" 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\">Analytics<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">Claude\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u5e7f\u544a\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u7ee9\u6548\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u8fd0\u8425<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\uff1a1. \u4e00\u4f4d\u975e\u8425\u9500\u80cc\u666f\u7528\u6237\u901a\u8fc7\u5b9e\u9645\u6570\u636e\u81ea\u5b66\u7ee9\u6548\u8425\u9500\uff0c\u8ba4\u4e3a\u6bd4\u4f20\u7edf\u8bfe\u7a0b\u66f4\u6709\u6548\uff1b2. \u53e6\u4e00\u4f4d\u7528\u6237\u8868\u793a\u4ea7\u54c1\u5e2e\u52a9\u5176\u53d1\u73b0\u7f51\u7ad9\u5f31\u70b9\u5e76\u63d0\u5347\u6d41\u91cf\uff1b3. \u521b\u59cb\u4eba\u63d0\u5230\u97603\u4eba\u56e2\u961f\u670d\u52a130+\u5ba2\u6237\uff0c\u5e0c\u671b\u4e0b\u4e00\u6b65\u96c6\u6210LinkedIn\u3001TikTok\u6216Klaviyo\u3002\u6838\u5fc3\u5efa\u8bae\uff1aB2B\u7528\u6237\u5f3a\u70c8\u671f\u5f85LinkedIn Ads\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n 1ClickReport \u7684\u91ce\u5fc3\u5e76\u4e0d\u5728\u4e8e\u505a\u53e6\u4e00\u4e2a\u6f02\u4eae\u7684AI\u62a5\u8868\u5de5\u5177\uff0c\u800c\u662f\u76f4\u63a5\u6740\u5165\u8425\u9500\u6267\u884c\u5c42\u3002\u8fd9\u4ece\u4ea7\u54c1\u4e0a\u7ebf\u4e24\u4e2a\u6708\u4fbf\u6025\u8f6c\u5f2f\u2014\u2014\u4ece\u201cAI\u4eea\u8868\u76d8\u6784\u5efa\u5668\u201d\u53d8\u4e3a\u201c\u8dd1\u8d77\u4f60\u7684\u5e7f\u544a\u201d\u5c31\u80fd\u770b\u51fa\uff1a\u771f\u6b63\u503c\u94b1\u7684\u4e0d\u662f\u6d1e\u5bdf\uff0c\u800c\u662f\u4ee5\u6d1e\u5bdf\u4e3a\u84dd\u672c\u7684\u81ea\u52a8\u5316\u64cd\u4f5c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6838\u5fc3\u58c1\u5792\u5728\u4e8e\u201cMCP\u96c6\u6210+\u5ba1\u6279\u6d41\u201d\u7684\u8bbe\u8ba1\u54f2\u5b66\u3002\u591a\u6570AI\u8425\u9500\u5de5\u5177\u4ecd\u5728\u5377\u6570\u636e\u53ef\u89c6\u5316\uff08Tableau\u3001Grafana\u4eec\u65e9\u5df2\u7ea2\u6d77\uff09\uff0c\u800c1ClickReport\u8ba9Claude\u76f4\u63a5\u8c03\u7528Google Ads\u3001Meta\u3001GA4\u7b49API\uff0c\u5e76\u7528\u201c\u4f60\u5ba1\u6279\uff0c\u5b83\u6267\u884c\u201d\u7684\u56f4\u5899\u82b1\u56ed\u6253\u7834\u4f01\u4e1a\u5b89\u5168\u987e\u8651\u3002\u8fd9\u5207\u4e2d\u4e86\u8425\u9500\u56e2\u961f\u957f\u671f\u4ee5\u6765\u7684\u75db\u70b9\uff1a\u5206\u6790\u5e08\u51fa\u62a5\u544a\u7684\u901f\u5ea6\u6c38\u8fdc\u8ddf\u4e0d\u4e0a\u6295\u653e\u7ecf\u7406\u7684\u5b9e\u64cd\u8282\u594f\u3002\u75db\u70b9\u8d8a\u6df1\uff0c\u8f6c\u5316\u8d8a\u731b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u7280\u5229\u70b9\u5728\u4e8e\uff1a\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u529f\u80fd\u5806\u53e0\u578b\u521b\u65b0\u201d\uff0c\u800c\u975e\u5e95\u5c42\u6280\u672f\u98a0\u8986\u3002MCP\u534f\u8bae\u76ee\u524d\u4ecd\u9ad8\u5ea6\u4f9d\u8d56Claude\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4e00\u65e6Anthropic\u5728\u8425\u9500\u5782\u76f4\u9886\u57df\u63a8\u51fa\u539f\u751fAgent\uff0c1ClickReport\u7684\u201c\u4e2d\u95f4\u4ef6\u201d\u8eab\u4efd\u5c31\u5c06\u9762\u4e34\u88ab\u8fb9\u7f18\u5316\u7684\u98ce\u9669\u3002\u6b64\u5916\uff0c\u4ea7\u54c1\u76ee\u524d\u4ec5\u8986\u76d6Google\u3001Meta\u3001GA4\u7b49\u4e3b\u6d41\u5e73\u53f0\uff0c\u5bf9LinkedIn\u3001TikTok\u7b49B2B\u65b0\u52bf\u529b\u7684\u652f\u6301\u4ecd\u7f3a\u5931\u2014\u2014\u7528\u6237\u5728\u8bc4\u8bba\u4e2d\u7684\u547c\u5401\u5e76\u975e\u5076\u7136\uff0c\u8fd9\u662f\u5b9e\u9645\u8425\u9500\u9884\u7b97\u6d41\u5411\u7684\u4fe1\u53f7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u4e2a\u9690\u5fe7\u662f\u201c\u5b66\u4e60\u66f2\u7ebf\u201d\u4e0e\u201c\u4fe1\u4efb\u5efa\u7acb\u201d\u7684\u5e73\u8861\u3002\u8bc4\u8bba\u4e2d\u90a3\u4f4d\u7528\u771f\u5b9e\u6570\u636e\u81ea\u5b66\u8425\u9500\u7684\u7528\u6237\uff0c\u6070\u6070\u66b4\u9732\u4e86\u4ea7\u54c1\u529f\u80fd\u4e0e\u7528\u6237\u80fd\u529b\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff1a\u53ea\u6709\u5f53\u4f60\u5df2\u7ecf\u7406\u89e3CPA\u3001ROAS\u3001\u8f6c\u5316\u6f0f\u6597\uff0c\u624d\u80fd\u7528\u597d\u201c\u95ee\u4efb\u4f55\u95ee\u9898\u201d\u7684\u80fd\u529b\u3002\u5426\u5219\uff0cAI\u7ed9\u51fa\u7684\u4f18\u5316\u5efa\u8bae\u53ef\u80fd\u6210\u4e3a\u201c\u9ed1\u7bb1\u64cd\u4f5c\u201d\u2014\u2014\u4f60\u6279\u51c6\u4e86\uff0c\u4f46\u771f\u7684\u61c2\u4e3a\u4ec0\u4e48\u5417\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0c1ClickReport \u662f\u4e00\u6b3e\u6781\u5176\u52a1\u5b9e\u3001\u6709\u6267\u884c\u529b\u7684\u8425\u9500\u4e2d\u95f4\u4ef6\uff0c\u5c24\u5176\u9002\u5408\u9884\u7b97\u6709\u9650\u3001\u5e0c\u671b\u7528AI\u5ef6\u4f38\u56e2\u961f\u80fd\u529b\u7684\u4e2d\u5c0f\u56e2\u961f\u3002\u4f46\u5b83\u7684\u62a4\u57ce\u6cb3\u4e0d\u662f\u6280\u672f\uff0c\u800c\u662f\u201c\u5feb\u901f\u9002\u914d\u66f4\u591aAPI+\u6253\u78e8\u5ba1\u6279\u6d41\u7a0b\u201d\u7684\u901f\u5ea6\u3002\u672a\u6765\u4e09\u4e2a\u6708\uff0c\u80fd\u5426\u62a2\u5728\u5e73\u53f0\u539f\u751fAgent\u6210\u719f\u524d\u5361\u4f4fLinkedIn\u3001Klaviyo\u7b49\u5173\u952e\u6e20\u9053\uff0c\u5c06\u51b3\u5b9a\u5b83\u80fd\u5426\u4ece\u201c\u8425\u9500\u4eba\u7684\u745e\u58eb\u519b\u5200\u201d\u8fdb\u5316\u4e3a\u201c\u4f60\u7684\u865a\u62df\u6295\u653e\u603b\u76d1\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\">1ClickReport \u2014 Marketing AI in Claude<\/span>\n <\/div>\n<div class=\"comment-content\">1ClickReport \u2014 Claude that RUNS your marketing, not just reports on it Two upgrades since our Nov 2025 beta: \ud83c\udd95 MCP integration \u2014 Connect Google Ads, Meta, GA4, Search Console & Stripe. Ask “where am I wasting spend?” \u2192 Claude finds it AND fixes it (create, pause, adjust). You approve every change. \ud83c\udd95 24\/7 monitoring agents \u2014 Set a rule (“alert if CPA > $50”), approve in chat, runs every 6h & emails on breach. \u26a1 Bonus: AI dashboards in 60s. 7-day trial, no card.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b Suryansh here founder of 1Click Report \u2014 and yes, some of you saw us launch before, as an AI <strong>dashboard<\/strong> builder.<\/p>\n<p> <\/p>\n<p>Over the last 6 months we have listened to our users and built capability where the entire marketing and analytics can be now run using Claude or any of your favorite AI models.<\/p>\n<\/p>\n<p>We ourselves run an AI marketing agency and this platform has helped us to scale from 5 clients to 30+ clients with just 3 people team as the entire clients marketing is now run by agents built using 1click report MCP.<\/p>\n<\/p>\n<p>Few of the things you can do using the MCP are –<\/p>\n<ul>\n<li>\n<p><strong>Ask anything in plain English. <\/strong>“Where am I wasting spend this week?” gets you one answer across Google Ads, Meta, GA4, Search Console and Stripe at once \u2014 instead of opening five tabs.<\/p>\n<\/li>\n<li>\n<p><strong>Launch and manage campaigns. Create and adjust Google and Meta campaigns<\/strong>, keywords, budgets and audiences right from chat. Every write is paused by default \u2014 you approve before anything goes live.<\/p>\n<\/li>\n<li>\n<p><strong>Audit and find waste.<\/strong> Point it at any account and it flags fatigued creative, broken tracking and runaway CPAs in minutes.<\/p>\n<\/li>\n<li>\n<p><strong>Fix your funnel<\/strong>. Analyze your GA4 conversion funnels and see exactly where users drop off, then ask why.<\/p>\n<\/li>\n<li>\n<p><strong>Stay on top of SEO and AEO.<\/strong> Pull Search Console data to see which queries are winning, which are slipping, and where the CTR opportunity is and automate SEO\/AEO optimization<\/p>\n<\/li>\n<li>\n<p><strong>Research and plan.<\/strong> Keyword volumes, competition and CPCs, then draft new ad groups.<\/p>\n<\/li>\n<li>\n<p><strong>Set up 24\/7 monitoring agents<\/strong>. “Alert me if CPA goes over $50” \u2014 it watches your accounts and emails you before it becomes Friday’s surprise.<\/p>\n<\/li>\n<li>\n<p><strong>Still build dashboards.<\/strong> The thing we first launched with is still here \u2014 just one feature now, not the whole product.<\/p>\n<\/li>\n<\/ul>\n<p> <\/p>\n<p>Because it’s all MCP, you can wire these tools into your own agents \u2014 exactly how our 3-person team runs 30+ clients.<\/p>\n<p> <\/p>\n<p>It works in Claude (Code, Desktop, web) and any MCP client. 7-day free trial, no card \u2014 PH folks get 30 days with code HUNT.<\/p>\n<p> <\/p>\n<p>One thing I’d genuinely love your take on: what should we connect next \u2014 Klaviyo, LinkedIn Ads, or TikTok Ads?<\/p>\n<p> <\/p>\n<p>Around all day \u2014 ask me anything.<\/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\">@suryansh_jaiswal Congrats on the launch, Suryansh! Scaling from 5 to 30+ clients with just a 3-person team is an incredible testament to what you\u2019ve built here. Managing cross-channel data (Google Ads, GA4, Meta, Stripe) in plain English through Claude sounds like an absolute game-changer for avoiding tab fatigue.The 24\/7 monitoring agents feature is a brilliant addition to prevent ‘Friday surprises.’ To answer your question: I\u2019d love to see LinkedIn Ads integrated next! It would be massive for B2B tracking. Wishing you tons of success today!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I started out using 1ClickReport mostly for data analytics. The thing is, I wasn’t really well-versed in how performance marketing actually works; the execution side of it always felt a bit out of reach. So at some point, I thought: why not use the real client data I already have in here to teach myself? Instead of doing a course, I’d just ask questions about our actual numbers and work through the concepts on real data until they properly clicked.<\/p>\n<\/p>\n<p>Honestly, it’s been a better way to learn the subject than anything traditional I’ve tried. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This cool product helped me find my website weeknesses and increased my traffic<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NYAQRBBXEKHRTE\" class=\"app-title\">Chessie<\/a><\/p>\n<div class=\"one-liner\">Scan chess matches. Find better moves. Increase your elo.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">11<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Chessie \u662f\u4e00\u6b3e\u65e0\u9700\u8054\u7f51\u7684\u68cb\u76d8\u626b\u63cf\u4e0eAI\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u62cd\u7167\u5373\u53ef\u8bc6\u522b\u68cb\u5c40\u5e76\u5229\u7528Stockfish\u5f15\u64ce\u63a8\u8350\u524d\u5341\u4f73\u7740\uff0c\u5e2e\u52a9\u68cb\u624b\u968f\u65f6\u968f\u5730\u590d\u76d8\u3001\u63d0\u5347\u7b49\u7ea7\u5206\uff08Elo\uff09\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eeb6decb-4d4a-4b7d-9a88-f6a7d512055c.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\/3f07830e-7125-41fe-98b7-f9fc538f4fe0.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\/448188ea-897d-4960-8add-fa420d2198f1.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\/9d7e863a-d52e-4311-83ed-931286bf316e.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\/059f899b-6c63-4351-b42c-ff2a785b7920.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\/90478983-a3db-40e8-b262-43015add2592.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\/72cfa510-c65b-44a6-affa-c47717ae31cb.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/3dgumFGO6HE\"><source src=\"https:\/\/www.youtube.com\/shorts\/3dgumFGO6HE\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Board Games<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Games<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u56fd\u9645\u8c61\u68cb\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u68cb\u76d8\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">Stockfish\u5f15\u64ce<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u68cb\u5c40\u590d\u76d8<\/span><br \/>\n <span class=\"tag\">AI\u68cb\u529b\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u4e00\u6b21\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">Chess.com\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">Lichess\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">PGN\u89e3\u6790<\/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\u662f\u4e00\u4e2a\u957f\u7bc7\u5e45\u7684\u81ea\u6211\u5ba3\u4f20\uff0c\u672a\u51fa\u73b0\u7528\u6237\u771f\u5b9e\u53cd\u9988\u3002\u5185\u5bb9\u8be6\u8ff0\u4e86\u8be5\u4ea7\u54c1\u7684\u4e03\u4e2a\u6838\u5fc3\u529f\u80fd\uff0c\u4f46\u7f3a\u4e4f\u7528\u6237\u5b9e\u9645\u4f7f\u7528\u4e2d\u7684\u75db\u70b9\u3001\u5efa\u8bae\u6216\u9519\u8bef\u62a5\u544a\uff0c\u5c5e\u4e8e\u4ea7\u54c1\u53d1\u5e03\u65b9\u81ea\u8ff0\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 Chessie\u7cbe\u51c6\u5207\u4e2d\u4e86\u56fd\u9645\u8c61\u68cb\u7231\u597d\u8005\u4e09\u5927\u75db\u70b9\uff1a\u4e00\u3001\u8131\u79bb\u68cb\u76d8\u540e\u624b\u52a8\u8f93\u5165\u68cb\u5c40\u7e41\u7410\u8017\u65f6\uff1b\u4e8c\u3001\u591a\u6570\u5206\u6790\u5de5\u5177\u9700\u4ed8\u8d39\u8ba2\u9605\u4e14\u4f9d\u8d56\u8054\u7f51\uff1b\u4e09\u3001\u7f3a\u4e4f\u53ef\u89c6\u5316\u3001\u53ef\u5bf9\u6bd4\u7684\u591a\u79cd\u8d70\u6cd5\u63a8\u8350\u3002\u5176\u62cd\u7167\u79d2\u8bfb\u3001\u79bb\u7ebf\u8fd0\u884c\u3001Stockfish\u6df1\u5ea6\u5206\u6790\u3001\u4e00\u6b21\u4e70\u65ad\u5b9a\u4ef7\uff0c\u786e\u5b9e\u6784\u5efa\u4e86\u4e00\u5957\u6e05\u723d\u4e14\u5b9e\u7528\u7684\u95ed\u73af\u3002\u7136\u800c\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u201c\u8d85\u5f3a\u529f\u80fd\u201d\uff0c\u800c\u662f\u201c\u6781\u7b80\u6d41\u7a0b\u201d\u4e0e\u201c\u9690\u79c1\u4f18\u5148\u201d\u2014\u2014\u5c06\u4e13\u4e1a\u7ea7\u7684\u590d\u76d8\u80fd\u529b\u538b\u7f29\u8fdb\u624b\u673a\u6444\u50cf\u5934\uff0c\u5e76\u627f\u8bfa\u6e38\u620f\u6570\u636e\u7559\u5b58\u5728\u672c\u5730\uff0c\u8fd9\u5bf9\u6ce8\u91cd\u5b66\u4e60\u6548\u7387\u548c\u6570\u636e\u5b89\u5168\u7684\u4e1a\u4f59\u68cb\u624b\u4e0e\u8d44\u6df1\u73a9\u5bb6\u90fd\u6781\u5177\u5438\u5f15\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u9700\u8b66\u60d5\uff1a\u68cb\u76d8\u8bc6\u522b\u5728\u5149\u7ebf\u3001\u89d2\u5ea6\u3001\u975e\u6807\u51c6\u68cb\u5b50\u6216\u68cb\u76d8\u4e0a\u7684\u51c6\u786e\u7387\u662f\u81f4\u547d\u8003\u9a8c\uff0cStockfish\u5f15\u64ce\u7684\u672c\u5730\u5316\u6df1\u5ea6\u8c03\u4f18\u662f\u5426\u5f71\u54cd\u5206\u6790\u901f\u5ea6\u4e5f\u672a\u53ef\u77e5\u3002\u6b64\u5916\uff0c11\u7968\u7684\u53d1\u5e03\u6210\u7ee9\u5728Product Hunt\u4e0a\u6781\u4e3a\u51b7\u6e05\uff0c\u8bf4\u660e\u4ea7\u54c1\u5728\u5f53\u524d\u9636\u6bb5\u7684\u8425\u9500\u6216\u5dee\u5f02\u5316\u4eae\u70b9\u4e0d\u8db3\u3002\u4e0e\u5176\u8bf4\u662f\u5de5\u5177\uff0c\u4e0d\u5982\u8bf4\u662f\u201c\u68cb\u624b\u7684\u590d\u76d8\u4e60\u60ef\u7ba1\u7406\u5de5\u5177\u201d\u2014\u2014\u5982\u679c\u80fd\u8fdb\u4e00\u6b65\u6574\u5408\u9519\u68cb\u6807\u8bb0\u3001\u8bad\u7ec3\u8ba1\u5212\u751f\u6210\uff0c\u751a\u81f3\u63a5\u5165\u793e\u4ea4\u5a92\u4f53\u8fdb\u884c\u5bf9\u5c40\u53d1\u5e03\uff0c\u624d\u6709\u53ef\u80fd\u8df3\u51fa\u5c0f\u4f17\u5de5\u5177\u5708\uff0c\u8fc8\u5411\u5e73\u53f0\u578b\u4ea7\u54c1\u3002\u4e00\u6b21\u4e70\u65ad\u5b9a\u4ef7\u867d\u826f\u5fc3\uff0c\u4f46\u82e5\u540e\u7eed\u66f4\u65b0\u4e4f\u529b\uff08\u5982\u65b0\u589eAI\u6559\u7ec3\u3001\u9519\u9898\u672c\uff09\uff0c\u7528\u6237\u7559\u5b58\u5c06\u9762\u4e34\u6311\u6218\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\">Chessie<\/span>\n <\/div>\n<div class=\"comment-content\">Chessie is a chessboard scanner and analyzer. It shows you the top 10 moves of every turn using Stockfish. No internet needed, your game stays yours.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hello Hunters and Chess Masters,<\/p>\n<p>Everything you need to review your chess game and increase your elo<br \/>\n– Scan any chess position: Point your camera at a board or upload a photo. Chessie reads the position in seconds so you can analyze real games from anywhere.<br \/>\n– Instant board recognition: Pieces and squares are detected automatically. No manual setup, just confirm and jump straight into analysis.<br \/>\n– Import games from Chess.com and Lichess: Paste a PGN from your clipboard, verify the board and moves, then run full game analysis in the app without retyping games by hand.<br \/>\n– Analyze with Stockfish: Powered by Stockfish engine depth you can trust. See evaluations and lines that help you understand what\u2019s really happening on the board.<br \/>\n– Top 10 best moves: Every turn surfaces up to ten candidate moves ranked by strength. Compare options quickly and pick the line that fits your style.<br \/>\n– Works offline: Unlimited scanning and analysis without Wi-Fi or mobile data. Your games stay on your device so you can practice and review wherever you are.<br \/>\n– Pay once. Analyze forever: Most chess tools lock analysis behind monthly subscriptions.Chessie is a one-time unlock with unlimited offline Stockfish analysis.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/ZGTWORPFDLJIWV\" class=\"app-title\">DualChess<\/a><\/p>\n<div class=\"one-liner\">Chess \u2014 but a mini-game decides every capture<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">11<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DualChess \u662f\u4e00\u6b3e\u5c06\u56fd\u9645\u8c61\u68cb\u4e0e\u53cd\u5e94\u529b\u5c0f\u6e38\u620f\u7ed3\u5408\u7684\u5728\u7ebf\u5bf9\u6218\u6e38\u620f\uff0c\u901a\u8fc7\u201c\u5403\u5b50\u9700\u8d62\u5c0f\u6e38\u620f\u201d\u7684\u673a\u5236\uff0c\u7f29\u5c0f\u68cb\u624b\u95f4\u7684\u6280\u672f\u5dee\u8ddd\uff0c\u8ba9\u65b0\u624b\u4e5f\u6709\u673a\u4f1a\u6218\u80dc\u9ad8\u624b\uff0c\u89e3\u51b3\u68cb\u7c7b\u6e38\u620f\u56e0\u5b9e\u529b\u60ac\u6b8a\u5bfc\u81f4\u7684\u4f53\u9a8c\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2839eee6-17ab-41af-9ae4-5b6a8a85b46a.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\">Web App<\/span><br \/>\n <span class=\"tag\">Education<\/span><br \/>\n <span class=\"tag\">Games<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u56fd\u9645\u8c61\u68cb<\/span><br \/>\n <span class=\"tag\">\u53cd\u5e94\u529b\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u53d8\u4f53\u68cb\u7c7b<\/span><br \/>\n <span class=\"tag\">\u591a\u4eba\u5bf9\u6218<\/span><br \/>\n <span class=\"tag\">AI\u5bf9\u6218<\/span><br \/>\n <span class=\"tag\">\u4f11\u95f2\u7ade\u6280<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">PWA<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u73a9\u6cd5<\/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\u8005George\u4ecb\u7ecd\u4e86\u521b\u4f5c\u521d\u8877\uff1a\u8ba9\u65b0\u624b\u9762\u5bf9\u9ad8\u624b\u65f6\u4ecd\u6709\u673a\u4f1a\u7ffb\u76d8\u3002\u6e38\u620f\u5c06\u6bcf\u6b21\u5403\u5b50\u53d8\u4e3a\u5feb\u8282\u594f\u5c0f\u6e38\u620f\u5bf9\u51b3\uff0c\u524a\u5f31\u7eaf\u6280\u672f\u4f18\u52bf\uff0c\u5f3a\u8c03\u4e34\u573a\u53cd\u5e94\u3002\u4ed6\u8fd8\u63d0\u5230\u8d60\u9001\u9996\u65e5100\u540d\u73a9\u5bb61\u5929\u9ad8\u7ea7\u4f1a\u5458\uff0c\u5e76\u9080\u8bf7\u73a9\u5bb6\u4f53\u9a8c\u540e\u53cd\u9988\u65b0\u589e\u5c0f\u6e38\u620f\u7684\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 DualChess \u7684\u201c\u68cb\u5f08+\u5c0f\u6e38\u620f\u201d\u672c\u8d28\u4e0a\u662f\u5728\u7528\u201c\u8fd0\u6c14+\u53cd\u5e94\u201d\u5bf9\u51b2\u201c\u6280\u672f\u4f18\u52bf\u201d\uff0c\u7cbe\u51c6\u5207\u5165\u4e86\u786c\u6838\u68cb\u7c7b\u6e38\u620f\u5bf9\u65b0\u624b\u6781\u4e0d\u53cb\u597d\u7684\u75db\u70b9\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u505a\u4e00\u6b3e\u66f4\u597d\u7684\u56fd\u9645\u8c61\u68cb\uff0c\u800c\u662f\u5236\u9020\u4e00\u79cd\u201c\u4e0d\u516c\u5e73\u4e2d\u5bfb\u6c42\u516c\u5e73\u201d\u7684\u793e\u4ea4\u5a31\u4e50\u4f53\u9a8c\u2014\u2014\u8ba9\u68cb\u529b\u60ac\u6b8a\u7684\u4e24\u4eba\u4e5f\u80fd\u73a9\u5f97\u6709\u6765\u6709\u56de\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5de7\u5999\u5730\u89e3\u51b3\u4e86\u68cb\u7c7b\u6e38\u620f\u201c\u6559\u73a9\u5bb6\u505a\u4e8b\u201d\u7684\u95e8\u69db\uff0c\u7528\u968f\u673a\u6027\u548c\u53cd\u5e94\u529b\u7a00\u91ca\u4e86\u6df1\u5ea6\u7b56\u7565\u5e26\u6765\u7684\u632b\u8d25\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u4ece\u4e13\u4e1a\u89d2\u5ea6\u5ba1\u89c6\uff0c\u8fd9\u79cd\u6a21\u5f0f\u5b58\u5728\u201c\u4e24\u5934\u4e0d\u8ba8\u597d\u201d\u7684\u98ce\u9669\u3002\u786c\u6838\u68cb\u624b\u4f1a\u8ba4\u4e3a\u5c0f\u6e38\u620f\u5e72\u6270\u4e86\u68cb\u76d8\u7684\u7eaf\u7cb9\u8ba1\u7b97\uff0c\u662f\u5bf9\u7b56\u7565\u6027\u7684\u7834\u574f\uff1b\u800c\u8ffd\u6c42\u5a31\u4e50\u7684\u73a9\u5bb6\u53ef\u80fd\u5f88\u5feb\u538c\u5026\uff0c\u56e0\u4e3a\u5c0f\u6e38\u620f\u7684\u91cd\u590d\u6027\u4e0e\u6df1\u5ea6\u8fdc\u900a\u4e8e\u201c\u7cd6\u8c46\u4eba\u201d\u7b49\u4e13\u95e8\u6d3e\u5bf9\u6e38\u620f\uff0c\u6838\u5fc3\u4f53\u9a8c\u6700\u7ec8\u4f1a\u56de\u5f52\u5230\u5bf9\u5f08\u672c\u8eab\u3002\u53e6\u5916\uff0c\u53cd\u5e94\u529b\u5bf9\u51b3\u5bf9\u8001\u5e74\u6216\u624b\u6b8b\u73a9\u5bb6\u5e76\u4e0d\u53cb\u597d\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u6362\u4e86\u4e00\u4e2a\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8d5e\u8d4f\u5176\u5728AI\u96be\u5ea6\u5206\u7ea7\u3001\u5b9e\u65f6\u5728\u7ebf\u3001PWA\u514d\u4e0b\u8f7d\u3001\u514d\u8d39\u7b56\u7565\u4e0a\u7684\u6210\u719f\u6267\u884c\uff0c\u4f46\u4ea7\u54c1\u80fd\u5426\u957f\u5b58\uff0c\u53d6\u51b3\u4e8e\u5c0f\u6e38\u620f\u6c60\u7684\u66f4\u65b0\u901f\u5ea6\u4ee5\u53ca\u4e0e\u68cb\u5c40\u7b56\u7565\u7684\u771f\u6b63\u878d\u5408\u5ea6\uff08\u5982\u201c\u7279\u6b8a\u89c4\u5219\u201d\u5bf9\u5c40\u52bf\u7684\u5fae\u5999\u5f71\u54cd\uff09\u3002\u82e5\u53ea\u662f\u201c\u68cb\u76d8\u4e0a\u63d2\u64ad\u5c0f\u6e38\u620f\u201d\uff0c\u5219\u66f4\u50cf\u4e00\u4e2a\u7cbe\u81f4\u7684\u6c99\u96d5\u6e38\u620f\uff1b\u82e5\u80fd\u6253\u9020\u51fa\u201c\u7b56\u7565\u5e03\u5c40+\u5173\u952e\u53cd\u5e94\u201d\u7684\u6df1\u5ea6\u8282\u594f\uff0c\u624d\u6709\u671b\u5f00\u62d3\u51fa\u72ec\u7279\u7684\u201c\u667a\u529b\u4e0e\u795e\u7ecf\u53cc\u91cd\u7ade\u6280\u201d\u54c1\u7c7b\u3002\u76ee\u524d\u6765\u770b\uff0c\u524d\u8005\u66f4\u63a5\u8fd1\u73b0\u5b9e\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\">DualChess<\/span>\n <\/div>\n<div class=\"comment-content\">Play chess online, locally, or vs AI (4 levels) \u2014 but here’s the twist: every capture is settled by a fast reflex mini-game. Lining up a piece doesn’t guarantee the take \u2014 you have to win Pong, Labyrinth, Quick Draw, Memory Match, Target Practice or Tug of War to claim it. Strategy meets nerve, so even a beginner can upset a stronger player. Real-time online play, a global leaderboard, installable as an app \u2014 and free, running instantly in your browser. No download.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m George, and DualChess is my solo project.<\/p>\n<p>I love chess, but I always felt bad watching friends bounce off it. When there’s a skill gap, the weaker player just loses every single game, and it stops being fun. I wanted a version where one moment of focus or quick reflexes could swing things, so a beginner always has a fighting chance against a stronger player or the AI.<\/p>\n<p>So in DualChess the board is real chess, but you don’t simply *take* a piece. Every capture kicks off a fast mini-game, and you have to win it to claim the piece. Six so far: Pong, Labyrinth, Quick Draw, Memory Match, Target Practice and Tug of War. Suddenly a losing position can be rescued by nerve, and a winning one can slip away if you choke under pressure.<\/p>\n<p>I’ve also baked in a few special rule twists that quietly tilt the board toward the underdog. I’ll let you discover those as you play. \ud83d\ude09<\/p>\n<p>It started as a tiny “vs computer” prototype and grew into real-time online multiplayer, 4 AI difficulty levels, a global leaderboard, and a full installable PWA, all running in the browser with no download.<\/p>\n<p>It’s free to play. \ud83c\udf81 Just for launch day today, the first 100 players get 1 day of Premium free with code BETA100. Grab it while it’s live.<\/p>\n<p>I’d genuinely love your feedback: does the twist make chess more fun, or just delightfully chaotic? And what mini-game should I add next? \ud83d\ude04<\/p>\n<p>Thanks for checking it out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/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\/MH6KTLT7GODAFU\" class=\"app-title\">Hive<\/a><\/p>\n<div class=\"one-liner\">Babysits your agents from idea to PR, letting you think<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Hive\u662f\u4e00\u4e2a\u5f00\u6e90AI\u4ee3\u7406\u7f16\u6392\u5de5\u5177\uff0c\u80fd\u5728\u7ec8\u7aef\u4e2d\u81ea\u52a8\u5316\u7ba1\u7406\u591a\u4e2a\u9876\u7ea7\u7f16\u7801\u4ee3\u7406\uff08\u5982Claude\u3001Codex\uff09\u4ece\u521b\u610f\u6784\u601d\u5230\u751f\u6210PR\u7684\u5168\u8fc7\u7a0b\uff0c\u8ba9\u5f00\u53d1\u8005\u53ea\u9700\u505a\u5173\u952e\u51b3\u7b56\uff0c\u65e0\u9700\u7d27\u76ef\u4ee3\u7406\u8fd0\u884c\u907f\u514d\u201c\u4fdd\u59c6\u5f0f\u201d\u76d1\u63a7\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e60f6a52-a317-44a2-9abc-aba345bccdcf.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\/e3fdd130-164e-4b83-aaea-8184127a1144.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\/1a4a83a7-7003-4596-859c-e45cc781c1ad.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\/10a75c38-b40e-4dac-a734-a3c50f3ddea4.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\/c64066b3-194a-475a-a3cd-8e69126e2c71.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\/8079deec-2c6d-4cb3-af98-50901571c329.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\/31b459cd-d5e4-4c71-a298-41b5e2b58a10.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=4WDOlQnGnpU\"><source src=\"https:\/\/www.youtube.com\/watch?v=4WDOlQnGnpU\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406\u7f16\u6392<\/span><br \/>\n <span class=\"tag\">\u7f16\u7801\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">PR\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u4ee3\u7406\u534f\u8c03<\/span><br \/>\n <span class=\"tag\">Claude<\/span><br \/>\n <span class=\"tag\">Codex<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u5f02\u6b65\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>\u5f00\u53d1\u8005\u5173\u6ce8\u5176\u5982\u4f55\u89e3\u51b3\u591a\u4ee3\u7406\u8f93\u51fa\u51b2\u7a81\uff1aHive\u91c7\u7528\u6587\u6863\u4f9d\u6b21\u7f16\u5199+Claude\u4ef2\u88c1\uff0c\u4e0d\u76f4\u63a5\u8ba9\u4ee3\u7406\u4e92\u76f8\u901a\u4fe1\u3002\u4f46\u7528\u6237\u5bf9\u5176\u9ed8\u8ba4\u6d88\u8017\u5927\u91cfToken\u8868\u793a\u987e\u8651\uff0c\u5e76\u671f\u5f85\u672a\u6765\u63d0\u4f9bDocker\u5316Web\u754c\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 Hive\u7cbe\u51c6\u5207\u4e2d\u4e86\u5f53\u4e0bAI\u7f16\u7a0b\u72c2\u6f6e\u4e2d\u7684\u4e00\u4e2a\u9690\u75db\uff1a\u5f00\u53d1\u8005\u4ece\u201c\u624b\u52a8\u5199\u4ee3\u7801\u201d\u53d8\u6210\u4e86\u201c\u624b\u52a8\u5582\u4ee3\u7406\u3001\u76ef\u4ee3\u7406\u3001\u8c03\u4ee3\u7406\u201d\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u4ece\u4ee3\u7801\u4fdd\u59c6\u53d8\u6210\u4e86AI\u4fdd\u59c6\uff0c\u6548\u7387\u63d0\u5347\u6709\u9650\u3002Hive\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u5c06\u201c\u4ee3\u7406\u7ba1\u7406\u201d\u672c\u8eab\u81ea\u52a8\u5316\uff0c\u901a\u8fc7\u6587\u4ef6\u7cfb\u7edf\u9690\u55bb\uff08\u6587\u4ef6\u5939\u5373\u4efb\u52a1\uff0c\u72b6\u6001\u6d41\u8f6c\u5373\u5de5\u4f5c\u6d41\uff09\u628a\u591a\u4ee3\u7406\u534f\u4f5c\u53d8\u6210\u53ef\u89c2\u6d4b\u3001\u53ef\u4ef2\u88c1\u7684\u5f02\u6b65\u6d41\u6c34\u7ebf\uff0c\u8fd9\u6bd4\u5355\u4ee3\u7406\u7684\u7b80\u5355\u8c03\u7528\u8981\u806a\u660e\u5f97\u591a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u5b83\u7684\u786c\u4f24\u540c\u6837\u660e\u663e\uff1a\u6781\u5ea6\u4f9d\u8d56\u7528\u6237\u62e5\u6709\u9ad8\u8d28\u91cfAPI\u8ba2\u9605\uff08Claude Max+ChatGPT Pro\uff09\uff0c\u4e14\u9ed8\u8ba4Token\u6d88\u8017\u5de8\u5927\uff0c\u8fd9\u5b9e\u9645\u4e0a\u628a\u6210\u672c\u8f6c\u5ac1\u7ed9\u4e86\u7528\u6237\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5355\u4eba\u7ef4\u62a4\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5176\u8de8\u5e73\u53f0\u7a33\u5b9a\u6027\u3001\u811a\u672c\u9002\u914d\u6027\u53ca\u591a\u4ee3\u7406\u51b2\u7a81\u7684\u7c97\u7c92\u5ea6\u4ef2\u88c1\uff08\u4ec5\u9760Claude\u5bf9\u6587\u6863\u7684\u201c\u4e09\u89c2\u201d\u5224\u65ad\uff09\u80fd\u5426\u5728\u590d\u6742\u5de5\u7a0b\u4e2d\u7a33\u5065\u8fd0\u884c\uff0c\u5b58\u7591\u3002\u6b64\u5916\uff0c\u201c\u4fdd\u59c6\u5f0f\u201d\u5de5\u5177\u672c\u8eab\u5c31\u9700\u8981\u4f7f\u7528\u8005\u5177\u5907\u9ad8\u7ea7\u7684\u5de5\u7a0b\u76f4\u89c9\u548c\u8c03\u8bd5\u80fd\u529b\uff0c\u8fd9\u65e0\u5f62\u4e2d\u62ac\u9ad8\u4e86\u95e8\u69db\u2014\u2014\u5b83\u53ef\u80fd\u66f4\u9002\u5408\u5df2\u7ecf\u6df1\u5ea6\u7406\u89e3Agent\u5de5\u4f5c\u6d41\u3001\u4e14\u4e0d\u5deeToken\u7684\u6781\u5ba2\uff0c\u800c\u975e\u666e\u901a\u5f00\u53d1\u8005\u3002Hive\u7684\u91ce\u5fc3\u65b9\u5411\u6b63\u786e\uff0c\u4f46\u79bb\u201c\u8ba9\u5f00\u53d1\u8005\u53ea\u601d\u8003\u201d\u8fd9\u4e2a\u5b8f\u5927\u547d\u9898\uff0c\u8fd8\u6709\u6570\u4e0d\u6e05\u7684\u8fb9\u754c\u6761\u4ef6\u548c\u5931\u8d25\u8def\u5f84\u8981\u78e8\u5e73\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\">Hive<\/span>\n <\/div>\n<div class=\"comment-content\">Hive orchestrates work of SOTA coding agents (Claude\/Codex\/Pi), so they run autonomously and asynchronously from idea to PR, while you provide only the critical product decisions. Right in your terminal. So instead of watching 5 terminals, you can outsource agents babysitting to Hive and do something meaningful.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt \u2014 I’m Ivan, the maker of Hive.<\/p>\n<p>Hive is an open-source agent harness that drives SOTA coding agents (Claude, Codex, Pi) from a rough idea to a merge-ready PR. The mental model, borrowed from Kieran Klaassen’s “the folder is the agent,” is that every task is a directory: the folder’s location is its state, and the .md files inside are the work. A daemon moves a task through<em> ‘brainstorm \u2192 plan \u2192 code \u2192 multi-agent review \u2192 PR’<\/em>, and you only step in when an agent actually needs you \u2014 usually just answering the brainstorm questions in your own editor (vim, in my case).<\/p>\n<p>I’ve been dogfooding it hard. Hive’s own codebase \u2014 now 55k+ lines of Ruby, not counting tests \u2014 was mostly written by Hive itself (about 70% when I last measured), and the demo above is a real run on a fresh project that ended in this merged PR: <a href=\"https:\/\/github.com\/ivankuznetsov\/shipped\/pull\/1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/ivankuznetsov…<\/a>. <\/p>\n<p>The recently shipped Hive v0.2.0 added a repo patrol that opens PRs on its own, a babysitter daemon that keeps open PRs rebased and green, and Telegram idea capture with voice notes.<\/p>\n<p>You don’t even have to leave your agent: Hive ships an OpenClaw skill (`openclaw skills install hive-cli` gives you a `\/hive` command with guided setup), and you can drive it from inside the Hermes agent the same way.<\/p>\n<p>Honest caveats up front:<\/p>\n<p>– Hive is token-heavy by default (many subagents + multiple coding agents). It’s free and open source, but to really try it I’d recommend a Claude Max + ChatGPT Pro (Codex) subscription \u2014 that’s where it shines.<br \/>– Claude’s tmux mode (the default \u2014 it bills against your Claude subscription instead of API credits) is the newest part of the stack \u2014 expect some rough edges.<br \/>– I’m a solo dev building this in spare time, so testing across OSes and workflows is thin. Feedback and issues are very welcome.<br \/>– Prefer a browser? Hivebox \u2014 a dockerized Hive with a web UI \u2014 is the next release, about a two weeks out. The Discord hears about it first.<\/p>\n<p>Full write-up with the same demo: <a href=\"https:\/\/ikuznetsov.com\/posts\/introducing-hive\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/ikuznetsov.com\/posts\/int…<\/a><br \/>Discord: <a href=\"https:\/\/discord.gg\/Qg5E7rMt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/discord.gg\/Qg5E7rMt<\/a><br \/>Repo: <a href=\"https:\/\/github.com\/ivankuznetsov\/hive\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/ivankuznetsov…<\/a><\/p>\n<p>Happy to answer anything in the thread today<\/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>Interesting positioning. A lot of developers are comfortable delegating coding tasks to agents, but not necessarily the coordination layer around them.<\/p>\n<p>How do you handle conflicting outputs from multiple agents? Is Hive choosing the “best” solution automatically, or does it surface tradeoffs for the developer to decide?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@farrukh_butt1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@farrukh_butt1<\/a> triage with Claude. First of all agents don’t talk to each other, they write documents one after another, and they Claude triage the findings.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/QFPT72SXZ45KRI\" class=\"app-title\">Web Researcher MCP<\/a><\/p>\n<div class=\"one-liner\">The AI research assistant that cites real sources honestly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Web Researcher MCP \u662f\u4e00\u4e2a\u4e13\u4e3a AI \u7814\u7a76\u573a\u666f\u8bbe\u8ba1\u7684\u9a8c\u8bc1\u5c42\u5de5\u5177\uff0c\u80fd\u89e3\u51b3 AI \u52a9\u624b\u7f16\u9020\u8bba\u6587\u3001\u5f15\u7528\u5931\u6548\u6216\u9519\u628a SEO \u5783\u573e\u5f53\u6743\u5a01\u6765\u6e90\u7684\u75db\u70b9\uff0c\u786e\u4fdd\u8f93\u51fa\u7684\u6bcf\u6761\u5f15\u7528\u90fd\u53ef\u8ffd\u6eaf\u3001\u53ef\u9a8c\u8bc1\u3001\u6765\u6e90\u771f\u5b9e\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/124ef25f-e989-4430-9d2c-5c9d892ab838.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\/d9b0b5c5-fed7-40f7-aec1-ed65c496799a.gif?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\/04e7867c-e1a2-48f6-8899-5fb960dfecb5.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=pxok9ftpnO4\"><source src=\"https:\/\/www.youtube.com\/watch?v=pxok9ftpnO4\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Search<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI \u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5f15\u7528\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u5b66\u672f\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u6587\u732e\u53ef\u9760\u6027<\/span><br \/>\n <span class=\"tag\">MCP \u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6cd5\u5f8b\/\u91d1\u878d\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u64a4\u9500\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u6b7b\u94fe\u5b58\u6863<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Go \u8bed\u8a00<\/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\u6307\u51fa\u6838\u5fc3\u95ee\u9898\u662f AI \u52a9\u624b\u5e38\u81ea\u4fe1\u5730\u5f15\u7528\u4e0d\u5b58\u5728\u7684\u8bba\u6587\u3001\u88ab\u64a4\u56de\u7684\u8bba\u6587\u6216 SEO \u5783\u573e\uff0c\u800c\u73b0\u6709\u7814\u7a76\u5de5\u5177\u53ea\u641c\u7d22\u3001\u4e0d\u9a8c\u8bc1\u3002\u5b9e\u9645\u7528\u6237\uff08\u6cd5\u5f8b\u3001\u91d1\u878d\u3001\u5b66\u672f\u7b49\uff09\u53cd\u9988\u8be5 MCP \u5df2\u89e3\u51b3\u591a\u9886\u57df\u7684\u5f15\u7528\u9020\u5047\u95ee\u9898\uff0c\u4f46\u8bc4\u8bba\u533a\u6682\u65e0\u660e\u663e\u6539\u8fdb\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 Web Researcher MCP \u7684\u5b9a\u4f4d\u7cbe\u51c6\u800c\u5201\u94bb\u2014\u2014\u5b83\u4e0d\u8bd5\u56fe\u505a\u5927\u800c\u5168\u7684 AI \u641c\u7d22\u52a9\u624b\uff0c\u800c\u662f\u76f4\u51fb\u5f53\u524d\u5927\u6a21\u578b\u6700\u7f9e\u803b\u7684\u8f6f\u808b\uff1a\u7f16\u9020\u5f15\u7528\u3002\u5f53 ChatGPT \u4fe1\u8a93\u65e6\u65e6\u7ed9\u4f60\u4e00\u7bc7\u4e0d\u5b58\u5728\u7684 Nature \u8bba\u6587\uff0c\u6216\u8005 Perplexity \u628a\u4e2a\u4eba\u535a\u5ba2\u548c\u6700\u9ad8\u6cd5\u9662\u5224\u51b3\u5e76\u5217\u5f15\u7528\u65f6\uff0c\u7528\u6237\u9700\u8981\u7684\u4e0d\u662f\u4e00\u4e2a\u201c\u66f4\u4f1a\u641c\u201d\u7684\u4ee3\u7406\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u6562\u8bf4\u771f\u8bdd\u201d\u7684\u8d28\u68c0\u5458\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u6280\u672f\u5b9e\u73b0\u770b\uff0cGo \u4e8c\u8fdb\u5236\u3001\u96f6\u914d\u7f6e\u3001\u652f\u6301\u4efb\u610f MCP \u5ba2\u6237\u7aef\uff0c\u8fd9\u4e9b\u8bbe\u8ba1\u51b3\u5b9a\u4e86\u5b83\u4e0d\u662f\u4e00\u4e2a\u201c\u5de5\u5177\u201d\u800c\u662f\u4e00\u4e2a\u201c\u534f\u8bae\u5c42\u201d\u3002\u5b83\u62e6\u622a AI \u7684\u751f\u6210\u7269\uff0c\u628a\u201c\u641c\u7d22\u6458\u8981\u201d\u5347\u7ea7\u4e3a\u201c\u5f15\u7528\u5ba1\u8ba1\u201d\u2014\u2014Crossref \u505a\u64a4\u9500\u68c0\u6d4b\u3001Wayback Machine \u505a\u6b7b\u94fe\u4fee\u590d\u3001DOI \u5b9e\u65f6\u6821\u9a8c\uff0c\u8fd9\u4e9b\u52a8\u4f5c\u8ba9 AI \u8f93\u51fa\u7684\u201c\u5e7b\u89c9\u6587\u732e\u201d\u65e0\u5904\u9041\u5f62\u3002\u8fd9\u6bd4\u90a3\u4e9b\u5806\u780c\u641c\u7d22\u6e90\u5374\u4ece\u4e0d\u9a8c\u8bc1\u771f\u4f2a\u7684\u201c\u7814\u7a76\u52a9\u624b\u201d\u9ad8\u51fa\u4e00\u4e2a\u7ef4\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u4e5f\u8981\u6cfc\u51b7\u6c34\uff1a\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u5916\u90e8\u6570\u636e\u5e93\u7684\u53ca\u65f6\u6027\u548c\u5f00\u653e\u6027\u3002Crossref Retraction Watch \u7684\u8986\u76d6\u5e76\u975e\u5b8c\u7f8e\uff0c\u5bf9\u4e2d\u6587\u3001\u5c0f\u4f17\u8bed\u79cd\u8bba\u6587\u7684\u64a4\u9500\u8bb0\u5f55\u51e0\u4e4e\u7a7a\u767d\uff1bWayback Machine \u7684\u5b58\u6863\u5ef6\u8fdf\u4e5f\u8ba9\u67d0\u4e9b\u201c\u521a\u6b7b\u94fe\u201d\u65e0\u6cd5\u7acb\u523b\u8865\u6551\u3002\u53e6\u5916\uff0c\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u88ab\u52a8\u9632\u5fa1\u5c42\u2014\u2014\u5982\u679c AI \u6a21\u578b\u672c\u8eab\u4e0d\u8c03\u7528\u5b83\uff0c\u6216\u8005\u7528\u6237\u4e0d\u77e5\u9053\u5982\u4f55\u914d\u7f6e MCP \u5ba2\u6237\u7aef\uff0c\u90a3\u5b83\u5c31\u662f\u4e2a\u201c\u6ca1\u4eba\u7528\u7684\u6b7b\u5e93\u201d\u3002\u5f53\u524d 9 \u7968\u7684 Product Hunt \u70ed\u5ea6\u4e5f\u8bf4\u660e\uff0c\u8fd9\u4ecd\u662f\u4e00\u4e2a\u6781\u5ba2\u5149\u73af\u6d53\u539a\u7684\u5de5\u5177\uff0c\u800c\u975e\u5927\u4f17\u6d88\u8d39\u54c1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u662f\u5b83\u7684\u6a21\u5f0f\uff1aAI \u4ea7\u4e1a\u7684\u4e0b\u4e00\u9636\u6bb5\uff0c\u4e0d\u662f\u201c\u66f4\u806a\u660e\u7684\u751f\u6210\u201d\uff0c\u800c\u662f\u201c\u66f4\u53ef\u9760\u7684\u9a8c\u8bc1\u201d\u3002Web Researcher MCP \u6070\u597d\u662f\u8fd9\u6761\u8def\u4e0a\u7684\u4e00\u679a\u8def\u6807\uff0c\u867d\u7136\u7a84\uff0c\u4f46\u65b9\u5411\u5bf9\u4e86\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\">Web Researcher MCP<\/span>\n <\/div>\n<div class=\"comment-content\">Search the entire web or narrow it down to just the sites you trust; medical journals, court databases, news outlets, academic papers. Analyze the full source, not just snippets. Links that work, citations you can trust, no made up closed garden pre-synthesized results. Your AI links to papers that don’t exist, invents DOIs, and presents SEO spam with the same confidence as peer-reviewed research. It can’t even tell a blog post from a court filing. This MCP solves it.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey PH! I built web-researcher-mcp after watching AI assistants confidently cite papers that don’t exist \u2014 or worse, cite real papers that were retracted years ago.<\/p>\n<p>The problem: most AI research tools just search and summarize. None of them check whether what they found is actually true.<\/p>\n<p>So I built the verification layer: citation verification against live DOI records, retraction detection via Crossref Retraction Watch, dead-link archiving via Wayback Machine, and full bibliography audit (BibTeX\/RIS\/CSL-JSON). Plus 35+ search tools \u2014 web, academic, patent, legal, financial data.<\/p>\n<p>It’s a single Go binary, zero config, works with Claude, Cursor, or any MCP client. MIT licensed.<\/p>\n<p>Would love to hear how researchers and developers are using it \u2014 and what verification gaps you’re still hitting!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.linkedin.com\/pulse\/sloptimization-ai-citation-rot-tools-fight-back-zohar-babin-xcahc?utm_source=share&utm_medium=member_ios&utm_campaign=share_via\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.linkedin.com\/pulse\/sloptimization-ai-citation-rot-tools-fight-back-zohar-babin-xcahc<\/a><\/p>\n<\/p>\n<p>This article gives more background to the story of why this MCP exists with some real world examples.<\/p>\n<\/p>\n<p>Quality search is still a real problem with all the various AI assistants out there. This MCP has been in live real use by many people across different roles (legal, finance, academic, developers, product management, and every day use) for few months now, and I\u2019ve been building and extending it per real world use-cases and needs. Feel free to try and share \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/NEEHSWK7GD6RLR\" class=\"app-title\">Roast My Resume<\/a><\/p>\n<div class=\"one-liner\">AI roasts your resume. You screenshot the trauma.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">8<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u901a\u8fc7AI\u4ee5\u5e7d\u9ed8\u6bd2\u820c\u7684\u201c\u8bf4\u5531\u5f0f\u5410\u69fd\u201d\u89e3\u6790\u7b80\u5386\u5185\u5bb9\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5a31\u4e50\u4e2d\u5ba1\u89c6\u7b80\u5386\u4e2d\u7684\u5938\u5927\u8868\u8ff0\uff0c\u8f7b\u677e\u5206\u4eab\u793e\u4ea4\u5361\u7247\uff0c\u89e3\u51b3\u7b80\u5386\u81ea\u6211\u7f8e\u5316\u8fc7\u5ea6\u5374\u65e0\u4eba\u6307\u51fa\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb3f2cdf-86b7-43a4-97b0-59a4b3068836.avif?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\">Web App<\/span><br \/>\n <span class=\"tag\">Hiring<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7b80\u5386\u5410\u69fd<\/span><br \/>\n <span class=\"tag\">AI\u5e7d\u9ed8\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u804c\u573a\u5a31\u4e50<\/span><br \/>\n <span class=\"tag\">\u81ea\u6211\u6539\u8fdb<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u75c5\u6bd2\u4f20\u64ad<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5206\u4eab<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u533f\u540d\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5b9e\u9a8c<\/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\u8da3\u5473\u6027\uff0c\u4f46\u8d28\u7591\u662f\u5426\u771f\u6b63\u80fd\u8f85\u52a9\u7b80\u5386\u6539\u8fdb\uff0c\u8ba4\u4e3a\u66f4\u50cf\u5a31\u4e50\u6216\u793e\u4ea4\u4f20\u64ad\u5185\u5bb9\u3002\u5f00\u53d1\u8005\u56de\u5e94\u79f0\u662f\u57fa\u4e8e\u9605\u8bfb\u4e00\u672c\u4e66\u7684\u8bd5\u9a8c\uff0c\u672a\u5f3a\u8c03\u5b9e\u7528\u6027\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u4e8e\u529f\u80fd\u5b9a\u4f4d\u6a21\u7cca\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 \u201cRoast My Resume\u201d\u7684\u672c\u8d28\u662f\u4e00\u573a\u7cbe\u5fc3\u5305\u88c5\u7684\u201c\u81ea\u5632\u884c\u4e3a\u827a\u672f\u201d\u3002\u5b83\u4ee58\u7968\u7684\u5fae\u5c0f\u70ed\u5ea6\u767b\u9646Product Hunt\uff0c\u663e\u7136\u6ca1\u6253\u7b97\u6210\u4e3a\u4e0b\u4e00\u4e2a\u201c\u7b80\u5386\u4f18\u5316\u72ec\u89d2\u517d\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u6539\u5584\u7b80\u5386\u201d\u2014\u2014\u5c11\u6709\u4eba\u4f1a\u771f\u9760\u4e00\u573aAI\u6bd2\u820c\u6765\u4fee\u6539\u5de5\u4f5c\u7ecf\u5386\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u5168\u4eba\u7c7b\u901a\u7528\u7684\u793e\u4ea4\u9700\u6c42\uff1a\u81ea\u9ed1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u8bbe\u8ba1\u903b\u8f91\u975e\u5e38\u6e05\u6670\uff1a\u4f4e\u95e8\u69db\uff08\u7c98\u8d34\u7b80\u5386\uff09\u3001\u9ad8\u4f20\u64ad\u6027\uff08\u622a\u56fe\u5206\u4eab\u5361\u7247\uff09\u3001\u5f3a\u60c5\u7eea\u6807\u7b7e\uff08\u201c\u8f7b\u5ea6\u521b\u4f24\u201d\uff09\u3002\u8fd9\u5e76\u975e\u5de5\u5177\uff0c\u800c\u662f\u5185\u5bb9\u751f\u4ea7\u5668\u3002\u7528\u6237\u751f\u6210\u7684\u4e0d\u662f\u4fee\u6539\u7248\u7b80\u5386\uff0c\u800c\u662f\u4e00\u5f20\u201c\u6211\u88abAI\u9a82\u4e86\u201d\u7684\u793e\u4ea4\u8d27\u5e01\u3002\u4ece\u5f00\u53d1\u8005\u76f4\u8a00\u201c\u53ea\u662f\u8bd5\u9a8c\u4e00\u672c\u4e66\u201d\u6765\u770b\uff0c\u4ea7\u54c1\u672c\u8eab\u662f\u8f7b\u91cf\u7ea7\u7684\uff0c\u751a\u81f3\u4e0d\u5728\u610f\u7559\u5b58\u7387\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u95ee\u9898\u4e5f\u5f88\u660e\u663e\uff1aAI\u7684\u201c\u5410\u69fd\u201d\u82e5\u7f3a\u4e4f\u7ed3\u6784\u5316\u7684\u5206\u6790\u5efa\u8bae\uff0c\u5f88\u5feb\u5c31\u6ca6\u4e3a\u4e00\u6b21\u6027\u73a9\u5177\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u201c\u662f\u5426\u771f\u7684\u6709\u7528\u201d\u7684\u7591\u95ee\uff0c\u6b63\u662f\u4ea7\u54c1\u5929\u82b1\u677f\u6240\u5728\u2014\u2014\u82e5\u4e0d\u63a5\u5165\u5b9e\u8d28\u6027\u7684\u7b80\u5386\u4f18\u5316\u5efa\u8bae\uff08\u6bd4\u5982\u6307\u51fa\u67d0\u79cd\u8868\u8ff0\u5728ATS\u7cfb\u7edf\u4e2d\u7684\u901a\u8fc7\u7387\uff09\uff0c\u5b83\u6c38\u8fdc\u53ea\u80fd\u662f\u201c\u529e\u516c\u5ba4\u95f2\u804a\u795e\u5668\u201d\uff0c\u800c\u975e\u804c\u573a\u8f85\u52a9\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4e00\u53e5\u8bdd\u9510\u8bc4\uff1a\u5b83\u75db\u51fb\u4e86\u7b80\u5386\u9020\u5047\u7684\u666e\u904d\u7126\u8651\uff0c\u5374\u628a\u4f24\u53e3\u5f53\u6210\u4e86\u7ec8\u70b9\uff0c\u800c\u975e\u8d77\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\">Roast My Resume<\/span>\n <\/div>\n<div class=\"comment-content\">AI roasts your resume with battle-rap energy. Paste your ‘7 years of robust full-stack experience’ and watch it translate to ‘7 years of making stuff up as I go along.’ Then screenshot the share card. Free. Anonymous. Mildly traumatic.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built this because my resume said ‘passionate self-starter’ 4 times and I needed an intervention.<br \/>\nPaste yours. I dare you. The AI finds every lie you’ve told yourself. \ud83d\udd25<br \/>\nWhat’s the cringiest line on your resume? Top 3 get roasted live in the replies. \ud83d\udc47<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a fun hook. Curious though, do you think the \u201croast\u201d actually helps users improve their resume, or is it more purely entertainment\/shareable content?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@farrukh_butt1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@farrukh_butt1<\/a> i just build this to experiment a book i read. not a big thing. whats about you bro?<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span 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{"id":252,"date":"2026-06-15T13:30:58","date_gmt":"2026-06-15T05:30:58","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/06\/15\/2026-06-14\/"},"modified":"2026-06-15T13:30:58","modified_gmt":"2026-06-15T05:30:58","slug":"2026-06-14","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/06\/15\/2026-06-14\/","title":{"rendered":"PH\u70ed\u699c | 2026-06-14"},"content":{"rendered":"

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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-06-14<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-06-14<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/723Q6GNIWDBMQM\" class=\"app-title\">Slashy<\/a><\/p>\n<div class=\"one-liner\">The AI assistant that does email for you<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">373<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Slashy\u662f\u4e00\u6b3eAI\u539f\u751f\u90ae\u4ef6\u5ba2\u6237\u7aef\uff0c\u901a\u8fc7\u8fde\u63a5\u65e5\u5386\u3001CRM\u548c\u4f1a\u8bae\u8bb0\u5f55\u7b49\u4e0a\u4e0b\u6587\uff0c\u81ea\u52a8\u5b66\u4e60\u7528\u6237\u5199\u4f5c\u98ce\u683c\uff0c\u4ee3\u5199\u4e2a\u6027\u5316\u90ae\u4ef6\u5e76\u7ba1\u7406\u8ddf\u8fdb\u4efb\u52a1\uff0c\u5e2e\u7528\u6237\u628a\u82b1\u5728\u6536\u4ef6\u7bb1\u7684\u65f6\u95f4\u4ece\u6bcf\u59292\u5c0f\u65f6\u4ee5\u4e0a\u538b\u7f29\u523010\u5206\u949f\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/352d13d9-89fb-44cf-8ff5-605a27e3d028.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\/36480bf1-d638-4008-8213-a2a2700449c9.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\/8fe525be-16cb-4f34-b2b9-4795cfaf2543.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\/6da45a0a-085a-4316-a875-b87fbe4ddd78.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\/d4e65028-06ec-42a0-9f7e-abc49f923932.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\/695c5f6e-990a-4c3b-8875-c07394054a7f.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\/3f2e189c-82d3-4379-81cf-883b8b5db6bd.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/q_BxStunExw\"><source src=\"https:\/\/youtu.be\/q_BxStunExw\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Virtual Assistants<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u90ae\u4ef6\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6536\u4ef6\u7bb1<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u5199\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u8bb0\u5fc6<\/span><br \/>\n <span class=\"tag\">\u65e5\u7a0b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u4f18\u5148\u7ea7\u6392\u5e8f<\/span><br \/>\n <span class=\"tag\">\u591a\u8d26\u6237\u7edf\u4e00\u6536\u4ef6\u7bb1<\/span><br \/>\n <span class=\"tag\">iMessage\/Slack\u96c6\u6210<\/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\u6838\u5fc3\u5173\u6ce8\u70b9\uff1a1. \u8de8\u8d26\u6237\u54c1\u724c\/\u4e0a\u4e0b\u6587\u7684\u5b8c\u5168\u9694\u79bb\u80fd\u529b\uff08\u5df2\u6709\u652f\u6301\uff09\uff1b2. \u4e2a\u6027\u5316\u5b66\u4e60\u4e0e\u5f3a\u5316\u4e0d\u826f\u4e60\u60ef\u95f4\u7684\u5e73\u8861\uff1b3. \u9664Gmail\u5916\u3001Outlook\u53ca\u5176\u4ed6\u5e73\u53f0\u652f\u6301\u73b0\u72b6\uff08\u5f53\u524d\u4ec5Gmail\uff09\uff1b4. \u4e0eGranola\u7b49\u7b14\u8bb0\u5de5\u5177\u7684\u81ea\u52a8\u8d77\u8349\u8054\u52a8\uff08\u5df2\u6709\u96c6\u6210\u4f46\u9700\u914d\u7f6e\uff09\uff1b5. \u641c\u7d22\u529f\u80fd\u83b7\u8ba4\u53ef\uff0c\u671f\u5f85MCP\u63a5\u53e3\u548c\u4ee3\u7406\u8fdb\u4e00\u6b65\u6269\u5c55\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 Slashy\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u6ca1\u6709\u628a\u81ea\u5df1\u5b9a\u4f4d\u6210\u4e00\u4e2a\u201cAI\u5199\u4f5c\u63d2\u4ef6\u201d\uff0c\u800c\u662f\u76f4\u63a5\u9009\u62e9\u91cd\u5efa\u4e00\u4e2a\u90ae\u4ef6\u5ba2\u6237\u7aef\u3002\u8fd9\u662f\u4e00\u4e2a\u6210\u672c\u6781\u9ad8\u4f46\u56de\u62a5\u4e5f\u6781\u9ad8\u7684\u51b3\u7b56\u2014\u2014\u56e0\u4e3a\u53ea\u8981\u642d\u5728Gmail\u6216Outlook\u4e0a\u7684\u5957\u58f3\uff0c\u6c38\u8fdc\u62ff\u4e0d\u5230\u6700\u5e95\u5c42\u7684\u64cd\u4f5c\u6743\u9650\u548c\u5b8c\u6574\u4e8b\u4ef6\u6d41\uff0c\u4e5f\u5c31\u6c38\u8fdc\u505a\u4e0d\u51fa\u771f\u6b63\u7684\u81ea\u52a8\u5316\u3002\u5b83\u901a\u8fc7\u8fde\u63a5\u65e5\u5386\u3001CRM\u3001\u4f1a\u8bae\u7b14\u8bb0\uff0c\u83b7\u5f97\u7684\u4e0d\u4ec5\u662f\u8bed\u5883\uff0c\u66f4\u662f\u4e00\u4e2a\u201c\u4f60\u5c06\u8981\u505a\u4ec0\u4e48\u3001\u505a\u8fc7\u4ec0\u4e48\u201d\u7684\u884c\u4e3a\u56fe\u8c31\u3002\u8fd9\u624d\u662fAI\u4ee3\u7406\u771f\u6b63\u7684\u71c3\u6599\uff0c\u800c\u975e\u7b80\u5355\u770b\u51e0\u5c01\u90ae\u4ef6\u5c31\u80fd\u201c\u590d\u523b\u4f60\u7684\u8bed\u6c14\u201d\uff0c\u540e\u8005\u4e0d\u8fc7\u662f\u8425\u9500\u4e0a\u7684\u6f02\u4eae\u8bf4\u8f9e\uff0c\u6280\u672f\u4e0a\u4ef7\u503c\u6709\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u7528\u6237\u53cd\u9988\u770b\uff0c\u5b83\u786e\u5b9e\u89e3\u51b3\u4e86\u201c\u9690\u5f62\u5de5\u4f5c\u201d\u7684\u75db\uff1a\u90a3\u4e9b\u4e0d\u4f1a\u8df3\u8fdb\u4f60\u65e5\u7a0b\u3001\u4f46\u4e00\u4e0d\u8ddf\u8fdb\u5c31\u4f1a\u4e22\u5355\u7684\u8ddf\u8fdb\u4e8b\u9879\u3002\u800c\u81ea\u52a8\u8d77\u8349+\u5ba1\u6838\u7684\u6a21\u5f0f\uff0c\u8ba9AI\u626e\u6f14\u7684\u662f\u201c\u52a9\u7406\u8d77\u8349\u3001\u4f60\u5148\u5ba1\u540e\u53d1\u201d\u7684\u89d2\u8272\uff0c\u800c\u975e\u66ff\u4f60\u505a\u51b3\u5b9a\u2014\u2014\u8fd9\u4e00\u70b9\u51b3\u5b9a\u4e86\u7528\u6237\u7684\u4fe1\u4efb\u4e0b\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u98ce\u9669\u540c\u6837\u660e\u663e\u3002\u9ad8\u5ea6\u4f9d\u8d56\u591a\u6e90\u96c6\u6210\u610f\u5473\u7740\u6bcf\u4e00\u4e2a\u8fde\u63a5\u70b9\u90fd\u53ef\u80fd\u5d29\u574f\uff0c\u800c\u4e00\u65e6\u65e5\u5386\u6216CRM\u540c\u6b65\u51fa\u95ee\u9898\uff0cSlashy\u7684\u201c\u667a\u80fd\u201d\u5c31\u7acb\u523b\u964d\u683c\u4e3a\u666e\u901a\u7684\u6587\u7b14\u4f18\u5316\u5668\u3002\u6b64\u5916\uff0c\u8de8\u89d2\u8272\u3001\u8de8\u573a\u666f\u7684\u4e2a\u6027\u5316\u8bb0\u5fc6\u4e0e\u5176\u8bf4\u662f\u4e00\u79cd\u80fd\u529b\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u4e2a\u9690\u5f62\u7684\u4fe1\u606f\u7ba1\u7406\u6210\u672c\u2014\u2014\u7528\u6237\u9700\u8981\u6e05\u9192\u5730\u610f\u8bc6\u5230\uff0cAI\u6b63\u5728\u5b66\u4e60\u7684\u662f\u201c\u4f60\u8fc7\u53bb\u7684\u60ef\u6027\u201d\uff0c\u800c\u4e0d\u662f\u201c\u4f60\u66f4\u597d\u7684\u672a\u6765\u201d\u3002\u8bef\u7528\u4e60\u60ef\u4e0e\u56fa\u5316\u7aa0\u81fc\uff0c\u662f\u8fd9\u7c7b\u5de5\u5177\u6700\u5bb9\u6613\u5ffd\u7565\u7684\u526f\u4f5c\u7528\u3002\n <\/p>\n<p class=\"ai-content\">\n \u76ee\u524d\u53ea\u80fd\u652f\u6491Gmail\uff0c\u7528\u6237\u7fa4\u91cc\u4e0d\u5c11PC\u548cOutlook\u7528\u6237\u88ab\u6321\u5728\u95e8\u5916\uff0c\u8fd9\u662f\u521a\u4e0a\u7ebf\u671f\u5fc5\u987b\u5feb\u901f\u8865\u4e0a\u7684\u77ed\u677f\u3002\u603b\u7684\u6765\u8bf4\uff0cSlashy\u62ff\u51fa\u4e86\u201c\u5ba2\u6237\u7aef\u7ea7\u201d\u7684\u8bda\u610f\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u63d2\u4ef6\u7ea7\u7684\u82b1\u6d3b\uff1b\u4f46\u8981\u4ece\u201c\u8ba9\u65e9\u671f\u7528\u6237\u60ca\u53f9\u201d\u8de8\u8d8a\u5230\u201c\u57fa\u7840\u8bbe\u65bd\u7ea7\u4ea7\u54c1\u201d\uff0c\u8fd8\u6709\u4e00\u6b65\u4e4b\u9065\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\">Slashy<\/span>\n <\/div>\n<div class=\"comment-content\">Slashy is an AI-native email client and assistant that drafts replies in your voice, triages what matters, and makes sure no follow-up slips, so you spend less time in your inbox and more time on what matters. It connects to your email, calendar, CRM, and meeting notes and learns how you work, so you can ask Slashy to prep you for your next meeting, draft a follow-up, clear your inbox to zero, track who still owes you a reply, or fire off an email from iMessage or Slack while you’re on the go.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m Harsha, co-founder\/chief email officer of Slashy (text me at 262-271-5339).<\/p>\n<p>A few months ago we sat down and asked ourselves a simple question: why did every AI tool we used to write email suck?<\/p>\n<p>They could all write. But the drafts were generic. They didn’t know who we were talking to, what we’d already said, what got discussed in the last meeting, or how we actually write. No context. No memory. You’d paste in the same background every single time and still get something that sounded like a press release instead of you. And none of them actually did anything. They’d hand you a draft, but never notice the follow-up you forgot or clear the noise out of your inbox.<\/p>\n<p>So we built Slashy.<\/p>\n<p>Slashy is an AI-native email client and assistant that drafts replies in your voice, triages what matters, and makes sure no follow-up slips. The drafts actually sound like you, not the generic AI slop you can spot a mile away, because Slashy connects to your calendar, CRM, and meeting notes for real context, and learns how you write. It gets sharper every time you correct it. That’s the shift: with AI, software can finally learn from how you use it instead of waiting to be configured.<\/p>\n<p>If you’ve used Superhuman, think of it this way: Slashy has everything it does, the speed, the keyboard shortcuts, the command palette, plus it actually does the work for you. And it acts from wherever you are: your desk, iMessage, or Slack.<\/p>\n<p>It also works in the background. Set up automations once and Slashy runs them for you. It preps you before every call, pings you the moment a customer emails or opens something you sent, drafts your post-meeting follow-ups, and handles the repetitive inbox work so you don’t have to think about it. Heck you can even text Slashy to create calendar events on the go.<\/p>\n<p>And there’s a lot more under the hood: manage all your email accounts in one place, share your availability and book meetings without leaving your inbox, snippets, scheduled send, bulk unsubscribe, read receipts. Everything you’d expect from a serious email client, done well. Not just the AI parts.<\/p>\n<p>A few things Slashy has already done for early users:<\/p>\n<p>\u2705 Took a founder from 2+ hours a day in email down to about ten minutes. In their words: “everything’s already sorted and there are drafts waiting that actually sound like me, I don\u2019t even need my EA anymore\u201c<\/p>\n<p>\u2705 Saved a $500k deal that was about to slip through the cracks<\/p>\n<p>\u2705 Helped a founder close their Series B, by managing all scheduling, and ensuring no investor got ghosted.<\/p>\n<p>\u2705 Made countless users cancel their Superhuman and Fyxer subscriptions.<\/p>\n<p>The goal is simple: you spend your attention on the work only you can do, and Slashy handles the rest so nothing falls through the cracks.<\/p>\n<p>It’s used by everyone from pre-seed founders to investors to sales teams at fast-growing startups like Corgi, Datafruit, and Autumn.<\/p>\n<p>\ud83c\udf81 For Product Hunt: you can get started for $0, and SLASHYFRIENDS gets you 20% off all subscriptions, lifetime.<\/p>\n<p>I’ll be here all day with the team, and every comment gets a reply. I’d love to hear: what’s the thing you hate the most about email and scheduling \ud83d\udc47<\/p><\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> Great Man!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> Massive congratulations on the launch! \ud83d\udca5<\/p>\n<\/p>\n<p>The biggest problem I’ve had with AI email tools isn’t writing the email. It’s remembering the context behind the email and making sure important follow ups don’t disappear into the inbox.<\/p>\n<\/p>\n<p>One question: as Slashy learns from a user’s writing style and behavior over time, how do you balance personalization with avoiding bad habits or mistakes being reinforced by the system?<\/p>\n<\/p>\n<p>Wishing you and the team an amazing launch! \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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> Ok, THIS might just be the answer to my prayers! Just tell me this isn’t just for cool Apple users – us PCers need some love too!! AND hopefully I can connect Outlook email and not just Gmail <em>fingers crossed<\/em>. Congrats on building Slashy – it sounds amazing!<\/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>the connects to email, calendar, CRM, and meeting notes all at once is the setup that determines whether this becomes infrastructure you depend on or a tool you trial and abandon. each integration is a potential point of failure and the value compounds only when all of them are working. what does onboarding actually look like and how long before the cross-context awareness starts producing useful outputs rather than just having access to the data<\/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\/@ansari_adin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansari_adin<\/a> Only one way to find out!<\/p>\n<p>But in all seriousness it should only take 5 minutes to get set up and started<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Kudos for making this serious, full-stack email client instead of just a wrapper plugin. Quick question. If run two different businesses from two different accounts, does Slashy keep the context and brand voices completely separate? <a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> <\/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\/@vikramp7470\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikramp7470<\/a> Yep! We create memories, and look at past emails from each account to make sure, context that should be shared is, and context that should be separate is \ud83d\ude42<\/p>\n<p>We’re the only email agent thats built for multi-inbox workflows<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>been using it for 3months now, the email search is really good. i\u2019m waiting for some upcoming updates where my agents can also use Slashy, that\u2019d be pretty sick. are you folks working on that?<\/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\/@saksham_aggarwal7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@saksham_aggarwal7<\/a> Hey Saksham our MCP is actually the only one that supports multi-inbox, calendar, and can update Slashy’s personalized memory.<\/p>\n<p>Teams like Agentmail already love it \ud83d\ude42<\/p>\n<p>Can check it here: <a href=\"https:\/\/help.slashy.com\/how-to-guides\/slashy-mcp-claude-desktop\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/help.slashy.com\/how-to-guides\/slashy-mcp-claude-desktop<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">Slashy is an awesome product. It\u2019s the only email client I\u2019ve stuck to. Been a user of the product for a few months now, and it\u2019s the best email assistant I\u2019ve used. Congrats on the launch @harsha_gaddipati and @dhruv_roongta<\/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\/@dhruv_roongta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dhruv_roongta<\/a> <a href=\"https:\/\/www.producthunt.com\/@rahulkumaran313\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahulkumaran313<\/a> Love the kind words <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>By far one of the best productivity tools out there!!! Completely changed how I view email and how I manage my time. The texting agent is incredibly helpful in between meetings and when youre on the go. lets gooooo slashy team!!! <\/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\/@daniel_paredes5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_paredes5<\/a> <3 Knicks in 5<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Slashy is great! I use it for everything<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a student, I receive a lot of emails from teachers, clubs, and projects. Slashy looks like a great way to save time and keep my inbox organized. The AI-powered reply feature seems especially useful for busy students. Congrats on the launch and good luck! <\/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\/@bhumi_yadav\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhumi_yadav<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>slashy has been great for my founder inbox. huge congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@haokun_qin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haokun_qin1<\/a> Thanks<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Building a full client instead of bolting onto Gmail is the part most people won’t touch, I guess the switching cost scares everyone into shipping another wrapper! So the voice memory has to carry real weight to justify the move, and it reads like you know that. Congrats on the launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@artstavenka1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artstavenka1<\/a> Thanks, yep think you need to build the client to be the most useful<\/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, this is amazing. Does it work with Gmail and other mail clients?<\/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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> Currently only gmail\/ Google Workspace<\/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>What specifically does Slashy do that existing tools like Superhuman, Fyxer, Gmail AI, Outlook Copilot, and others cannot?<\/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\/@jn263\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jn263<\/a> Hey!<\/p>\n<p>1) It has a personalized memory system that self updates, and learns from you automatically. For example whenever you change a draft, send an email, or archive something.<\/p>\n<p>2) Supports unified inbox, so you can have multiple accounts in one<\/p>\n<p>3) Can run automations like meeting briefings, texts when someone opens an email, and more<\/p>\n<p>4) Has AI that actually works<\/p>\n<p>5) Has an iMessage\/Slack bot you can use on the go.<\/p>\n<p>There’s a lot more, but usually tbh 4 is what gets people even though there’s a lot of other cool features we 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks very useful, looks like a lot of the tedious work that I deal with in emails will be solved by this. Probably will be using the priority feature heavily, as it’s becoming hard to find which emails need my attention now<\/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\/@kartik_sarangmath1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kartik_sarangmath1<\/a> If you ever need help getting set up here’s my cal link: <a href=\"https:\/\/cal.com\/slashy\/30min\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">cal.com\/slashy\/30min<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Happy user here, great product from a great team. The sippet insert feature is killer! <\/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\/@smyhre\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@smyhre<\/a> Thank you!!!<\/p>\n<p>Still a lot to go \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>Slashy is great \u2014 making it possible to avoid thinking about the minutiae of sending emails. Only feedback is more integrations or background work that leverage available context (eg auto drafts using notes from Granola meeting)<\/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\/@josephthomas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josephthomas<\/a> Hey!<\/p>\n<p>We have a Granola integration, if you go integrations -> Granola you can connect it.<\/p>\n<p>Then just tell Slashy to draft automatically with notes from Granola meetings, and this should work!<\/p>\n<p>Is a pretty common workflow \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>Been using it for the last few months and honestly love it, especially the iMessage integration! One of the smoothest experiences I\u2019ve had getting used to a new product.<\/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\/@wocheslander\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wocheslander<\/a> Thanks <3<\/p>\n<p>Was a lot of work and user feedback\/iterations to get here.<\/p>\n<p>If only we had Fable for this \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats, going to try it.<\/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\/@vedhsaka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vedhsaka<\/a> Awesome if you need help, here’s my cal: <a href=\"https:\/\/cal.com\/slashy\/30min\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">cal.com\/slashy\/30min<\/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>Been using for over a month now. It\u2019s saved so many hours for me plus my emails are now very personalized. <\/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\/@pratikmundra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pratikmundra<\/a> Appreciate it <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>How do you stop Slashy from texting you every single email? Is there some way to filter out only important emails?<\/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\/@anmolcs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anmolcs<\/a> Just text Slashy to only send you important ones!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been following slashy for a while super excited to see what you guys shipped today!<\/p>\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@harsha_gaddipati\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"harsha_gaddipati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harsha_gaddipati<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suryansh_tiwari2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suryansh_tiwari2<\/a> Thanks!<\/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\">Looks promising!<br \/>\nBulk email management like delete, archive, labeling, moving, forwarding, and smart filtering would be great.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Been using it every day. Especially enjoying the slashy text chat. <\/p>\n<\/p>\n<p>Phenomenal humans and phenomenal product.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Firing off emails from iMessage while on the go is genuinely something I never knew I needed until just now. The voice-matching piece is what separates useful AI email from the stuff that sounds like a robot wrote it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Looks promising! Bulk email management like delete, archive, labeling, moving, forwarding, and smart filtering would be great.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>top tier product, top tier team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@spideruv\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@spideruv<\/a> ty!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Awesome product! My cofounder and I use it a lot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shivkampani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shivkampani<\/a> Goat<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>best sales team in the world, always on and the tool is actually better than superhuman no joke. if there is an issue – you ping them and they fix it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@adi_singh5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adi_singh5<\/a> Thanks <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 attest that slashy is excellent<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dexter_horthy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dexter_horthy<\/a> Appreiciate it <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\u2019m using Poke for these features at the moment, any significant features or reasons I should switch?<\/div>\n<div class=\"comment-actions\">\n<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\/@bigyahu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bigyahu<\/a> If you’re happy with poke no need!<\/p>\n<p>But for people whose workloads are heavier\/reliability is a concern find switching to an email client + an imessage agent meant for b2b\/not consumer email\/calendar workflows is a p big improvement.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>The “no memory, no context” diagnosis is spot on – it’s why most AI email tools feel like a stranger writing on your behalf. The interesting bet here is the assistant noticing the follow-up you forgot; drafting is solved, triage and memory are where the real value is. One question: how do you handle the trust line on actually sending? For me the scary part of email automation isn’t the draft, it’s the irreversible click. Does Slashy ever send on its own or always hand you the wheel?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@david_marko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_marko<\/a> You’d need to do config on your end to have Slashy send on its own! By default it gives you the wheel always.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/KOJGXLNJOQGWQI\" class=\"app-title\">Taste Lab<\/a><\/p>\n<div class=\"one-liner\">Extract any website’s design DNA<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">304<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Taste Lab\u662f\u4e00\u6b3eAI\u8bbe\u8ba1\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u626b\u63cf\u4efb\u610f\u7f51\u7ad9\uff0c\u63d0\u53d6\u5176\u8272\u5f69\u3001\u5b57\u4f53\u3001\u95f4\u8ddd\u7b49\u8bbe\u8ba1\u8981\u7d20\u5e76\u89e3\u91ca\u80cc\u540e\u51b3\u7b56\u903b\u8f91\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u5411AI\u4ee3\u7406\u63cf\u8ff0\u8bbe\u8ba1\u98ce\u683c\u65f6\u56e0\u8bed\u8a00\u6a21\u7cca\u800c\u5bfc\u81f4\u7684\u8fd8\u539f\u5ea6\u4f4e\u3001\u7ec6\u8282\u4e22\u5931\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf0a40b9-6401-4a97-9f36-9afba6f1d1b1.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\/b0904164-44f3-49cf-aea0-2d03899f848a.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\/01e0ffb8-1541-412b-ad6e-7da8f979f80c.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\/4e910de0-2d55-4358-b36d-666fc10f4461.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\/43e4cbf1-023f-4af9-bfd8-7191242fd71d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/vgMFyjf5Vmg?si=fTfTXFQxH1dxRGyL\"><source src=\"https:\/\/youtu.be\/vgMFyjf5Vmg?si=fTfTXFQxH1dxRGyL\" 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\">Design Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1Token<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u98ce\u683c\u514b\u9686<\/span><br \/>\n <span class=\"tag\">UI\u9006\u5411\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">AI\u63d0\u793a\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">Tailwind\u914d\u7f6e<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u51b3\u7b56\u63a8\u7406<\/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\u4e86AI\u751f\u6210\u754c\u9762\u7f3a\u4e4f\u7ec6\u8282\u7684\u95ee\u9898\uff0c\u5c24\u5176\u8d5e\u8d4f\u201c\u5254\u9664\u901a\u7528\u63cf\u8ff0\u8bcd\u201d\u7684\u89c4\u5219\u3002\u4e89\u8bae\u70b9\u5728\u4e8e\uff1a\u80fd\u5426\u5904\u7406\u52a8\u753b\u548c\u590d\u6742\u52a8\u6548\uff1f\u662f\u5426\u4f1a\u4ea7\u751f\u8fc7\u62df\u5408\uff08\u8bef\u5c06\u5355\u9875\u566a\u97f3\u5f53\u4f5c\u54c1\u724c\u98ce\u683c\uff09\uff1f\u80fd\u5426\u5bfc\u51faTailwind\u914d\u7f6e\u6216\u8bbe\u8ba1Token\uff1f\u662f\u5426\u652f\u6301\u5206\u6790\u8de8\u9875\u9762\/\u8de8\u4ea7\u54c1\u7684\u8bbe\u8ba1\u7cfb\u7edf\u4e00\u81f4\u6027\uff1f\u80fd\u5426\u4fdd\u5b58\u5386\u53f2\u5206\u6790\u8bb0\u5f55\uff1f\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 Taste Lab\u89e3\u51b3\u7684\u4e0d\u662f\u201c\u63d0\u53d6\u989c\u8272\u5b57\u4f53\u201d\u8fd9\u79cd\u6280\u672f\u95ee\u9898\u2014\u2014\u8fd9\u7c7b\u5de5\u5177\u5df2\u7ecf\u70c2\u5927\u8857\u4e86\u3002\u5b83\u89e3\u51b3\u7684\u662fAI\u63d0\u793a\u5de5\u7a0b\u4e2d\u4e00\u4e2a\u6781\u5176\u9690\u853d\u4f46\u81f4\u547d\u7684\u74f6\u9888\uff1a\u4eba\u7c7b\u8bed\u8a00\u5bf9\u89c6\u89c9\u7684\u8ba4\u77e5\u538b\u7f29\u5931\u771f\u3002\u5f53\u4f60\u8bf4\u201c\u7b80\u6d01\u73b0\u4ee3\u201d\u65f6\uff0cAI\u7406\u89e3\u7684\u662f\u8bcd\u6c47\u7edf\u8ba1\u5206\u5e03\uff0c\u800c\u4e0d\u662f\u8fd9\u4e2a\u7279\u5b9a\u7684\u547c\u5438\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u6838\u5fc3\u5200\u5203\u5728\u4e8e\u90a3\u4e2a\u201c\u5220\u9664\u4efb\u4f55\u4e0d\u9488\u5bf9\u8be5\u7ad9\u70b9\u4e5f\u80fd\u5199\u51fa\u7684\u539f\u5219\u201d\u7684\u89c4\u5219\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u628a\u8bbe\u8ba1\u6279\u8bc4\u7684\u9006\u5411\u5de5\u7a0b\u81ea\u52a8\u5316\uff1a\u4e0d\u662f\u63cf\u8ff0\u4e00\u4e2a\u8bbe\u8ba1\u662f\u4ec0\u4e48\uff0c\u800c\u662f\u89e3\u91ca\u4e3a\u4ec0\u4e48\u5b83\u5fc5\u987b\u662f\u90a3\u6837\u3002\u8fd9\u6bd4AI\u751f\u6210\u754c\u9762\u66f4\u63a5\u8fd1\u8bbe\u8ba1\u8ba4\u77e5\u7684\u672c\u8d28\u2014\u2014\u8bbe\u8ba1\u662f\u7ea6\u675f\u7cfb\u7edf\u4e0b\u7684\u9009\u62e9\uff0c\u800c\u975e\u98ce\u683c\u7684\u968f\u673a\u7ec4\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u98ce\u9669\u540c\u6837\u660e\u663e\u3002\u7b2c\u4e00\uff0c\u5b83\u628a\u5355\u9875\u5f53\u4f5c\u5168\u8c8c\uff0c\u5bb9\u6613\u628a\u5e94\u6025\u7684\u6837\u5f0f\u59a5\u534f\u5f53\u6210\u54c1\u724c\u504f\u597d\uff1b\u7b2c\u4e8c\uff0c\u5bf9\u52a8\u6548\u3001\u4ea4\u4e92\u3001\u8d1f\u7a7a\u95f4\u5e03\u5c40\u7b49\u52a8\u6001\u6216\u975e\u7ed3\u6784\u5316\u8981\u7d20\u7684\u6355\u6349\u80fd\u529b\u5b58\u7591\uff1b\u7b2c\u4e09\uff0c\u5b83\u89e3\u51b3\u7684\u662f\u201c\u8bed\u8a00\u4ee3\u6c9f\u201d\uff0c\u4f46AI\u751f\u6210\u7684\u4ee3\u7801\u8d28\u91cf\u662f\u5426\u5339\u914d\u8fd9\u4e9b\u8bbe\u8ba1\u89c4\u5219\uff0c\u4ecd\u7136\u53d6\u51b3\u4e8e\u4e0b\u6e38\u5de5\u5177\u7684\u6267\u884c\u529b\u3002\u66f4\u503c\u5f97\u8b66\u60d5\u7684\u662f\uff1a\u5b83\u662f\u5426\u4f1a\u8ba9\u5f00\u53d1\u8005\u4e60\u60ef\u6027\u5730\u4f9d\u8d56\u201c\u514b\u9686\u201d\uff0c\u800c\u4e0d\u662f\u5efa\u7acb\u771f\u6b63\u7684\u8bbe\u8ba1\u51b3\u7b56\u80fd\u529b\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4e0d\u8fc7\uff0c\u5728\u5bf9\u51b2\u7528\u6237\u5bf9\u201c\u8ba9Claude\u7167\u7740\u505a\u201d\u7684\u632b\u8d25\u611f\u8fd9\u4ef6\u4e8b\u4e0a\uff0c\u5b83\u627e\u5230\u4e86\u4e00\u4e2a\u4ef7\u503c10\u4ebf\u7f8e\u5143\u7684\u7b11\u70b9\u2014\u2014token\u662f\u6b7b\u7684\uff0ctaste\u624d\u662f\u6d3b\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\">Taste Lab<\/span>\n <\/div>\n<div class=\"comment-content\">Point your AI agent at any website. Get back a complete design breakdown \u2014 colors, type, spacing, and the reasoning behind every decision \u2014 ready to use in your next build.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt!<\/p>\n<p>I built Taste Lab after hitting the same wall repeatedly: telling Claude “build this in the style of that site” and getting something that was technically close but clearly not it. The proportions were off. The spacing felt arbitrary.<\/p>\n<p>The problem wasn’t capability. It was the language I was giving the agent. Tokens say what a design is. Taste adds the why: the trade-offs that explain each specific decision.<\/p>\n<p>The pipeline bans phrases like “clean and modern” entirely. If a principle could have been written without ever seeing this specific site, it gets deleted.<\/p>\n<p>I’d love to know what site you run it on first!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> This is a massive time-saver. Trying to explain the subtle trade-offs of a good UI to an AI agent usually takes more time than just coding the CSS manually. Forcing the pipeline to extract strict design rules instead of generic adjectives is a game changer for building landing pages quickly. First thing I’m doing is running this on some top-tier e-commerce templates to see how it breaks down their conversion-focused spacing. Awesome product<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> love it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> The ‘delete any principle that could’ve been written without seeing this site’ rule is the sharp part. How do you stop it from over-fitting, treating one page’s quirks as the brand’s actual taste? Curious where you draw the line between a site’s real signature and just noise on that specific page.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>The “why” behind design decisions is exactly what’s missing when you hand off to AI agents. Tried it on a few sites and the output is way more useful than just extracting colors and fonts. Nice work, upvoted!<\/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\">Do you read motion design as well?<\/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>Love this! Which coding tool integration with Taste Lab do you recommend the most? Which one do you enjoy using?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This hits a real pain \u2014 telling an AI agent to build “in the style of X” almost always loses the spacing and type scale. Capturing the reasoning behind each design decision, not just the raw tokens, is the clever part. Does it export to a Tailwind config \/ design tokens I can drop straight into a build? 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Websites are becoming increasingly animated, how does it captuer animations styles? and unconventional animations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the concept. Have you experimented with analyzing entire product ecosystems rather than individual pages? I’d be curious to see how Taste Lab handles consistency across marketing sites, product dashboards, and mobile experiences. \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 that Taste Lab explains the reasoning behind visual choices, not just colors and fonts. For AI-built frontends, that context could help avoid generic-looking pages. Would be interesting to see how it handles sites with several design systems.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">I really liked ur idea,. But the logo is really not great. Please find ways to improve using product but not negatively attracting with logo<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">This is super cool, I\u2019ve also had similar problems prompting Claude like that<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The part I’d try first is running this on a messy personal portfolio, then using the breakdown as a prompt for a redesign instead of starting from a blank style guide. I like that it tries to explain why the spacing and type choices work, not just list tokens. Does Taste Lab keep a reusable brief\/history for a site, or is each scan meant to be a fresh one-off export?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Had a friend who put me on to taste lab to extract specific components and it was super helpful, thanks for the software going to be putting my boys into it that are in the space for sure.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Very cool! Does it provide md files?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@philip_sorensen Yes, it provides md and json file as output<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Very interesting product <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice. Does it save the templates for the future designs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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><a href=\"https:\/\/www.producthunt.com\/@sunlinsen\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sunlinsen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunlinsen<\/a> Congratulations, I like that this focuses on the reasoning behind the design, not just extracting colors and fonts. For AI-built interfaces, understanding why a layout works is much more useful than copying surface-level style tokens.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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. The idea of extracting a website\u2019s design DNA is interesting, especially for people trying to improve their landing pages.<\/p>\n<p>Are you mostly targeting designers right now, or founders who want to improve their own product pages?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>very cool idea! does it capture interaction and motion too (transitions, easing), or is it focused on the static layer for now?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Not only the idea, but also your landing page is nailed! Good job!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/7DGX3DO3UNS2TC\" class=\"app-title\">Permute 4.0<\/a><\/p>\n<div class=\"one-liner\">The ultimate media converter for macOS<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">180<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Permute 4.0 \u662f\u4e00\u6b3e\u4e3a macOS \u7528\u6237\u63d0\u4f9b\u8fd1\u4e4e\u5168\u683c\u5f0f\u7684\u97f3\u89c6\u9891\u4e0e\u56fe\u50cf\u8f6c\u6362\u5de5\u5177\uff0c\u89e3\u51b3\u7528\u6237\u5728\u4e13\u4e1a\u526a\u8f91\u6216\u65e5\u5e38\u4f7f\u7528\u4e2d\u9700\u9891\u7e41\u5207\u6362\u591a\u6b3e\u8f6c\u6362\u8f6f\u4ef6\u7684\u75db\u70b9\uff0c\u5b9e\u73b0\u4e00\u952e\u6279\u91cf\u5904\u7406\u4e0e\u683c\u5f0f\u7edf\u5408\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a318c27e-9969-46c1-9906-5dd3c633348a.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\/70cbe87b-dbd8-4a34-bd33-dfd5568d8530.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\/ad6d6f33-3eed-4ca7-b930-3d3f050f80c1.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\/bf2862b3-9423-4eee-bda7-20e88a8453a5.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\/c7c4dccc-cc15-4403-b8c0-a899503b1129.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\/4d120ae4-150a-4fcd-9886-490ffe7c684a.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\">Mac<\/span><br \/>\n <span class=\"tag\">Photo & Video<\/span><br \/>\n <span class=\"tag\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u8f6c\u6362\u5668<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u683c\u5f0f\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u5408\u5e76<\/span><br \/>\n <span class=\"tag\">\u5b57\u5e55\u6dfb\u52a0<\/span><br \/>\n <span class=\"tag\">Setapp<\/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>\u8001\u7528\u6237\u80af\u5b9a\u6df1\u5ea6\u91cd\u6784\u540e\u6027\u80fd\u4e0eUI\u63d0\u5347\uff0c\u53cd\u99884.0\u5728Intel Mac\u901a\u8fc7Setapp\u5b89\u88c5\u65f6\u6709\u517c\u5bb9\u6027\u95ee\u9898\uff08\u663e\u793a\u4ec5\u652f\u6301Silicon\uff09\uff0c\u5f00\u53d1\u8005\u5feb\u901f\u534f\u52a9\u89e3\u51b3\u3002\u6709\u7528\u6237\u5efa\u8bae\u80fd\u5426\u589e\u52a0SVG\u77e2\u91cf\u8f6c\u6362\uff08\u4ec5\u652f\u6301\u8f93\u5165\uff09\uff0c\u5e76\u8be2\u95ee\u9884\u8bbe\u4fdd\u5b58\u4e0e\u6279\u91cf\u62d6\u653e\u5de5\u4f5c\u6d41\u662f\u5426\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Permute 4.0 \u672c\u8d28\u4e0a\u4e0d\u662f\u4e00\u6b3e\u201c\u65b0\u5e94\u7528\u201d\uff0c\u800c\u662f\u4e00\u6b21\u5bf9\u65e7\u7248\u6280\u672f\u503a\u7684\u5f3a\u884c\u6e05\u7b97\u3002\u5b83\u780d\u6389\u4e86\u65e9\u5df2\u65e0\u7528\u7684DVD\u523b\u5f55\u529f\u80fd\uff0c\u91cd\u6784\u4e86UI\u4ee5\u62e5\u62b1Apple\u65b0\u6846\u67b6\uff0c\u5e76\u4fee\u590d\u4e86\u8001\u7248\u672c\u4e2d\u8106\u5f31\u7684\u591a\u5a92\u4f53\u5904\u7406\u7ba1\u7ebf\u2014\u2014\u8fd9\u624d\u662f\u672c\u6b21\u66f4\u65b0\u7684\u771f\u6b63\u4ef7\u503c\u3002\u8bc4\u8bba\u4e2d\u53cd\u6620\u51fa\u7684Intel Mac\u517c\u5bb9\u6027\u95ee\u9898\u662f\u4e2a\u5371\u9669\u4fe1\u53f7\uff1a\u5f00\u53d1\u8005\u662f\u5426\u5728\u501f\u201c\u91cd\u6784\u201d\u4e4b\u540d\uff0c\u6084\u6084\u52a0\u901f\u5bf9\u65e7\u786c\u4ef6\u7684\u629b\u5f03\uff1f\u867d\u7136Setapp\u4e0a\u7684\u5b89\u88c5\u5f15\u5bfc\u53ef\u88ab\u5feb\u901f\u4fee\u590d\uff0c\u4f46\u7528\u6237\u82e5\u7f3a\u4e4f\u76f4\u63a5\u8054\u7cfb\u5f00\u53d1\u8005\u7684\u6e20\u9053\uff0c\u4f53\u9a8c\u4f1a\u5927\u6253\u6298\u6263\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u529b\u5c42\u9762\uff0cPermute\u6700\u5927\u7684\u62a4\u57ce\u6cb3\u5e76\u975e\u6781\u81f4\u7684\u753b\u8d28\u6216\u901f\u5ea6\uff0c\u800c\u662f\u201c\u4e00\u952e\u5168\u641e\u5b9a\u201d\u7684\u61d2\u4eba\u5de5\u4f5c\u6d41\u3002\u5bf9\u4e8e\u4e13\u4e1a\u7528\u6237\uff0c\u5b83\u5f80\u5f80\u4e0d\u5982FFmpeg\u6216Compressor\u7075\u6d3b\uff1b\u4f46\u5bf9\u4e8e\u5927\u91cf\u9700\u8981\u6279\u91cf\u5904\u7406\u591a\u683c\u5f0f\u6587\u4ef6\u7684\u8bbe\u8ba1\u5e08\u3001\u65b0\u5a92\u4f53\u8fd0\u8425\u53ca\u8f7b\u5ea6\u89c6\u9891\u7528\u6237\uff0c\u5b83\u586b\u8865\u4e86macOS\u539f\u751f\u5de5\u5177\u5728\u8fd9\u4e00\u9886\u57df\u7684\u771f\u7a7a\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u5230\u7684\u201c\u9884\u8bbe\u4fdd\u5b58\u201d\u4e0e\u201c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u201d\u4ecd\u5b58\u5728\u6a21\u7cca\u5730\u5e26\u2014\u2014\u5982\u679c\u5f00\u53d1\u8005\u6ca1\u80fd\u8d81\u8fd9\u6b21\u91cd\u6784\u5c06\u6279\u5904\u7406\u9884\u8bbe\u4e0e\u89e6\u53d1\u7684\u4f53\u9a8c\u6253\u78e8\u5f97\u8db3\u591f\u76f4\u89c9\u5316\uff0c\u90a3\u4e48\u5b83\u4f9d\u7136\u6ca1\u80fd\u5f7b\u5e95\u5c06\u7528\u6237\u4ece\u201c\u624b\u52a8\u91cd\u8bbe\u53c2\u6570\u201d\u7684\u5e73\u5eb8\u6ce5\u6f6d\u4e2d\u62c9\u51fa\u6765\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u4e2a\u9690\u60a3\u662f\uff1a\u5f53\u5927\u591a\u6570\u7ade\u4e89\u5bf9\u624b\u5f00\u59cb\u62e5\u62b1AI\u9a71\u52a8\u7684\u667a\u80fd\u8bc6\u522b\u4e0e\u81ea\u9002\u5e94\u7f16\u7801\u65f6\uff08\u4f8b\u5982\u81ea\u52a8\u6839\u636e\u76ee\u6807\u5e73\u53f0\u8c03\u6574\u7801\u7387\uff09\uff0cPermute 4.0\u4f9d\u7136\u505c\u7559\u5728\u201c\u624b\u52a8\u9009\u9884\u8bbe\u201d\u7684\u4f20\u7edf\u8def\u5f84\u4e0a\u3002\u8fd9\u4f7f\u5176\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u9ad8\u5ea6\u8fdb\u5316\u7684\u517c\u5bb9\u6027\u4e2d\u8f6c\u7ad9\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5177\u6709\u524d\u77bb\u6027\u7684\u5a92\u4f53\u7ba1\u7406\u4e2d\u67a2\u3002\u56e0\u6b64\uff0c\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u7a33\u5b9a\u3001\u9ad8\u6548\u3001\u4e0d\u6298\u817e\uff0c\u4f46\u5982\u679c\u4f60\u5728\u5bfb\u627e\u201c\u4e0b\u4e00\u4ee3\u201d\u5de5\u4f5c\u6d41\u5de5\u5177\uff0c\u5b83\u53ef\u80fd\u8ba9\u4f60\u5931\u671b\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\">Permute 4.0<\/span>\n <\/div>\n<div class=\"comment-content\">Permute is a quick image, audio, and video converter. You can use it for files of all formats because Permute can convert anything into anything (almost). For water to water-to-wine conversion, you\u2019d have to refer to other authorities, but media files can become whatever format you need them to. Plus, Permute also has some additional goodies like merging two videos into one or adding a subtitle track.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019ve used <a href=\"https:\/\/www.producthunt.com\/products\/permute\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"permute\" target=\"_blank\" rel=\"noopener\">@Permute<\/a> forever (I hunted <a href=\"https:\/\/www.producthunt.com\/products\/permute\/launches\/permute-3-0\" target=\"_blank\" rel=\"noopener\">Permute 3.0<\/a> seven years ago!!), so I was nervous but hopeful about <a href=\"https:\/\/www.producthunt.com\/@charlie_monroe\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"charlie_monroe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_monroe<\/a>‘s promise that \u201ceverything changed but you\u2019ll still feel at home\u201d.<\/p>\n<\/p>\n<p>After <a href=\"https:\/\/blog.charliemonroe.net\/permute-4-beta-testing\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">beta testing<\/a> it for a while leading up to launch, I can confirm that he was right.<\/p>\n<\/p>\n<p>This isn\u2019t a shiny-new-app launch so much as a deep refactor of a Mac workhorse: rewritten UI using Apple\u2019s newer frameworks, better presets for modern hardware, cleaner cropping, stronger metadata handling, and Workshop folded back into the main window as file actions.<\/p>\n<\/p>\n<p>Also: RIP DVD authoring. \ud83d\udcc0\ud83d\ude05<\/p>\n<\/p>\n<p>I don’t even remember the last Mac I bought with an optical disk drive \u2014 which is why I’m glad that Charlie’s still maintaining this app \u2014 now there’s less tech debt, fewer weird legacy branches, and a much more comfortable home for the stuff people actually use Permute for now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I\u2019m telling you, Charlie and his apps are life savers through and through. I have a folder on my desktop called \u201cPermuted, Baby\u201d that is THICK w\/ output!<\/p>\n<p>A couple of weeks ago I was having some issues with being on an Intel Mac downloading the new Permute through Setapp and there is a quirk where it says only Silicon. Was bumming big time because I thought I would be w\/out my media munching homie, so I sent the dev a long shot email and he responded really fast and was super righteous to help walk me through how to get Permute 4.0 rocking on an Intel.<\/p>\n<p>Also, as someone who dabbles in mixed media DJ\u2019ing, his other app Downie is awesome and has allowed me to put together some really fun music and video sets. <\/p>\n<p>Appreciate you!<\/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\">Hey! It\u2019s awesome<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>the preset layer is the part i’d sweat most \u2014 abstracting formats is easy, but hiding whether a job hits videotoolbox or falls back to software is where the speed\/quality surprises come from.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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><a href=\"https:\/\/www.producthunt.com\/@charlie_monroe\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"charlie_monroe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlie_monroe<\/a> Thanks for sharing your work!<\/p>\n<\/p>\n<p>The <a href=\"https:\/\/www.producthunt.com\/products\/permute\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"permute\" target=\"_blank\" rel=\"noopener\">@Permute<\/a> tool will be useful on my design projects. Will it be able to handle conversion to and from SVG format vector graphics?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@underuncertainty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@underuncertainty<\/a> SVG -> bitmap yes. Bitmap to vector no.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 never had one clean tool for all my media conversions on Mac, usually I juggle three. A full rebuild that still feels at home is the hard kind to pull off, nice work. For batch jobs, can you save a conversion preset and just drop files onto it later, or do you set it up fresh each time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/RPHLNAADRGEJ3M\" class=\"app-title\">Athenic 2.0<\/a><\/p>\n<div class=\"one-liner\">A faster, smarter Athenic. Analyze on autopilot.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">162<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Athenic 2.0 \u662f\u4e00\u6b3e\u9762\u5411\u4ece\u521d\u521b\u516c\u53f8\u5230\u4e16\u754c500\u5f3a\u4f01\u4e1a\u7684AI\u6570\u636e\u4ee3\u7406\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8fde\u63a5CRM\u3001ERP\u7b49\u4e1a\u52a1\u5e94\u7528\uff0c\u81ea\u52a8\u751f\u6210\u4eea\u8868\u76d8\u548c\u62a5\u544a\uff0c\u5e76\u57fa\u4e8e\u5b9a\u65f6\u4efb\u52a1\u6216\u5f02\u5e38\u4e8b\u4ef6\u6267\u884c\u81ea\u52a8\u5316\u5206\u6790\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u201c\u95ee\u7b54\u5f0f\u201d\u5206\u6790\u5de5\u5177\u7f3a\u4e4f\u4e3b\u52a8\u6027\u548c\u5de5\u4f5c\u6d41\u95ed\u73af\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/000b5ed7-db2e-4f59-9705-4b4d8d09b726.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\/3caa5eda-b861-44c2-b39d-aacadb27202c.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\/511fccb7-9e89-486b-be22-a49924ba0e81.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\/b1a40941-9bb3-427b-90cc-f1380f900aa9.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\/4647ce34-5aff-4dd3-8e7f-8947c791bfa5.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/TT6uEopfqeI\"><source src=\"https:\/\/youtu.be\/TT6uEopfqeI\" 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\">Analytics<\/span><br \/>\n <span class=\"tag\">Business Intelligence<\/span><br \/>\n <span class=\"tag\">Data Visualization<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u5546\u4e1a\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">CRM\/ERP\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u4e91\u7aef\u5206\u6790<\/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\u5173\u6ce8Athenic\u5728\u591a\u6e90\u6570\u636e\u5efa\u6a21\u3001SQL\u53ef\u9760\u6027\u4e0e\u900f\u660e\u5ea6\u3001\u4ee5\u53ca\u201c\u4ee3\u7406\u201d\u4e3b\u52a8\u6027\u7684\u5b9e\u9645\u8868\u73b0\u3002\u6709\u8bc4\u8bba\u8d28\u7591AI\u5904\u7406\u590d\u6742\u8868\u5173\u8054\u7684\u9519\u8bef\u98ce\u9669\uff0c\u5efa\u8bae\u589e\u52a0\u63a8\u7406\u8fc7\u7a0b\u4e0eSQL\u5c55\u793a\u3002\u53e6\u4e00\u7528\u6237\u5f3a\u8c03\u4ece\u88ab\u52a8\u56de\u7b54\u5230\u4e3b\u52a8\u76d1\u63a7\u3001\u5f02\u5e38\u9884\u8b66\u7684\u5173\u952e\u4ef7\u503c\u3002\u521b\u59cb\u4eba\u56de\u5e94\u652f\u6301\u8bed\u4e49\u6a21\u578b\u9a8c\u8bc1\u3001\u81ea\u52a8\u5f02\u5e38\u68c0\u6d4b\u548c\u5b9a\u65f6\u90ae\u4ef6\u7b80\u62a5\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 Athenic 2.0 \u7684\u53d9\u4e8b\u65b9\u5411\u5f88\u806a\u660e\uff1a\u5b83\u5207\u4e2d\u4e86\u5f53\u524d\u201cChat with data\u201d\u5de5\u5177\u7684\u6838\u5fc3\u56f0\u5883\u2014\u2014\u7ed9\u51fa\u7b54\u6848\u5bb9\u6613\uff0c\u4f46\u8ba9\u7b54\u6848\u5e72\u6d3b\u96be\u3002\u4ece\u201c\u95ee\u4e00\u6b21\u5c31\u505a\u5b8c\u201d\u5230\u201c\u81ea\u52a8\u91cd\u8dd1+\u5f02\u5e38\u89e6\u53d1\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u628a\u5206\u6790\u5de5\u5177\u4ece\u201c\u641c\u7d22\u5668\u201d\u5347\u7ea7\u4e3a\u201c\u8fd0\u8425\u673a\u5668\u4eba\u201d\u3002\u4f46\u771f\u6b63\u503c\u5f97\u6df1\u6316\u7684\u4e0d\u662f\u201c\u81ea\u52a8\u5316\u201d\u8fd9\u4e2a\u6982\u5ff5\uff0c\u800c\u662f\u5b83\u5982\u4f55\u89e3\u51b3\u4fe1\u4efb\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u4e2d\u5df2\u6709\u4eba\u7cbe\u51c6\u6307\u51fa\uff1aText-to-SQL \u5728\u590d\u6742\u8868\u5173\u8054\u65f6\uff0c\u54ea\u6015\u903b\u8f91\u6709\u8bef\u4e5f\u4f1a\u81ea\u4fe1\u5730\u8fd4\u56de\u9519\u8bef\u6570\u503c\u3002\u8fd9\u662f\u6240\u6709AI\u5206\u6790\u5de5\u5177\u7684\u6b7b\u7a74\u3002Athenic \u7684\u5e94\u5bf9\u662f\u201c\u8bed\u4e49\u6a21\u578b+\u7ba1\u7406\u5458\u5ba1\u6838\u201d\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u628a\u7403\u8e22\u56de\u7ed9\u7528\u6237\u2014\u2014\u4f60\u4f9d\u7136\u9700\u8981\u4e00\u4e2a\u61c2\u6570\u636e\u7684\u4eba\u6765\u515c\u5e95\u3002\u5982\u679c\u4e0d\u89e3\u51b3\u900f\u660e\u5ea6\u4e0e\u53ef\u5ba1\u8ba1\u6027\u7684\u6839\u672c\u77db\u76fe\uff0c\u81ea\u52a8\u5316\u7684\u89c4\u6a21\u8d8a\u5927\uff0c\u9690\u85cf\u7684\u9519\u8bef\u98ce\u9669\u4e5f\u8d8a\u5927\u3002AI\u201c\u4e3b\u52a8\u76d1\u63a7\u201d\u542c\u8d77\u6765\u5f88\u7f8e\uff0c\u4f46\u5982\u679c\u76d1\u63a7\u672c\u8eab\u4f9d\u8d56\u4e00\u4e2a\u53ef\u80fd\u201c\u81ea\u4fe1\u5730\u72af\u9519\u201d\u7684\u6a21\u578b\uff0c\u90a3\u4e48\u6bcf\u4e00\u5c01\u201c\u81ea\u52a8\u53d1\u9001\u5230\u90ae\u7bb1\u201d\u7684\u5f02\u5e38\u62a5\u544a\uff0c\u90fd\u53ef\u80fd\u662f\u4e00\u6b21\u8bef\u62a5\u6216\u6f0f\u62a5\u3002\n <\/p>\n<p class=\"ai-content\">\n Athenic 2.0 \u7684\u4ea7\u54c1\u529b\u786e\u5b9e\u5728\u4ea7\u54c1\u529f\u80fd\u5e7f\u5ea6\u4e0a\u80dc\u8fc7\u591a\u6570\u7ade\u54c1\uff0c\u4f46\u4ece\u201c\u597d\u7528\u201d\u5230\u201c\u53ef\u4fe1\u201d\uff0c\u4e2d\u95f4\u8fd8\u9694\u7740\u4e00\u6761\u201c\u53ef\u5ba1\u8ba1\u7684\u63a8\u7406\u94fe\u201d\u3002\u5bf9\u4e8e\u8ffd\u6c42\u4f4e\u4ee3\u7801\u3001\u5feb\u901f\u770b\u677f\u7684\u4e2d\u5c0f\u56e2\u961f\uff0c\u5b83\u5df2\u7ecf\u8db3\u591f\u4eae\u773c\uff1b\u4f46\u5bf9\u8d22\u52a1\u3001\u5408\u89c4\u7b49\u9886\u57df\u7684\u4e25\u8083\u7528\u6237\uff0c\u5b83\u7684\u4ef7\u503c\u4ecd\u53d6\u51b3\u4e8e\u201c\u80fd\u5426\u5728\u4e0d\u4fe1\u4efb\u6a21\u578b\u7684\u524d\u63d0\u4e0b\uff0c\u4f4e\u6210\u672c\u5730\u9a8c\u8bc1\u6a21\u578b\u7ed3\u8bba\u201d\u3002\u8fd9\u4e0d\u662f\u96c5\u5178\u5c3c\u514b\u72ec\u6709\u7684\u96be\u9898\uff0c\u800c\u662f\u6574\u4e2aAI BI\u8d5b\u9053\u7684\u5206\u6c34\u5cad\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\">Athenic 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">Athenic is an AI agent for analyzing data and automating work. Connect your data, chat in plain English, and ship dashboards, reports, and automations. Built for startups to Fortune 500.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b Hey, Product Hunt, long time no see!<\/p>\n<p>We first launched Athenic in 2023, and a lot has changed since.<\/p>\n<p>Most “chat with your data” tools (Athenic 1.0 included) stop at an answer. Athenic 2.0 keeps going: it builds the dashboard, writes the report, and re-runs analyses on schedule \u2014 ask once, not every Monday.<\/p>\n<p>Here’s what’s new:<\/p>\n<ul>\n<li>\n<p>Automations \u2014 recurring analyses delivered to your inbox<\/p>\n<\/li>\n<li>\n<p>Business apps \u2014 connect your CRM, ERP, paid media channels & more, not just SQL databases<\/p>\n<\/li>\n<li>\n<p>Agentic Web research \u2014 Athenic monitors your competitors and surfaces market trends on its own<\/p>\n<\/li>\n<li>\n<p>Improved Charting \u2014 build full dashboards though chat, with more chart types and customizations<\/p>\n<\/li>\n<\/ul>\n<p>New usage-based pricing too, pay only for what you use. 2,000 free credits to start, no credit card required.<\/p>\n<p>Happy to answer any questions and always grateful for feedback. What’s the first thing you’d put on autopilot? \ud83d\udc47<\/p>\n<\/p>\n<p>\u2014 Jared<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_zhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_zhao<\/a> As a data anylyst ,upgrading from just SQL databases to ERP and CRM data is a huge hurdle cleared. Data centralization is always the hardest part of these tools. How does Athenic handle data modeling\/cleaning across those different business apps? 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_zhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_zhao<\/a> looks solid, good luck for 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><a href=\"https:\/\/www.producthunt.com\/@eggro\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"eggro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eggro<\/a> <a href=\"https:\/\/www.producthunt.com\/@jared_zhao\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jared_zhao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_zhao<\/a> The \u201canalyze on autopilot\u201d angle is strong if it helps teams move from dashboards to decisions. A lot of analytics tools show what happened, but the real value is surfacing what changed, why it matters, and what someone should look at next.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The part I find most interesting is trusting an agent to pick the join paths across tables on its own \u2014 that’s usually where text-to-SQL tools quietly get the number wrong but still return something confident-looking. How are you handling the cases where the schema is ambiguous: does Athenic show its reasoning \/ the SQL it ran so an analyst can sanity-check, or is it more of a trust-the-answer flow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mikebrandswarm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mikebrandswarm<\/a> The setup is reasoned through and stored as a semantic model. The base SQL datasets and semantic models can be viewed by a team admin and verified or edited. Non admin users can also flag feedback for the admin. But the system is quite good at setting up autonomously. You’re definitely spot on about that being a major failure point of text to SQL. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>the agentic data analyst framing implies the agent takes initiative rather than just responding. curious what the actual agent behavior looks like in practice. does it proactively flag anomalies in connected data, suggest analyses you haven’t asked for, or is the agent label more about multi-step reasoning within a query than about autonomous action between sessions. the distinction matters a lot for how people would integrate this into their workflows<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ansari_adin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansari_adin<\/a> Hi, yes, the distinction is important and Athenic is capable of both. During your sessions Athenic will do multi step reasoning and suggest alternate analysis paths. It will also suggest automations or you can create them yourself. So you can do things like anomaly detection where it only emails you if it finds something interesting or if it crosses a threshold. Or check the web for events that may have impacted your business and give a summary at the top of the analysis. Automated workflows are the heart of 2.0<\/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\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/AJD3WYKDXZTMGK\" class=\"app-title\">Cloudback for Linear<\/a><\/p>\n<div class=\"one-liner\">Automated backup and restore for Linear workspaces<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">130<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cloudback for Linear \u4e3aLinear\u5de5\u4f5c\u7a7a\u95f4\u63d0\u4f9b\u81ea\u52a8\u5316\u5feb\u7167\u5907\u4efd\u4e0e\u4f9d\u8d56\u987a\u5e8f\u6062\u590d\uff0c\u89e3\u51b3\u5de5\u7a0b\u548c\u4ea7\u54c1\u56e2\u961f\u56e0\u8bef\u64cd\u4f5c\u3001\u6570\u636e\u4e22\u5931\u800c\u4e22\u5931\u5b8c\u6574\u9879\u76ee\u4e0a\u4e0b\u6587\uff08\u95ee\u9898\u3001\u9879\u76ee\u3001\u6587\u6863\u3001\u5468\u671f\u7b49\uff09\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18868318-7436-499c-a6b9-3ae84aae06c9.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\/678f377f-a641-44ec-8618-26441da23ba2.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\/786329d0-5122-4fd2-8516-06d26f4db2fc.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\/530bfab5-901d-4cc9-80c3-de6989fd830d.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\/046122c8-eabb-4b5f-8317-4fa92be716b4.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\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Linear\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6062\u590d<\/span><br \/>\n <span class=\"tag\">\u5feb\u7167\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">SaaS\u5907\u4efd<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">SOC 2<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u7a7a\u95f4\u4fdd\u62a4<\/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\u79f0\u8d5e\u6062\u590d\u529f\u80fd\u7684\u8bbe\u8ba1\uff0c\u4f46\u8d28\u7591\u5b9a\u4ef7\u900f\u660e\u5ea6\uff0c\u5c24\u5176\u662f\u201c\u591a\u6210\u5458\u201d\u8ba1\u8d39\u903b\u8f91\u3002\u4e5f\u6709\u7528\u6237\u5173\u5fc3\u5907\u4efd\u5b9e\u65f6\u6027\u4e0e\u6062\u590d\u7c92\u5ea6\uff08\u5982\u662f\u5426\u652f\u6301\u5355\u9879\u76ee\u65f6\u95f4\u70b9\u6062\u590d\uff09\u3002\u5f00\u53d1\u8005\u56de\u5e94\u53ef\u514d\u8d39\u8bd5\u7528\u5e76\u67e5\u770b\u5177\u4f53\u4ef7\u683c\uff0c\u6062\u590d\u4e3a\u6309\u8ba1\u5212\u5feb\u7167\uff0c\u975e\u5b9e\u65f6\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 Cloudback\u5207\u4e2d\u4e86Linear\u7528\u6237\u65e5\u76ca\u589e\u957f\u7684\u201c\u6570\u636e\u4e3b\u6743\u7126\u8651\u201d\u2014\u2014\u5f53\u5de5\u4f5c\u7a7a\u95f4\u4ece\u4efb\u52a1\u5217\u8868\u6f14\u5316\u4e3a\u4ea7\u54c1\u5168\u4e0a\u4e0b\u6587\u5bb9\u5668\uff0c\u7eaf\u5907\u4efd\u5de5\u5177\u7684\u4ef7\u503c\u5c31\u4ece\u201c\u4fdd\u9669\u201d\u5347\u7ef4\u4e3a\u201c\u4e1a\u52a1\u8fde\u7eed\u6027\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u5176\u4ea7\u54c1\u8bbe\u8ba1\u7684\u4eae\u70b9\u4e0d\u5728\u4e8e\u5907\u4efd\u81ea\u52a8\u5316\uff08\u8fd9\u662f\u57fa\u672c\u529f\uff09\uff0c\u800c\u5728\u4e8e\u201c\u6062\u590d\u4f9d\u8d56\u987a\u5e8f\u201d\u548c\u201c23\u7c7b\u6570\u636e\u5206\u7c7b\u201d\u2014\u2014\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u6784\u5efa\u4e00\u5957\u7ebf\u6027\u903b\u8f91\u4e0b\u7684\u6570\u636e\u62d3\u6251\u8fd8\u539f\u80fd\u529b\uff0c\u6bd4\u7b80\u5355\u7684\u5bfc\u56deCSV\u8981\u590d\u6742\u5f97\u591a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u95ee\u9898\u4e5f\u5f88\u660e\u663e\uff1a\u5b9a\u4ef7\u7b56\u7565\u6545\u4f5c\u9ad8\u6df1\u3002\u201c\u6309\u6210\u5458\u6570\u6298\u7b97\u5355\u4f4d\u201d\u672c\u8d28\u4e0a\u662f\u5bf9PMF\u7684\u4e00\u79cd\u8bd5\u63a2\uff0c\u4f46\u7528\u201c\u9996\u6b215\u6210\u5458\u6bcf\u6210\u54582\u5355\u4f4d\uff0c\u540e\u7eed\u6bcf\u6210\u54584\u5355\u4f4d\u201d\u8fd9\u79cd\u89e3\u91ca\uff0c\u53ea\u4f1a\u8ba9\u7528\u6237\u89c9\u5f97\u4f60\u5728\u523b\u610f\u6a21\u7cca\u771f\u5b9e\u6210\u672c\u3002\u8001\u8001\u5b9e\u5b9e\u6309\u5de5\u4f5c\u7a7a\u95f4+\u5b58\u50a8\u91cf\u6536\u8d39\uff0c\u53cd\u800c\u66f4\u7b26\u5408\u5de5\u5177\u578bSaaS\u7684\u4fe1\u4efb\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u6062\u590d\u7c92\u5ea6\uff08\u662f\u5426\u652f\u6301\u5355\u9879\u76ee\u65f6\u95f4\u70b9\u6062\u590d\uff09\u624d\u662f\u7528\u6237\u7684\u771f\u5b9e\u8bc9\u6c42\uff0c\u800c\u5f00\u53d1\u8005\u8f7b\u98d8\u98d8\u7529\u4e00\u53e5\u201c\u4f9d\u8d56\u987a\u5e8f\u6062\u590d\u201d\u6765\u642a\u585e\uff0c\u663e\u7136\u4e0d\u591f\u3002\u5bf9\u4e8e\u5927\u89c4\u6a21\u56e2\u961f\uff0c\u4e00\u6b21\u6062\u590d\u6574\u4e2a\u5de5\u4f5c\u7a7a\u95f4\u672c\u8eab\u5c31\u662f\u9ad8\u98ce\u9669\u64cd\u4f5c\uff0c\u7528\u6237\u771f\u6b63\u9700\u8981\u7684\u4e0d\u662f\u201c\u5168\u76d8\u6062\u590d\u201d\uff0c\u800c\u662f\u201c\u624b\u672f\u5200\u5f0f\u7684\u5b9a\u70b9\u56de\u6eda\u201d\u3002\u8fd9\u624d\u662fCloudback\u4ece\u201c\u5907\u4efd\u5de5\u5177\u201d\u8dc3\u5347\u4e3a\u201c\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u201d\u7684\u94a5\u5319\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u5916\uff0c\u4f5c\u4e3a\u552e\u4ef7\u4f9d\u8d56\u4fe1\u4efb\u7684\u4ea7\u54c1\uff0c\u5176SOC 2\u5408\u89c4\u548c\u52a0\u5bc6\u80cc\u4e66\u786e\u5b9e\u6784\u5efa\u4e86\u5b89\u5168\u58c1\u5792\uff0c\u4f46\u9762\u5bf9Zapier\u7b49\u81ea\u52a8\u5316\u5e73\u53f0\u7684\u4f4e\u4ef7\u5907\u4efd\u65b9\u6848\uff0cCloudback\u5fc5\u987b\u901a\u8fc7\u201c\u6062\u590d\u901f\u5ea6\u201d\u548c\u201c\u6570\u636e\u5b8c\u6574\u6027\u201d\u573a\u666f\u5316\u8425\u9500\u6765\u951a\u5b9a\u9ad8\u7aef\u5b9a\u4f4d\uff0c\u800c\u975e\u7ea0\u7ed3\u4e8e\u5355\u4f4d\u6362\u7b97\u3002\u4e00\u53e5\u8bdd\uff1a\u5de5\u5177\u505a\u5f97\u5f88\u91cd\uff0c\u5b9a\u4ef7\u8bf4\u5f97\u5f88\u7ed5\uff0c\u5efa\u8bae\u56de\u5f52\u201c\u503c\u591a\u5c11\u201d\u800c\u975e\u201c\u600e\u4e48\u7b97\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\">Cloudback for Linear<\/span>\n <\/div>\n<div class=\"comment-content\">Cloudback runs automated, snapshot-based backups for Linear workspaces, GitHub, GitLab, and Azure DevOps. Linear capture covers 23 data categories: issues, projects, cycles, documents, comments, attachments, embedded files, and the workspace structure itself. Restore in dependency order from any backup, into a new target workspace. AES-256 with optional customer-managed keys (RSA Lockbox). SOC 2 Type II compliant. 1.7k+ customers, 14k+ repositories, 4M+ backups.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH \ud83d\udc4b, I’m one of the makers of <a href=\"https:\/\/cloudback.it\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Cloudback<\/a>. Today I’m bringing our Linear backup support to PH, because Linear is now where a lot of teams keep their full product context – issues, project decisions, cycle history, planning docs. Losing that overnight is a real risk, and Linear’s native export only covers the issues table.<\/p>\n<p>Here’s what Cloudback does for a Linear workspace:<\/p>\n<p>– Captures 23 data categories per workspace, including issues, projects, cycles, documents, custom views, initiatives, templates, comments, attachments, embedded files, workflow states, labels, teams, members, and the workspace structure itself.<br \/>– Restores the full workspace, not just a data dump – issues, projects, comments, and the structure all come back in the right order.<br \/>– Snapshot-based backup. Pick any backup, point it at an empty Linear workspace, confirm.<\/p>\n<p>\ud83d\udc65 Who it is built for:<br \/>– Engineering and product teams running their whole roadmap in Linear.<br \/>– Security and compliance teams that need backup evidence for SOC 2 audits.<br \/>– Founders who’d lose months of context if a workspace got wiped.<\/p>\n<p>\ud83d\udd12 Security:<br \/>– AES-256 archives, customer-managed encryption keys via RSA Lockbox.<br \/>– SOC 2 Type II compliant.<br \/>– Cloudback Managed Storage in five regions, or bring your own storage across Amazon S3, Azure Blob, Google Cloud, OneDrive, Wasabi, Alibaba OSS, and OpenStack Swift.<br \/>– Audit log, Vanta integration, and many more.<\/p>\n<p>Every plan starts with a free trial, so you can run a full backup and a restore drill before paying anything.<\/p>\n<p>\ud83d\udcac Happy to answer any questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the focus on recovery, not just backup. Most teams only think about repo protection after something goes wrong, so having automated snapshots and a fast restore path gives a lot more peace of mind.<\/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\/@jostin_trunerg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jostin_trunerg<\/a> Glad it resonated! Restore is the half most teams skip until they need it. Snapshots are easy to set and forget – the real value is bringing the whole workspace back fast and in order when something breaks.<\/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\">Congratulations on the launch! I find the pricing a little opaque – in particular it’s unclear why there would be multiple workspace users for a backup? Please could you give me an example?<\/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\/@hex_miller_bakewell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hex_miller_bakewell<\/a> Good question! It’s one backup of the whole workspace, not per user – member count just scales it with how much is in there (issues, projects, docs, comments). Example: a 10-member workspace works out to 30 units – the first 5 members are 2 units each, the next 5 are 4 each. Every plan starts with a free trial, so you can connect the workspace and see your exact units and price before paying.<\/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\">How realtime is the backup? Can I use it for context retrieval for my LLM?<\/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\/@zhen_han\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zhen_han<\/a> for getting context from Linear, you can use Linear MCP, it’s better for operating Linear via LLM.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zhen_han\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zhen_han<\/a> Good question – it’s snapshot-based, not real-time. Backups run on a schedule (daily by default, or weekly\/monthly\/custom, and you pick the time and time zone). You can also take an on-demand backup anytime – it’s literally one click – so right before a risky migration you can grab a fresh snapshot. Your recovery point is your most recent scheduled or manual backup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The restore-in-dependency-order detail is useful. Linear holds roadmap context beyond issues, so a dry-run restore before paying is a smart trust step. Can teams preview how projects, cycles, docs, and comments map before restoring into a new workspace?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Backup-and-restore is one of those things nobody values until the day they desperately do, which is exactly why it’s a hard sell and an easy thing to under-price. The critique above about pricing clarity is the real one.<\/p>\n<p>From a product-team angle: the question I’d want answered on the page isn’t “do you back up Linear,” it’s “how fast and how granular is <em>restore<\/em>.” If someone fat-fingers a bulk archive, can I recover one project to a point in time, or is it all-or-nothing? Recovery granularity is the actual product, the backup is just the prerequisite. Worth leading with that, because it’s also what justifies the price.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/FGPLN55XYVVARV\" class=\"app-title\">Memoriq<\/a><\/p>\n<div class=\"one-liner\">Your private AI memory for ChatGPT, Claude, Gemini and Grok<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">119<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Memoriq \u662f\u4e00\u6b3e\u5f00\u6e90\u3001\u7aef\u5230\u7aef\u52a0\u5bc6\u7684AI\u8bb0\u5fc6\u7ba1\u7406\u5de5\u5177\uff0c\u5e2e\u4f60\u8de8\u5e73\u53f0\u4fdd\u5b58ChatGPT\u3001Claude\u3001Gemini\u548cGrok\u4e0a\u7684\u91cd\u8981\u5bf9\u8bdd\uff0c\u9632\u6b62\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u4e22\u5931\u5728\u4e91\u7aef\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/27c93767-291d-4163-a836-0fd87c8109db.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\/a7a5b1b2-9fc6-49d1-8aa2-5e42732e708b.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\/4b8557bc-2f35-4ea8-9eca-603e22132f19.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\/9680e5a0-d890-4f83-a7a2-029dffedaf9a.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\/6bd629f9-4107-40c6-9d53-79ba3b60b7a3.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\/49634b81-3323-4a01-92bc-9a17243e1692.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\/2c28917f-5dc3-4474-80cd-07ca956bce28.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\">Privacy<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bb0\u5fc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7aef\u5230\u7aef\u52a0\u5bc6<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">\u81ea\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u77e5\u8bc6\u5e93<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4e3b\u6743<\/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\u5173\u6ce8\u6355\u83b7\u673a\u5236\u8de8\u5e73\u53f0\u53ef\u9760\u6027\u5dee\u5f02\uff0c\u5c24\u5176ChatGPT\u57fa\u4e8eAPI\uff08\u7a33\u5b9a\uff09\uff0cClaude\u7b49\u4f9d\u8d56DOM\u6293\u53d6\uff08\u6613\u56e0UI\u66f4\u65b0\u5931\u6548\uff09\u3002\u5efa\u8bae\u6539\u8fdb\u81ea\u52a8\u8bb0\u5fc6\u7b5b\u9009\u3001\u56e2\u961f\u5171\u4eab\u80fd\u529b\uff0c\u5e76\u671f\u671b\u652f\u6301\u8bed\u4e49\u641c\u7d22\u53ca\u5bfc\u51fa\u590d\u7528\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 Memoriq\u5207\u4e2d\u4e86\u4e00\u4e2a\u771f\u5b9e\u4f46\u7565\u663e\u5c0f\u4f17\u7684\u75db\u70b9\uff1a\u91cd\u5ea6AI\u7528\u6237\u5728\u4e0d\u540c\u6a21\u578b\u95f4\u5207\u6362\u65f6\u7684\u201c\u8bed\u5883\u5931\u5fc6\u201d\u95ee\u9898\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u81ea\u4e3b\u6743\uff08\u5f00\u6e90\u3001\u81ea\u6258\u7ba1\u3001\u7aef\u5230\u7aef\u52a0\u5bc6\uff09\u4e0e\u5b9e\u7528\u6027\uff08\u8de8\u5e73\u53f0\u6355\u83b7\u3001\u672c\u5730\u89e3\u5bc6\u641c\u7d22\uff09\u7ed3\u5408\uff0c\u8fd9\u5728\u5f53\u524d\u5927\u6a21\u578b\u670d\u52a1\u666e\u904d\u5c06\u7528\u6237\u5bf9\u8bdd\u89c6\u4e3a\u81ea\u6709\u8d44\u4ea7\u7684\u73af\u5883\u4e0b\uff0c\u662f\u4e00\u79cd\u6e05\u9192\u7684\u201c\u6570\u636e\u4e3b\u6743\u201d\u4e3b\u5f20\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u76ee\u524d\u4ecd\u5904\u4e8e\u201c\u6f02\u4eae\u7684\u624b\u5de5\u5b58\u6863\u201d\u9636\u6bb5\u3002\u9996\u5148\uff0c\u6355\u83b7\u673a\u5236\u7684\u8106\u5f31\u6027\u662f\u786c\u4f24\u2014\u2014Claude\u3001Gemini\u7b49\u4f9d\u8d56DOM\u63d0\u53d6\uff0c\u8fd9\u610f\u5473\u7740\u4ea7\u54c1\u7ef4\u62a4\u6210\u672c\u6781\u9ad8\u4e14\u4e0d\u7a33\u5b9a\uff0c\u4efb\u4f55\u4e00\u6b21UI\u6539\u7248\u90fd\u53ef\u80fd\u8ba9\u6838\u5fc3\u529f\u80fd\u5931\u7075\uff0c\u5f00\u53d1\u8005\u56de\u590d\u627f\u8ba4\u201c\u6301\u7eed\u8ddf\u8fdb\u201d\u542c\u8d77\u6765\u66f4\u50cf\u662f\u6743\u5b9c\u4e4b\u8ba1\u800c\u975e\u5de5\u7a0b\u65b9\u6848\u3002\u5176\u6b21\uff0c\u201c\u7528\u6237\u624b\u52a8\u7b56\u5c55\u201d\u867d\u7136\u89c4\u907f\u4e86AI\u8bef\u5224\uff0c\u4f46\u4e5f\u5c06\u95e8\u69db\u62ac\u9ad8\uff1a\u5927\u591a\u6570\u7528\u6237\u751a\u81f3\u8bb0\u4e0d\u8d77\u4fdd\u5b58\uff0c\u66f4\u522b\u8bf4\u4e8b\u540e\u7ec4\u7ec7\u2014\u2014\u8fd9\u672c\u8d28\u4e0a\u662f\u628a\u4e00\u4e2a\u8ba4\u77e5\u8d1f\u62c5\u4eceAI\u8f6c\u5ac1\u7ed9\u4e86\u4eba\u7c7b\u3002\u6700\u540e\uff0c\u7f3a\u4e4f\u8de8\u6a21\u578b\u7684\u77e5\u8bc6\u5e94\u7528\uff08\u5982\u7528\u5b58\u4e0b\u6765\u7684Claude\u5bf9\u8bdd\u53bb\u8ffd\u95eeGemini\uff09\uff0c\u8ba9\u201c\u8bb0\u5fc6\u201d\u66f4\u50cf\u4e00\u4e2a\u9759\u6001\u6587\u4ef6\u5939\uff0c\u800c\u975e\u667a\u80fd\u4f53\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5546\u4e1a\u89d2\u5ea6\u770b\uff0c119\u7968\u3001\u5be5\u5be5\u6570\u6761\u6df1\u5ea6\u8bc4\u8bba\uff0c\u53cd\u6620\u4e86\u5e02\u573a\u5904\u4e8e\u65e9\u671f\u6559\u80b2\u9636\u6bb5\u3002\u4ea7\u54c1\u771f\u6b63\u7684\u58c1\u5792\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u5907\u4efd\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201cAI\u8bb0\u5fc6\u4ee3\u7406\u201d\u2014\u2014\u5373\u4e0d\u4ec5\u80fd\u5b58\uff0c\u8fd8\u8981\u80fd\u7406\u89e3\u3001\u5173\u8054\u3001\u590d\u7528\u65f6\u65e0\u9700\u7528\u6237\u624b\u52a8\u5582\u4e0a\u4e0b\u6587\u3002\u5982\u679c\u4e0d\u80fd\u89e3\u51b3\u6355\u83b7\u53ef\u9760\u6027\u548c\u4e3b\u52a8\u8bb0\u5fc6\u63d0\u70bc\u7684\u95ee\u9898\uff0cMemoriq\u5f88\u5bb9\u6613\u6ca6\u4e3a\u6781\u5ba2\u7ec8\u5c06\u653e\u5f03\u7684\u53c8\u4e00\u4e2a\u201c\u81ea\u5efa\u65b9\u6848\u201d\u3002\u5176\u5f00\u6e90\u6027\u662f\u4e00\u628a\u53cc\u5203\u5251\uff1a\u8d62\u5f97\u4e86\u9690\u79c1\u81f3\u4e0a\u7684\u53e3\u7891\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u5546\u4e1a\u5316\u8def\u5f84\u8270\u96be\u3002\u5982\u679c\u56e2\u961f\u540e\u7eed\u80fd\u63a8\u51fa\u53ef\u9760\u7684\u8de8\u5e73\u53f0\u8bed\u4e49\u68c0\u7d22\u548c\u52a0\u5bc6\u5171\u4eab\uff0c\u5e76\u8bbe\u8ba1\u51fa\u66f4\u4f18\u96c5\u7684\u81ea\u52a8\u6355\u83b7\u7b56\u7565\uff0c\u5b83\u4f1a\u6210\u4e3aAI\u5de5\u4f5c\u6d41\u4e2d\u7684\u6697\u591c\u706f\u5854\uff1b\u5426\u5219\uff0c\u5c31\u53ea\u662f\u4e00\u6b21\u6280\u672f\u4e4c\u6258\u90a6\u7684\u5b9e\u9a8c\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\">Memoriq<\/span>\n <\/div>\n<div class=\"comment-content\">Memoriq is your private AI memory for ChatGPT, Claude, Gemini and Grok. Save the conversations that matter in an end-to-end encrypted vault that only you can access. Open source, self-hostable, and built for people who don’t want to lose valuable AI chats or trust another plaintext cloud service. Search, organize, and keep your AI knowledge under your control.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi, I’m the creator of Memoriq.<\/p>\n<p>I built it because I kept losing useful conversations across ChatGPT, Claude, Gemini and Grok, and didn’t want to rely on another plaintext cloud service.<\/p>\n<p>Memoriq is an open-source, end-to-end encrypted AI memory that you can self-host or use as a hosted service. Your conversations stay private, and only you can access them.<\/p>\n<p>I’d appreciate any feedback on the project. Happy to answer any technical or security 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@giekaton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giekaton<\/a> I think the logo would be stronger if it carried a more meaningful concept that directly reflects the brand’s core purpose. Since Memoriq is about preserving important memories, personal growth, and connecting life experiences, the logo could incorporate symbolism related to memory, connection, timelines, or meaningful moments. A concept-driven logo would not only look attractive but also create a deeper emotional connection with users and make the brand more memorable. After carefully exploring your brand, this was simply a thought that came to mind, so I wanted to share it with you. I hope you find it helpful.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@giekaton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giekaton<\/a> The context problem with AI is real\u2014switching between Claude and ChatGPT means losing institutional knowledge. Private memory that persists across models is exactly what teams need. Have you thought about team-level memory contexts where multiple people can contribute to shared knowledge bases, or is staying individual-focused intentional for privacy?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>the multi-platform support across ChatGPT, Claude, Gemini, and Grok is the right coverage but the capture mechanism for each is probably different. some of these have APIs, some require browser extension scraping, and the reliability and permissions vary a lot between them. curious how the actual capture works across platforms and whether there are any that work more reliably than others or require different setup steps<\/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\/@ansari_adin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansari_adin<\/a> Good question!<\/p>\n<p>The capture path is provider-specific. ChatGPT is currently the most reliable because the extension uses OpenAI’s same-origin conversation API while you’re logged in, so it can retrieve the conversation directly from the provider.<\/p>\n<p>Claude, Gemini, and Grok currently rely on DOM extraction, since the goal is to work with the normal web interfaces rather than require separate API keys. Those providers change their UIs fairly often, so capture is best-effort. Gemini, for example, may require manual scrolling to the top for very long chats.<\/p>\n<p>Since browser extensions are generally not available on mobile, the long-term vision is to support native sharing on mobile, whether through the Memoriq PWA or a dedicated app, so useful AI conversations can be saved as naturally as they are on desktop.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The user-curated memory choice makes sense for launch and support workflows where only a few AI conversations are worth keeping as project history. The first thing I would test is whether a teammate can save a Claude\/ChatGPT thread, search it later, and prove it stayed private without turning it into another shared knowledge base. Does Memoriq support any team handoff model yet, or is the intended boundary strictly one private vault per person?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@hazy0\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hazy0<\/a> Right now, the focus is one private vault per person. End-to-end encrypted sharing is something I’d love to add in the future, and I think it could work well for teams.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>The capture asymmetry between platforms is the interesting engineering constraint here. ChatGPT via API is reliable, but Claude, Gemini, and Grok depend on DOM extraction. Meaning a UI change on any of those platforms can silently break capture or produce malformed saves.<\/p>\n<p>How do you handle version drift detection? Is it a user-visible failure (capture stops until an extension update ships) or does Memoriq degrade gracefully and capture partial content? Claude in particular has changed its conversation UI structure multiple times this year. What does the extension update cadence look like when a platform breaks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@binu_george\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@binu_george<\/a> That’s one of the main engineering challenges. Right now, if a provider changes its UI, capture quality can degrade until the extension is updated, although partial captures may still work depending on the change. Keeping up with provider changes is an ongoing part of the project.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>End-to-end encrypted + self-hostable is the combo that makes this trustworthy for anything work-related. The moment your AI history sits in someone else’s plaintext cloud, you can’t put real client or business context in it. Open source seals the deal because “private” only means something when you can verify it. The capture across four assistants is the hard part though – they don’t all expose the same hooks. Curious how you handle that without it breaking every time one of them changes their UI.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@david_marko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_marko<\/a> Thanks! The capture path is provider-specific. ChatGPT is the most reliable because it can use the provider’s conversation API, while Claude, Gemini, and Grok currently rely on DOM extraction. UI changes do happen, so the extension is designed to evolve alongside the providers and improve over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I bounce between Claude and ChatGPT depending on the task and re-explaining my project context every time gets old fast. A shared memory layer makes sense in theory, but I’d want to know how it decides what’s worth remembering vs noise. Is that automatic or do you curate it yourself?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@josedamian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josedamian<\/a> Right now, it’s user-curated rather than automatic. The idea is that you save the conversations you know you’ll want later instead of having another AI guess what’s important and what’s noise.<\/p>\n<p>Automatic memory is an interesting idea, but I think the right starting point is giving people a private place to save the conversations they care about.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The E2E encryption and self-hosting options are a huge win for anyone worried about data privacy with LLMs. What cryptographic primitives are you using to handle the end-to-end encryption without bottlenecking the search\/retrieval speed?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@luyanda_ntombela\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luyanda_ntombela<\/a> Thanks for the question!<\/p>\n<p>The current approach is to keep the cryptography fairly conventional and avoid clever encrypted indexing schemes for now. Memoriq uses a browser-generated 256-bit AES-GCM master encryption key (MEK). The user’s encryption password is processed with PBKDF2-SHA256, the MEK is wrapped with AES-KW, and conversations are encrypted locally before upload.<\/p>\n<p>To avoid search becoming a bottleneck, the server doesn’t perform content search at all. After you unlock the vault, encrypted conversation headers are decrypted locally in the browser and used for list and search operations, while full conversation bodies are decrypted on demand. Server-side semantic search is something I’d like to explore in the future, but only if it can preserve the privacy model.<\/p>\n<p>There’s a more detailed write-up of the encryption and extension architecture in the repo as well, if you’re interested in the implementation details, you can find it on <a href=\"https:\/\/github.com\/memoriqme\/memoriq\/blob\/main\/docs\/E2EE-and-extension.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">GitHub<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Ok but what can I do with stored conversations? Can I search across all my saved chats? Can I use them in other LLMs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zopteraa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zopteraa<\/a> Yes, you can already search across conversations saved from different AI providers in one place.<\/p>\n<p>Right now, exports are encrypted vault backups rather than a format for other LLMs. Memoriq is still in beta, and I’m focused on getting the core experience right first.<\/p>\n<p>Longer term, I think there’s a lot of potential for richer semantic search, privacy-preserving AI agents that can work with your own conversation library, end-to-end encrypted sharing, and new ways to connect knowledge across different AI providers.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YCRXMCPH3NBX33\" class=\"app-title\">Conan<\/a><\/p>\n<div class=\"one-liner\">A native Mac cockpit for Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">115<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Conan \u662f\u4e00\u6b3e\u539f\u751f macOS \u684c\u9762\u5e94\u7528\uff0c\u4e3a Claude Code \u7ec8\u7aef\u7528\u6237\u63d0\u4f9b\u5b9e\u65f6\u72b6\u6001\u9762\u677f\uff08HUD\uff09\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u65e0\u6cd5\u76f4\u89c2\u8ffd\u8e2a AI \u4ee3\u7406\u5de5\u5177\u8c03\u7528\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u538b\u529b\u548c Token \u6d88\u8017\u7684\u75db\u70b9\uff0c\u5c06\u788e\u7247\u5316\u4fe1\u606f\u6574\u5408\u4e3a\u53ef\u4e00\u773c\u638c\u63a7\u7684\u201c\u9a7e\u9a76\u8231\u201d\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/2a7d1858-9ae5-4e12-b98e-d1957c1555ae.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/j-iAWTQFbhI\"><source src=\"https:\/\/youtu.be\/j-iAWTQFbhI\" 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\/003f5902-a264-4b3d-92ff-0b5c8cf115dd.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\/c8e39cdc-b07c-49dd-808c-9c5ef26ac312.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\">Mac<\/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\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Claude Code\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">macOS\u684c\u9762\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u7a97\u53e3<\/span><br \/>\n <span class=\"tag\">Token\u6d88\u8017<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u9690\u79c1<\/span><br \/>\n <span class=\"tag\">\u591a\u4f1a\u8bdd\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">HUD\u9762\u677f<\/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\u5b9e\u65f6\u4e0a\u4e0b\u6587\u7a97\u53e3\u548c\u6280\u80fd\u8c03\u7528\u8ffd\u6eaf\u529f\u80fd\uff0c\u5e76\u5efa\u8bae\u52a0\u5165\u591a\u4f1a\u8bdd\u6982\u89c8\u30015\u5206\u949f\u6458\u8981\u548c\u5173\u952e\u5931\u8d25\u6a21\u5f0f\u9ad8\u4eae\u3002\u90e8\u5206\u7528\u6237\u62c5\u5fc3\u8fc7\u5ea6\u66dd\u5149\u589e\u52a0\u8ba4\u77e5\u8d1f\u8377\uff0c\u4f46\u5bf9\u672c\u5730\u4f18\u5148\u3001\u65e0\u9065\u6d4b\u7684\u9690\u79c1\u8bbe\u8ba1\u7ed9\u4e88\u9ad8\u5ea6\u8bc4\u4ef7\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 Conan \u7cbe\u51c6\u5207\u4e2d\u4e86\u201cAI\u8f85\u52a9\u7f16\u7a0b\u5931\u63a7\u611f\u201d\u8fd9\u4e00\u9690\u6027\u75db\u70b9\uff1a\u5f53 Claude Code \u53d8\u6210\u9ed1\u76d2\uff0c\u5f00\u53d1\u8005\u53ea\u80fd\u901a\u8fc7\u7ec8\u7aef\u6eda\u52a8\u6761\u731c\u6d4b\u5b83\u6b63\u5728\u505a\u4ec0\u4e48\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u591a\u51fa\u4e00\u4e2a\u4eea\u8868\u76d8\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u9690\u5f62\u6210\u672c\u201d\u663e\u6027\u5316\u2014\u2014\u4e0a\u4e0b\u6587\u7a97\u53e3\u538b\u529b\u3001Token\u6d88\u8017\u3001\u6280\u80fd\u8c03\u7528\u94fe\uff0c\u8fd9\u4e9b\u672c\u662f\u5de5\u7a0b\u5e08\u4f18\u5316AI\u4ea4\u4e92\u7684\u5173\u952e\u8d44\u4ea7\uff0c\u5374\u88ab\u539f\u751f\u7ec8\u7aef\u4e3b\u52a8\u9690\u85cf\u4e86\u3002Conan \u9009\u62e9\u4e86\u672c\u5730\u94a9\u5b50\u4e8b\u4ef6\u6d41\u800c\u975e\u65e5\u5fd7\u8f6e\u8be2\uff0c\u4fdd\u8bc1\u4e86\u5b9e\u65f6\u6027\uff0c\u5e76\u89c4\u907f\u4e86\u8fdc\u7a0b\u8ffd\u8e2a\u5e26\u6765\u7684\u9690\u79c1\u5408\u89c4\u98ce\u9669\uff0c\u8fd9\u5bf9\u4f01\u4e1a\u7ea7\u7528\u6237\u662f\u6740\u624b\u7ea7\u5356\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u4ea7\u54c1\u6709\u7ed3\u6784\u6027\u95ee\u9898\uff1a\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u201c\u770b\u677f\u201d\uff0c\u800c\u975e\u201c\u63a7\u5236\u53f0\u201d\u3002\u5b83\u544a\u8bc9\u7528\u6237\u53d1\u751f\u4e86\u4ec0\u4e48\uff0c\u5374\u4e0d\u63d0\u4f9b\u5e72\u9884\u673a\u5236\u2014\u2014\u5f53\u4e0a\u4e0b\u6587\u538b\u529b\u98d9\u5347\uff0c\u7528\u6237\u53ea\u80fd\u770b\u7740\u5b83\u6da8\uff0c\u7136\u540e\u624b\u52a8\u5207\u5230 Claude Code \u8f93\u5165\/compact\u3002\u5982\u679cConan\u4e0b\u4e00\u6b65\u80fd\u5d4c\u5165\u52a8\u4f5c\uff08\u5982\u4e00\u952e\u538b\u7f29\u4e0a\u4e0b\u6587\u3001\u6682\u505c\u6216\u91cd\u8bd5\u5931\u8d25\u7684\u5de5\u5177\u8c03\u7528\uff09\uff0c\u5b83\u624d\u80fd\u4ece\u201c\u526f\u5c4f\u76d1\u63a7\u201d\u5347\u7ea7\u4e3a\u771f\u6b63\u7684\u5f00\u53d1\u9a7e\u9a76\u8231\u3002\u6b64\u5916\uff0c\u6301\u7eed\u76d1\u63a7AI\u884c\u4e3a\u672c\u8eab\u5b58\u5728\u8fb9\u9645\u6548\u5e94\u9012\u51cf\u2014\u2014\u591a\u6570\u5f00\u53d1\u8005\u6700\u7ec8\u53ea\u5173\u5fc3\u7ed3\u679c\u662f\u5426\u6b63\u786e\uff0c\u800c\u975e\u8fc7\u7a0b\u5e72\u51c0\u4e0e\u5426\u3002Conan\u5728\u653b\u7834\u521d\u671f\u795e\u79d8\u611f\u540e\uff0c\u9700\u8981\u8bc1\u660e\u81ea\u5df1\u662f\u65e5\u5e38\u5f00\u53d1\u4e2d\u4e0d\u53ef\u7ed5\u8fc7\u7684\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u800c\u975e\u53c8\u4e00\u4ee4\u4eba\u5206\u5fc3\u7684\u201c\u95ea\u5149\u706f\u201d\u3002\u5b9a\u4ef7\u6a21\u5f0f\uff08\u514d\u8d39+\u4e00\u6b21\u6027$29\uff09\u806a\u660e\u4e14\u514b\u5236\uff0c\u4f461.x\u7684\u7ec8\u8eab\u66f4\u65b0\u627f\u8bfa\u5728\u751f\u6001\u5feb\u901f\u8fed\u4ee3\u4e0b\u80fd\u5426\u5151\u73b0\uff0c\u503c\u5f97\u89c2\u671b\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\">Conan<\/span>\n <\/div>\n<div class=\"comment-content\">Conan is a native macOS app that wraps Claude Code in a live HUD \u2014 every prompt, tool call, skill, and token, surfaced as it happens.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b I’m Randy.<\/p>\n<p>I use Claude Code all day, and I kept losing track of what it was actually doing. It’d go heads-down for two minutes firing tools and burning context, and the terminal showed me everything except what I cared about. Which tools did it just run? How full is the context window?<\/p>\n<p>I ended up with a usage CLI in one tab, a cost tool in another, and a statusline I had to squint at. I didn’t want three side-tools. I wanted one surface to glance at. A cockpit.<\/p>\n<p>So I built Conan, a native macOS app that sits beside Claude Code and turns its live session into a HUD:<\/p>\n<p>– a streaming timeline of every prompt, tool call, and skill as it fires<br \/>– a context-window gauge you watch fill<br \/>– a usage and cost pulse<\/p>\n<p>It reads Claude Code’s local data. No telemetry, nothing about your code or prompts ever leaves the machine.<\/p>\n<p>It’s free to use. A one-time $29 unlocks Premium, no subscription, lifetime 1.x updates. macOS-first today; Windows and Linux folks can grab the waitlist.<\/p>\n<p>I’d love your honest feedback, especially from people who live in Claude Code. What would make this a daily driver for you?<\/p>\n<p>Try it \u2192 <a href=\"https:\/\/www.conan.sh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.conan.sh<\/a><\/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>The local-only angle is important here; for a Claude Code HUD, I\u2019d care less about another dashboard and more about making pauses, tool failures, and context pressure obvious at a glance.<\/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\/@jimmy_lee12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimmy_lee12<\/a> Yep, nailed the priorities. Context pressure’s the headline number (with a handoff button right there when it spikes), and failures\/pauses pop in the timeline instead of hiding in scrollback. Curious if there’s a failure mode you’d want louder than the rest?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 href=\"https:\/\/www.producthunt.com\/@randydigital\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"randydigital\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@randydigital<\/a> I understand the problem, but I keep wondering how many developers actually care about the mechanics versus the result.<\/p>\n<p>If Claude spends 20 tool calls and 50k tokens but still produces the correct outcome, does the average developer want to inspect the journey? Or is this aimed more at engineering managers and power users who need visibility into cost and behavior?<\/p>\n<p>Feels like there are potentially two very different customers hiding behind the same product.<\/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\/@josh_bennett1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josh_bennett1<\/a> Totally fair worry. Where it really earns its keep is build\/loop runs, you can actually see the tasks the agent is working through instead of squinting at scrollback wondering what step it’s on.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 href=\"https:\/\/www.producthunt.com\/@randydigital\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"randydigital\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@randydigital<\/a> Interesting idea. One thing I\u2019ve noticed with Claude Code is that the more information you expose, the more cognitive load you can accidentally create. At what point does the HUD become another dashboard people monitor instead of something that helps them stay focused?<\/p>\n<\/p>\n<p>I\u2019m also curious whether users actually change their behavior after seeing token usage, tool calls, and context consumption in real time, or if it\u2019s mostly reassurance that the agent is doing what they expect. Have you seen any surprising patterns there?<\/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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a> Yeah, two real ones for me. The 60% rule, once context passes ~60% I compact\/handoff instead of gambling, purely because I can see it climbing live. And confirming my skills actually fire without invocation, the timeline shows fired + considered, so I know whether the one I expected actually kicked in. Both changed how I work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 live in the Claude Code terminal all day and honestly the bare CLI experience is fine until you’re juggling more than one session \u2014 then it’s just tabs everywhere and losing track of what’s running where. A proper native Mac UI for this seems overdue. Does it let you switch between multiple active sessions easily, or is it more of a single-session viewer?<\/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\/@josedamian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@josedamian<\/a> Multi-session, not just a viewer. Each session opens in its own tab, and each tab holds onto its working directory, so you always know which project is running where.<\/p>\n<p>The “tabs everywhere, losing track” pain is basically the whole reason it exists. Give it a try under your real workload and tell me if it holds up.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>the interesting fork for a claude code cockpit is where you tap state \u2014 parsing the .claude jsonl logs vs wrapping the process for live events. the log route is robust but always a step behind.<\/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\/@qifengzheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@qifengzheng<\/a> We went hooks-first instead of log-tailing. Claude Code’s hook system pushes events to a local gateway live, so we dodge the “step behind” problem. Logs are still useful for history backfill, and we scrape the live TUI frame for the stuff that’s neither logged nor hooked (\/context, \/usage token counts).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Cool tool, the most pain point for me is skill usage, I don’t know which skill claude code actual choose in conversation unless I specify to model.<\/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\/@sleekzheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sleekzheng<\/a> this is actually one of the main things Conan tries to solve. the Timeline shows which skill fired on each turn, and since Claude Code doesn’t expose its own skill scoring, there’s a heuristic that also surfaces which skills were considered, not just the one that won. so you get to see the choice happening instead of guessing. curious if that’s the kind of visibility you were after.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on putting this together.<\/p>\n<p>The problem is real IMO, especially when managing multiple concurrent agents. But to extend your analogy: if a cockpit has too many flashing lights and live streams, the pilot still gets overwhelmed.<\/p>\n<p>For me, the ultimate HUD wouldn’t just stream the raw data\u2014it would <strong>summarize it<\/strong>. I\u2019d love a feature inspired by how Gemini handles meetings: if I’m deeply focused on another task for 5 minutes and glance back, give me a quick “catch up” summary of what the agent actually achieved over those 5 minutes.<\/p>\n<p>Distilling the chaos into a quick TL;DR status report. <\/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\/@rightsum\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rightsum<\/a> Totally fair, the flashing-lights problem is real. right now Conan leans toward the raw stream (every prompt, tool call, skill, token as it happens) but you’re right that past a certain pace you want the distilled version, not the firehose. a “what did the agent actually do in the last 5 min” catch-up summary is a great idea, especially with multiple agents running. putting it on the list. appreciate the thoughtful take.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>As someone who lives in Claude Code and Cursor daily, a native Mac cockpit is exactly what I’ve been missing \u2014 losing track of context across terminal tabs is the real pain. Does it handle multiple parallel Claude Code sessions\/worktrees in one view? 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>The context-window gauge is the feature I didn’t know I needed. I run long Claude Code sessions and the moment it starts compacting is exactly when things get fuzzy – having that fill level in sight beats finding out the hard way. The three-side-tools-into-one-cockpit framing is the right call too; I was squinting at a statusline for the same info. And keeping it all local (reads Claude Code’s own data, nothing leaves the machine) is the detail that makes it actually usable for client work. How live is the timeline – true streaming as tools fire, or polled?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@david_marko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_marko<\/a> Appreciate this \u2014 you nailed the three things we obsessed over: the gauge, collapsing the scattered statuslines into one cockpit, and keeping everything on your machine.<\/p>\n<\/p>\n<p>On the timeline: it’s true streaming, not polled. Claude Code itself tells Conan the moment something happens such as a tool firing, a prompt goes out, or a skill runs, and that row shows up instantly. There’s no refresh loop sitting there checking every few seconds; the event pushes straight through. So what you’re watching is exactly as live as the session itself.<\/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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WJYHGPH6R7XFWF\" class=\"app-title\">Allergo<\/a><\/p>\n<div class=\"one-liner\">Translate your allergies, anywhere.<\/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>Allergo\u5e2e\u52a9\u7528\u6237\u5728\u65c5\u884c\u4e2d\u901a\u8fc7\u751f\u621075+\u8bed\u8a00\/\u5730\u533a\u7684\u8fc7\u654f\u4fe1\u606f\u5361\u7247\u5e76\u5b58\u5165Apple Wallet\uff0c\u89e3\u51b3\u56e0\u8bed\u8a00\u4e0d\u901a\u5bfc\u81f4\u7684\u8fc7\u654f\u539f\u6c9f\u901a\u969c\u788d\u4e0e\u996e\u98df\u5b89\u5168\u98ce\u9669\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/480c6c17-9eb6-477b-9b54-bb5de27edab9.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\/9d16a371-ba03-4b67-9805-52e916cf4127.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\/4294fb5e-7c21-4fc6-b26c-7337bef15763.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\/c2399518-b490-4131-b802-41cbfaa669e9.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\/847d143d-94d2-4f5a-bfbc-ed9a85f87e90.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\/dfc3ac74-4ed4-4a33-a8ee-96c78bc10a76.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\/eba57706-4933-4f51-91b1-7fdec530dbb0.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Travel<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8fc7\u654f\u7ffb\u8bd1\u5361<\/span><br \/>\n <span class=\"tag\">\u65c5\u884c\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">Apple Wallet\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u6c9f\u901a<\/span><br \/>\n <span class=\"tag\">\u996e\u98df\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u65e0\u969c\u788d\u51fa\u884c<\/span><br \/>\n <span class=\"tag\">\u7d27\u6025\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">\u533b\u7597\u8f85\u52a9APP<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5316\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\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\u80af\u5b9a\u4e86\u4ea7\u54c1\u7684\u5b9e\u7528\u6027\uff0c\u5c24\u5176\u9488\u5bf9\u513f\u7ae5\u6216\u4f34\u4fa3\u6709\u8fc7\u654f\u75c7\u72b6\u7684\u5bb6\u5ead\u3002\u4e3b\u8981\u5efa\u8bae\uff1a1. \u9700\u533a\u5206\u673a\u5668\u7ffb\u8bd1\u4e0e\u6bcd\u8bed\u9a8c\u8bc1\u6807\u8bc6\uff08\u5df2\u89c4\u5212\u66f4\u65b0\uff09\uff1b2. \u90e8\u5206\u7528\u6237\u8d28\u7591\u662f\u5426\u9700\u8981\u72ec\u7acbApp\uff0c\u5e0c\u671b\u63d0\u4f9b\u7269\u7406\u5361\u7247\u9009\u9879\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 Allergo\u5207\u5165\u7684\u662f\u4e00\u4e2a\u771f\u5b9e\u4f46\u88ab\u4e25\u91cd\u4f4e\u4f30\u7684\u7ec6\u5206\u75db\u70b9\u2014\u2014\u8bed\u8a00\u5dee\u5f02\u5bfc\u81f4\u7684\u8fc7\u654f\u4fe1\u606f\u8bef\u8bfb\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e0d\u5728\u4e8e\u7ffb\u8bd1\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u8bed\u4e49\u6a21\u7cca\u201d\u8f6c\u5316\u4e3a\u201c\u60c5\u5883\u786e\u5b9a\u201d\uff1a\u901a\u8fc7\u672c\u5730\u5316\u63aa\u8f9e\uff08\u5982\u201c\u82b1\u751f\u201d\u5728\u4e0d\u540c\u897f\u8bed\u56fd\u5bb6\u7684\u4e0d\u540c\u8bf4\u6cd5\uff09\u548cApple Wallet\u7684\u514dApp\u6253\u5f00\u8bbe\u8ba1\uff0c\u964d\u4f4e\u4e86\u6c9f\u901a\u6469\u64e6\u4e0e\u51b3\u7b56\u7126\u8651\u3002\u4f46\u5f53\u524d\u4ea7\u54c1\u5b58\u5728\u660e\u663e\u9690\u60a3\uff1a\u4e13\u4e1a\u7ffb\u8bd1\u4e0e\u6bcd\u8bed\u9a8c\u8bc1\u5c1a\u672a\u8986\u76d6\u6240\u670973\u79cd\u8bed\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u7d27\u6025\u573a\u666f\u4e0b\u7528\u6237\u53ef\u80fd\u4ecd\u5728\u7528\u201c\u4e0d\u53ef\u9760\u7684\u673a\u5668\u7ffb\u8bd1\u201d\u4e0e\u670d\u52a1\u5458\u5bf9\u5cd9\uff0c\u8fd9\u8fdd\u80cc\u4e86\u4ea7\u54c1\u5ba3\u79f0\u7684\u201c\u6e05\u6670\u6c9f\u901a\u201d\u521d\u8877\u3002\u6b64\u5916\uff0c\u72ec\u7acbApp\u7684\u5f62\u6001\u5728\u4f4e\u9891\u4f7f\u7528\u573a\u666f\u4e2d\u663e\u5f97\u5197\u4f59\uff0c\u82e5\u80fd\u8fdb\u4e00\u6b65\u5d4c\u5165\u7cfb\u7edf\u7ea7\u5feb\u6377\u6307\u4ee4\uff08\u5982Siri\u6377\u5f84\uff09\u6216\u4e0e\u673a\u7968\/\u9152\u5e97\u9884\u8ba2\u5e73\u53f0\u8054\u52a8\uff0c\u624d\u53ef\u80fd\u771f\u6b63\u5f62\u6210\u62a4\u57ce\u6cb3\u3002\u4ece\u5546\u4e1a\u5316\u89d2\u5ea6\u770b\uff0c\u8f7b\u91cf\u7ea7\u5de5\u5177\u5f88\u96be\u652f\u6491\u72ec\u7acb\u4ed8\u8d39\u8ba2\u9605\uff0c\u82e5\u672a\u6765\u80fd\u5411\u4fdd\u9669\u516c\u53f8\u3001\u65c5\u884c\u793e\u6216\u8fc7\u654f\u533b\u7597\u793e\u7fa4\uff08\u5982\u98df\u7269\u8fc7\u654f\u60a3\u8005\u534f\u4f1a\uff09\u63d0\u4f9b\u5b9a\u5236\u5316B\u7aef\u7248\u672c\uff0c\u6216\u8bb8\u6bd4\u5355\u7eaf\u8ffd\u6c42C\u7aef\u4e0b\u8f7d\u91cf\u66f4\u6709\u5546\u4e1a\u5b9e\u8d28\u3002\u603b\u4f53\u800c\u8a00\uff0cAllergo\u7684\u201c\u95ee\u9898\u53d1\u73b0\u201d\u6781\u5176\u7cbe\u51c6\uff0c\u4f46\u201c\u89e3\u51b3\u65b9\u6848\u201d\u8ddd\u79bb\u201c\u8db3\u591f\u53ef\u9760\u201d\u8fd8\u6709\u4e00\u5230\u4e24\u4e2a\u7248\u672c\u7684\u8ddd\u79bb\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\">Allergo<\/span>\n <\/div>\n<div class=\"comment-content\">Allergo helps you create allergy translation cards for 75+ languages\/countries. Add cards to Apple Wallet for quick access anywhere. Features also include conversation helpers and emergency SOS translations, automatically translated to the users location. Designed for real-world use, with localisation across countries. Professional translations, and more native speaker verifications, are coming soon via over-the-air updates. Built for anyone travelling with allergies or dietary restrictions.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone \ud83d\udc4b<\/p>\n<p>I built Allergo after years of struggling to explain my food allergies while travelling – especially in places where even small translation differences can completely change the meaning.<\/p>\n<p>One moment that really stuck with me was realising that the word for \u201cpeanut\u201d isn\u2019t consistent across Spanish-speaking countries. That\u2019s when I started thinking there should be something more reliable than Google Translate or standard allergy cards.<\/p>\n<p>Allergo focuses on:<br \/>\n\u2022 Clear allergy communication (not generic translation)<br \/>\n\u2022 Localised wording depending on country (work in progress)<br \/>\n\u2022 Simple cards you can show in restaurants, available in-app and in Apple Wallet<\/p>\n<p>It\u2019s still early, so I\u2019d genuinely love feedback – especially from anyone who travels with allergies or manages them for family members.<\/p>\n<p>Happy to answer any questions, and really appreciate any support \ud83d\ude4f<\/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\/@benpoarch\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@benpoarch<\/a> very thoughtful product, good luck for 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\/@benpoarch\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@benpoarch<\/a> Congrats on the launch! Very interesting and useful product. I have a sister with a severe peanut allergy, so I’ve seen what a struggle dining out can be. And when you add language as a barrier, the frustration (and risk) becomes real. <\/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\">@benpoarch i love when solutions come from a real problems and more when you are living the problem!! congrats i love 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This is a really cool app! My wife and I both have allergies and struggle to find places to eat comfortably.<\/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>Putting it in Apple Wallet looks the right call, nobody’s opening an app while the waiter stands there. Do the cards show which translations are machine-done vs native-verified yet?<\/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\/@artstavenka1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artstavenka1<\/a> hi! I\u2019m working on releasing an update in the next week or so including professional translations for Spanish and Portuguese (localised to the majority of Latin American countries as well as Spain\/Portugal) and have natively verified Chinese, Italian, German and more! These will show as badges in the language dropdown list when you create a new card.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Good job! I like the idea, specially given this can be a disaster when you’re travelling with a kid. <br \/>Although I’m not sure if I want a seperate mobile application on my phone specifically for this. <\/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\/@rightsum\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rightsum<\/a> Hi! Would you prefer a physical card? There are of course benefits of both, an app allows <\/p>\n<p> wallet pass access, quick card creation and more <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ETIUC5Z6WKYK2T\" class=\"app-title\">Reverie.fm<\/a><\/p>\n<div class=\"one-liner\">A fully private & offline location based music journal app<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Reverie.fm \u5c06\u97f3\u4e50\u4e0e\u5730\u7406\u4f4d\u7f6e\u7ed1\u5b9a\uff0c\u8ba9\u7528\u6237\u5728\u4e00\u5f20\u5b8c\u5168\u79c1\u5bc6\u3001\u79bb\u7ebf\u53ef\u7528\u7684\u5730\u56fe\u4e0a\u8bb0\u5f55\u6bcf\u4e2a\u5730\u70b9\u66fe\u542c\u8fc7\u7684\u6b4c\u66f2\u4e0e\u5fc3\u5883\uff0c\u6253\u9020\u4e2a\u4eba\u5316\u7684\u97f3\u4e50\u8bb0\u5fc6\u65e5\u8bb0\uff0c\u89e3\u51b3\u201c\u542c\u5230\u67d0\u9996\u6b4c\u5374\u60f3\u4e0d\u8d77\u5728\u54ea\u91cc\u201d\u7684\u6000\u65e7\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22cda552-6574-490e-a354-32af9c9e8052.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\/6ccefe70-b62e-4a25-b7a5-388a4c9ba06a.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\/1d856b96-8aad-4eaf-9bdf-6563d09c5ed1.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\/e9c9bd09-f7c9-4b70-bc40-f5dd68ea5e91.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\">Music<\/span><br \/>\n <span class=\"tag\">Maps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u97f3\u4e50\u65e5\u8bb0<\/span><br \/>\n <span class=\"tag\">\u4f4d\u7f6e\u7ed1\u5b9a<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">Apple Music<\/span><br \/>\n <span class=\"tag\">\u60c5\u611f\u8bb0\u5fc6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5730\u56fe<\/span><br \/>\n <span class=\"tag\">\u97f3\u4e50\u6807\u7b7e<\/span><br \/>\n <span class=\"tag\">\u8bb0\u5fc6\u6536\u85cf<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u79c1\u5bc6\u3001\u79bb\u7ebf\u3001\u4e2a\u4eba\u5316\u8bb0\u5fc6\u65e5\u8bb0\u7684\u7406\u5ff5\uff0c\u8ba4\u4e3a\u6bd4\u666e\u901a\u97f3\u4e50\u5e94\u7528\u66f4\u6709\u610f\u4e49\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u4ec5\u652f\u6301 Apple Music \u7684\u9650\u5236\uff0c\u591a\u4f4d\u7528\u6237\u671f\u5f85\u540e\u7eed\u80fd\u63a5\u5165 Spotify \u4ee5\u6269\u5927\u4f7f\u7528\u7fa4\u4f53\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 Reverie.fm \u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u523b\u610f\u9009\u62e9\u4e86\u201c\u5c0f\u800c\u7f8e\u201d\u7684\u8fb9\u754c\u3002\u5728\u6d41\u5a92\u4f53\u5e73\u53f0\u4e89\u62a2\u793e\u4ea4\u5173\u7cfb\u94fe\u548c\u516c\u5171\u6b4c\u5355\u7684\u5f53\u4e0b\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u5c06\u97f3\u4e50\u4ece\u5206\u4eab\u7684\u8d27\u5e01\u53d8\u56de\u79c1\u6709\u7684\u8bb0\u5fc6\u8f7d\u4f53\u3002\u4ea7\u54c1\u5185\u6838\u5e76\u975e\u4e00\u4e2a\u201c\u66f4\u597d\u7684\u64ad\u653e\u5668\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u5730\u7406\u5316\u7684\u65f6\u95f4\u80f6\u56ca\u201d\u3002\u5176\u79bb\u7ebf\u4f18\u5148\u548c\u5168\u672c\u5730\u5b58\u50a8\u7684\u7279\u6027\uff0c\u7cbe\u51c6\u51fb\u4e2d\u4e86\u6570\u5b57\u65f6\u4ee3\u201c\u6570\u636e\u6240\u6709\u6743\u201d\u7684\u7126\u8651\uff0c\u8ba9\u7528\u6237\u4e0d\u5fc5\u62c5\u5fc3\u6b4c\u5355\u65e5\u8bb0\u56e0\u67d0\u5929\u5e73\u53f0\u505c\u6b62\u670d\u52a1\u800c\u6d88\u5931\u3002\u7136\u800c\uff0cApple Music Only \u7684\u9650\u5236\u662f\u4e00\u628a\u53cc\u5203\u5251\uff1a\u5b83\u8ba9\u5f00\u53d1\u8005\u5728\u65e9\u671f\u5f97\u4ee5\u805a\u7126\u6253\u78e8\u4f53\u9a8c\uff0c\u4f46\u4e5f\u5c06\u6838\u5fc3\u53d7\u4f17\u7684\u89c4\u6a21\u9501\u6b7b\u5728\u4e86\u82f9\u679c\u751f\u6001\u7684\u91cd\u5ea6\u7528\u6237\u5185\uff0c\u800c\u8fd9\u7c7b\u7528\u6237\u5f80\u5f80\u4e0d\u7f3a\u66f4\u597d\u7684\u97f3\u4e50 App\u3002\u66f4\u6df1\u5c42\u7684\u95ee\u9898\u662f\uff0c\u8fd9\u6b3e\u4ea7\u54c1\u672c\u8d28\u4e0a\u662f\u5728\u5bf9\u6297\u6d41\u5a92\u4f53\u7684\u201c\u4e91\u5316\u201d\u548c\u201c\u7b97\u6cd5\u63a8\u8350\u201d\u2014\u2014\u5b83\u4f9d\u8d56\u7528\u6237\u4e3b\u52a8\u521b\u4f5c\u8bb0\u5fc6\uff0c\u7f3a\u4e4f Spotify \u7684\u201c\u5e74\u5ea6\u603b\u7ed3\u201d\u90a3\u79cd\u4f4e\u6210\u672c\u9ad8\u56de\u62a5\u7684\u793e\u4ea4\u6fc0\u52b1\u3002\u5982\u679c\u65e0\u6cd5\u627e\u5230\u4e00\u79cd\u673a\u5236\u8ba9\u201c\u8bb0\u5f55\u201d\u53d8\u5f97\u50cf\u201c\u64ad\u653e\u201d\u4e00\u6837\u81ea\u7136\uff08\u4f8b\u5982\u81ea\u52a8\u8bc6\u522b\u8033\u673a\u4f4d\u7f6e\u7684\u542c\u6b4c\u8bb0\u5f55\uff09\uff0c\u5b83\u5f88\u53ef\u80fd\u6210\u4e3a\u4e00\u5ea7\u7cbe\u81f4\u7684\u3001\u4f46\u7528\u6237\u6d3b\u8dc3\u5ea6\u4e0d\u9ad8\u7684\u6570\u5b57\u535a\u7269\u9986\u3002\u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u7684\u591a\u5be1\uff0c\u800c\u5728\u4e8e\u5b83\u5e2e\u7528\u6237\u56de\u7b54\u4e86\u201c\u6211\u7684\u4eba\u751f\u97f3\u4e50\u5730\u56fe\u662f\u4ec0\u4e48\u6837\u7684\u201d\u8fd9\u4e2a\u611f\u6027\u547d\u9898\u2014\u2014\u524d\u63d0\u662f\u7528\u6237\u613f\u610f\u81ea\u5df1\u52a8\u624b\u753b\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\">Reverie.fm<\/span>\n <\/div>\n<div class=\"comment-content\">Reverie FM maps your life’s soundtrack. I built it because I wanted to remember not just where I was, but what I was listening to. It lets you pin songs to specific places on a map, attaching moods and memories to those spots. It’s completely private, local, and built for Apple Music. It’s a personal atlas of the songs that I was and the locations that remind me of them.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The Apple Music-only limitation is a real constraint but I get why, keeping it focused probably helped ship this. Spotify support would be huge though. The idea of tying songs to places and moods instead of just playlists is something I didn’t know I needed. Good luck with 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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love how quiet and personal this is. Private, offline-first, songs pinned to places and moods, it feels much closer to a memory journal than another music app, and that’s exactly the good part. I’m building in the private-memories space myself, so the “personal atlas of the songs you were” framing really lands for me.<\/p>\n<\/p>\n<p>One honest wish: Apple Music only is a tough gate. I’m not on it, so I can’t actually try it, and I suspect a lot of people are in the same spot. Spotify support down the line would open this up to the audience the idea deserves. Rooting for it \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@keirodev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@keirodev<\/a> Hey! You should be able to still connect Apple music without a subscription and the app will still work! You just won’t be able to create a playlist<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 like the quiet, offline-first approach here. A music diary should feel personal instead of social by default, and tying songs to places and moods makes the listening history much more meaningful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 how personal this idea is. Music is often tied to places and moments, so being able to pin songs to a private map makes it feel more like a memory journal than just another music app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/EL6DFVOIIE4N2C\" class=\"app-title\">Pool<\/a><\/p>\n<div class=\"one-liner\">Save anything with a screenshot. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">73<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pool \u662f\u4e00\u6b3e\u5c06\u622a\u56fe\u81ea\u52a8\u8bc6\u522b\u5e76\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u5185\u5bb9\u7684\u6548\u7387\u5de5\u5177\uff0c\u89e3\u51b3\u7528\u6237\u5728\u76f8\u518c\u4e2d\u622a\u56fe\u201c\u62cd\u5b8c\u5373\u5fd8\u201d\u3001\u96be\u4ee5\u68c0\u7d22\u548c\u884c\u52a8\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/74e586e0-9a1e-4456-97e0-6cd01b15741e.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\/3fb042a0-92f9-4f70-98b4-4a5be447ee82.webp?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\/b8811f32-3d2c-490b-bda3-83b3ebcbbb02.webp?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\/e9108511-66d7-447f-b1ec-bcf7d55a991f.webp?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\/34899781-edc5-4255-b696-03ff560b74cd.webp?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\/37c61dde-19d3-442a-af6b-ee9b193f68e1.webp?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\/ac521eac-0639-4bfb-a5ec-11894a0943d8.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Photography<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">AI\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5206\u7c7b<\/span><br \/>\n <span class=\"tag\">\u94fe\u63a5\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u6536\u85cf<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5206\u4eab<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6c89\u6dc0<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\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\u79f0\u8d5ePool\u80fd\u81ea\u52a8\u63d0\u53d6\u622a\u56fe\u4e2d\u7684\u5173\u952e\u4fe1\u606f\uff08\u5982\u7f51\u9875\u94fe\u63a5\u3001\u5e94\u7528\u5165\u53e3\uff09\uff0c\u5e76\u63d0\u4f9b\u201c\u6ce8\u518c\u201d\u3001\u201c\u6dfb\u52a0\u65e5\u5386\u201d\u7b49\u76f4\u63a5\u884c\u52a8\u6309\u94ae\uff0c\u6709\u6548\u89e3\u51b3\u4e86\u622a\u56fe\u4fe1\u606f\u201c\u77f3\u6c89\u5927\u6d77\u201d\u7684\u95ee\u9898\uff0c\u6fc0\u6d3b\u4e86\u88ab\u9057\u5fd8\u7684\u5185\u5bb9\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Pool\u7684\u5207\u5165\u70b9\u975e\u5e38\u7cbe\u51c6\u2014\u2014\u5b83\u6ca1\u6709\u53bb\u548c\u6210\u719f\u7684\u7b14\u8bb0\u6216\u4e91\u5b58\u50a8\u5e94\u7528\u6b63\u9762\u7ade\u4e89\uff0c\u800c\u662f\u7784\u51c6\u4e86\u667a\u80fd\u624b\u673a\u7528\u6237\u6700\u666e\u904d\u4f46\u6700\u88ab\u5ffd\u89c6\u7684\u201c\u622a\u56fe\u5806\u79ef\u201d\u75db\u70b9\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u5b58\u50a8\u201d\uff0c\u800c\u5728\u4e8e\u201c\u63d0\u53d6\u201d\u4e0e\u201c\u884c\u52a8\u201d\u3002\u901a\u8fc7AI\u81ea\u52a8\u89e3\u6790\u622a\u56fe\u5185\u5bb9\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u7684\u94fe\u63a5\u6216\u6761\u76ee\uff0cPool\u5b9e\u9645\u4e0a\u662f\u5728\u91cd\u5851\u7528\u6237\u7684\u201c\u6570\u5b57\u8bb0\u5fc6\u7cfb\u7edf\u201d\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u6210\u529f\u5c06\u9759\u6001\u7684\u50cf\u7d20\u5757\uff0c\u53d8\u6210\u4e86\u52a8\u6001\u7684\u201c\u4fe1\u606f\u8fde\u63a5\u70b9\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u4e5f\u9762\u4e34\u4e25\u5cfb\u6311\u6218\u3002\u9996\u5148\uff0cAI\u8bc6\u522b\u7684\u51c6\u786e\u7387\u4e0e\u5e7f\u5ea6\u662f\u547d\u95e8\uff0c\u4e00\u65e6\u9047\u5230\u975e\u6807\u51c6\u9875\u9762\u6216\u56fe\u7247\u7c7b\u622a\u56fe\uff0c\u4f53\u9a8c\u5c06\u6025\u5267\u4e0b\u964d\u3002\u5176\u6b21\uff0c\u7528\u6237\u5bf9\u201c\u6574\u7406\u201d\u672c\u8eab\u7684\u70ed\u60c5\u5f80\u5f80\u662f\u4e09\u5206\u949f\u70ed\u5ea6\uff0c\u5982\u4f55\u964d\u4f4e\u6574\u7406\u6210\u672c\u3001\u5229\u7528\u7b97\u6cd5\u5b9e\u73b0\u771f\u6b63\u7684\u201c\u514d\u7ef4\u62a4\u201d\u81ea\u52a8\u5316\uff0c\u800c\u975e\u4ec5\u4ec5\u63d0\u4f9b\u201c\u5206\u7c7b\u6c60\u201d\uff0c\u624d\u662f\u7559\u5b58\u5173\u952e\u3002\u6700\u540e\uff0c\u5206\u4eab\u529f\u80fd\u867d\u8f7b\u5de7\uff0c\u4f46\u82e5\u65e0\u6cd5\u6784\u5efa\u8d77\u7c7b\u4f3cLuma\u7684\u793e\u4ea4\u8d44\u4ea7\u6c89\u6dc0\u58c1\u5792\uff0c\u6781\u6613\u88abApple\u81ea\u5e26\u76f8\u518c\u7684OCR\u529f\u80fd\u6216\u7b2c\u4e09\u65b9\u5feb\u6377\u6307\u4ee4\u6240\u53d6\u4ee3\u3002Pool\u76ee\u524d\u66f4\u50cf\u4e00\u4e2a\u4f18\u79c0\u7684\u201c\u622a\u56fe\u7ba1\u5bb6\u201d\uff0c\u4f46\u4ec5\u6709\u7ba1\u5bb6\u4e0d\u591f\uff0c\u5b83\u9700\u8981\u8fdb\u5316\u6210\u80fd\u4e3b\u52a8\u5e2e\u4f60\u5173\u8054\u4fe1\u606f\u3001\u63d0\u9192\u884c\u52a8\u7684\u201c\u667a\u80fd\u526f\u9a7e\u201d\uff0c\u624d\u80fd\u907f\u514d\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u7f8e\u4e3d\u4f46\u6613\u88ab\u9057\u5fd8\u7684\u6587\u4ef6\u5939\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\">Pool<\/span>\n <\/div>\n<div class=\"comment-content\">Save anything with a screenshot! Pool is a new way to save and organize the things you capture. We take screenshots to remember – a recipe, a podcast, a product, a place. But they usually disappear in your camera roll. Pool turns your screenshots into structured content you can organize, revisit, and act on. With Pool, you can: – Organize screenshots into pools – Automatically categorize content and find the original links – Share pools with friends – Keep everything searchable<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I know my photos app is full of screenshots I’ll never look at again. They certainly contain information, but unless it is explicitly stated, I’ve likely forgotten the context or the relevance. <\/p>\n<p>When you look at screenshots through Pool, it pulls the relevant information out and allows you to act on it. Open a photo in Insta, view a profile on LinkedIn, etc. I took a screenshot of the Pool App’s App Store page and it automatically labeled it “Pool App Store page” and I could “View Pool on App Store” or “Copy App Name.” <\/p>\n<p>The most useful example I have so far? Screenshot of a webinar info page with Pool-generated option buttons to: “Register for Webinar,” “Add to Calendar,” “Open Website.”<\/p>\n<p>Give it a try!<\/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\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PFDDIY5D2NHQRY\" class=\"app-title\">Tinfoil Pigeons<\/a><\/p>\n<div class=\"one-liner\">See the aircraft flying over you on a retro radar scope<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">63<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u8f93\u5165\u4f60\u7684\u90ae\u653f\u7f16\u7801\uff0cTinfoil Pigeons \u4f1a\u4ee5\u590d\u53e4\u96f7\u8fbe\u793a\u6ce2\u5668\u7684\u5f62\u5f0f\u5b9e\u65f6\u663e\u793a\u5934\u9876\u98de\u8fc7\u7684\u98de\u673a\uff0c\u6ee1\u8db3\u7528\u6237\u5bf9\u822a\u73ed\u4fe1\u606f\u7684\u6d6a\u6f2b\u5316\u3001\u6c89\u6d78\u5f0f\u63a2\u7d22\u9700\u6c42\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/78e091df-9204-4aa1-a490-bda9cc1a5523.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\/d223ea6d-0a9b-4ccc-b9fd-56229a8ecafb.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\/395076d1-1a60-42fe-a927-c2b7701207e3.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\">Travel<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u822a\u73ed\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u590d\u53e4\u96f7\u8fbe<\/span><br \/>\n <span class=\"tag\">\u822a\u7a7a\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8da3\u5473\u63a2\u7d22<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u7f51\u7edc<\/span><br \/>\n <span class=\"tag\">ADS-B<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u4f4d\u7f6e<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u8bbe\u8ba1<\/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\u5e0c\u671b\u7528\u590d\u53e4\u96f7\u8fbe\u53d6\u4ee3\u201c\u65e0\u804a\u7684\u8c37\u6b4c\u5730\u56fe\u201d\uff0c\u5f3a\u8c03\u6d6a\u6f2b\u611f\u548c\u8da3\u5473\u6027\u3002\u7528\u6237\u70b9\u8d5e\u5176\u7f8e\u5b66\u4f53\u9a8c\u548cUX\u8bbe\u8ba1\uff0c\u79f0\u5176\u4e3a\u201c\u6781\u5ba2\u798f\u97f3\u201d\uff0c\u4f46\u6682\u65e0\u529f\u80fd\u6216\u95ee\u9898\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 Tinfoil Pigeons \u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u4e0d\u8bd5\u56fe\u505a\u53e6\u4e00\u4e2a\u66f4\u5feb\u7684\u8ffd\u8e2a\u5668\uff0c\u800c\u662f\u91cd\u65b0\u5b9a\u4e49\u4e86\u7528\u6237\u4e0e\u6570\u636e\u7684\u5173\u7cfb\u3002\u5f53 Flightradar24 \u7b49\u5de8\u5934\u628a\u822a\u73ed\u8ffd\u8e2a\u53d8\u6210\u6548\u7387\u548c\u5730\u56fe\u7cbe\u5ea6\u7684\u7ade\u8d5b\u65f6\uff0c\u5b83\u7528\u4e00\u4e2a\u590d\u53e4\u96f7\u8fbe\u7684\u201c\u9519\u8bef\u201d\u7f8e\u5b66\u2014\u2014\u626b\u63cf\u7ebf\u7684\u626b\u8fc7\u3001\u5149\u6655\u7684\u8870\u51cf\u2014\u2014\u5c06\u5b9e\u7528\u5de5\u5177\u53d8\u6210\u4e86\u4e00\u4e2a\u60c5\u611f\u5bb9\u5668\u3002\u8fd9\u79cd\u53cd\u6548\u7387\u7684\u8bbe\u8ba1\u6b63\u662f\u5176\u6838\u5fc3\u4ef7\u503c\uff1a\u5b83\u8ba9\u7528\u6237\u4ece\u201c\u67e5\u4fe1\u606f\u201d\u5207\u6362\u5230\u201c\u73a9\u96f7\u8fbe\u201d\u7684\u6c89\u6d78\u72b6\u6001\uff0c\u7528\u62df\u7269\u5316\u7684\u4eea\u5f0f\u611f\u521b\u9020\u4e86\u51fa\u4e4e\u610f\u6599\u7684\u60c5\u611f\u94a9\u5b50\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u8fd9\u6b3e\u4ea7\u54c1\u7684\u8106\u5f31\u6027\u540c\u6837\u660e\u663e\u3002\u4f5c\u4e3a\u4e00\u4e2a\u975e\u5546\u4e1a\u5316\u9879\u76ee\uff0c\u5176\u6570\u636e\u6e90\u5b8c\u5168\u4f9d\u8d56\u793e\u533aADS-B\u7f51\u7edc\uff0c\u4e00\u65e6\u7528\u6237\u89c4\u6a21\u6269\u5927\uff0c\u5b9e\u65f6\u4f4d\u7f6e\u7684\u51c6\u786e\u6027\u548c\u8986\u76d6\u5bc6\u5ea6\u5c06\u9762\u4e34\u6311\u6218\uff1b\u800c\u4ece\u957f\u8fdc\u770b\uff0c\u5982\u679c\u6ca1\u6709\u5f62\u6210\u56f4\u7ed5\u201c\u5947\u602a\u76ee\u51fb\u62a5\u544a\u201d\u7684\u8f7b\u793e\u4ea4\u6216UGC\u5206\u4eab\u673a\u5236\uff0c\u7528\u6237\u7684\u5355\u6b21\u597d\u5947\u5f88\u5bb9\u6613\u6ca6\u4e3a\u4e00\u6b21\u6027\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u201c\u8f93\u5165\u90ae\u7f16\u53f7\u67e5\u770b\u5934\u9876\u9644\u8fd1\u98de\u673a\u201d\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5f3a\u5730\u57df\u3001\u5f31\u9ad8\u9891\u7684\u573a\u666f\uff0c\u53ef\u80fd\u9700\u8981\u914d\u5408\u63a8\u9001\uff08\u5982\u5927\u578b\u98de\u673a\u7ecf\u8fc7\u6216\u7a81\u53d1\u822a\u73ed\u5f02\u5e38\uff09\u624d\u80fd\u63d0\u5347\u7559\u5b58\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6570\u636e\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u8bc1\u660e\u4e86\uff1a\u5728\u5de5\u5177\u578b\u5e94\u7528\u9ad8\u5ea6\u540c\u8d28\u5316\u7684\u4eca\u5929\uff0c\u89c6\u89c9\u53d9\u4e8b\u7684\u5dee\u5f02\u5316\u548c\u60c5\u7eea\u4ef7\u503c\uff0c\u8fdc\u6bd4\u591a\u4e00\u4e2a\u529f\u80fd\u6309\u94ae\u66f4\u6709\u6740\u4f24\u529b\u3002\u4f46\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u73a9\u610f\u201d\u8fdb\u5316\u4e3a\u201c\u6301\u7eed\u53ef\u7528\u7684\u5de5\u5177\u201d\uff0c\u53d6\u51b3\u4e8e\u5f00\u53d1\u8005\u662f\u5426\u613f\u610f\u5728\u6d41\u91cf\u589e\u957f\u540e\uff0c\u7ef4\u6301\u96f7\u8fbe\u7f8e\u5b66\u4e0e\u6570\u636e\u7a33\u5b9a\u4e4b\u95f4\u7684\u8106\u5f31\u5e73\u8861\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\">Tinfoil Pigeons<\/span>\n <\/div>\n<div class=\"comment-content\">What plane is flying over my house? Tinfoil Pigeons is a live radar scope: enter your postcode and see the flights overhead right now, then tap one to find out what it is.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt. I built this because every flight tracker is a Google map, and I wanted the romance of a real radar, the sweep, the phosphor glow, the blips fading between passes. Type your postcode and you are the dot in the middle. Tap anything overhead to find out what it is.<\/p>\n<p>It is a non commercial side project built on Astro and Cloudflare, with positions from the community ADS-B network. Would love your feedback, and your weirdest local sighting.<\/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>The retro radar aesthetic is a perfect fit for this. Way more fun than a boring list of flights.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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. As a pilot, history buff, and aviation geek, I totally nerd out on this kind of stuff. Very cool UX. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/K6NMBR7L2VP22L\" class=\"app-title\">Momentra<\/a><\/p>\n<div class=\"one-liner\">A cozy camera app for beautifully framed memories<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">59<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Momentra\u662f\u4e00\u6b3e\u4ee5\u201c\u827a\u672f\u76f8\u6846\u201d\u4e3a\u6838\u5fc3\u529f\u80fd\u7684\u6000\u65e7\u76f8\u673a\u5e94\u7528\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u8bb0\u5f55\u65e5\u5e38\u3001\u65c5\u884c\u6216\u624b\u8d26\u573a\u666f\u65f6\uff0c\u4e00\u952e\u5c06\u7167\u7247\u88c5\u70b9\u6210\u5177\u6709\u53d9\u4e8b\u611f\u7684\u7cbe\u7f8e\u8bb0\u5fc6\u5361\u7247\uff0c\u7701\u53bb\u590d\u6742\u4fee\u56fe\u6d41\u7a0b\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1fa28c70-092b-47a3-9806-02609a2fe6e5.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\/97007e0a-0d84-494e-8c0b-3009fb93cc16.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\/f80a20f6-4320-4367-bedb-29fb04d125bf.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\/f3942703-eaf1-46a7-8e3c-c3b855c66d68.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\/b66939dc-d9b5-41e6-863d-b76ec8ddc205.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\/00aca756-f7bb-44cb-ba45-a526398b6c80.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\">Photography<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u76f8\u673a\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u827a\u672f\u76f8\u6846<\/span><br \/>\n <span class=\"tag\">\u6000\u65e7\u7f8e\u5b66<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4fee\u56fe<\/span><br \/>\n <span class=\"tag\">\u65e5\u5e38\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u624b\u8d26\u7d20\u6750<\/span><br \/>\n <span class=\"tag\">\u65c5\u884c\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">Pinterest\u98ce\u683c<\/span><br \/>\n <span class=\"tag\">\u7167\u7247\u88c5\u9970<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u6a21\u677f<\/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\u8005Jafar\u4ecb\u7ecd\u4e86\u4ea7\u54c1\u521d\u8877\u662f\u201c\u8f7b\u8bb0\u5fc6\u8bb0\u5f55\u201d\uff0c\u800c\u975e\u590d\u6742\u4fee\u56fe\u3002\u7528\u6237\u672a\u76f4\u63a5\u7559\u8a00\uff0c\u4f46\u5f00\u53d1\u8005\u63d0\u51fa\u4e09\u4e2a\u53cd\u9988\u65b9\u5411\uff1a\u6700\u72ec\u7279\u7684\u6846\u67b6\u98ce\u683c\u3001\u5e0c\u671b\u65b0\u589e\u7684\u76f8\u6846\u5305\u3001\u4ee5\u53ca\u7528\u6237\u66f4\u503e\u5411\u7528\u4e8e\u62cd\u7167\u3001\u624b\u8d26\u8fd8\u662f\u793e\u4ea4\u5206\u4eab\u3002\u8fd9\u7c7b\u95ee\u9898\u6697\u793a\u4ea7\u54c1\u9700\u786e\u5b9a\u6838\u5fc3\u4f7f\u7528\u573a\u666f\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 Momentra\u7684\u5dee\u5f02\u5316\u5728\u4e8e\u201c\u4ee5\u6846\u4e3a\u5148\u201d\u2014\u2014\u5b83\u5c06\u201c\u88c5\u9970\u201d\u4ece\u540e\u671f\u6b65\u9aa4\u524d\u7f6e\u4e3a\u62cd\u6444\u6838\u5fc3\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u521b\u9020\u4e00\u79cd\u4eea\u5f0f\u611f\u3002\u8fd9\u79cd\u5b9a\u4f4d\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0eVSCO\u3001Lightroom\u7b49\u8001\u724c\u5de5\u5177\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u7784\u51c6\u4e86\u201cPinterest\u5f0f\u89c6\u89c9\u53d9\u4e8b\u201d\u8fd9\u4e00\u7ec6\u5206\u5708\u5c42\u3002\u7136\u800c\uff0c59\u7968\u548c\u96f6\u7528\u6237\u8bc4\u8bba\u610f\u5473\u7740\u5176\u66dd\u5149\u8fd8\u8fdc\u672a\u5230\u9a8c\u8bc1\u4ea7\u54c1\u5e02\u573a\u5951\u5408\u5ea6\u7684\u9636\u6bb5\u3002\u4ece\u5f00\u53d1\u8005\u63d0\u51fa\u7684\u4e09\u4e2a\u95ee\u9898\u6765\u770b\uff0c\u4ea7\u54c1\u9762\u4e34\u4e00\u4e2a\u5173\u952e\u56f0\u60d1\uff1a\u5b83\u5230\u5e95\u662f\u4e00\u4e2a\u201c\u76f8\u673a\u201d\u8fd8\u662f\u4e00\u4e2a\u201c\u76f8\u6846\u7f16\u8f91\u5668\u201d\uff1f\u5982\u679c\u5b9a\u4f4d\u76f8\u673a\uff0c\u5b9e\u65f6\u53d6\u666f\u4e0e\u6846\u5185\u6784\u56fe\u7684\u914d\u5408\u662f\u521a\u9700\uff1b\u5982\u679c\u5b9a\u4f4d\u7f16\u8f91\u5668\uff0c\u5219\u610f\u5473\u7740\u7528\u6237\u53ef\u80fd\u7528\u539f\u751f\u76f8\u673a\u62cd\u597d\u7167\u518d\u56de\u6765\u201c\u52a0\u6846\u201d\uff0c\u8fd9\u4f1a\u8ba9\u4f7f\u7528\u573a\u666f\u53d8\u5f97\u8106\u5f31\u800c\u4f4e\u9891\u3002\u66f4\u5177\u98ce\u9669\u7684\u662f\uff0c\u8fd9\u4e9b\u76f8\u6846\u98ce\u683c\u867d\u7f8e\uff0c\u5374\u9ad8\u5ea6\u4f9d\u8d56\u5ba1\u7f8e\u8fed\u4ee3\u2014\u2014\u7528\u6237\u5bf9\u201c\u590d\u53e4\u201d\u548c\u201c\u6f66\u8349\u201d\u98ce\u683c\u7684\u5fe0\u8bda\u5ea6\u975e\u5e38\u4e0d\u7a33\u5b9a\uff0c\u4e00\u65e6\u5ba1\u7f8e\u75b2\u52b3\uff0c\u4ea7\u54c1\u5c06\u8fc5\u901f\u6ca6\u4e3a\u201c\u7167\u7247\u8d34\u7eb8\u4ed3\u5e93\u201d\u3002Momentra\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u6846\u201d\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5c06\u8fd9\u79cd\u6846\u67b6\u903b\u8f91\u4e0e\u7279\u5b9a\u884c\u4e3a\uff08\u5982\u65c5\u884c\u6253\u5361\u3001\u624b\u8d26\u6392\u7248\u3001\u793e\u4ea4\u5a92\u4f53\u6c1b\u56f4\u56fe\uff09\u6df1\u5ea6\u7ed1\u5b9a\uff0c\u5f62\u6210\u4e0d\u53ef\u66ff\u4ee3\u7684\u201c\u8bb0\u5fc6\u5c01\u88c5\u201d\u4f53\u9a8c\u3002\u5426\u5219\uff0c\u5b83\u4e0d\u8fc7\u662f\u4e00\u4e2a\u6f02\u4eae\u7684\u201c\u6ee4\u955c\u8d34\u7eb8\u673a\u201d\uff0c\u5728\u8f7b\u91cf\u5de5\u5177\u66f4\u8fed\u5982\u8d70\u9a6c\u706f\u7684\u5f53\u4e0b\uff0c\u5f88\u96be\u7559\u4f4f\u7528\u6237\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\">Momentra<\/span>\n <\/div>\n<div class=\"comment-content\">Momentra is a cozy aesthetic camera app that turns everyday photos into beautifully framed memories. Choose from artistic frame styles like Postcard, Petal Bloom, Retro Wave, Lucky Bloom, Cozy Grid, Pixel Charm, and Soft Corner. Capture a new photo or style an existing one, preview your framed memory, save it to your device, and share it anywhere. Momentra is made for cozy creators, travelers, journal lovers, Pinterest users, caf\u00e9 photographers, scrapbook makers.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m Jafar, the maker of Momentra.<\/p>\n<p>I built Momentra because I wanted a camera app that felt less like a heavy editing tool and more like a small memory-keeping experience.<\/p>\n<p>Most camera and photo apps focus on filters, effects, or complex editing. Momentra is different: it starts with the frame.<\/p>\n<p>The idea is simple:<\/p>\n<p>Pick a cozy frame \u2192 capture or choose a photo \u2192 save a beautifully framed memory.<\/p>\n<p>Momentra includes artistic frame styles like:<\/p>\n<p>\ud83c\udf37 Petal Bloom<br \/>\n\ud83d\udc8c Postcard<br \/>\n\u3030\ufe0f Retro Wave<br \/>\n\ud83c\udf40 Lucky Bloom<br \/>\n\u25a6 Cozy Grid<br \/>\n\u25a3 Pixel Charm<br \/>\n\u25ef Soft Corner<\/p>\n<p>It\u2019s designed for people who love cozy photos, journaling, travel memories, caf\u00e9 moments, Pinterest-style visuals, and soft nostalgic aesthetics.<\/p>\n<p>What I\u2019d love feedback on:<\/p>\n<p>1. Which frame feels the most unique?<br \/>\n2. What kind of frame pack should I add next?<br \/>\n3. Would you use this more for camera capture, journaling, or social sharing?<\/p>\n<p>Thanks for checking out Momentra. Your memories, beautifully framed \ud83e\udd0e<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<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\/DD7UDEU5DJ5OOB\" class=\"app-title\">LabelLens<\/a><\/p>\n<div class=\"one-liner\">See Beyond the Label<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">29<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LabelLens \u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u98df\u54c1\u6807\u7b7e\u626b\u63cf\u5206\u6790\u5de5\u5177\uff0c\u5e2e\u52a9\u6d88\u8d39\u8005\u5728\u8d2d\u4e70\u524d\u5feb\u901f\u89e3\u8bfb\u6210\u5206\u8868\u3001\u6dfb\u52a0\u5242\u548c\u8425\u517b\u4fe1\u606f\uff0c\u5e76\u751f\u6210\u6613\u61c2\u7684\u5065\u5eb7\u8bc4\u5206\uff0c\u89e3\u51b3\u770b\u4e0d\u61c2\u590d\u6742\u6807\u7b7e\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fbfa0f52-d784-4203-a2f1-cec7b0a71c54.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\/8a2b3712-40f4-4baa-8b74-7315ed09b805.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\/da1c3d55-e070-4e30-9ceb-d9633c578041.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Nutrition<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u98df\u54c1\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u6210\u5206\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u8bc4\u5206<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u6dfb\u52a0\u5242\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u8425\u517b\u89e3\u8bfb<\/span><br \/>\n <span class=\"tag\">\u996e\u98df\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u89e3\u8bfb<\/span><br \/>\n <span class=\"tag\">\u8840\u7cd6\u53cb\u597d<\/span><br \/>\n <span class=\"tag\">\u8fc7\u654f\u539f\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u8d2d\u7269\u52a9\u624b<\/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\u4e3a\u4ea7\u54c1\u5b9e\u7528\uff0c\u5c24\u5176\u5bf9\u8282\u98df\u4eba\u7fa4\u6709\u4ef7\u503c\u3002\u4e3b\u8981\u5efa\u8bae\u662f\u589e\u52a0\u8fc7\u654f\u539f\u76f8\u5173\u4fe1\u606f\uff0c\u5982\u201c\u53ef\u80fd\u542b\u6709\u201d\u7684\u4ea4\u53c9\u6c61\u67d3\u63d0\u793a\uff0c\u5e76\u5e0c\u671b\u900f\u660e\u5ea6\u66f4\u9ad8\uff0c\u8ba9\u7528\u6237\u4e86\u89e3\u8bc4\u5206\u80cc\u540e\u7684\u5177\u4f53\u5f71\u54cd\u56e0\u7d20\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 LabelLens\u5207\u5165\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u6b63\u5728\u6269\u5927\u7684\u75db\u70b9\uff1a\u6d88\u8d39\u8005\u5bf9\u98df\u54c1\u201c\u6e05\u6d01\u6807\u7b7e\u201d\u7684\u6e34\u671b\u4e0e\u5de5\u4e1a\u6210\u5206\u8868\u6666\u6da9\u96be\u61c2\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\u7528AI\u505a\u201c\u6210\u5206\u7ffb\u8bd1\u5b98\u201d\uff0c\u903b\u8f91\u4e0a\u8d70\u5f97\u901a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u4ea7\u54c1\u672c\u8eab\u770b\uff0c29\u7968\u7684\u51b7\u542f\u52a8\u6570\u636e\u4e0d\u7b97\u4eae\u773c\uff0c\u4f46\u8bc4\u8bba\u533a\u53cd\u9988\u8d28\u91cf\u5c1a\u53ef\uff0c\u7528\u6237\u5bf9\u201c\u5065\u5eb7\u8bc4\u5206\u201d\u548c\u201c\u6210\u5206\u660e\u7ec6\u201d\u7684\u8ba4\u53ef\u8bf4\u660e\u9700\u6c42\u5b58\u5728\u3002\u7136\u800c\uff0c\u5fc5\u987b\u6cfc\u4e00\u76c6\u51b7\u6c34\uff1a\u4ea7\u54c1\u76ee\u524d\u7684\u529f\u80fd\u6df1\u5ea6\u548c\u5dee\u5f02\u5316\u58c1\u5792\u4e25\u91cd\u4e0d\u8db3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b2c\u4e00\uff0c\u98df\u54c1\u6807\u7b7e\u89e3\u8bfb\u7684\u6838\u5fc3\u5728\u4e8e**\u4fe1\u4efb**\u3002\u5982\u679c\u8bc4\u5206\u6a21\u578b\u7684\u7b97\u6cd5\u3001\u6570\u636e\u6e90\uff08\u662f\u5426\u8986\u76d6\u4e2d\u56fd\u56fd\u6807\u3001FDA\u3001\u6b27\u76df\u6807\u51c6\uff1f\uff09\u3001\u4ee5\u53ca\u52a8\u6001\u6821\u51c6\u673a\u5236\u4e0d\u900f\u660e\uff0c\u7528\u6237\u6700\u7ec8\u53ea\u4f1a\u628a\u5b83\u5f53\u6210\u4e00\u4e2a\u201c\u73a9\u5177\u201d\u3002\u7b2c\u4e8c\uff0c\u573a\u666f\u5c40\u9650\u660e\u663e\u3002\u7528\u6237\u901a\u5e38\u5728\u7ebf\u4e0b\u8d85\u5e02\u8d2d\u7269\uff0c\u62cd\u4e00\u5f20\u6807\u7b7e\u540e\u9700\u8981\u5feb\u901f\u51b3\u7b56\uff0c\u5982\u679cApp\u5904\u7406\u901f\u5ea6\u4e0d\u591f\u5feb\u3001\u6216\u9700\u8981\u5f3a\u8054\u7f51\uff0c\u8f6c\u5316\u7387\u4f1a\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u3002\u7b2c\u4e09\uff0c\u56fd\u5185\u5df2\u6709AI\u8bc6\u56fe\u89e3\u8bfb\u6210\u5206\u8868\u7684\u5de5\u5177\uff0c\u5355\u7eaf\u7684\u201c\u626b\u63cf+\u8bc4\u5206\u201d\u6781\u6613\u88ab\u590d\u5236\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u62d0\u70b9\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u5206\u6790\u8005\u201d\u5347\u7ea7\u4e3a\u201c\u51b3\u7b56\u8005\u201d\uff1f\u4f8b\u5982\uff1a\u7ed3\u5408\u4e2a\u4eba\u5065\u5eb7\u6570\u636e\uff08\u8840\u7cd6\u3001\u8fc7\u654f\u53f2\uff09\u751f\u6210\u4e2a\u6027\u5316\u8d2d\u7269\u6e05\u5355\uff1b\u6253\u901a\u7535\u5546API\uff0c\u4e00\u952e\u6bd4\u4ef7\u5e76\u63a8\u8350\u66ff\u4ee3\u54c1\uff1b\u751a\u81f3\u53cd\u5411\u4e3a\u98df\u54c1\u54c1\u724c\u63d0\u4f9b\u914d\u65b9\u4f18\u5316\u5efa\u8bae\u3002\u5982\u679c\u4e0d\u80fd\u4ece\u201c\u79d1\u666e\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u996e\u98df\u51b3\u7b56\u5f15\u64ce\u201d\uff0cLabelLens\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u4e00\u4e2a\u53eb\u597d\u4e0d\u53eb\u5ea7\u7684\u201c\u7535\u5b50\u767e\u79d1\u5168\u4e66\u201d\u3002\u5f00\u53d1\u8005\u82e5\u60f3\u7a81\u56f4\uff0c\u5efa\u8bae\u5148\u5728\u8fc7\u654f\u539f\u3001\u6162\u6027\u75c5\u996e\u98df\u7b49\u5782\u76f4\u9886\u57df\u505a\u6df1\u505a\u900f\uff0c\u5efa\u7acb\u4e13\u4e1a\u58c1\u5792\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\">LabelLens<\/span>\n <\/div>\n<div class=\"comment-content\">LabelLens analyzes packaged food labels using AI. Upload a product label and instantly get ingredient breakdowns, additive detection, nutrition insights, sweetener analysis, and an easy-to-understand health score. Instead of decoding confusing ingredient lists yourself, LabelLens helps you understand what you’re actually eating before you buy.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m Puneet, the maker of LabelLens.<\/p>\n<p>The idea started from a simple question: when we buy packaged food, do we actually understand what’s on the label?<\/p>\n<p>Most ingredient lists are filled with scientific names, additives, sweeteners, and nutrition data that’s difficult to interpret. Even when the information is technically available, understanding it takes time and knowledge that most consumers don’t have.<\/p>\n<p>That’s why I built LabelLens.<\/p>\n<p>Upload a food label, and LabelLens analyzes the ingredients, detects additives and sweeteners, evaluates nutrition information, and generates a simple health score with explanations you can actually understand.<\/p>\n<p>One thing I focused on while building was transparency. Instead of giving a score and expecting users to trust it, LabelLens shows what influenced the score and highlights ingredients that deserve attention.<\/p>\n<p>I’d love to hear your thoughts:<\/p>\n<p>\u2022 Would you use something like this before buying packaged food?<br \/>\n\u2022 What information do you usually look for on food labels?<br \/>\n\u2022 What features would make this more useful for you?<\/p>\n<p>Thanks for checking out LabelLens and for any feedback you share \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/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\/@raizen_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raizen_dev<\/a> Amazing product, all the best <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@raizen_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raizen_dev<\/a> sounds useful! Especially if you are dieting or something<\/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>The LabelLens product seems useful for many different types of people in lots of situations. However, <a href=\"https:\/\/www.producthunt.com\/@raizen_dev\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"raizen_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raizen_dev<\/a> , I noticed that your description makes no mention of allergies or related categories. For example, I think this would be especially helpful for people with certain types of sensitivities to know whether a product was made in a facility where un-listed ingredients were used that may have come into contact with the product.<\/p>\n<p>Transparency on food labeling is an important issue to tackle. Thanks for sharing your work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@underuncertainty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@underuncertain<\/a>Thanks for bringing that up. That’s actually a really good point.<\/p>\n<p>Right now LabelLens focuses on helping people understand ingredients, additives, sweeteners, and nutrition information more easily, but allergy-related insights are definitely something worth exploring. For many people, that’s even more important than the overall health score.<\/p>\n<p>I appreciate the suggestion and the thoughtful feedback. It’s given me something to think about for future updates.<\/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>Looks good, I would certainly try this, I like the scoring factor <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mark_okiki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mark_okiki<\/a> Thanks! Glad you liked the scoring factor. The goal was to make food labels easier to understand at a glance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/CWLHAR6734Z63I\" class=\"app-title\">Baroque <\/a><\/p>\n<div class=\"one-liner\">The canvas where AI designs your whole product<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">22<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Baroque \u662f\u4e00\u6b3e\u8ba9\u7528\u6237\u4ece\u7075\u611f\u8bbe\u8ba1\u51fa\u53d1\u3001\u901a\u8fc7AI\u751f\u6210\u5e76\u4fdd\u6301\u5168\u4ea7\u54c1\u89c6\u89c9\u4e00\u81f4\u6027\u7684\u8bbe\u8ba1\u5de5\u5177\uff0c\u89e3\u51b3AI\u8bbe\u8ba1\u5de5\u5177\u8f93\u51fa\u96f7\u540c\u3001\u7f3a\u4e4f\u7075\u9b42\u4e14\u65e0\u6cd5\u8de8\u5c4f\u4e00\u81f4\u7684\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb409751-6813-4db7-9012-04b380192100.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\/49879b90-d8ec-401f-a49a-e72219086a90.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\/84b1f0ce-8e5a-4da5-9001-a99dc0e5f3ad.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\/e4dfe2c6-53c0-4d7a-bc33-5aa4ccf39ac8.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\/9dde152e-403a-4f0f-85fb-23b7d1fba2d9.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\/7a5b67df-a57e-4d2c-948a-b95e17dc0ff7.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/n5xYhHFxVgU\"><source src=\"https:\/\/youtu.be\/n5xYhHFxVgU\" 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\">Design Tools<\/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\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">UI\/UX\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u7075\u611f\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u4e00\u81f4\u6027<\/span><br \/>\n <span class=\"tag\">\u8de8\u5c4f\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1<\/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\u8d5e\u8d4f\u521b\u59cb\u4eba\u4ece\u4e94\u6b21\u5931\u8d25\u4e2d\u63d0\u70bc\u7684\u6d1e\u5bdf\uff0c\u4f46\u5bf9AI\u8bbe\u8ba1\u5de5\u5177\u7684\u5b9e\u7528\u6027\u5b58\u7591\u3002\u6838\u5fc3\u5173\u5207\u5305\u62ec\uff1aAI\u5982\u4f55\u5728\u7075\u611f\u5e03\u5c40\u4e0e\u98ce\u683c\u4e4b\u95f4\u6743\u8861\uff1f\u662f\u5426\u771f\u80fd\u5728\u7f51\u9875\u548c\u79fb\u52a8\u7aef\u4fdd\u6301\u8bbe\u8ba1\u8bed\u8a00\u4e00\u81f4\uff1f\u521b\u59cb\u4eba\u56de\u5e94\u5f3a\u8c03\u517c\u987e\u529f\u80fd\u6027\u4e0e\u4e00\u81f4\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 Baroque\u7684\u6807\u8bed\u5f88\u6027\u611f\u2014\u2014\u201c\u4e00\u4e2a\u753b\u5e03\uff0c\u8bbe\u8ba1\u6574\u4e2a\u4ea7\u54c1\u201d\uff0c\u8fd9\u76f4\u51fb\u4e86\u5f53\u524dAI\u8bbe\u8ba1\u5de5\u5177\u7684\u6700\u5927\u75db\u70b9\uff1a\u751f\u6210\u5355\u5c4f\u597d\u770b\u4f46\u591a\u5c4f\u8131\u8282\uff0c\u6ca6\u4e3a\u201c\u6f02\u4eae\u5e9f\u7247\u201d\u3002\u521b\u59cb\u4eba\u7684\u201c\u4e94\u6b3e\u5931\u8d25\u4ea7\u54c1\u201d\u6545\u4e8b\u662f\u597d\u7684\u8425\u9500\u94a9\u5b50\uff0c\u4e5f\u786e\u5b9e\u9053\u51fa\u4e86\u8bb8\u591a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\u7684\u5207\u80a4\u4e4b\u75db\uff1a\u4ed6\u4eec\u4e0d\u7f3a\u60f3\u6cd5\uff0c\u7f3a\u7684\u662f\u201c\u4e0d\u5ec9\u4ef7\u201d\u7684\u89c6\u89c9\u5b9e\u73b0\u3002\u4f46\u95ee\u9898\u7684\u5173\u952e\u5728\u4e8e\u201c\u54c1\u5473\u201d\u4e8c\u5b57\u2014\u2014Baroque\u58f0\u79f0\u201c\u5c06\u771f\u6b63\u7684\u8bbe\u8ba1\u54c1\u5473\u6ce8\u5165\u6bcf\u4e00\u5c4f\u201d\uff0c\u8fd9\u66f4\u50cf\u4e00\u4e2a\u54c1\u724c\u5ba3\u8a00\u800c\u975e\u6280\u672f\u627f\u8bfa\u3002AI\u7684\u672c\u8d28\u662f\u7edf\u8ba1\u4e0e\u4eff\u5236\uff0c\u5b83\u64c5\u957f\u6a21\u4eff\u5df2\u88ab\u9a8c\u8bc1\u7684\u6d41\u884c\u5e03\u5c40\u548c\u914d\u8272\uff0c\u5374\u5f88\u96be\u7406\u89e3\u201c\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u547c\u5438\u7a7a\u95f4\u7a00\u7f3a\u5f97\u6070\u5230\u597d\u5904\u201d\u6216\u201c\u8fd9\u79cd\u7559\u767d\u4f20\u9012\u7684\u662f\u5b64\u72ec\u8fd8\u662f\u9ad8\u7ea7\u201d\u3002\u76ee\u524d\u56de\u5e94\u4e2d\u63d0\u5230\u7684\u201c\u529f\u80fd\u6027\u4e0e\u98ce\u683c\u5e73\u8861\u201d\u4ecd\u505c\u7559\u5728\u5b9a\u6027\u63cf\u8ff0\uff0c\u7f3a\u4e4f\u53ef\u9a8c\u8bc1\u7684\u6307\u6807\uff08\u5982\u7528\u6237\u662f\u5426\u53ef\u4ee5\u81ea\u5b9a\u4e49\u98ce\u683c\u6743\u91cd\uff1f\u80fd\u5426\u9501\u5b9a\u54c1\u724c\u8272\u677f\u3001\u7981\u7528\u67d0\u4e9b\u5e03\u5c40\uff1f\uff09\u3002\u5982\u679cBaroque\u53ea\u662f\u4e00\u4e2a\u62ab\u7740\u201c\u7075\u611f\u5bfc\u5165\u201d\u5916\u8863\u7684\u751f\u6210\u5f0fUI\u5de5\u5177\uff0c\u5b83\u5f88\u5feb\u4f1a\u9677\u5165\u4e0eDora\u3001Uizard\u7b49\u540c\u7c7b\u7ade\u54c1\u7684\u540c\u8d28\u5316\u6ce5\u6f6d\u3002\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5e94\u8be5\u5728\u4e8e\uff1a\u8ba9\u7528\u6237\u8fed\u4ee3\u7684\u4e0d\u662f\u5355\u4e2a\u9875\u9762\uff0c\u800c\u662f\u6574\u4e2a\u4ea7\u54c1\u7684\u201c\u8bbe\u8ba1DNA\u201d\u2014\u2014\u5f53\u7528\u6237\u4fee\u6539\u4e00\u4e2a\u6309\u94ae\u6837\u5f0f\u65f6\uff0c\u5168\u4ea7\u54c1\u6240\u6709\u76f8\u5173\u6309\u94ae\u81ea\u52a8\u6f14\u53d8\u3002\u82e5\u80fd\u5b9e\u73b0\u8fd9\u79cd\u201c\u7cfb\u7edf\u6027\u8bbe\u8ba1\u8bed\u8a00\u201d\u800c\u975e\u201c\u5355\u5c4f\u7f8e\u5316\u201d\uff0cBaroque\u624d\u914d\u5f97\u4e0a\u90a3\u53e5\u201cbuild different\u201d\u3002\u76ee\u524d22\u7968\u7684\u51b7\u542f\u52a8\u6210\u7ee9\u8bf4\u660e\u5e02\u573a\u8fd8\u5728\u89c2\u671b\uff0c\u5efa\u8bae\u56e2\u961f\u516c\u5f00\u4e00\u4e2a\u201c\u4ece\u7075\u611f\u56fe\u52305\u5c4f\u4ea7\u54c1\u7ebf\u201d\u7684\u5b8c\u6574\u5b9e\u5f55\u89c6\u9891\uff0c\u7528\u5177\u4f53\u6848\u4f8b\u5835\u4f4f\u6000\u7591\u8005\u7684\u5634\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\">Baroque <\/span>\n <\/div>\n<div class=\"comment-content\">Every AI tool hands you the same generic slop. Same gradients, same layouts, no soul. Baroque is built different. Real design taste, baked into every screen. Recreate, remix, or start from scratch. One canvas for your whole product, not just one screen.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<br \/>\nOver the last three years we shipped five products. None of them clicked.<br \/>\nBut building them taught us something. We love good looking products. We just never had access to good design.<br \/>\nEvery time we tried an AI tool, it gave us the same generic output. Nothing we’d actually want to ship.<br \/>\nSo we built Baroque. Take inspiration from designs you love. Generate something beautiful. Stay consistent across your whole product.<br \/>\nThat’s it. That’s the whole pitch.<br \/>\nRoast us, push us, tell us what’s missing. We’re here all day.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Mad respect for shipping five products to get to this insight. The best tools always come from founder frustration. If I import a design I love as inspiration, how heavily does the AI rely on its layout versus its aesthetic style?<\/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\/@luyanda_ntombela\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luyanda_ntombela<\/a> it tries to stay consistent to design while being functional because in our eyes a good design needs to be functional as well .<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a UI\/UX designer I’m skeptical of most AI design tools but the “whole product” framing is interesting. Most just generate individual screens with no visual consistency. Does it maintain design language across different screen types?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@vlad_zabavskiy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vlad_zabavskiy<\/a> yes it does either web or mobile it stays consistent <\/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\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WGMQ6QVNOLYMIC\" class=\"app-title\">1ClickReport \u2014 Marketing AI in Claude<\/a><\/p>\n<div class=\"one-liner\">Run Google Ads, Meta & GA4 from Claude \u2014 you approve<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">16<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>1ClickReport \u662f\u4e00\u4e2a\u5d4c\u5165 Claude \u7684\u8425\u9500AI\u4ee3\u7406\uff0c\u80fd\u76f4\u63a5\u8fde\u63a5 Google Ads\u3001Meta\u3001GA4 \u7b49\u5e73\u53f0\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u5e76\u6267\u884c\u5e7f\u544a\u8c03\u6574\u3001\u9884\u7b97\u4f18\u5316\u548c\u5f02\u5e38\u76d1\u63a7\uff0c\u7528\u6237\u53ea\u9700\u5ba1\u6279\u5373\u53ef\uff0c\u5f7b\u5e95\u544a\u522b\u201c\u53ea\u51fa\u62a5\u544a\u4e0d\u6539\u6295\u653e\u201d\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac2d1fef-c947-4c4c-96e1-bca542fabfb7.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\/7e320d0b-5760-4ccd-95c4-683c7e919e19.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\/883ca667-910c-4355-a269-75db6b058b34.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\/dee20384-5086-48ef-b37c-fae1fc5a03cd.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\/7fa5a9a9-40cd-4986-b661-ac5bc81476b9.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\/e30446c4-61e1-4640-85ce-980abea92b24.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=mfGR12wB9TQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=mfGR12wB9TQ\" 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\">Analytics<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">Claude\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u5e7f\u544a\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u7ee9\u6548\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u8fd0\u8425<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\uff1a1. \u4e00\u4f4d\u975e\u8425\u9500\u80cc\u666f\u7528\u6237\u901a\u8fc7\u5b9e\u9645\u6570\u636e\u81ea\u5b66\u7ee9\u6548\u8425\u9500\uff0c\u8ba4\u4e3a\u6bd4\u4f20\u7edf\u8bfe\u7a0b\u66f4\u6709\u6548\uff1b2. \u53e6\u4e00\u4f4d\u7528\u6237\u8868\u793a\u4ea7\u54c1\u5e2e\u52a9\u5176\u53d1\u73b0\u7f51\u7ad9\u5f31\u70b9\u5e76\u63d0\u5347\u6d41\u91cf\uff1b3. \u521b\u59cb\u4eba\u63d0\u5230\u97603\u4eba\u56e2\u961f\u670d\u52a130+\u5ba2\u6237\uff0c\u5e0c\u671b\u4e0b\u4e00\u6b65\u96c6\u6210LinkedIn\u3001TikTok\u6216Klaviyo\u3002\u6838\u5fc3\u5efa\u8bae\uff1aB2B\u7528\u6237\u5f3a\u70c8\u671f\u5f85LinkedIn Ads\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n 1ClickReport \u7684\u91ce\u5fc3\u5e76\u4e0d\u5728\u4e8e\u505a\u53e6\u4e00\u4e2a\u6f02\u4eae\u7684AI\u62a5\u8868\u5de5\u5177\uff0c\u800c\u662f\u76f4\u63a5\u6740\u5165\u8425\u9500\u6267\u884c\u5c42\u3002\u8fd9\u4ece\u4ea7\u54c1\u4e0a\u7ebf\u4e24\u4e2a\u6708\u4fbf\u6025\u8f6c\u5f2f\u2014\u2014\u4ece\u201cAI\u4eea\u8868\u76d8\u6784\u5efa\u5668\u201d\u53d8\u4e3a\u201c\u8dd1\u8d77\u4f60\u7684\u5e7f\u544a\u201d\u5c31\u80fd\u770b\u51fa\uff1a\u771f\u6b63\u503c\u94b1\u7684\u4e0d\u662f\u6d1e\u5bdf\uff0c\u800c\u662f\u4ee5\u6d1e\u5bdf\u4e3a\u84dd\u672c\u7684\u81ea\u52a8\u5316\u64cd\u4f5c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6838\u5fc3\u58c1\u5792\u5728\u4e8e\u201cMCP\u96c6\u6210+\u5ba1\u6279\u6d41\u201d\u7684\u8bbe\u8ba1\u54f2\u5b66\u3002\u591a\u6570AI\u8425\u9500\u5de5\u5177\u4ecd\u5728\u5377\u6570\u636e\u53ef\u89c6\u5316\uff08Tableau\u3001Grafana\u4eec\u65e9\u5df2\u7ea2\u6d77\uff09\uff0c\u800c1ClickReport\u8ba9Claude\u76f4\u63a5\u8c03\u7528Google Ads\u3001Meta\u3001GA4\u7b49API\uff0c\u5e76\u7528\u201c\u4f60\u5ba1\u6279\uff0c\u5b83\u6267\u884c\u201d\u7684\u56f4\u5899\u82b1\u56ed\u6253\u7834\u4f01\u4e1a\u5b89\u5168\u987e\u8651\u3002\u8fd9\u5207\u4e2d\u4e86\u8425\u9500\u56e2\u961f\u957f\u671f\u4ee5\u6765\u7684\u75db\u70b9\uff1a\u5206\u6790\u5e08\u51fa\u62a5\u544a\u7684\u901f\u5ea6\u6c38\u8fdc\u8ddf\u4e0d\u4e0a\u6295\u653e\u7ecf\u7406\u7684\u5b9e\u64cd\u8282\u594f\u3002\u75db\u70b9\u8d8a\u6df1\uff0c\u8f6c\u5316\u8d8a\u731b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u7280\u5229\u70b9\u5728\u4e8e\uff1a\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u529f\u80fd\u5806\u53e0\u578b\u521b\u65b0\u201d\uff0c\u800c\u975e\u5e95\u5c42\u6280\u672f\u98a0\u8986\u3002MCP\u534f\u8bae\u76ee\u524d\u4ecd\u9ad8\u5ea6\u4f9d\u8d56Claude\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4e00\u65e6Anthropic\u5728\u8425\u9500\u5782\u76f4\u9886\u57df\u63a8\u51fa\u539f\u751fAgent\uff0c1ClickReport\u7684\u201c\u4e2d\u95f4\u4ef6\u201d\u8eab\u4efd\u5c31\u5c06\u9762\u4e34\u88ab\u8fb9\u7f18\u5316\u7684\u98ce\u9669\u3002\u6b64\u5916\uff0c\u4ea7\u54c1\u76ee\u524d\u4ec5\u8986\u76d6Google\u3001Meta\u3001GA4\u7b49\u4e3b\u6d41\u5e73\u53f0\uff0c\u5bf9LinkedIn\u3001TikTok\u7b49B2B\u65b0\u52bf\u529b\u7684\u652f\u6301\u4ecd\u7f3a\u5931\u2014\u2014\u7528\u6237\u5728\u8bc4\u8bba\u4e2d\u7684\u547c\u5401\u5e76\u975e\u5076\u7136\uff0c\u8fd9\u662f\u5b9e\u9645\u8425\u9500\u9884\u7b97\u6d41\u5411\u7684\u4fe1\u53f7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u53e6\u4e00\u4e2a\u9690\u5fe7\u662f\u201c\u5b66\u4e60\u66f2\u7ebf\u201d\u4e0e\u201c\u4fe1\u4efb\u5efa\u7acb\u201d\u7684\u5e73\u8861\u3002\u8bc4\u8bba\u4e2d\u90a3\u4f4d\u7528\u771f\u5b9e\u6570\u636e\u81ea\u5b66\u8425\u9500\u7684\u7528\u6237\uff0c\u6070\u6070\u66b4\u9732\u4e86\u4ea7\u54c1\u529f\u80fd\u4e0e\u7528\u6237\u80fd\u529b\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff1a\u53ea\u6709\u5f53\u4f60\u5df2\u7ecf\u7406\u89e3CPA\u3001ROAS\u3001\u8f6c\u5316\u6f0f\u6597\uff0c\u624d\u80fd\u7528\u597d\u201c\u95ee\u4efb\u4f55\u95ee\u9898\u201d\u7684\u80fd\u529b\u3002\u5426\u5219\uff0cAI\u7ed9\u51fa\u7684\u4f18\u5316\u5efa\u8bae\u53ef\u80fd\u6210\u4e3a\u201c\u9ed1\u7bb1\u64cd\u4f5c\u201d\u2014\u2014\u4f60\u6279\u51c6\u4e86\uff0c\u4f46\u771f\u7684\u61c2\u4e3a\u4ec0\u4e48\u5417\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0c1ClickReport \u662f\u4e00\u6b3e\u6781\u5176\u52a1\u5b9e\u3001\u6709\u6267\u884c\u529b\u7684\u8425\u9500\u4e2d\u95f4\u4ef6\uff0c\u5c24\u5176\u9002\u5408\u9884\u7b97\u6709\u9650\u3001\u5e0c\u671b\u7528AI\u5ef6\u4f38\u56e2\u961f\u80fd\u529b\u7684\u4e2d\u5c0f\u56e2\u961f\u3002\u4f46\u5b83\u7684\u62a4\u57ce\u6cb3\u4e0d\u662f\u6280\u672f\uff0c\u800c\u662f\u201c\u5feb\u901f\u9002\u914d\u66f4\u591aAPI+\u6253\u78e8\u5ba1\u6279\u6d41\u7a0b\u201d\u7684\u901f\u5ea6\u3002\u672a\u6765\u4e09\u4e2a\u6708\uff0c\u80fd\u5426\u62a2\u5728\u5e73\u53f0\u539f\u751fAgent\u6210\u719f\u524d\u5361\u4f4fLinkedIn\u3001Klaviyo\u7b49\u5173\u952e\u6e20\u9053\uff0c\u5c06\u51b3\u5b9a\u5b83\u80fd\u5426\u4ece\u201c\u8425\u9500\u4eba\u7684\u745e\u58eb\u519b\u5200\u201d\u8fdb\u5316\u4e3a\u201c\u4f60\u7684\u865a\u62df\u6295\u653e\u603b\u76d1\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\">1ClickReport \u2014 Marketing AI in Claude<\/span>\n <\/div>\n<div class=\"comment-content\">1ClickReport \u2014 Claude that RUNS your marketing, not just reports on it Two upgrades since our Nov 2025 beta: \ud83c\udd95 MCP integration \u2014 Connect Google Ads, Meta, GA4, Search Console & Stripe. Ask “where am I wasting spend?” \u2192 Claude finds it AND fixes it (create, pause, adjust). You approve every change. \ud83c\udd95 24\/7 monitoring agents \u2014 Set a rule (“alert if CPA > $50”), approve in chat, runs every 6h & emails on breach. \u26a1 Bonus: AI dashboards in 60s. 7-day trial, no card.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b Suryansh here founder of 1Click Report \u2014 and yes, some of you saw us launch before, as an AI <strong>dashboard<\/strong> builder.<\/p>\n<p> <\/p>\n<p>Over the last 6 months we have listened to our users and built capability where the entire marketing and analytics can be now run using Claude or any of your favorite AI models.<\/p>\n<\/p>\n<p>We ourselves run an AI marketing agency and this platform has helped us to scale from 5 clients to 30+ clients with just 3 people team as the entire clients marketing is now run by agents built using 1click report MCP.<\/p>\n<\/p>\n<p>Few of the things you can do using the MCP are –<\/p>\n<ul>\n<li>\n<p><strong>Ask anything in plain English. <\/strong>“Where am I wasting spend this week?” gets you one answer across Google Ads, Meta, GA4, Search Console and Stripe at once \u2014 instead of opening five tabs.<\/p>\n<\/li>\n<li>\n<p><strong>Launch and manage campaigns. Create and adjust Google and Meta campaigns<\/strong>, keywords, budgets and audiences right from chat. Every write is paused by default \u2014 you approve before anything goes live.<\/p>\n<\/li>\n<li>\n<p><strong>Audit and find waste.<\/strong> Point it at any account and it flags fatigued creative, broken tracking and runaway CPAs in minutes.<\/p>\n<\/li>\n<li>\n<p><strong>Fix your funnel<\/strong>. Analyze your GA4 conversion funnels and see exactly where users drop off, then ask why.<\/p>\n<\/li>\n<li>\n<p><strong>Stay on top of SEO and AEO.<\/strong> Pull Search Console data to see which queries are winning, which are slipping, and where the CTR opportunity is and automate SEO\/AEO optimization<\/p>\n<\/li>\n<li>\n<p><strong>Research and plan.<\/strong> Keyword volumes, competition and CPCs, then draft new ad groups.<\/p>\n<\/li>\n<li>\n<p><strong>Set up 24\/7 monitoring agents<\/strong>. “Alert me if CPA goes over $50” \u2014 it watches your accounts and emails you before it becomes Friday’s surprise.<\/p>\n<\/li>\n<li>\n<p><strong>Still build dashboards.<\/strong> The thing we first launched with is still here \u2014 just one feature now, not the whole product.<\/p>\n<\/li>\n<\/ul>\n<p> <\/p>\n<p>Because it’s all MCP, you can wire these tools into your own agents \u2014 exactly how our 3-person team runs 30+ clients.<\/p>\n<p> <\/p>\n<p>It works in Claude (Code, Desktop, web) and any MCP client. 7-day free trial, no card \u2014 PH folks get 30 days with code HUNT.<\/p>\n<p> <\/p>\n<p>One thing I’d genuinely love your take on: what should we connect next \u2014 Klaviyo, LinkedIn Ads, or TikTok Ads?<\/p>\n<p> <\/p>\n<p>Around all day \u2014 ask me anything.<\/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\">@suryansh_jaiswal Congrats on the launch, Suryansh! Scaling from 5 to 30+ clients with just a 3-person team is an incredible testament to what you\u2019ve built here. Managing cross-channel data (Google Ads, GA4, Meta, Stripe) in plain English through Claude sounds like an absolute game-changer for avoiding tab fatigue.The 24\/7 monitoring agents feature is a brilliant addition to prevent ‘Friday surprises.’ To answer your question: I\u2019d love to see LinkedIn Ads integrated next! It would be massive for B2B tracking. Wishing you tons of success today!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I started out using 1ClickReport mostly for data analytics. The thing is, I wasn’t really well-versed in how performance marketing actually works; the execution side of it always felt a bit out of reach. So at some point, I thought: why not use the real client data I already have in here to teach myself? Instead of doing a course, I’d just ask questions about our actual numbers and work through the concepts on real data until they properly clicked.<\/p>\n<\/p>\n<p>Honestly, it’s been a better way to learn the subject than anything traditional I’ve tried. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This cool product helped me find my website weeknesses and increased my traffic<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NYAQRBBXEKHRTE\" class=\"app-title\">Chessie<\/a><\/p>\n<div class=\"one-liner\">Scan chess matches. Find better moves. Increase your elo.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">11<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Chessie \u662f\u4e00\u6b3e\u65e0\u9700\u8054\u7f51\u7684\u68cb\u76d8\u626b\u63cf\u4e0eAI\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u62cd\u7167\u5373\u53ef\u8bc6\u522b\u68cb\u5c40\u5e76\u5229\u7528Stockfish\u5f15\u64ce\u63a8\u8350\u524d\u5341\u4f73\u7740\uff0c\u5e2e\u52a9\u68cb\u624b\u968f\u65f6\u968f\u5730\u590d\u76d8\u3001\u63d0\u5347\u7b49\u7ea7\u5206\uff08Elo\uff09\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eeb6decb-4d4a-4b7d-9a88-f6a7d512055c.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\/3f07830e-7125-41fe-98b7-f9fc538f4fe0.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\/448188ea-897d-4960-8add-fa420d2198f1.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\/9d7e863a-d52e-4311-83ed-931286bf316e.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\/059f899b-6c63-4351-b42c-ff2a785b7920.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\/90478983-a3db-40e8-b262-43015add2592.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\/72cfa510-c65b-44a6-affa-c47717ae31cb.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/3dgumFGO6HE\"><source src=\"https:\/\/www.youtube.com\/shorts\/3dgumFGO6HE\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Board Games<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Games<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u56fd\u9645\u8c61\u68cb\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u68cb\u76d8\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">Stockfish\u5f15\u64ce<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u68cb\u5c40\u590d\u76d8<\/span><br \/>\n <span class=\"tag\">AI\u68cb\u529b\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u4e00\u6b21\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">Chess.com\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">Lichess\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">PGN\u89e3\u6790<\/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\u662f\u4e00\u4e2a\u957f\u7bc7\u5e45\u7684\u81ea\u6211\u5ba3\u4f20\uff0c\u672a\u51fa\u73b0\u7528\u6237\u771f\u5b9e\u53cd\u9988\u3002\u5185\u5bb9\u8be6\u8ff0\u4e86\u8be5\u4ea7\u54c1\u7684\u4e03\u4e2a\u6838\u5fc3\u529f\u80fd\uff0c\u4f46\u7f3a\u4e4f\u7528\u6237\u5b9e\u9645\u4f7f\u7528\u4e2d\u7684\u75db\u70b9\u3001\u5efa\u8bae\u6216\u9519\u8bef\u62a5\u544a\uff0c\u5c5e\u4e8e\u4ea7\u54c1\u53d1\u5e03\u65b9\u81ea\u8ff0\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 Chessie\u7cbe\u51c6\u5207\u4e2d\u4e86\u56fd\u9645\u8c61\u68cb\u7231\u597d\u8005\u4e09\u5927\u75db\u70b9\uff1a\u4e00\u3001\u8131\u79bb\u68cb\u76d8\u540e\u624b\u52a8\u8f93\u5165\u68cb\u5c40\u7e41\u7410\u8017\u65f6\uff1b\u4e8c\u3001\u591a\u6570\u5206\u6790\u5de5\u5177\u9700\u4ed8\u8d39\u8ba2\u9605\u4e14\u4f9d\u8d56\u8054\u7f51\uff1b\u4e09\u3001\u7f3a\u4e4f\u53ef\u89c6\u5316\u3001\u53ef\u5bf9\u6bd4\u7684\u591a\u79cd\u8d70\u6cd5\u63a8\u8350\u3002\u5176\u62cd\u7167\u79d2\u8bfb\u3001\u79bb\u7ebf\u8fd0\u884c\u3001Stockfish\u6df1\u5ea6\u5206\u6790\u3001\u4e00\u6b21\u4e70\u65ad\u5b9a\u4ef7\uff0c\u786e\u5b9e\u6784\u5efa\u4e86\u4e00\u5957\u6e05\u723d\u4e14\u5b9e\u7528\u7684\u95ed\u73af\u3002\u7136\u800c\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u201c\u8d85\u5f3a\u529f\u80fd\u201d\uff0c\u800c\u662f\u201c\u6781\u7b80\u6d41\u7a0b\u201d\u4e0e\u201c\u9690\u79c1\u4f18\u5148\u201d\u2014\u2014\u5c06\u4e13\u4e1a\u7ea7\u7684\u590d\u76d8\u80fd\u529b\u538b\u7f29\u8fdb\u624b\u673a\u6444\u50cf\u5934\uff0c\u5e76\u627f\u8bfa\u6e38\u620f\u6570\u636e\u7559\u5b58\u5728\u672c\u5730\uff0c\u8fd9\u5bf9\u6ce8\u91cd\u5b66\u4e60\u6548\u7387\u548c\u6570\u636e\u5b89\u5168\u7684\u4e1a\u4f59\u68cb\u624b\u4e0e\u8d44\u6df1\u73a9\u5bb6\u90fd\u6781\u5177\u5438\u5f15\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u9700\u8b66\u60d5\uff1a\u68cb\u76d8\u8bc6\u522b\u5728\u5149\u7ebf\u3001\u89d2\u5ea6\u3001\u975e\u6807\u51c6\u68cb\u5b50\u6216\u68cb\u76d8\u4e0a\u7684\u51c6\u786e\u7387\u662f\u81f4\u547d\u8003\u9a8c\uff0cStockfish\u5f15\u64ce\u7684\u672c\u5730\u5316\u6df1\u5ea6\u8c03\u4f18\u662f\u5426\u5f71\u54cd\u5206\u6790\u901f\u5ea6\u4e5f\u672a\u53ef\u77e5\u3002\u6b64\u5916\uff0c11\u7968\u7684\u53d1\u5e03\u6210\u7ee9\u5728Product Hunt\u4e0a\u6781\u4e3a\u51b7\u6e05\uff0c\u8bf4\u660e\u4ea7\u54c1\u5728\u5f53\u524d\u9636\u6bb5\u7684\u8425\u9500\u6216\u5dee\u5f02\u5316\u4eae\u70b9\u4e0d\u8db3\u3002\u4e0e\u5176\u8bf4\u662f\u5de5\u5177\uff0c\u4e0d\u5982\u8bf4\u662f\u201c\u68cb\u624b\u7684\u590d\u76d8\u4e60\u60ef\u7ba1\u7406\u5de5\u5177\u201d\u2014\u2014\u5982\u679c\u80fd\u8fdb\u4e00\u6b65\u6574\u5408\u9519\u68cb\u6807\u8bb0\u3001\u8bad\u7ec3\u8ba1\u5212\u751f\u6210\uff0c\u751a\u81f3\u63a5\u5165\u793e\u4ea4\u5a92\u4f53\u8fdb\u884c\u5bf9\u5c40\u53d1\u5e03\uff0c\u624d\u6709\u53ef\u80fd\u8df3\u51fa\u5c0f\u4f17\u5de5\u5177\u5708\uff0c\u8fc8\u5411\u5e73\u53f0\u578b\u4ea7\u54c1\u3002\u4e00\u6b21\u4e70\u65ad\u5b9a\u4ef7\u867d\u826f\u5fc3\uff0c\u4f46\u82e5\u540e\u7eed\u66f4\u65b0\u4e4f\u529b\uff08\u5982\u65b0\u589eAI\u6559\u7ec3\u3001\u9519\u9898\u672c\uff09\uff0c\u7528\u6237\u7559\u5b58\u5c06\u9762\u4e34\u6311\u6218\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\">Chessie<\/span>\n <\/div>\n<div class=\"comment-content\">Chessie is a chessboard scanner and analyzer. It shows you the top 10 moves of every turn using Stockfish. No internet needed, your game stays yours.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hello Hunters and Chess Masters,<\/p>\n<p>Everything you need to review your chess game and increase your elo<br \/>\n– Scan any chess position: Point your camera at a board or upload a photo. Chessie reads the position in seconds so you can analyze real games from anywhere.<br \/>\n– Instant board recognition: Pieces and squares are detected automatically. No manual setup, just confirm and jump straight into analysis.<br \/>\n– Import games from Chess.com and Lichess: Paste a PGN from your clipboard, verify the board and moves, then run full game analysis in the app without retyping games by hand.<br \/>\n– Analyze with Stockfish: Powered by Stockfish engine depth you can trust. See evaluations and lines that help you understand what\u2019s really happening on the board.<br \/>\n– Top 10 best moves: Every turn surfaces up to ten candidate moves ranked by strength. Compare options quickly and pick the line that fits your style.<br \/>\n– Works offline: Unlimited scanning and analysis without Wi-Fi or mobile data. Your games stay on your device so you can practice and review wherever you are.<br \/>\n– Pay once. Analyze forever: Most chess tools lock analysis behind monthly subscriptions.Chessie is a one-time unlock with unlimited offline Stockfish analysis.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/ZGTWORPFDLJIWV\" class=\"app-title\">DualChess<\/a><\/p>\n<div class=\"one-liner\">Chess \u2014 but a mini-game decides every capture<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">11<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DualChess \u662f\u4e00\u6b3e\u5c06\u56fd\u9645\u8c61\u68cb\u4e0e\u53cd\u5e94\u529b\u5c0f\u6e38\u620f\u7ed3\u5408\u7684\u5728\u7ebf\u5bf9\u6218\u6e38\u620f\uff0c\u901a\u8fc7\u201c\u5403\u5b50\u9700\u8d62\u5c0f\u6e38\u620f\u201d\u7684\u673a\u5236\uff0c\u7f29\u5c0f\u68cb\u624b\u95f4\u7684\u6280\u672f\u5dee\u8ddd\uff0c\u8ba9\u65b0\u624b\u4e5f\u6709\u673a\u4f1a\u6218\u80dc\u9ad8\u624b\uff0c\u89e3\u51b3\u68cb\u7c7b\u6e38\u620f\u56e0\u5b9e\u529b\u60ac\u6b8a\u5bfc\u81f4\u7684\u4f53\u9a8c\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2839eee6-17ab-41af-9ae4-5b6a8a85b46a.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\">Web App<\/span><br \/>\n <span class=\"tag\">Education<\/span><br \/>\n <span class=\"tag\">Games<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u56fd\u9645\u8c61\u68cb<\/span><br \/>\n <span class=\"tag\">\u53cd\u5e94\u529b\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u53d8\u4f53\u68cb\u7c7b<\/span><br \/>\n <span class=\"tag\">\u591a\u4eba\u5bf9\u6218<\/span><br \/>\n <span class=\"tag\">AI\u5bf9\u6218<\/span><br \/>\n <span class=\"tag\">\u4f11\u95f2\u7ade\u6280<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">PWA<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u73a9\u6cd5<\/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\u8005George\u4ecb\u7ecd\u4e86\u521b\u4f5c\u521d\u8877\uff1a\u8ba9\u65b0\u624b\u9762\u5bf9\u9ad8\u624b\u65f6\u4ecd\u6709\u673a\u4f1a\u7ffb\u76d8\u3002\u6e38\u620f\u5c06\u6bcf\u6b21\u5403\u5b50\u53d8\u4e3a\u5feb\u8282\u594f\u5c0f\u6e38\u620f\u5bf9\u51b3\uff0c\u524a\u5f31\u7eaf\u6280\u672f\u4f18\u52bf\uff0c\u5f3a\u8c03\u4e34\u573a\u53cd\u5e94\u3002\u4ed6\u8fd8\u63d0\u5230\u8d60\u9001\u9996\u65e5100\u540d\u73a9\u5bb61\u5929\u9ad8\u7ea7\u4f1a\u5458\uff0c\u5e76\u9080\u8bf7\u73a9\u5bb6\u4f53\u9a8c\u540e\u53cd\u9988\u65b0\u589e\u5c0f\u6e38\u620f\u7684\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 DualChess \u7684\u201c\u68cb\u5f08+\u5c0f\u6e38\u620f\u201d\u672c\u8d28\u4e0a\u662f\u5728\u7528\u201c\u8fd0\u6c14+\u53cd\u5e94\u201d\u5bf9\u51b2\u201c\u6280\u672f\u4f18\u52bf\u201d\uff0c\u7cbe\u51c6\u5207\u5165\u4e86\u786c\u6838\u68cb\u7c7b\u6e38\u620f\u5bf9\u65b0\u624b\u6781\u4e0d\u53cb\u597d\u7684\u75db\u70b9\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u505a\u4e00\u6b3e\u66f4\u597d\u7684\u56fd\u9645\u8c61\u68cb\uff0c\u800c\u662f\u5236\u9020\u4e00\u79cd\u201c\u4e0d\u516c\u5e73\u4e2d\u5bfb\u6c42\u516c\u5e73\u201d\u7684\u793e\u4ea4\u5a31\u4e50\u4f53\u9a8c\u2014\u2014\u8ba9\u68cb\u529b\u60ac\u6b8a\u7684\u4e24\u4eba\u4e5f\u80fd\u73a9\u5f97\u6709\u6765\u6709\u56de\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5de7\u5999\u5730\u89e3\u51b3\u4e86\u68cb\u7c7b\u6e38\u620f\u201c\u6559\u73a9\u5bb6\u505a\u4e8b\u201d\u7684\u95e8\u69db\uff0c\u7528\u968f\u673a\u6027\u548c\u53cd\u5e94\u529b\u7a00\u91ca\u4e86\u6df1\u5ea6\u7b56\u7565\u5e26\u6765\u7684\u632b\u8d25\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u4ece\u4e13\u4e1a\u89d2\u5ea6\u5ba1\u89c6\uff0c\u8fd9\u79cd\u6a21\u5f0f\u5b58\u5728\u201c\u4e24\u5934\u4e0d\u8ba8\u597d\u201d\u7684\u98ce\u9669\u3002\u786c\u6838\u68cb\u624b\u4f1a\u8ba4\u4e3a\u5c0f\u6e38\u620f\u5e72\u6270\u4e86\u68cb\u76d8\u7684\u7eaf\u7cb9\u8ba1\u7b97\uff0c\u662f\u5bf9\u7b56\u7565\u6027\u7684\u7834\u574f\uff1b\u800c\u8ffd\u6c42\u5a31\u4e50\u7684\u73a9\u5bb6\u53ef\u80fd\u5f88\u5feb\u538c\u5026\uff0c\u56e0\u4e3a\u5c0f\u6e38\u620f\u7684\u91cd\u590d\u6027\u4e0e\u6df1\u5ea6\u8fdc\u900a\u4e8e\u201c\u7cd6\u8c46\u4eba\u201d\u7b49\u4e13\u95e8\u6d3e\u5bf9\u6e38\u620f\uff0c\u6838\u5fc3\u4f53\u9a8c\u6700\u7ec8\u4f1a\u56de\u5f52\u5230\u5bf9\u5f08\u672c\u8eab\u3002\u53e6\u5916\uff0c\u53cd\u5e94\u529b\u5bf9\u51b3\u5bf9\u8001\u5e74\u6216\u624b\u6b8b\u73a9\u5bb6\u5e76\u4e0d\u53cb\u597d\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u6362\u4e86\u4e00\u4e2a\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8d5e\u8d4f\u5176\u5728AI\u96be\u5ea6\u5206\u7ea7\u3001\u5b9e\u65f6\u5728\u7ebf\u3001PWA\u514d\u4e0b\u8f7d\u3001\u514d\u8d39\u7b56\u7565\u4e0a\u7684\u6210\u719f\u6267\u884c\uff0c\u4f46\u4ea7\u54c1\u80fd\u5426\u957f\u5b58\uff0c\u53d6\u51b3\u4e8e\u5c0f\u6e38\u620f\u6c60\u7684\u66f4\u65b0\u901f\u5ea6\u4ee5\u53ca\u4e0e\u68cb\u5c40\u7b56\u7565\u7684\u771f\u6b63\u878d\u5408\u5ea6\uff08\u5982\u201c\u7279\u6b8a\u89c4\u5219\u201d\u5bf9\u5c40\u52bf\u7684\u5fae\u5999\u5f71\u54cd\uff09\u3002\u82e5\u53ea\u662f\u201c\u68cb\u76d8\u4e0a\u63d2\u64ad\u5c0f\u6e38\u620f\u201d\uff0c\u5219\u66f4\u50cf\u4e00\u4e2a\u7cbe\u81f4\u7684\u6c99\u96d5\u6e38\u620f\uff1b\u82e5\u80fd\u6253\u9020\u51fa\u201c\u7b56\u7565\u5e03\u5c40+\u5173\u952e\u53cd\u5e94\u201d\u7684\u6df1\u5ea6\u8282\u594f\uff0c\u624d\u6709\u671b\u5f00\u62d3\u51fa\u72ec\u7279\u7684\u201c\u667a\u529b\u4e0e\u795e\u7ecf\u53cc\u91cd\u7ade\u6280\u201d\u54c1\u7c7b\u3002\u76ee\u524d\u6765\u770b\uff0c\u524d\u8005\u66f4\u63a5\u8fd1\u73b0\u5b9e\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\">DualChess<\/span>\n <\/div>\n<div class=\"comment-content\">Play chess online, locally, or vs AI (4 levels) \u2014 but here’s the twist: every capture is settled by a fast reflex mini-game. Lining up a piece doesn’t guarantee the take \u2014 you have to win Pong, Labyrinth, Quick Draw, Memory Match, Target Practice or Tug of War to claim it. Strategy meets nerve, so even a beginner can upset a stronger player. Real-time online play, a global leaderboard, installable as an app \u2014 and free, running instantly in your browser. No download.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I’m George, and DualChess is my solo project.<\/p>\n<p>I love chess, but I always felt bad watching friends bounce off it. When there’s a skill gap, the weaker player just loses every single game, and it stops being fun. I wanted a version where one moment of focus or quick reflexes could swing things, so a beginner always has a fighting chance against a stronger player or the AI.<\/p>\n<p>So in DualChess the board is real chess, but you don’t simply *take* a piece. Every capture kicks off a fast mini-game, and you have to win it to claim the piece. Six so far: Pong, Labyrinth, Quick Draw, Memory Match, Target Practice and Tug of War. Suddenly a losing position can be rescued by nerve, and a winning one can slip away if you choke under pressure.<\/p>\n<p>I’ve also baked in a few special rule twists that quietly tilt the board toward the underdog. I’ll let you discover those as you play. \ud83d\ude09<\/p>\n<p>It started as a tiny “vs computer” prototype and grew into real-time online multiplayer, 4 AI difficulty levels, a global leaderboard, and a full installable PWA, all running in the browser with no download.<\/p>\n<p>It’s free to play. \ud83c\udf81 Just for launch day today, the first 100 players get 1 day of Premium free with code BETA100. Grab it while it’s live.<\/p>\n<p>I’d genuinely love your feedback: does the twist make chess more fun, or just delightfully chaotic? And what mini-game should I add next? \ud83d\ude04<\/p>\n<p>Thanks for checking it out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/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\/MH6KTLT7GODAFU\" class=\"app-title\">Hive<\/a><\/p>\n<div class=\"one-liner\">Babysits your agents from idea to PR, letting you think<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Hive\u662f\u4e00\u4e2a\u5f00\u6e90AI\u4ee3\u7406\u7f16\u6392\u5de5\u5177\uff0c\u80fd\u5728\u7ec8\u7aef\u4e2d\u81ea\u52a8\u5316\u7ba1\u7406\u591a\u4e2a\u9876\u7ea7\u7f16\u7801\u4ee3\u7406\uff08\u5982Claude\u3001Codex\uff09\u4ece\u521b\u610f\u6784\u601d\u5230\u751f\u6210PR\u7684\u5168\u8fc7\u7a0b\uff0c\u8ba9\u5f00\u53d1\u8005\u53ea\u9700\u505a\u5173\u952e\u51b3\u7b56\uff0c\u65e0\u9700\u7d27\u76ef\u4ee3\u7406\u8fd0\u884c\u907f\u514d\u201c\u4fdd\u59c6\u5f0f\u201d\u76d1\u63a7\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e60f6a52-a317-44a2-9abc-aba345bccdcf.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\/e3fdd130-164e-4b83-aaea-8184127a1144.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\/1a4a83a7-7003-4596-859c-e45cc781c1ad.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\/10a75c38-b40e-4dac-a734-a3c50f3ddea4.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\/c64066b3-194a-475a-a3cd-8e69126e2c71.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\/8079deec-2c6d-4cb3-af98-50901571c329.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\/31b459cd-d5e4-4c71-a298-41b5e2b58a10.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=4WDOlQnGnpU\"><source src=\"https:\/\/www.youtube.com\/watch?v=4WDOlQnGnpU\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406\u7f16\u6392<\/span><br \/>\n <span class=\"tag\">\u7f16\u7801\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">PR\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u4ee3\u7406\u534f\u8c03<\/span><br \/>\n <span class=\"tag\">Claude<\/span><br \/>\n <span class=\"tag\">Codex<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u5f02\u6b65\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>\u5f00\u53d1\u8005\u5173\u6ce8\u5176\u5982\u4f55\u89e3\u51b3\u591a\u4ee3\u7406\u8f93\u51fa\u51b2\u7a81\uff1aHive\u91c7\u7528\u6587\u6863\u4f9d\u6b21\u7f16\u5199+Claude\u4ef2\u88c1\uff0c\u4e0d\u76f4\u63a5\u8ba9\u4ee3\u7406\u4e92\u76f8\u901a\u4fe1\u3002\u4f46\u7528\u6237\u5bf9\u5176\u9ed8\u8ba4\u6d88\u8017\u5927\u91cfToken\u8868\u793a\u987e\u8651\uff0c\u5e76\u671f\u5f85\u672a\u6765\u63d0\u4f9bDocker\u5316Web\u754c\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 Hive\u7cbe\u51c6\u5207\u4e2d\u4e86\u5f53\u4e0bAI\u7f16\u7a0b\u72c2\u6f6e\u4e2d\u7684\u4e00\u4e2a\u9690\u75db\uff1a\u5f00\u53d1\u8005\u4ece\u201c\u624b\u52a8\u5199\u4ee3\u7801\u201d\u53d8\u6210\u4e86\u201c\u624b\u52a8\u5582\u4ee3\u7406\u3001\u76ef\u4ee3\u7406\u3001\u8c03\u4ee3\u7406\u201d\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u4ece\u4ee3\u7801\u4fdd\u59c6\u53d8\u6210\u4e86AI\u4fdd\u59c6\uff0c\u6548\u7387\u63d0\u5347\u6709\u9650\u3002Hive\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u5c06\u201c\u4ee3\u7406\u7ba1\u7406\u201d\u672c\u8eab\u81ea\u52a8\u5316\uff0c\u901a\u8fc7\u6587\u4ef6\u7cfb\u7edf\u9690\u55bb\uff08\u6587\u4ef6\u5939\u5373\u4efb\u52a1\uff0c\u72b6\u6001\u6d41\u8f6c\u5373\u5de5\u4f5c\u6d41\uff09\u628a\u591a\u4ee3\u7406\u534f\u4f5c\u53d8\u6210\u53ef\u89c2\u6d4b\u3001\u53ef\u4ef2\u88c1\u7684\u5f02\u6b65\u6d41\u6c34\u7ebf\uff0c\u8fd9\u6bd4\u5355\u4ee3\u7406\u7684\u7b80\u5355\u8c03\u7528\u8981\u806a\u660e\u5f97\u591a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u5b83\u7684\u786c\u4f24\u540c\u6837\u660e\u663e\uff1a\u6781\u5ea6\u4f9d\u8d56\u7528\u6237\u62e5\u6709\u9ad8\u8d28\u91cfAPI\u8ba2\u9605\uff08Claude Max+ChatGPT Pro\uff09\uff0c\u4e14\u9ed8\u8ba4Token\u6d88\u8017\u5de8\u5927\uff0c\u8fd9\u5b9e\u9645\u4e0a\u628a\u6210\u672c\u8f6c\u5ac1\u7ed9\u4e86\u7528\u6237\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5355\u4eba\u7ef4\u62a4\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5176\u8de8\u5e73\u53f0\u7a33\u5b9a\u6027\u3001\u811a\u672c\u9002\u914d\u6027\u53ca\u591a\u4ee3\u7406\u51b2\u7a81\u7684\u7c97\u7c92\u5ea6\u4ef2\u88c1\uff08\u4ec5\u9760Claude\u5bf9\u6587\u6863\u7684\u201c\u4e09\u89c2\u201d\u5224\u65ad\uff09\u80fd\u5426\u5728\u590d\u6742\u5de5\u7a0b\u4e2d\u7a33\u5065\u8fd0\u884c\uff0c\u5b58\u7591\u3002\u6b64\u5916\uff0c\u201c\u4fdd\u59c6\u5f0f\u201d\u5de5\u5177\u672c\u8eab\u5c31\u9700\u8981\u4f7f\u7528\u8005\u5177\u5907\u9ad8\u7ea7\u7684\u5de5\u7a0b\u76f4\u89c9\u548c\u8c03\u8bd5\u80fd\u529b\uff0c\u8fd9\u65e0\u5f62\u4e2d\u62ac\u9ad8\u4e86\u95e8\u69db\u2014\u2014\u5b83\u53ef\u80fd\u66f4\u9002\u5408\u5df2\u7ecf\u6df1\u5ea6\u7406\u89e3Agent\u5de5\u4f5c\u6d41\u3001\u4e14\u4e0d\u5deeToken\u7684\u6781\u5ba2\uff0c\u800c\u975e\u666e\u901a\u5f00\u53d1\u8005\u3002Hive\u7684\u91ce\u5fc3\u65b9\u5411\u6b63\u786e\uff0c\u4f46\u79bb\u201c\u8ba9\u5f00\u53d1\u8005\u53ea\u601d\u8003\u201d\u8fd9\u4e2a\u5b8f\u5927\u547d\u9898\uff0c\u8fd8\u6709\u6570\u4e0d\u6e05\u7684\u8fb9\u754c\u6761\u4ef6\u548c\u5931\u8d25\u8def\u5f84\u8981\u78e8\u5e73\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\">Hive<\/span>\n <\/div>\n<div class=\"comment-content\">Hive orchestrates work of SOTA coding agents (Claude\/Codex\/Pi), so they run autonomously and asynchronously from idea to PR, while you provide only the critical product decisions. Right in your terminal. So instead of watching 5 terminals, you can outsource agents babysitting to Hive and do something meaningful.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt \u2014 I’m Ivan, the maker of Hive.<\/p>\n<p>Hive is an open-source agent harness that drives SOTA coding agents (Claude, Codex, Pi) from a rough idea to a merge-ready PR. The mental model, borrowed from Kieran Klaassen’s “the folder is the agent,” is that every task is a directory: the folder’s location is its state, and the .md files inside are the work. A daemon moves a task through<em> ‘brainstorm \u2192 plan \u2192 code \u2192 multi-agent review \u2192 PR’<\/em>, and you only step in when an agent actually needs you \u2014 usually just answering the brainstorm questions in your own editor (vim, in my case).<\/p>\n<p>I’ve been dogfooding it hard. Hive’s own codebase \u2014 now 55k+ lines of Ruby, not counting tests \u2014 was mostly written by Hive itself (about 70% when I last measured), and the demo above is a real run on a fresh project that ended in this merged PR: <a href=\"https:\/\/github.com\/ivankuznetsov\/shipped\/pull\/1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/ivankuznetsov…<\/a>. <\/p>\n<p>The recently shipped Hive v0.2.0 added a repo patrol that opens PRs on its own, a babysitter daemon that keeps open PRs rebased and green, and Telegram idea capture with voice notes.<\/p>\n<p>You don’t even have to leave your agent: Hive ships an OpenClaw skill (`openclaw skills install hive-cli` gives you a `\/hive` command with guided setup), and you can drive it from inside the Hermes agent the same way.<\/p>\n<p>Honest caveats up front:<\/p>\n<p>– Hive is token-heavy by default (many subagents + multiple coding agents). It’s free and open source, but to really try it I’d recommend a Claude Max + ChatGPT Pro (Codex) subscription \u2014 that’s where it shines.<br \/>– Claude’s tmux mode (the default \u2014 it bills against your Claude subscription instead of API credits) is the newest part of the stack \u2014 expect some rough edges.<br \/>– I’m a solo dev building this in spare time, so testing across OSes and workflows is thin. Feedback and issues are very welcome.<br \/>– Prefer a browser? Hivebox \u2014 a dockerized Hive with a web UI \u2014 is the next release, about a two weeks out. The Discord hears about it first.<\/p>\n<p>Full write-up with the same demo: <a href=\"https:\/\/ikuznetsov.com\/posts\/introducing-hive\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/ikuznetsov.com\/posts\/int…<\/a><br \/>Discord: <a href=\"https:\/\/discord.gg\/Qg5E7rMt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/discord.gg\/Qg5E7rMt<\/a><br \/>Repo: <a href=\"https:\/\/github.com\/ivankuznetsov\/hive\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/ivankuznetsov…<\/a><\/p>\n<p>Happy to answer anything in the thread today<\/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>Interesting positioning. A lot of developers are comfortable delegating coding tasks to agents, but not necessarily the coordination layer around them.<\/p>\n<p>How do you handle conflicting outputs from multiple agents? Is Hive choosing the “best” solution automatically, or does it surface tradeoffs for the developer to decide?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@farrukh_butt1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@farrukh_butt1<\/a> triage with Claude. First of all agents don’t talk to each other, they write documents one after another, and they Claude triage the findings.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/QFPT72SXZ45KRI\" class=\"app-title\">Web Researcher MCP<\/a><\/p>\n<div class=\"one-liner\">The AI research assistant that cites real sources honestly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Web Researcher MCP \u662f\u4e00\u4e2a\u4e13\u4e3a AI \u7814\u7a76\u573a\u666f\u8bbe\u8ba1\u7684\u9a8c\u8bc1\u5c42\u5de5\u5177\uff0c\u80fd\u89e3\u51b3 AI \u52a9\u624b\u7f16\u9020\u8bba\u6587\u3001\u5f15\u7528\u5931\u6548\u6216\u9519\u628a SEO \u5783\u573e\u5f53\u6743\u5a01\u6765\u6e90\u7684\u75db\u70b9\uff0c\u786e\u4fdd\u8f93\u51fa\u7684\u6bcf\u6761\u5f15\u7528\u90fd\u53ef\u8ffd\u6eaf\u3001\u53ef\u9a8c\u8bc1\u3001\u6765\u6e90\u771f\u5b9e\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/124ef25f-e989-4430-9d2c-5c9d892ab838.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\/d9b0b5c5-fed7-40f7-aec1-ed65c496799a.gif?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\/04e7867c-e1a2-48f6-8899-5fb960dfecb5.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=pxok9ftpnO4\"><source src=\"https:\/\/www.youtube.com\/watch?v=pxok9ftpnO4\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Search<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI \u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5f15\u7528\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u5b66\u672f\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u6587\u732e\u53ef\u9760\u6027<\/span><br \/>\n <span class=\"tag\">MCP \u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6cd5\u5f8b\/\u91d1\u878d\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u64a4\u9500\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u6b7b\u94fe\u5b58\u6863<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Go \u8bed\u8a00<\/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\u6307\u51fa\u6838\u5fc3\u95ee\u9898\u662f AI \u52a9\u624b\u5e38\u81ea\u4fe1\u5730\u5f15\u7528\u4e0d\u5b58\u5728\u7684\u8bba\u6587\u3001\u88ab\u64a4\u56de\u7684\u8bba\u6587\u6216 SEO \u5783\u573e\uff0c\u800c\u73b0\u6709\u7814\u7a76\u5de5\u5177\u53ea\u641c\u7d22\u3001\u4e0d\u9a8c\u8bc1\u3002\u5b9e\u9645\u7528\u6237\uff08\u6cd5\u5f8b\u3001\u91d1\u878d\u3001\u5b66\u672f\u7b49\uff09\u53cd\u9988\u8be5 MCP \u5df2\u89e3\u51b3\u591a\u9886\u57df\u7684\u5f15\u7528\u9020\u5047\u95ee\u9898\uff0c\u4f46\u8bc4\u8bba\u533a\u6682\u65e0\u660e\u663e\u6539\u8fdb\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 Web Researcher MCP \u7684\u5b9a\u4f4d\u7cbe\u51c6\u800c\u5201\u94bb\u2014\u2014\u5b83\u4e0d\u8bd5\u56fe\u505a\u5927\u800c\u5168\u7684 AI \u641c\u7d22\u52a9\u624b\uff0c\u800c\u662f\u76f4\u51fb\u5f53\u524d\u5927\u6a21\u578b\u6700\u7f9e\u803b\u7684\u8f6f\u808b\uff1a\u7f16\u9020\u5f15\u7528\u3002\u5f53 ChatGPT \u4fe1\u8a93\u65e6\u65e6\u7ed9\u4f60\u4e00\u7bc7\u4e0d\u5b58\u5728\u7684 Nature \u8bba\u6587\uff0c\u6216\u8005 Perplexity \u628a\u4e2a\u4eba\u535a\u5ba2\u548c\u6700\u9ad8\u6cd5\u9662\u5224\u51b3\u5e76\u5217\u5f15\u7528\u65f6\uff0c\u7528\u6237\u9700\u8981\u7684\u4e0d\u662f\u4e00\u4e2a\u201c\u66f4\u4f1a\u641c\u201d\u7684\u4ee3\u7406\uff0c\u800c\u662f\u4e00\u4e2a\u201c\u6562\u8bf4\u771f\u8bdd\u201d\u7684\u8d28\u68c0\u5458\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u6280\u672f\u5b9e\u73b0\u770b\uff0cGo \u4e8c\u8fdb\u5236\u3001\u96f6\u914d\u7f6e\u3001\u652f\u6301\u4efb\u610f MCP \u5ba2\u6237\u7aef\uff0c\u8fd9\u4e9b\u8bbe\u8ba1\u51b3\u5b9a\u4e86\u5b83\u4e0d\u662f\u4e00\u4e2a\u201c\u5de5\u5177\u201d\u800c\u662f\u4e00\u4e2a\u201c\u534f\u8bae\u5c42\u201d\u3002\u5b83\u62e6\u622a AI \u7684\u751f\u6210\u7269\uff0c\u628a\u201c\u641c\u7d22\u6458\u8981\u201d\u5347\u7ea7\u4e3a\u201c\u5f15\u7528\u5ba1\u8ba1\u201d\u2014\u2014Crossref \u505a\u64a4\u9500\u68c0\u6d4b\u3001Wayback Machine \u505a\u6b7b\u94fe\u4fee\u590d\u3001DOI \u5b9e\u65f6\u6821\u9a8c\uff0c\u8fd9\u4e9b\u52a8\u4f5c\u8ba9 AI \u8f93\u51fa\u7684\u201c\u5e7b\u89c9\u6587\u732e\u201d\u65e0\u5904\u9041\u5f62\u3002\u8fd9\u6bd4\u90a3\u4e9b\u5806\u780c\u641c\u7d22\u6e90\u5374\u4ece\u4e0d\u9a8c\u8bc1\u771f\u4f2a\u7684\u201c\u7814\u7a76\u52a9\u624b\u201d\u9ad8\u51fa\u4e00\u4e2a\u7ef4\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u4e5f\u8981\u6cfc\u51b7\u6c34\uff1a\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u5916\u90e8\u6570\u636e\u5e93\u7684\u53ca\u65f6\u6027\u548c\u5f00\u653e\u6027\u3002Crossref Retraction Watch \u7684\u8986\u76d6\u5e76\u975e\u5b8c\u7f8e\uff0c\u5bf9\u4e2d\u6587\u3001\u5c0f\u4f17\u8bed\u79cd\u8bba\u6587\u7684\u64a4\u9500\u8bb0\u5f55\u51e0\u4e4e\u7a7a\u767d\uff1bWayback Machine \u7684\u5b58\u6863\u5ef6\u8fdf\u4e5f\u8ba9\u67d0\u4e9b\u201c\u521a\u6b7b\u94fe\u201d\u65e0\u6cd5\u7acb\u523b\u8865\u6551\u3002\u53e6\u5916\uff0c\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u88ab\u52a8\u9632\u5fa1\u5c42\u2014\u2014\u5982\u679c AI \u6a21\u578b\u672c\u8eab\u4e0d\u8c03\u7528\u5b83\uff0c\u6216\u8005\u7528\u6237\u4e0d\u77e5\u9053\u5982\u4f55\u914d\u7f6e MCP \u5ba2\u6237\u7aef\uff0c\u90a3\u5b83\u5c31\u662f\u4e2a\u201c\u6ca1\u4eba\u7528\u7684\u6b7b\u5e93\u201d\u3002\u5f53\u524d 9 \u7968\u7684 Product Hunt \u70ed\u5ea6\u4e5f\u8bf4\u660e\uff0c\u8fd9\u4ecd\u662f\u4e00\u4e2a\u6781\u5ba2\u5149\u73af\u6d53\u539a\u7684\u5de5\u5177\uff0c\u800c\u975e\u5927\u4f17\u6d88\u8d39\u54c1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u662f\u5b83\u7684\u6a21\u5f0f\uff1aAI \u4ea7\u4e1a\u7684\u4e0b\u4e00\u9636\u6bb5\uff0c\u4e0d\u662f\u201c\u66f4\u806a\u660e\u7684\u751f\u6210\u201d\uff0c\u800c\u662f\u201c\u66f4\u53ef\u9760\u7684\u9a8c\u8bc1\u201d\u3002Web Researcher MCP \u6070\u597d\u662f\u8fd9\u6761\u8def\u4e0a\u7684\u4e00\u679a\u8def\u6807\uff0c\u867d\u7136\u7a84\uff0c\u4f46\u65b9\u5411\u5bf9\u4e86\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\">Web Researcher MCP<\/span>\n <\/div>\n<div class=\"comment-content\">Search the entire web or narrow it down to just the sites you trust; medical journals, court databases, news outlets, academic papers. Analyze the full source, not just snippets. Links that work, citations you can trust, no made up closed garden pre-synthesized results. Your AI links to papers that don’t exist, invents DOIs, and presents SEO spam with the same confidence as peer-reviewed research. It can’t even tell a blog post from a court filing. This MCP solves it.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey PH! I built web-researcher-mcp after watching AI assistants confidently cite papers that don’t exist \u2014 or worse, cite real papers that were retracted years ago.<\/p>\n<p>The problem: most AI research tools just search and summarize. None of them check whether what they found is actually true.<\/p>\n<p>So I built the verification layer: citation verification against live DOI records, retraction detection via Crossref Retraction Watch, dead-link archiving via Wayback Machine, and full bibliography audit (BibTeX\/RIS\/CSL-JSON). Plus 35+ search tools \u2014 web, academic, patent, legal, financial data.<\/p>\n<p>It’s a single Go binary, zero config, works with Claude, Cursor, or any MCP client. MIT licensed.<\/p>\n<p>Would love to hear how researchers and developers are using it \u2014 and what verification gaps you’re still hitting!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.linkedin.com\/pulse\/sloptimization-ai-citation-rot-tools-fight-back-zohar-babin-xcahc?utm_source=share&utm_medium=member_ios&utm_campaign=share_via\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.linkedin.com\/pulse\/sloptimization-ai-citation-rot-tools-fight-back-zohar-babin-xcahc<\/a><\/p>\n<\/p>\n<p>This article gives more background to the story of why this MCP exists with some real world examples.<\/p>\n<\/p>\n<p>Quality search is still a real problem with all the various AI assistants out there. This MCP has been in live real use by many people across different roles (legal, finance, academic, developers, product management, and every day use) for few months now, and I\u2019ve been building and extending it per real world use-cases and needs. Feel free to try and share \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/NEEHSWK7GD6RLR\" class=\"app-title\">Roast My Resume<\/a><\/p>\n<div class=\"one-liner\">AI roasts your resume. You screenshot the trauma.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">8<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u901a\u8fc7AI\u4ee5\u5e7d\u9ed8\u6bd2\u820c\u7684\u201c\u8bf4\u5531\u5f0f\u5410\u69fd\u201d\u89e3\u6790\u7b80\u5386\u5185\u5bb9\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5a31\u4e50\u4e2d\u5ba1\u89c6\u7b80\u5386\u4e2d\u7684\u5938\u5927\u8868\u8ff0\uff0c\u8f7b\u677e\u5206\u4eab\u793e\u4ea4\u5361\u7247\uff0c\u89e3\u51b3\u7b80\u5386\u81ea\u6211\u7f8e\u5316\u8fc7\u5ea6\u5374\u65e0\u4eba\u6307\u51fa\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb3f2cdf-86b7-43a4-97b0-59a4b3068836.avif?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\">Web App<\/span><br \/>\n <span class=\"tag\">Hiring<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7b80\u5386\u5410\u69fd<\/span><br \/>\n <span class=\"tag\">AI\u5e7d\u9ed8\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u804c\u573a\u5a31\u4e50<\/span><br \/>\n <span class=\"tag\">\u81ea\u6211\u6539\u8fdb<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u75c5\u6bd2\u4f20\u64ad<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5206\u4eab<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u533f\u540d\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5b9e\u9a8c<\/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\u8da3\u5473\u6027\uff0c\u4f46\u8d28\u7591\u662f\u5426\u771f\u6b63\u80fd\u8f85\u52a9\u7b80\u5386\u6539\u8fdb\uff0c\u8ba4\u4e3a\u66f4\u50cf\u5a31\u4e50\u6216\u793e\u4ea4\u4f20\u64ad\u5185\u5bb9\u3002\u5f00\u53d1\u8005\u56de\u5e94\u79f0\u662f\u57fa\u4e8e\u9605\u8bfb\u4e00\u672c\u4e66\u7684\u8bd5\u9a8c\uff0c\u672a\u5f3a\u8c03\u5b9e\u7528\u6027\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u4e8e\u529f\u80fd\u5b9a\u4f4d\u6a21\u7cca\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 \u201cRoast My Resume\u201d\u7684\u672c\u8d28\u662f\u4e00\u573a\u7cbe\u5fc3\u5305\u88c5\u7684\u201c\u81ea\u5632\u884c\u4e3a\u827a\u672f\u201d\u3002\u5b83\u4ee58\u7968\u7684\u5fae\u5c0f\u70ed\u5ea6\u767b\u9646Product Hunt\uff0c\u663e\u7136\u6ca1\u6253\u7b97\u6210\u4e3a\u4e0b\u4e00\u4e2a\u201c\u7b80\u5386\u4f18\u5316\u72ec\u89d2\u517d\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u6539\u5584\u7b80\u5386\u201d\u2014\u2014\u5c11\u6709\u4eba\u4f1a\u771f\u9760\u4e00\u573aAI\u6bd2\u820c\u6765\u4fee\u6539\u5de5\u4f5c\u7ecf\u5386\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u5168\u4eba\u7c7b\u901a\u7528\u7684\u793e\u4ea4\u9700\u6c42\uff1a\u81ea\u9ed1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u8bbe\u8ba1\u903b\u8f91\u975e\u5e38\u6e05\u6670\uff1a\u4f4e\u95e8\u69db\uff08\u7c98\u8d34\u7b80\u5386\uff09\u3001\u9ad8\u4f20\u64ad\u6027\uff08\u622a\u56fe\u5206\u4eab\u5361\u7247\uff09\u3001\u5f3a\u60c5\u7eea\u6807\u7b7e\uff08\u201c\u8f7b\u5ea6\u521b\u4f24\u201d\uff09\u3002\u8fd9\u5e76\u975e\u5de5\u5177\uff0c\u800c\u662f\u5185\u5bb9\u751f\u4ea7\u5668\u3002\u7528\u6237\u751f\u6210\u7684\u4e0d\u662f\u4fee\u6539\u7248\u7b80\u5386\uff0c\u800c\u662f\u4e00\u5f20\u201c\u6211\u88abAI\u9a82\u4e86\u201d\u7684\u793e\u4ea4\u8d27\u5e01\u3002\u4ece\u5f00\u53d1\u8005\u76f4\u8a00\u201c\u53ea\u662f\u8bd5\u9a8c\u4e00\u672c\u4e66\u201d\u6765\u770b\uff0c\u4ea7\u54c1\u672c\u8eab\u662f\u8f7b\u91cf\u7ea7\u7684\uff0c\u751a\u81f3\u4e0d\u5728\u610f\u7559\u5b58\u7387\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u95ee\u9898\u4e5f\u5f88\u660e\u663e\uff1aAI\u7684\u201c\u5410\u69fd\u201d\u82e5\u7f3a\u4e4f\u7ed3\u6784\u5316\u7684\u5206\u6790\u5efa\u8bae\uff0c\u5f88\u5feb\u5c31\u6ca6\u4e3a\u4e00\u6b21\u6027\u73a9\u5177\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u201c\u662f\u5426\u771f\u7684\u6709\u7528\u201d\u7684\u7591\u95ee\uff0c\u6b63\u662f\u4ea7\u54c1\u5929\u82b1\u677f\u6240\u5728\u2014\u2014\u82e5\u4e0d\u63a5\u5165\u5b9e\u8d28\u6027\u7684\u7b80\u5386\u4f18\u5316\u5efa\u8bae\uff08\u6bd4\u5982\u6307\u51fa\u67d0\u79cd\u8868\u8ff0\u5728ATS\u7cfb\u7edf\u4e2d\u7684\u901a\u8fc7\u7387\uff09\uff0c\u5b83\u6c38\u8fdc\u53ea\u80fd\u662f\u201c\u529e\u516c\u5ba4\u95f2\u804a\u795e\u5668\u201d\uff0c\u800c\u975e\u804c\u573a\u8f85\u52a9\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4e00\u53e5\u8bdd\u9510\u8bc4\uff1a\u5b83\u75db\u51fb\u4e86\u7b80\u5386\u9020\u5047\u7684\u666e\u904d\u7126\u8651\uff0c\u5374\u628a\u4f24\u53e3\u5f53\u6210\u4e86\u7ec8\u70b9\uff0c\u800c\u975e\u8d77\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\">Roast My Resume<\/span>\n <\/div>\n<div class=\"comment-content\">AI roasts your resume with battle-rap energy. Paste your ‘7 years of robust full-stack experience’ and watch it translate to ‘7 years of making stuff up as I go along.’ Then screenshot the share card. Free. Anonymous. Mildly traumatic.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built this because my resume said ‘passionate self-starter’ 4 times and I needed an intervention.<br \/>\nPaste yours. I dare you. The AI finds every lie you’ve told yourself. \ud83d\udd25<br \/>\nWhat’s the cringiest line on your resume? Top 3 get roasted live in the replies. \ud83d\udc47<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a fun hook. Curious though, do you think the \u201croast\u201d actually helps users improve their resume, or is it more purely entertainment\/shareable content?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@farrukh_butt1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@farrukh_butt1<\/a> i just build this to experiment a book i read. not a big thing. whats about you bro?<\/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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span 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