{"id":68,"date":"2025-12-12T10:31:37","date_gmt":"2025-12-12T02:31:37","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2025\/12\/12\/2025-12-11\/"},"modified":"2025-12-12T10:31:37","modified_gmt":"2025-12-12T02:31:37","slug":"2025-12-11","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2025\/12\/12\/2025-12-11\/","title":{"rendered":"PH\u70ed\u699c | 2025-12-11"},"content":{"rendered":"


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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2025-12-11<\/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 | 2025-12-11<\/h1>\n<p> <!-- \u5c55\u793aapp\u5361\u7247 --><\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/B6JZUAABHPBU7O\" class=\"app-title\">ClickUp 4.0<\/a><\/p>\n<div class=\"one-liner\">All your work: tasks, docs, chat, and AI with 100% context<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">486<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>ClickUp 4.0\u662f\u4e00\u6b3e\u96c6\u6210\u4e86\u4efb\u52a1\u3001\u6587\u6863\u3001\u804a\u5929\u548cAI\u7684\u805a\u5408\u5de5\u4f5c\u5e73\u53f0\uff0c\u901a\u8fc7\u5c06\u6240\u6709\u5de5\u4f5c\u4fe1\u606f\u4e0eAI\u667a\u80fd\u4f53\u5728\u7edf\u4e00\u4e0a\u4e0b\u6587\u4e2d\u8fde\u63a5\uff0c\u89e3\u51b3\u4e86\u56e2\u961f\u56e0\u4f7f\u7528\u591a\u4e2a\u5272\u88c2\u5de5\u5177\u800c\u5bfc\u81f4\u7684\u201c\u5de5\u4f5c\u8513\u5ef6\u201d\u3001\u6548\u7387\u4f4e\u4e0b\u548c\u4e0a\u4e0b\u6587\u4e22\u5931\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/31a7c2d4-dd3c-45cb-82a9-3afaab817c5e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ad24060c-165d-4de5-9aa2-6758cb91f390.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2271734f-8c87-4d9c-a1d0-4411e64c77ab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9097d6ab-553d-43ec-ac88-ccd0ba52fa1b.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\/08c12faa-561d-4628-a500-860b30b920be.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=T2QbBSCcYtI\"><source src=\"https:\/\/www.youtube.com\/watch?v=T2QbBSCcYtI\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e00\u4f53\u5316\u5de5\u4f5c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u7a7a\u95f4<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u6c9f\u901a<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bae\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/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\u4e00\u4f53\u5316\u8bbe\u8ba1\u3001\u6027\u80fd\u63d0\u5347\u548cUI\u6539\u8fdb\uff0c\u8ba4\u4e3a\u5176\u771f\u6b63\u89e3\u51b3\u4e86\u5de5\u5177\u5272\u88c2\u95ee\u9898\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728AI\u5982\u4f55\u957f\u671f\u4fdd\u6301\u4e0a\u4e0b\u6587\u51c6\u786e\u6027\u3001\u4e0e\u5916\u90e8\u5de5\u5177\uff08\u5982Google\/Zoom\uff09\u7684\u540c\u6b65\u7ec6\u8282\uff0c\u4ee5\u53ca\u5bf9\u201c\u805a\u5408\u201d\u6982\u5ff5\u5177\u4f53\u80fd\u5b9e\u73b0\u4ec0\u4e48\u7684\u8fdb\u4e00\u6b65\u8bf4\u660e\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n ClickUp 4.0\u7684\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e00\u6b21\u7248\u672c\u66f4\u65b0\uff0c\u800c\u662f\u4e00\u6b21\u5bf9\u201c\u5de5\u4f5c\u64cd\u4f5c\u7cfb\u7edf\u201d\u7684\u91cd\u65b0\u5b9a\u4e49\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u5806\u780c\u529f\u80fd\uff0c\u800c\u662f\u8bd5\u56fe\u7528\u201c\u805a\u5408\u201d\u548c\u201c\u4e0a\u4e0b\u6587\u201d\u8fd9\u4e24\u4e2a\u5173\u952e\u8bcd\uff0c\u5bf9\u6cbb\u73b0\u4ee3\u77e5\u8bc6\u5de5\u4f5c\u7684\u7cfb\u7edf\u6027\u75fc\u75be\u2014\u2014\u201c\u5de5\u4f5c\u8513\u5ef6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u4efb\u52a1\u3001\u6587\u6863\u3001\u804a\u5929\u3001\u4f1a\u8bae\u7b49\u6a21\u5757\u6df1\u5ea6\u6574\u5408\uff0c\u5e76\u8ba9AI\u8d2f\u7a7f\u5176\u4e2d\uff0c\u5ba3\u79f0\u62e5\u6709\u201c100%\u4e0a\u4e0b\u6587\u201d\u3002\u8fd9\u76f4\u6307\u5f53\u524dAI\u5de5\u5177\u7684\u6838\u5fc3\u77ed\u677f\uff1a\u5927\u591a\u6570AI\u52a9\u624b\u662f\u201c\u5931\u5fc6\u7684\u4e34\u65f6\u5de5\u201d\uff0c\u6bcf\u6b21\u4ea4\u4e92\u90fd\u4ece\u96f6\u5f00\u59cb\uff0c\u65e0\u6cd5\u79ef\u7d2f\u548c\u8c03\u7528\u8de8\u5e73\u53f0\u3001\u8de8\u683c\u5f0f\u7684\u5de5\u4f5c\u5386\u53f2\u4e0e\u77e5\u8bc6\u3002ClickUp\u7684\u201c\u805a\u5408AI\u5de5\u4f5c\u7a7a\u95f4\u201d\u82e5\u80fd\u5b9e\u73b0\u627f\u8bfa\uff0c\u610f\u5473\u7740AI\u4ece\u201c\u6587\u672c\u751f\u6210\u5668\u201d\u8fdb\u5316\u4e3a\u201c\u5de5\u4f5c\u6d41\u7a0b\u7406\u89e3\u8005\u4e0e\u63a8\u52a8\u8005\u201d\uff0c\u8fd9\u5177\u6709\u8303\u5f0f\u8f6c\u6362\u7684\u6f5c\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u201c100%\u4e0a\u4e0b\u6587\u201d\u5728\u5de5\u7a0b\u548c\u7b97\u6cd5\u4e0a\u662f\u5de8\u5927\u8003\u9a8c\uff0c\u5982\u4f55\u4ece\u6d77\u91cf\u5f02\u6784\u6570\u636e\u4e2d\u5b9e\u65f6\u63d0\u53d6\u3001\u5173\u8054\u5e76\u4fdd\u6301\u4fe1\u606f\u4e00\u81f4\u6027\uff0c\u4e14\u4e0d\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\u6216\u4fe1\u606f\u8fc7\u8f7d\uff0c\u662f\u6781\u9ad8\u95e8\u69db\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u5bf9AI\u4e0a\u4e0b\u6587\u51c6\u786e\u6027\u7684\u62c5\u5fe7\u6b63\u662f\u6b64\u70b9\u3002\u5176\u6b21\uff0c\u771f\u6b63\u7684\u201c\u805a\u5408\u201d\u610f\u5473\u7740\u8981\u66ff\u4ee3\u6216\u6df1\u5ea6\u8fde\u63a5\u7528\u6237\u539f\u6709\u7684\u6570\u5341\u79cd\u5de5\u5177\u751f\u6001\uff0c\u5176\u8fc1\u79fb\u6210\u672c\u3001\u6570\u636e\u5b89\u5168\u6027\u548c\u7b2c\u4e09\u65b9\u96c6\u6210\u6df1\u5ea6\u5c06\u662f\u5b9e\u9645\u91c7\u7eb3\u7684\u5173\u952e\u3002\u6700\u540e\uff0c\u5c06\u5982\u6b64\u591a\u7684\u529f\u80fd\u4e0eAI\u6df1\u5ea6\u8026\u5408\uff0c\u53ef\u80fd\u5e26\u6765\u754c\u9762\u590d\u6742\u5ea6\u548c\u5b66\u4e60\u66f2\u7ebf\u7684\u63d0\u5347\uff0c\u5982\u4f55\u4fdd\u6301\u201c\u7b80\u6d01\u9ad8\u6548\u201d\u7684\u4f53\u9a8c\uff0c\u5c06\u662f\u5bf9\u5176\u8bbe\u8ba1\u529f\u529b\u7684\u7ec8\u6781\u6d4b\u8bd5\u3002\n 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<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\">ClickUp 4.0<\/span>\n <\/div>\n<div class=\"comment-content\">Today marks a new era of ClickUp, defined by craft, quality, and convergence. It\u2019s the future of software, converging 50+ apps to maximize human productivity with AI. ClickUp 4.0 is polished, powerful, and perfectly crafted… and it’s available for everyone, now.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Product Hunt, Seven years ago, we started ClickUp with a simple but ambitious idea: one app to manage all of your work.<\/p>\n<p> <\/p>\n<p>Since then, work has only gotten more chaotic. Teams are juggling dozens of tools, copy-pasting between apps, and losing context in the gaps. We call this <strong>Work Sprawl<\/strong>\u2014and it quietly kills productivity.<\/p>\n<p> <\/p>\n<p>ClickUp 4.0 is our answer.<\/p>\n<p> <\/p>\n<p>Over the past year, more than 80% of our engineering effort has gone into one thing: raising the bar on craft, quality, and performance. We rebuilt the experience so your work feels faster, cleaner, and more connected than ever before.<\/p>\n<p> <\/p>\n<p>ClickUp 4.0 is the world\u2019s first <strong>Converged AI Workspace<\/strong>\u2014a single place where your <strong>tasks, docs, chat, and AI agents<\/strong> all work together with 100% context.<\/p>\n<p> <\/p>\n<p>Here\u2019s what that means for you:<\/p>\n<ul>\n<li>\n<p><strong>One workspace, not fifteen tabs.<\/strong> Bring projects, docs, conversations, and files together so you always know where work lives.<\/p>\n<\/li>\n<li>\n<p><strong>New 4.0 navigation built for focus.<\/strong> A modern, customizable sidebar, a My Tasks hub for your day, and Hubs for teams, meetings, and more.<\/p>\n<\/li>\n<li>\n<p><strong>AI that actually knows your work.<\/strong> Connected AI agents that understand your tasks, docs, chats, and connected tools\u2014so they can summarize, answer questions, and move work forward, not just write text.<\/p>\n<\/li>\n<li>\n<p><strong>Meetings that run themselves.<\/strong> Built-in calendar, SyncUps, and AI notetaker to schedule, record, summarize, and turn conversations into action items.<\/p>\n<\/li>\n<\/ul>\n<p> <\/p>\n<p>This launch is a new era for ClickUp.<\/p>\n<p> <\/p>\n<p>ClickUp 4.0 is live today. I\u2019d love to hear what you think and what you want us to build next.<\/p>\n<p> <\/p>\n<p>\u2013 Zeb<\/p>\n<p>Founder & CEO, ClickUp<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>35<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@djcurfew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djcurfew<\/a> Congrats on the 4.0 launch! curious how your AI agents maintain accurate context across tasks, docs, and meetings without drifting 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@djcurfew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djcurfew<\/a> Curious how the AI actually \u2018understands\u2019 tasks and docs. Does it get context from everything automatically?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@djcurfew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djcurfew<\/a> Looks awesome! Navigation and My Tasks = immediate wins. Does Meetings\/AI Notetaker auto-sync with Google\/Zoom? Congrats!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulation <a href=\"https:\/\/www.producthunt.com\/@djcurfew\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"djcurfew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djcurfew<\/a> <a href=\"https:\/\/www.producthunt.com\/@thisiskp_\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"thisiskp_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thisiskp_<\/a> ClickUp 4.0 looks like the first real solution to Work Sprawl – everything finally lives in one connected workspace.<\/p>\n<p>The new performance and UX upgrade is unreal; it actually feels fast enough to keep up with real teams.<\/p>\n<p>Connected AI agents + unified tasks + docs might be the biggest productivity jump ClickUp\u2019s ever shipped.<\/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>Hey PH fam \ud83d\udc4b<\/p>\n<\/p>\n<p>Super excited to bring ClickUp 4.0 to the Product Hunt community today \ud83d\ude80<\/p>\n<\/p>\n<p>There is a very real pain point I keep hearing from founders, product teams, and operations leaders.<\/p>\n<p>Teams are not struggling because they lack tools.<br \/>They are struggling because their tools do not talk to each other. And once the workflow cracks, everything slows down.<\/p>\n<\/p>\n<p>Here are the concerns I hear most often:<\/p>\n<p>\u2022 \u201cWe lose context every time we switch tools\u201d<br \/>\u2022 \u201cOur meeting notes never turn into action\u201d<br \/>\u2022 \u201cUpdates live in so many places that no one knows the full picture\u201d<br \/>\u2022 \u201cAI is helpful but it does not understand the actual work we are doing\u201d<\/p>\n<\/p>\n<p>These are not small annoyances. They are real blockers that limit execution speed.<\/p>\n<\/p>\n<p>That is why this launch matters.<\/p>\n<\/p>\n<p>ClickUp 4.0 is the most intentional attempt I have seen to solve the coordination problem at scale. Not by adding more tools, but by bringing everything into one connected workspace and letting AI support the flow instead of disrupting it.<\/p>\n<\/p>\n<p>Here is what stands out:<\/p>\n<p>\u2728 Unified workspace where tasks, docs, chat, meetings and dashboards sit together<br \/>\u2728 AI Chat that actually understands your projects, notes and context<br \/>\u2728 SyncUps that turn calls into summaries and next steps instantly<br \/>\u2728 Autopilot agents that handle routine follow ups and small tasks<br \/>\u2728 A cleaner interface that reduces friction across the entire workflow<\/p>\n<\/p>\n<p>And the workflow feels\u2026 natural.<\/p>\n<\/p>\n<p>Describe what you want to focus on, and AI gives you context from your own workspace.<\/p>\n<p>Jump into a meeting and watch SyncUps convert it into actionable steps.<\/p>\n<p>Move through your day with fewer tool jumps and fewer moments of \u201cwhere did that information live\u201d<\/p>\n<\/p>\n<p>What I appreciate most is that ClickUp 4.0 keeps humans in control.<\/p>\n<p>Your structure.<br \/>Your workflow.<br \/>AI simply accelerates the pieces that normally slow you down.<\/p>\n<\/p>\n<p>The ClickUp team is here all day to answer questions and hear feedback. Drop your thoughts, questions or reactions below \ud83d\udc47<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Convergence is great, and the sprawl problem is real. But would love to see a bit more on what that enables!<\/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\/@jalcantara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jalcantara<\/a> Absolutely! Please dive in and let me know your thoughts. We’re happy to solve the problem and feel this launch really gets us there<\/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>One app to kill AI tab chaos. Nice. \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hayun_song\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hayun_song<\/a> Exactly! No choas just all your work in one place!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats to the whole ClickUp team, rebuilding this much at the foundation level isn’t easy, but the results show.<\/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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Greatly appreciate you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a really impressive update. The polish shows.<\/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\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> Much appreciated! We really focused on craft and quality here. Let me know your thoughts<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on the launch!!<\/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\/@francescod_ales\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@francescod_ales<\/a> Appreciate you always friend!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Congratulations on launch.. This looks brilliant! Best of luck.<\/div>\n<div class=\"comment-actions\">\n<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 new hubs and sidebar redesign are incredibly clean. The UI feels calmer, more focused, like it grew up.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>ClickUp’s 4.0 is a major game changer!<\/p>\n<p>Been having issues looking into a lot of tasks assigned to myself. After 4.0, the tasks are organized better! With the integration with a lot of apps, it’s a breath of fresh air having to do a lot of things within a single app! <em>MINDBLOWN<\/em>!!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Looks polished, but I hope legacy performance issues are gone. Congrats \ud83e\udd42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@kate_ramakaieva we wiped them out. Tysm!<\/div>\n<div class=\"comment-actions\">\n<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\">Wonderful update! The unified workspace genuinely feels like the future of project management. \ud83d\ude0a<\/div>\n<div class=\"comment-actions\">\n<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\/@iamanantgupta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iamanantgupta<\/a> its the future 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The way it organizes small details saves me from scrolling around apps all day \ud83d\ude0c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>feels like a mini workspace that grows with me. Simple start, strong workflow later on.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 way it organizes small details saves me from scrolling around apps all day \ud83d\ude0c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Chat and work living together actually helps me respond faster without losing track.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 thing gives my day structure without making it complicated. Big win for focus.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Can the AI summarize cross-project insights or spot trends automatically?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@nuseir_yassin1 yes! You can ask Brain or schedule it to look for trends etc. you just need to set a trigger and make sure it has a timer to check. Reach out to us if any questions<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Huge congratulations to the ClickUp team! The craftsmanship really shows. Love seeing ClickUp continue raising the bar for productivity. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@zerotox greatly appreciate you. That was the entire goal!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Seems pretty cool – clickup could save me out of tedious project management tasks! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Smooth UI, faster actions, and better automation. Great 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\/@nichochar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nichochar<\/a> Greatly appreciated!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 so relevant. Going to be very useful!<\/div>\n<div class=\"comment-actions\">\n<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\/@pritish_gupta2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pritish_gupta2<\/a> Excited to see the time it saves you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Big congrats to the ClickUp team. amazing 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\/@priyankamandal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@priyankamandal<\/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>Looks great. Congrats on the great 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\/@alexmturnbull\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexmturnbull<\/a> Ty Alex, excited to hear the worlds thoughts on the release<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 \ud83d\udc4f\ud83d\udc4f\ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@djcurfew\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"djcurfew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djcurfew<\/a> <a href=\"https:\/\/www.producthunt.com\/@clickup_chris\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"clickup_chris\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@clickup_chris<\/a> the layout is so much cleaner and the speed is top-notch! This is great job and every team aiming at being productive should be using this 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>Looks incredibly powerful – data silos from Slack\/Notion\/etc. have made it very difficult to have a single agent work across all the platforms your team is on. If you have a team fully on ClickUp they will likely see a lot more upside to agents<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">The streamlined navigation looks good reducing tab-switching. Nice work!!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I use ClickUp every day and have already bid farewell to context switching and should I say typing?! Love love love Talk to Text. Do we have a TTT Leaderboard? \ud83e\udd29<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PHTQZHMQC3YNZO\" class=\"app-title\">Finesse by Skippr AI<\/a><\/p>\n<div class=\"one-liner\">AI Product Refinement, Right in Your Browser<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">340<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6d4f\u89c8\u5668\u5185\u7684AI\u4ea7\u54c1\u7cbe\u4fee\u52a9\u624b\uff0c\u5728\u5f00\u53d1\u4e0e\u8bbe\u8ba1\u9636\u6bb5\u81ea\u52a8\u6355\u6349\u8bbe\u8ba1\u3001\u6587\u6848\u548c\u53ef\u8bbf\u95ee\u6027\u95ee\u9898\uff0c\u89e3\u51b3\u4ea7\u54c1\u4e0a\u7ebf\u524d\u7f3a\u4e4f\u81ea\u52a8\u5316UX\u4e0e\u5185\u5bb9\u8d28\u91cf\u68c0\u67e5\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ce0f135c-abf8-4b7b-ab46-8b5af46c0346.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7cc0a053-4900-4dc3-a6ee-1c6e218b365c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e917298a-2764-4f71-9a09-6c0d76607bba.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/265dadde-4d47-4a97-81eb-cbf423c28b67.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9085b66a-b7e3-4794-af5e-328fc6ec6e7c.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\/0aac5618-c95f-4d04-a850-2269c27f4ba3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=vqDO6uJpOZY\"><source src=\"https:\/\/www.youtube.com\/watch?v=vqDO6uJpOZY\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">User Experience<\/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\u4ea7\u54c1\u8bc4\u5ba1<\/span><br \/>\n <span class=\"tag\">UX\u81ea\u52a8\u5316\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u53ef\u8bbf\u95ee\u6027\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u8d28\u91cf\u4fdd\u8bc1<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u8bbe\u8ba1\u987e\u95ee<\/span><br \/>\n <span class=\"tag\">MCP\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u9884\u53d1\u5e03\u8d28\u68c0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u81ea\u52a8\u5316\u8bbe\u8ba1\/\u65e0\u969c\u788dQA\u201d\u7a7a\u767d\u7684\u6f5c\u529b\uff0c\u8d5e\u53f9\u6548\u7387\u63d0\u5347\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u5982\u4f55\u4fdd\u6301\u8de8\u4ea7\u54c1\u53cd\u9988\u4e00\u81f4\u6027\u3001\u5982\u4f55\u5904\u7406\u591a\u6b65\u9aa4\u6d41\u7a0b\u3001\u4e0e\u4ee3\u7801\u4ee3\u7406\u7684\u533a\u522b\u3001\u81ea\u5b9a\u4e49\u8bbe\u8ba1\u7cfb\u7edf\u652f\u6301\u3001CI\/CD\u53ca\u4ee3\u7801\u5e73\u53f0\u96c6\u6210\u6df1\u5ea6\uff0c\u4ee5\u53ca\u672a\u6765\u662f\u5426\u4f1a\u4ece\u53cd\u9988\u8d70\u5411\u81ea\u52a8\u6267\u884c\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 Finesse \u7784\u51c6\u4e86\u4e00\u4e2a\u88abAI\u7f16\u7801\u70ed\u6f6e\u63a9\u76d6\u7684\u5173\u952e\u65ad\u5c42\uff1a\u751f\u6210\u4ee3\u7801\u6613\uff0c\u751f\u6210\u4f18\u79c0\u4ea7\u54c1\u4f53\u9a8c\u96be\u3002\u5b83\u5e76\u975e\u53e6\u4e00\u4e2a\u7f16\u7801\u526f\u9a7e\u9a76\uff0c\u800c\u662f\u5b9a\u4f4d\u4e3a\u201c\u4ea7\u54c1\u526f\u9a7e\u9a76\u201d\uff0c\u8bd5\u56fe\u5c06\u4ea7\u54c1\u7ecf\u7406\u548c\u8bbe\u8ba1\u5e08\u7684\u4e13\u4e1a\u5224\u65ad\u529b\u6ce8\u5165\u5f00\u53d1\u6d41\u7a0b\u7684\u524d\u7aef\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u89c4\u5219\u68c0\u67e5\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u901a\u8fc7\u6a21\u578b\u53bb\u201c\u7406\u89e3\u201d\u7528\u6237\u6d41\u7a0b\u4e0e\u8bbe\u8ba1\u610f\u56fe\uff0c\u8fdb\u884c\u66f4\u9ad8\u9636\u7684\u6279\u5224\u6027\u601d\u8003\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6233\u4e2d\u4e86\u5f53\u524d\u201c vibe coding \u201d\u7684\u8f6f\u808b\u2014\u2014\u5feb\u901f\u4ea7\u51fa\u53ef\u80fd\u610f\u5473\u7740\u66f4\u5feb\u901f\u5730\u4ea7\u51fa\u7cdf\u7cd5\u7684UX\u3002\u901a\u8fc7MCP\u4e0e\u7f16\u7801\u4ee3\u7406\u8054\u52a8\uff0c\u5b83\u6784\u60f3\u4e86\u4e00\u4e2a\u201c\u8bc4\u5ba1-\u6267\u884c\u201d\u7684\u95ed\u73af\uff0c\u4f46\u8fd9\u4e5f\u662f\u5176\u6700\u5927\u98ce\u9669\u70b9\uff1a\u5176\u53cd\u9988\u7684\u201c\u4e13\u4e1a\u6027\u201d\u548c\u201c\u53ef\u6267\u884c\u6027\u201d\u9ad8\u5ea6\u4f9d\u8d56\u5e95\u5c42\u6a21\u578b\u7684\u8ba4\u77e5\u80fd\u529b\uff0c\u5728\u590d\u6742\u3001\u975e\u6807\u51c6\u5316\u7684\u4ea7\u54c1\u903b\u8f91\u9762\u524d\uff0c\u80fd\u5426\u63d0\u4f9b\u771f\u6b63\u8d85\u8d8a\u8d44\u6df1\u4ea7\u54c1\u8bbe\u8ba1\u5e08\u7684\u6d1e\u5bdf\uff0c\u800c\u975e\u6cdb\u6cdb\u800c\u8c08\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u7684\u5b98\u65b9\u56de\u590d\u770b\uff0c\u56e2\u961f\u601d\u8def\u6e05\u6670\uff0c\u660e\u786e\u4f18\u5148\u89e3\u51b3\u201c\u53cd\u9988\u201d\u8fd9\u4e00\u6700\u75db\u7f3a\u53e3\uff0c\u800c\u975e\u76f2\u76ee\u8ffd\u6c42\u5168\u81ea\u52a8\u6267\u884c\u3002\u672a\u6765\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5982\u4f55\u5c06\u6a21\u7cca\u7684\u201c\u4ea7\u54c1\u6700\u4f73\u5b9e\u8df5\u201d\u8f6c\u5316\u4e3a\u5728\u4e0d\u540c\u516c\u53f8\u3001\u4e0d\u540c\u8bbe\u8ba1\u7cfb\u7edf\u8bed\u5883\u4e0b\u90fd\u8db3\u591f\u7cbe\u51c6\u7684\u5efa\u8bae\uff0c\u4ee5\u53ca\u5982\u4f55\u4eceUI\u8868\u5c42\u5206\u6790\u8d70\u5411\u4e0e\u4e1a\u52a1\u6570\u636e\u3001\u7528\u6237\u53cd\u9988\u7ed3\u5408\u7684\u6df1\u5ea6\u5206\u6790\u3002\u82e5\u80fd\u7a81\u7834\uff0c\u5b83\u6709\u671b\u4ece\u201c\u667a\u80fd\u68c0\u67e5\u6e05\u5355\u201d\u8fdb\u5316\u6210\u4e3a\u4ea7\u54c1\u51b3\u7b56\u7684\u6838\u5fc3\u795e\u7ecf\u4e2d\u67a2\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\">Finesse by Skippr AI<\/span>\n <\/div>\n<div class=\"comment-content\">AI agent that catches design, copy, and accessibility issues before you ship. Works on Localhost, Production, Figma, Lovable, Replit & more. Syncs with coding agents via MCP. Finesse reviews every screen against UX and product best practices, then gives you real-time feedback. See annotations directly on your UI, generate shareable reports with one click, or create tickets for Linear and Jira. Need deeper feedback? Talk to your AI design lead – the deepest product critique agent available.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b I’m Sagi, founder of Skippr.<\/p>\n<p>AI has made building products faster than ever, but reviewing what it actually built is still painful. That’s why we built Skippr <strong>Finesse<\/strong>. Skippr Finesse gives instant, expert feedback across Product Management, Product Design, Content, and Accessibility. Like having a full product team in one click. And with Live Mode chat, you can talk directly to specialists as you build, getting real-time guidance instead of static reports.<\/p>\n<p>\ud83e\udde9 The blocker no one talks about<br \/>Plenty of tools automate coding, PRs, and deploys, but the product experience still gets left behind. Clean code doesn’t guarantee clear UX, and tight engineering doesn’t fix confusing flows or inaccessible interactions.<br \/>Skippr puts product fundamentals back in the loop, helping teams ship <strong>experiences users actually love<\/strong>.<\/p>\n<p>\u2699\ufe0f How it works<br \/>Open any page in your app.<br \/>Click the Skippr extension.<br \/>Get an expert-grade review instantly, or jump into Live Mode for real-time help.<br \/>And with MCP integration, tools like Cursor or Claude Code can automatically implement Skippr’s feedback, closing the gap between review and execution.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>19<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sagi_shorrer1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sagi_shorrer1<\/a> Congrats on the launch! curious how Finesse keeps its UX and content feedback consistent across different product 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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@sagi_shorrer1 hello sagi<br \/>\nWhat an amazing solution to solving problems with AI <\/p>\n<p>My name is wisdom, from Nigeria – I am a UI designer while taking a warm look at your innovation – I write to express in being part of your design team, help build more functional and clear design experience for user<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sagi_shorrer1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sagi_shorrer1<\/a> Congrats! How well does Skippr handle multi-step UX flows across connected screens?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/@ziad_al_ziadi\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ziad_al_ziadi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ziad_al_ziadi<\/a> and the team reached out to me recently, and honestly, I see massive potential here. Every product needs this kind of automated QA for design and accessibility.<\/p>\n<\/p>\n<p>It is clear that this is built by a team of top-notch players who know their craft. Definitely deserves the support! <\/p>\n<\/p>\n<p>Good luck to the whole squad!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>18<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ziad_al_ziadi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ziad_al_ziadi<\/a>  <a href=\"https:\/\/www.producthunt.com\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> this is huge<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> Thanks for the support Aleks, super excited for this and to be working alongside you \ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulation <a href=\"https:\/\/www.producthunt.com\/@byalexai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> <a href=\"https:\/\/www.producthunt.com\/@sagi_shorrer1\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sagi_shorrer1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sagi_shorrer1<\/a> This is the kind of AI every product team needs – real-time, practical, and actually useful before launch.<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Skippr differ from the AI coding agents? Seems like you\u2019re solving a different, more upstream problem with no coding abilities?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a><\/p>\n<p>Skippr operates on a completely different layer! Coding agents jump in once you already know <em>exactly<\/em> what you want to build. Skippr is the step before that, the product and UX brain that helps you avoid shipping the wrong thing faster.<\/p>\n<p>It catches issues early, clarifies intent, shapes the experience, and makes sure the direction actually makes sense. Then, when you\u2019re ready to execute, Skippr hands clean, intentional requests off to any coding agent through MCP. It\u2019s upstream, not competing, and it saves a ton of wasted development cycles.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>This looks soo cool! Would love to see Skippr integrate with tools like Cursor\/Claude Code. Is that on the roadmap? Great job team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@ansh_deb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ansh_deb<\/a>!<\/p>\n<\/p>\n<p>Currently, you can integrate Cursor\/Claude Code via an MCP using an npm command or by directly adding the JSON config. Tighter integrations with IDEs are something we’re definitely thinking 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>Do you eventually want Skippr to read analytics, user feedback, or session data to inform product suggestions? think that would close the loop neatly<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Skippr decide what feedback to give? Is it more rule-based or model-driven<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a>, it\u2019s model-driven! There are no rigid rule trees under the hood, as those start to break when reviewing more complex products with nuanced UX flows. Skippr attempts to reason about the user flow, the clarity, the hierarchy, and the intent behind what you\u2019re building across design, product, accessibility and content. It then gives feedback based on that understanding!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>QA automation for AI-powered products is becoming critical. Automated design + accessibility checks before shipping is huge.<\/p>\n<p>Q: How does it handle custom design systems or company-specific UX patterns? Also integrating with CI\/CD pipelines – any plans for that?<\/p>\n<p>Love the execution! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> <strong>Thanks! Great questions.<\/strong><\/p>\n<p>Custom design systems were actually part of Skippr’s original story. We’re exploring ways to bring this knowledge into Skippr Finesse.<\/p>\n<\/p>\n<p>CI\/CD integration is definitely on our radar. We’re exploring running Skippr as an async process in CI\/CD pipelines to auto-review each PR, plus integrating with GitHub\/GitLab\/Bitbucket to pull codebase context and potentially push fixes or suggestions as PRs directly.<\/p>\n<\/p>\n<p>Are you looking for that full closed-loop workflow – review, find issues, suggest improvements, implement fixes, and open PRs automatically – or more of a PR review agent?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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! Curious to know how Skipper’s agents pull insights from local dev environment. Is it reading diffs, runtime behaviour, or something else under the hood?<\/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\/@sunny_k_s\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunny_k_s<\/a> Thanks!<\/p>\n<\/p>\n<p>For local dev environments, we don’t read diffs, runtime or anything of the like. You’re able to bring Skippr context and feedback through the MCP to your local dev environment, however. We do have ideas on our roadmap to tighten the connection to local dev for different teams beyond engineering.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love it! The amount of messages i send after a page goes live about how we still need to fix x and y and z. And the messages, screenshots, recordings i get from people saying, how could we go live! this is breaking….ughhh. <\/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 see Skippr replacing traditional PRDs\/specs entirely, or is it supporting existing workflows?<\/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>Hey <a href=\"https:\/\/www.producthunt.com\/@odeth_negapatan1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@odeth_negapatan1<\/a>!<\/p>\n<p>Really good questions- right now, we’re more focused on supporting existing workflows. Replacing traditional specs\/PRDs is definitely a talking point in many product\/engineering circles at the moment, given the rise of vibe coding and such. Ultimately, I think it’s a wider cultural question for organisations to abandon PRDs\/specs, as it comes down to how certain teams prefer to work. I think Skippr can be useful in both instances.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Does Skippr integrate directly with GitHub\/GitLab\/Bitbucket yet? Or is everything done locally through the Chrome extension?<\/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>Hey<a href=\"https:\/\/www.producthunt.com\/@dheeman_hota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dheeman_hota<\/a> <\/p>\n<\/p>\n<p>Right now, we don’t integrate directly with GitHub\/GitLab\/Bitbucket. You can use Skippr locally via <a href=\"https:\/\/localHost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">localHost<\/a> in a browser!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@dheeman_hota\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dheeman_hota<\/a> <strong>Great question!<\/strong> Everything currently runs through the Chrome extension – no direct GitHub\/GitLab\/Bitbucket integration yet.<\/p>\n<\/p>\n<p>But we’re exploring this path to give Skippr codebase context and potentially push changes as PRs directly.<\/p>\n<p>What’s your main use case – better context awareness or automated PRs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Any plans to let Skippr actually implement the changes it recommends? That would be a huge leap from just feedback to real execution.<\/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>Hey<a href=\"https:\/\/www.producthunt.com\/@deepak_jangir7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@deepak_jangir7<\/a>! <\/p>\n<\/p>\n<p>Definitely. Tighter, automated implementations for Skippr\u2019s suggested changes are on the roadmap. You can already approximate this today through our MCP connection, which lets you send fixes straight to Claude Code, Cursor, or VS Code.<\/p>\n<\/p>\n<p>We started with feedback first because that\u2019s the gap teams feel most\u2014coding execution is already well covered right now. The goal is to close that loop 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@deepak_jangir7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@deepak_jangir7<\/a> <strong>Yes!<\/strong> We’re actively exploring this.<br \/>Currently, Skippr provides context to coding agents like Cursor or Claude Code via MCP – they handle implementation. But we’re definitely looking at the possibility of closing that loop entirely and having Skippr implement changes directly.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 manually checks UX and content during QA, this is huge. The speed is insane cutting hours of repetitive review work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>If this truly works well on <a href=\"http:\/\/localhost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">localhost<\/a> + Figma + production flows, it\u2019s going to replace a bunch of scattered tools we use today. One extension to rule them all.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Seeing annotations directly on the UI feels clean. No long reports to decode before fixing things<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 kind of early review system keeps the final build polished without slowing the pace. Pretty solid workflow upgrade \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this. That Live Mode chat sounds good. Can\u2019t wait to try it! \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Skippr scale with team size? Is it more useful for tiny teams or also mid-sized engineering orgs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a real problem. Everyone talks about AI speeding up build time, but nobody talks about how slow review still is.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Yeah, reducing product reworks is something we’re looking to impact directly 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>Will Skippr agents eventually specialise beyond product feedback? E.g., architecture reviews, UX audits, testing strategies?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ayushkumar1610\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ayushkumar1610<\/a> For now, we’re pretty focused on product feedback however, we’re also exploring areas across QA and other forms of visual-based feedback. Keen to hear what areas you have in mind though!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Brilliant!! I spent two decades designing UI\/UX. This is a game-changer. Well done Sagi and team! \ud83d\udc4f\ud83c\udffc<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Does it generate a generic review or are there different modes to test certain things? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Incredible product! It solves the last mile issue of native ai development. Very cool team Skippr \ud83d\udcaa\ud83d\udcaa<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Whoa, Finesse looks amazing! Love the idea of shareable feedback links. Does Skippr AI handle duplicate feedback submissions automatically to keep things tidy? Super curious!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Skippr seems to be an agentic version of QA\uff01Nice angel to dive in – congrats 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Can it read session data to perform analytics<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/FTOO5UJ62R5WNY\" class=\"app-title\">echo<\/a><\/p>\n<div class=\"one-liner\">847 emails \u2192 one dashboard with key data from your inbox<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">270<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Echo\u662f\u4e00\u6b3e\u901a\u8fc7\u8fde\u63a5Gmail\u90ae\u7bb1\uff0c\u81ea\u52a8\u4ece\u5f80\u6765\u90ae\u4ef6\u4e2d\u63d0\u53d6\u5173\u952e\u6570\u636e\uff08\u5982\u5408\u540c\u91d1\u989d\u3001\u5230\u671f\u65e5\u3001\u53d1\u7968\u72b6\u6001\uff09\u5e76\u751f\u6210\u5b9e\u65f6\u53ef\u89c6\u5316\u4eea\u8868\u76d8\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u7e41\u6742\u90ae\u4ef6\u4e2d\u96be\u4ee5\u8ffd\u8e2a\u91cd\u8981\u4e1a\u52a1\u548c\u79c1\u4eba\u4e8b\u52a1\u4fe1\u606f\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/564e8c73-1ea3-469e-be58-5ad03282062e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8bd6f5cf-c589-4408-8ecf-f2ef2a3f6b5c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1b862ed4-4dbf-47c3-a688-e413ca150c2d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4c933bde-9042-4d89-8e29-7a66b6e523ab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9ec1ed9e-b4f5-4675-be30-9f150094b385.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\">Email<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u90ae\u4ef6\u6570\u636e\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4eea\u8868\u76d8<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u52a9\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u65e9\u671f\u9879\u76ee<\/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\u5c06\u90ae\u4ef6\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u4eea\u8868\u76d8\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u63d0\u4f9b\u4e86\u5373\u65f6\u3001\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\uff1a\u5982\u4f55\u5904\u7406\u91cd\u53e0\u90ae\u4ef6\u7ebf\u7a0b\u548c\u9644\u4ef6\u7248\u672c\uff1f\u662f\u5426\u652f\u6301\u591a\u90ae\u7bb1\uff08Gmail\/Outlook\uff09\u805a\u5408\uff1f\u80fd\u5426\u81ea\u5b9a\u4e49\u7b5b\u9009\u5668\uff1f\u6570\u636e\u8bc6\u522b\u51c6\u786e\u6027\uff08\u5982AWS\u6210\u672c\uff09\u5982\u4f55\uff1f\u53e6\u6709\u7528\u6237\u63d0\u51fa\u4e0eObsidian\u7b49\u5de5\u5177\u96c6\u6210\u7684\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Echo\u7684\u6838\u5fc3\u7406\u5ff5\u582a\u79f0\u201c\u90ae\u4ef6\u77ff\u5de5\u201d\uff0c\u5b83\u8bd5\u56fe\u5c06\u6700\u4f20\u7edf\u3001\u6700\u6df7\u4e71\u7684\u6570\u636e\u4ed3\u5e93\u2014\u2014\u90ae\u7bb1\u2014\u2014\u53d8\u6210\u7ed3\u6784\u5316\u7684\u6570\u636e\u5e93\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u90ae\u4ef6\u6458\u8981\uff0c\u800c\u5728\u4e8e\u5b9a\u4e49\u4e86\u4e00\u79cd\u65b0\u7684\u6570\u636e\u4ea4\u4e92\u8303\u5f0f\uff1a\u5c06\u975e\u7ed3\u6784\u5316\u7684\u5f02\u6b65\u901a\u4fe1\uff08\u90ae\u4ef6\uff09\u5b9e\u65f6\u6620\u5c04\u4e3a\u7ed3\u6784\u5316\u7684\u72b6\u6001\u89c6\u56fe\uff08\u4eea\u8868\u76d8\uff09\u3002\u8fd9\u6233\u4e2d\u4e86\u4e00\u4e2a\u6df1\u5c42\u75db\u70b9\uff1a\u73b0\u4ee3\u5de5\u4f5c\u8005\u5f80\u5f80\u5728\u534f\u540c\u5de5\u5177\uff08\u5982Slack\u3001Notion\uff09\u4e2d\u8ffd\u6c42\u79e9\u5e8f\uff0c\u5374\u653e\u4efb\u6700\u6838\u5fc3\u7684\u5408\u540c\u3001\u53d1\u7968\u3001\u884c\u7a0b\u7b49\u5173\u952e\u4fe1\u606f\u6563\u843d\u5728\u90ae\u4ef6\u9ed1\u6d1e\u4e2d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e0e\u6f5c\u529b\u4e00\u6837\u5de8\u5927\u3002\u9996\u5148\uff0c\u6280\u672f\u53ef\u9760\u6027\u662f\u751f\u547d\u7ebf\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u91cd\u53e0\u7ebf\u7a0b\u201d\u548c\u201c\u9644\u4ef6\u7248\u672c\u201d\u7684\u63d0\u95ee\u76f4\u6307\u6838\u5fc3\uff1a\u90ae\u4ef6\u4e0a\u4e0b\u6587\u6781\u5176\u590d\u6742\uff0c\u7b80\u5355\u7684\u5173\u952e\u8bcd\u63d0\u53d6\u6781\u6613\u8bef\u5224\uff0c\u9700\u8981\u6df1\u539a\u7684NLP\u4e0e\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u4f5c\u652f\u6491\uff0c\u8fd9\u5bf9\u65e9\u671f\u9879\u76ee\u662f\u5de8\u5927\u8003\u9a8c\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u8fb9\u754c\u9700\u8981\u8c28\u614e\u5b9a\u4e49\u3002\u662f\u4e13\u6ce8\u4e8e\u901a\u7528\u6570\u636e\u63d0\u53d6\u6846\u67b6\uff0c\u8fd8\u662f\u6df1\u8015\u5982AWS\u6210\u672c\u5206\u6790\u7b49\u5782\u76f4\u573a\u666f\uff1f\u7528\u6237\u9700\u6c42\u5df2\u663e\u73b0\u51fa\u5206\u5316\uff08\u5546\u4e1avs\u4e2a\u4eba\uff0c\u901a\u7528vs\u5782\u76f4\uff09\u3002\u8fc7\u65e9\u8ffd\u6c42\u5e7f\u5ea6\u53ef\u80fd\u5bfc\u81f4\u6bcf\u4e2a\u573a\u666f\u90fd\u4e0d\u591f\u7cbe\u51c6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5546\u4e1a\u6a21\u5f0f\u4e5f\u503c\u5f97\u73a9\u5473\u3002\u4ece\u90ae\u7bb1\u4e2d\u63d0\u53d6\u7684\u5408\u540c\u91d1\u989d\u3001\u4ed8\u6b3e\u72b6\u6001\u7b49\u6570\u636e\uff0c\u5929\u7136\u8d34\u8fd1\u4f01\u4e1a\u7684\u8d22\u52a1\u4e0e\u8fd0\u8425\u6d41\u7a0b\uff0c\u8fd9\u6216\u8bb8\u6697\u793a\u5176\u6700\u7ec8\u8def\u5f84\u5e76\u975e\u7b80\u5355\u7684\u4e2a\u4eba\u6548\u7387\u5de5\u5177\uff0c\u800c\u662f\u5207\u5165\u4f01\u4e1a\u5de5\u4f5c\u6d41\u7ba1\u7406\u7684B2B\u670d\u52a1\u3002\u4f46\u8fd9\u6761\u8def\u4e0a\uff0c\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u5c06\u662f\u7528\u6237\u9996\u8981\u987e\u8651\uff0c\u4e5f\u662f\u4ea7\u54c1\u5fc5\u987b\u6784\u7b51\u7684\u6700\u9ad8\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cEcho\u6784\u60f3\u4e86\u4e00\u4e2a\u201c\u90ae\u7bb1\u5373\u6570\u636e\u5e93\u201d\u7684\u672a\u6765\uff0c\u4f46\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u6570\u636e\u63d0\u53d6\u7684\u201c\u51c6\u786e\u6027\u201d\u4e0e\u573a\u666f\u5e94\u7528\u7684\u201c\u6df1\u5ea6\u201d\u4e0a\uff0c\u4ea4\u51fa\u8fdc\u8d85\u73b0\u6709\u90ae\u4ef6\u5ba2\u6237\u673a\u667a\u80fd\u529f\u80fd\u7684\u7b54\u5377\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u662f\u53e6\u4e00\u4e2a\u6709\u8da3\u7684\u3001\u4f46\u6700\u7ec8\u88ab\u9057\u5fd8\u7684\u6570\u636e\u73a9\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">echo<\/span>\n <\/div>\n<div class=\"comment-content\">Your inbox already contains everything about your work and life: contracts, client conversations, invoices, travel plans, deadlines, etc. Echo builds live dashboards from your email traffic. Extract invoice totals, catch contract renewals, find client projects, track job applications, spot AWS cost anomalies, etc.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d6e6080-2e49-4d24-a14d-9ff07a418d28.gif?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>\ud83d\udc46\ud83d\udc46\ud83d\udc46<\/p>\n<p><strong>Echo solves two problems:<\/strong><\/p>\n<ol>\n<li>\n<p><strong>Monitoring incoming traffic<\/strong>: automatically extracting key details as new emails arrive.<\/p>\n<\/li>\n<li>\n<p><strong>Finding data in old emails<\/strong>: amounts, dates, decisions, deadlines buried in threads.<\/p>\n<\/li>\n<\/ol>\n<p><strong>How it works:<\/strong> Connect your Gmail \u2192 Create a “stream” (e.g., “Track unpaid client invoices”) \u2192 Pick a view (table, timeline, snapshot doc) \u2192 Echo scans your inbox and keeps updating as new mail comes in.<\/p>\n<p><strong>What users are already tracking:<\/strong><\/p>\n<p><em>Work stuff:<\/em><\/p>\n<ul>\n<li>\n<p>Client invoices \/ payment status<\/p>\n<\/li>\n<li>\n<p>Fundraising tracker (all email communication with VC\/angels in one dashboard)<\/p>\n<\/li>\n<li>\n<p>Team SaaS subscriptions<\/p>\n<\/li>\n<li>\n<p>Project deadlines and stakeholder updates<\/p>\n<\/li>\n<li>\n<p>Contract renewals (from attached pdfs)<\/p>\n<\/li>\n<\/ul>\n<p><em>Life stuff:<\/em><\/p>\n<ul>\n<li>\n<p>Trip details (flights, hotels, rental cars, etc.)<\/p>\n<\/li>\n<li>\n<p>Job applications (who responded, who ghosted)<\/p>\n<\/li>\n<li>\n<p>Sales and discount hunting<\/p>\n<\/li>\n<li>\n<p>Startup accelerator application tracker<\/p>\n<\/li>\n<\/ul>\n<p>We’re currently onboarding early users and prioritizing what to build next based on their use cases to ensure Echo works perfectly for each scenario.<\/p>\n<p>To try Echo just drop us a line <a href=\"mailto:i@beau.to\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">i@beau.to<\/a> or request early access at <a href=\"https:\/\/beau.to\/echo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/beau.to\/echo<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>18<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kyrilku\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kyrilku<\/a> Really intriguing approach, i wonder how echo handles overlapping threads or multiple versions of the same attachments while keeping context intact.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Fantastic software! Instead of being just another summarizer full of text, it offers a live visual dashboard -> instant, actionable insights<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a useful tool! Great work <a href=\"https:\/\/www.producthunt.com\/@kyrilku\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"kyrilku\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kyrilku<\/a> and team!<\/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>How does Echo handle multiple email accounts? Can it pull data from Gmail and Outlook at the same time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I find this idea very useful. However need to see it in action. <br \/>Currently working on ActorDo, and I’d integrate such dashboard into it.<\/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>Stay focused and don’t miss a thing. That’s what i need.<\/p>\n<p>Good luck with the launch, and I’ll be eagerly awaiting plugin for Obsidian, it would be the perfect working space.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Hope the launch will help you start a new successful product<\/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>Wow it’s the best what I saw for today \ud83d\udc4f\ud83c\udffb Can you set up filters yourself or only use predefined ones? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great idea for all who use emails on daily basis \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool SaSS.<\/p>\n<\/p>\n<p> would love to know what tech stack do you used?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Echo looks amazing! I love the idea of turning email clutter into actionable dashboards. How does it handle identifying and categorizing financial data like AWS costs – any integrations with cloud billing platforms?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What is meant by “847 emails”? Just a placeholder number on number of emails in your inbox?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Congratulations on your launch!\ud83c\udf89 I’m a big fan of Cora, a similar service, and I understand it excels in business applications, but I would be very happy if it were also available for personal use.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Brilliant idea! I would be thrilled to receive early access!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Interesting approach. Can this work across separate email addresses (manage multiple businesses)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Good job, a <strong>real <\/strong>use case for AI !<\/p>\n<p>I\u2019m concerned about the privacy aspect though. Invoices and other strategic data could potentially be accessed by the model\u2019s company.<br \/>Providing clearer guarantees or on-device \/ self-hosted options could make serious businesses more comfortable adopting your 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>will try it out. great 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Email intelligence turning inbox chaos into actionable data is solid. Invoice extraction, contract tracking, sentiment analysis – all valuable use cases.<\/p>\n<p>Q: How deep can the AI go – can it categorize custom business workflows? And what about data security for enterprise?<\/p>\n<p>Great 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<\/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\/KCDLPE7R2AIZXA\" class=\"app-title\">Signal by Vouch<\/a><\/p>\n<div class=\"one-liner\">Modern landing pages with a short video for you to stand out<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">212<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Signal by Vouch \u662f\u4e00\u6b3e\u5229\u7528AI\u5de5\u5177\u5feb\u901f\u521b\u5efa\u4e2a\u6027\u5316\u62db\u8058\u5b98\u89c6\u9891\u548c\u843d\u5730\u9875\u7684\u5e73\u53f0\uff0c\u65e8\u5728\u89e3\u51b3\u6d77\u91cf\u3001\u540c\u8d28\u5316\u7684\u62db\u8058\u89e6\u8fbe\u6548\u7387\u4f4e\u4e0b\u95ee\u9898\uff0c\u901a\u8fc7\u89c6\u9891\u5316\u3001\u4e2a\u6027\u5316\u5185\u5bb9\u63d0\u5347\u5019\u9009\u4eba\u7684\u56de\u5e94\u7387\u548c\u4f53\u9a8c\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b178ec33-bef4-40db-b5d3-2c44e8d2f11f.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\/400aa848-2428-4ef9-b754-032f40e2ee98.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\/e0d3e891-ca3f-444f-b5e6-ba3ce434d792.webp?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\/eb0676e2-8a59-4b6e-a6d6-22ba62ae626c.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=tL61MQP_K6I\"><source src=\"https:\/\/www.youtube.com\/watch?v=tL61MQP_K6I\" 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\">Hiring<\/span><br \/>\n <span class=\"tag\">Human Resources<\/span><br \/>\n <span class=\"tag\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u62db\u8058\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u62db\u8058\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5019\u9009\u4eba\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u89e6\u8fbe<\/span><br \/>\n <span class=\"tag\">HR SaaS<\/span><br \/>\n <span class=\"tag\">\u62db\u8058\u6d41\u7a0b\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u62db\u8058<\/span><br \/>\n <span class=\"tag\">\u4eba\u624d\u83b7\u53d6<\/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\u4ea7\u54c1\u89e3\u51b3\u4e86\u62db\u8058\u89e6\u8fbe\u540c\u8d28\u5316\u3001\u566a\u97f3\u5927\u7684\u75db\u70b9\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u4e0eATS\u7cfb\u7edf\u7684\u96c6\u6210\u6df1\u5ea6\u3001AI\u751f\u6210\u89c6\u9891\u811a\u672c\u7684\u81ea\u52a8\u5316\u7a0b\u5ea6\uff08\u76ee\u524d\u4ecd\u9700\u62db\u8058\u5b98\u8f93\u5165\uff09\u3001\u5927\u89c4\u6a21\u53d1\u9001\u65f6\u7684\u89c6\u9891\u8d28\u91cf\u4fdd\u6301\u3002\u5f00\u53d1\u8005\u56de\u5e94\u5c06\u6839\u636e\u7528\u6237\u53cd\u9988\u63a2\u7d22\u66f4\u6df1\u96c6\u6210\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 Signal by Vouch \u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7ec6\u5206\u5374\u76f4\u51fb\u75db\u70b9\u7684\u5e02\u573a\uff1a\u62db\u8058\u89e6\u8fbe\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u89c6\u9891\u751f\u6210\uff0c\u800c\u662f\u8bd5\u56fe\u5c06\u89c4\u6a21\u5316\u6548\u7387\u4e0e\u4eba\u6027\u5316\u6c9f\u901a\u8fd9\u5bf9\u5929\u7136\u77db\u76fe\u8fdb\u884c\u8c03\u548c\u3002\u4ea7\u54c1\u806a\u660e\u5730\u9009\u62e9\u4e86\u201c\u89c6\u9891+\u843d\u5730\u9875\u201d\u7684\u7ec4\u5408\u62f3\uff0c\u89c6\u9891\u8d1f\u8d23\u5efa\u7acb\u521d\u6b65\u60c5\u611f\u8fde\u63a5\u4e0e\u4fe1\u4efb\uff0c\u843d\u5730\u9875\u5219\u627f\u8f7d\u5177\u4f53\u4fe1\u606f\u4e0e\u8f6c\u5316\uff0c\u8fd9\u6bd4\u5355\u7eaf\u7684\u89c6\u9891\u90ae\u4ef6\u6216\u77ed\u4fe1\u66f4\u6210\u4f53\u7cfb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u5ba3\u79f0\u7684\u201cAI\u8d4b\u80fd\u201d\u76ee\u524d\u770b\u6765\u66f4\u504f\u5411\u4e8e\u6d41\u7a0b\u63d0\u6548\u548c\u7075\u6d3b\u6027\u652f\u6301\uff0c\u800c\u975e\u771f\u6b63\u7684\u667a\u80fd\u5185\u5bb9\u751f\u6210\uff0c\u811a\u672c\u4ecd\u9700\u4eba\u5de5\u8f93\u5165\uff0c\u8fd9\u9650\u5236\u4e86\u5176\u201c\u89c4\u6a21\u5316\u201d\u7684\u627f\u8bfa\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4e0eATS\u96c6\u6210\u548c\u89c6\u9891\u8d28\u91cf\u4e00\u81f4\u6027\u7684\u7591\u95ee\uff0c\u6070\u6070\u66b4\u9732\u4e86\u4ece\u201c\u5355\u70b9\u5de5\u5177\u201d\u5230\u201c\u5de5\u4f5c\u6d41\u5d4c\u5165\u5f0f\u89e3\u51b3\u65b9\u6848\u201d\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\u62db\u8058\u5b98\u9700\u8981\u7684\u662f\u65e0\u7f1d\u878d\u5165\u73b0\u6709\u5de5\u4f5c\u6d41\u3001\u4e14\u80fd\u7a33\u5b9a\u6279\u91cf\u751f\u4ea7\u9ad8\u8d28\u91cf\u4e2a\u6027\u5316\u5185\u5bb9\u7684\u5de5\u5177\uff0c\u800c\u975e\u53e6\u4e00\u4e2a\u9700\u8981\u989d\u5916\u7ef4\u62a4\u7684\u72ec\u7acb\u5e73\u53f0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u957f\u671f\u4ef7\u503c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u6784\u5efa\u771f\u6b63\u7684\u7ade\u4e89\u58c1\u5792\u3002\u89c6\u9891\u62db\u8058\u5de5\u5177\u8d5b\u9053\u5df2\u4e0d\u4e4f\u7ade\u4e89\u8005\uff0c\u5176\u5dee\u5f02\u5316\u4f18\u52bf\u201c\u7531Vouch\u80cc\u4e66\u201d\u53ca\u201c\u843d\u5730\u9875\u201d\u529f\u80fd\u6613\u88ab\u6a21\u4eff\u3002\u771f\u6b63\u7684\u58c1\u5792\u53ef\u80fd\u5728\u4e8e\u901a\u8fc7\u6570\u636e\u79ef\u7d2f\uff0c\u8ba9AI\u66f4\u7cbe\u51c6\u5730\u63a8\u8350\u89c6\u9891\u98ce\u683c\u3001\u811a\u672c\u8bdd\u672f\uff0c\u5e76\u4e0eATS\u6570\u636e\u6df1\u5ea6\u7ed3\u5408\u5b9e\u73b0\u8d85\u4e2a\u6027\u5316\uff0c\u8fd9\u9700\u8981\u6df1\u539a\u7684\u884c\u4e1aKnow-how\u4e0e\u65f6\u95f4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u6b63\u786e\u7684\u5e02\u573a\u5207\u5165\u70b9\u548c\u4f18\u96c5\u7684v1.0\u4ea7\u54c1\uff0c\u4f46\u5c1a\u672a\u6784\u6210\u98a0\u8986\u6027\u521b\u65b0\u3002\u5b83\u80fd\u5426\u4ece\u201c\u503c\u5f97\u4e00\u8bd5\u7684\u9177\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u62db\u8058\u56e2\u961f\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u540e\u7eed\u5728AI\u6df1\u5ea6\u3001\u7cfb\u7edf\u96c6\u6210\u548c\u5de5\u4f5c\u6d41\u91cd\u6784\u4e0a\u7684\u8fdb\u5316\u901f\u5ea6\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\">Signal by Vouch<\/span>\n <\/div>\n<div class=\"comment-content\">Create and send personalized recruiter videos and landing pages in seconds with Signal by Vouch. Boost response rates and humanize outreach using AI-powered recruitment tools.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We\u2019re super excited to launch Signal today. We built it because recruiter outreach has become noisy and forgettable, and candidates deserve something more human, thoughtful and personal.<\/p>\n<\/p>\n<p>Signal creates simple, beautiful landing pages with a short video so your message actually cuts through. It\u2019s our v1 and there\u2019s a lot more we want to add, so we\u2019d love your feedback.<\/p>\n<\/p>\n<p>Huge shout-out to the team and to <a href=\"https:\/\/www.producthunt.com\/@stevenbirchall\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"stevenbirchall\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stevenbirchall<\/a> <a href=\"https:\/\/www.producthunt.com\/@dstirk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"dstirk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dstirk<\/a> and our whole team for getting this live.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>23<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Congratulations on the launch<a href=\"https:\/\/www.producthunt.com\/@gary_zurnamer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gary_zurnamer<\/a>! This looks really exciting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks really helpful, congrats on the launch!<\/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\">Thanks so much for your support @ctnicholas<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Recruiter outreach being generic is a real problem. Personalizing with video at scale changes the game for candidate experience.<\/p>\n<p>Q: Does Signal integrate with ATS systems? And how does the AI generate video scripts – is it fully automated or does it need recruiter input?<\/p>\n<p>Love this! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">Our integration with most ATS platforms is very limited (import\/export back-and-forth), though we will explore more deeper integrations based upon customer feedback and usage.<\/p>\n<p>The video scripts require recruiter input currently @imraju<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Excited to see this in action! Could save so much time for teams.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">Please let us know what you think of it once you start using it @abod_rehman<\/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>Nice entry-product for Vouch! \ud83d\udc4f\ud83c\udffb Great for gaining traction and awareness. <\/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\">Thanks @pasha_tseluyko<\/div>\n<div class=\"comment-actions\">\n<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>Aussie? Congrats on the launch!<\/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\">Thanks @andrew_uxpin . Yeap we’re definitely Australian made<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Vouch looks amazing! That Signal feature for personalized recruiter videos is genius. How does the AI handle different video styles for different company cultures?<\/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\">@jaydev13 great question. For now we’ve tried to give the recruiters a lot of flexibility around how they record their ‘base’ video for their pitches using the Vouch recorder, as well bring in videos they may have created in other tooling.<\/p>\n<p>We’re hoping, as part of the roll out, to get some customer guidance around what else they need or what else they’d like us to explore from an AI side whilst still keeping it feeling authentic.<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a needed refresh for recruiter outreach. Great job<\/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\">Thank you @musfk<\/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>Recruiter outreach is definitely noisy. The personalized video + landing page combo makes sense for cutting through.<\/p>\n<p>how do you handle video quality at scale? Like if a recruiter sends 50 personalized videos, does each one maintain quality or does it get generic?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ZBLKUG2P5ZEI3T\" class=\"app-title\">Macaly 3.0<\/a><\/p>\n<div class=\"one-liner\">The best editing experience in vibe-coding<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">203<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Macaly 3.0\u662f\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u7684AI\u8f85\u52a9\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u5de5\u5177\uff0c\u901a\u8fc7\u63d0\u4f9b\u76f4\u89c2\u7684\u7f16\u8f91\u6a21\u5f0f\u3001\u5168\u5c40\u6837\u5f0f\u548c\u8d44\u4ea7\u5e93\u7b49\u7cbe\u7ec6\u63a7\u5236\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728AI\u751f\u6210\u521d\u7a3f\u540e\u96be\u4ee5\u9ad8\u6548\u5b8c\u6210\u6700\u7ec8\u89c6\u89c9\u4e0e\u5e03\u5c40\u8c03\u6574\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6a28d7b6-51cb-4311-9334-35e57551e3c2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1bfbdd6a-bb77-4500-bd1d-f4f4b4f9a7fd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/57231dcb-d5ef-4fc3-ac34-6d9429f8f71a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/127a9fc0-441e-43c7-84a6-b09522b4b36f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf632a85-d114-4c41-a13c-000cb18f95d5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aff80586-f9de-4adb-98e8-2927da832ba5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8fcba3f4-c8f7-43ea-a215-de4a0bde983d.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\">Website Builder<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8f85\u52a9\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6c1b\u56f4\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">AI\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf<\/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\u626c\u5176\u6d41\u7545\u7684\u7f16\u8f91\u4f53\u9a8c\u3001\u8282\u7701AI\u7b97\u529b\u79ef\u5206\u4ee5\u53ca3.0\u7248\u672c\u66f4\u65b0\u7684\u5168\u9762\u6027\u3002\u5177\u4f53\u5173\u6ce8\u70b9\u5305\u62ec\uff1a\u7f16\u8f91\u6a21\u5f0f\u7684\u76f4\u89c2\u6027\u3001\u5168\u5c40\u6837\u5f0f\u80fd\u5426\u652f\u6301CSS\u53d8\u91cf\u7b49\u6df1\u5ea6\u5b9a\u5236\u3001\u4e0e\u7ade\u54c1\uff08\u5982Cursor\uff09\u7684\u529f\u80fd\u5bf9\u6bd4\uff0c\u4ee5\u53ca\u8d28\u7591\u5176\u4e0e\u6210\u719f\u8bbe\u8ba1\u5de5\u5177\uff08\u5982Figma\uff09\u7684\u5b9a\u4f4d\u5dee\u5f02\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 Macaly 3.0\u7684\u53d1\u5e03\uff0c\u8868\u9762\u4e0a\u662f\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u8d5b\u9053\u4e2d\u4e00\u6b21\u5e38\u89c4\u7684\u7248\u672c\u8fed\u4ee3\uff0c\u5b9e\u5219\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u5f53\u524dAI\u751f\u6210\u5f0f\u5f00\u53d1\u5de5\u5177\u7684\u4e00\u4e2a\u6838\u5fc3\u8f6f\u808b\uff1a\u4ece\u201c\u8349\u7a3f\u201d\u5230\u201c\u6210\u54c1\u201d\u7684\u6700\u540e\u4e00\u516c\u91cc\u56f0\u5883\u3002\u4ea7\u54c1\u806a\u660e\u5730\u5c06\u91cd\u5fc3\u4ece\u201c\u751f\u6210\u201d\u8f6c\u5411\u201c\u7f16\u8f91\u201d\uff0c\u5176\u63a8\u51fa\u7684\u7f16\u8f91\u6a21\u5f0f\u3001\u5168\u5c40\u6837\u5f0f\u3001\u8d44\u4ea7\u5e93\u548c\u7248\u672c\u5bf9\u6bd4\u529f\u80fd\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u4e3aAI\u8f93\u51fa\u7684\u3001\u4e0d\u53ef\u63a7\u7684\u4ee3\u7801\u9ed1\u7bb1\uff0c\u5957\u4e0a\u4e00\u5c42\u53ef\u9884\u6d4b\u3001\u53ef\u91cd\u590d\u3001\u7b26\u5408\u4e13\u4e1a\u5de5\u4f5c\u6d41\u7684\u64cd\u4f5c\u754c\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u66ff\u4ee3\u4e13\u4e1a\u5f00\u53d1\u8005\u6216\u8bbe\u8ba1\u5e08\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u8fde\u63a5AI\u521b\u9020\u529b\u4e0e\u751f\u4ea7\u7ea7\u4ea4\u4ed8\u6807\u51c6\u7684\u201c\u6821\u51c6\u5668\u201d\u3002\u901a\u8fc7\u8d4b\u4e88\u7528\u6237\u5bf9\u5e03\u5c40\u3001\u89c6\u89c9\u548c\u7ed3\u6784\u7684\u201c\u771f\u5b9e\u63a7\u5236\u6743\u201d\uff0c\u5b83\u65e8\u5728\u964d\u4f4eAI\u5b9e\u9a8c\u7684\u6210\u672c\u4e0e\u5fc3\u7406\u8d1f\u62c5\uff0c\u8ba9\u8fed\u4ee3\u53d8\u5f97\u201c\u65e0\u538b\u529b\u201d\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u8282\u7701\u79ef\u5206\u201d\u548c\u201c\u5feb\u901f\u5b8c\u6210\u5e94\u7528\u201d\u5370\u8bc1\u4e86\u8fd9\u4e00\u4ef7\u503c\u4e3b\u5f20\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u5176\u4e00\uff0c\u4e13\u4e1a\u58c1\u5792\u95ee\u9898\uff1a\u5b83\u8bd5\u56fe\u540c\u65f6\u5438\u5f15\u201c\u65b0\u624b\u201d\u548c\u6ee1\u8db3\u201c\u4e13\u4e1a\u7528\u6237\u5bf9CSS\u53d8\u91cf\u201d\u7684\u6df1\u5ea6\u9700\u6c42\uff0c\u8fd9\u79cd\u5b9a\u4f4d\u5b58\u5728\u5185\u5728\u51b2\u7a81\u3002\u5176\u4e8c\uff0c\u751f\u6001\u7ade\u4e89\uff1a\u5728Figma\u3001Webflow\u7b49\u6210\u719f\u5de5\u5177\u5df2\u5efa\u7acb\u5f3a\u5927\u5fc3\u667a\u548c\u751f\u6001\u7684\u9886\u57df\uff0cMacaly\u9700\u8981\u8bc1\u660e\u81ea\u5df1\u4e0d\u662f\u53c8\u4e00\u4e2a\u529f\u80fd\u6709\u9650\u7684\u201c\u73a9\u5177\u201d\uff0c\u800c\u662f\u80fd\u878d\u5165\u771f\u5b9e\u5de5\u4f5c\u6d41\u7a0b\u7684\u5fc5\u5907\u73af\u8282\u3002\u5176\u4e09\uff0c\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u672c\u8eab\u4ecd\u662f\u4e00\u4e2a\u5c0f\u4f17\u6982\u5ff5\uff0cMacaly\u7684\u6210\u529f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u8fd9\u4e2a\u8d5b\u9053\u80fd\u5426\u771f\u6b63\u8d70\u5411\u4e3b\u6d41\u3002\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b21\u65b9\u5411\u6b63\u786e\u3001\u805a\u7126\u75db\u70b9\u7684\u5347\u7ea7\uff0c\u4f46\u4ea7\u54c1\u80fd\u5426\u4ece\u201c\u4ee4\u4eba\u60ca\u8273\u7684AI\u6f14\u793a\u201d\u8715\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u751f\u4ea7\u529b\u5de5\u5177\u201d\uff0c\u4ecd\u9700\u5728\u4e13\u4e1a\u6df1\u5ea6\u4e0e\u5de5\u4f5c\u6d41\u96c6\u6210\u4e0a\u63a5\u53d7\u66f4\u4e25\u82db\u7684\u8003\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\">Macaly 3.0<\/span>\n <\/div>\n<div class=\"comment-content\">Macaly 3.0 brings the best editing experience to vibe-coding. AI gets you the draft, but finishing is where most people get stuck. Edit Mode, Global Styles, Asset Library and Review Changes give you real control over layouts, visuals and structure so your sites and apps get finished.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<\/p>\n<\/p>\n<p>Macaly 3.0 is all about the editing and refinement phase of building. You can now style elements without prompting, edit text directly, adjust layouts, and set global styles once. Honestly, it\u2019s one of the smoothest editing experiences we\u2019ve seen in vibe-coding tools. It\u2019s fast, intuitive, and helps you get to your vision quicker. Plus you save credits.<\/p>\n<\/p>\n<p>We also launched canvas improvements, asset library, team plan, hosting. And yes, 3.0 it’s all powered by the latest agents.<\/p>\n<\/p>\n<p>Try it and tell us what works and what doesn’t. <\/p>\n<\/p>\n<p>We\u2019ve got plenty planned and we\u2019re open to chat about what\u2019s next.<\/p>\n<\/p>\n<p>Comment for 500k free credits.<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@petrbrzek\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@petrbrzek<\/a> Congrats on the launch\uff01The smoother editing flow sounds like a big step forward for vibe-coding tools.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@petrbrzek\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@petrbrzek<\/a> Love that it saves credits while editing. Makes experimenting way less stressful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@petrbrzek\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@petrbrzek<\/a>  Really looking forward to try 3.0!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this update! Thanks for evolving this product further, I use it weekly for personal projects and for teaching, excited for the agent upgrades and for the hosting improvements! Keep up the great work team \ud83d\udcaa<\/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\/@jakubzitny\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jakubzitny<\/a> \ud83e\udee1<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jakubzitny\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jakubzitny<\/a> Let’s talk about when Apple will start using Macaly.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Macaly looks amazing! Love the focus on Edit Mode and fine-tuning AI drafts. How granular can you get with the Global Styles – can I define CSS variables for truly custom themes?<\/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>Great work guys. I built my first site with Macaly this week and was blown away<\/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\/@joshua_tiernan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshua_tiernan<\/a> \u2764\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@joshua_tiernan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshua_tiernan<\/a> Can you share it here with the community? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Asset library + team plans + improved canvas all landing together makes this feel like a proper 3.0 release not just a cosmetic bump. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Now this is a complete game changer for vibe coding websites. The Macaly team continues to deliver impressive stuff! \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great work team! What’s the new feature having the most impact so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@marekmensa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marekmensa<\/a> I would say the instant edit mode. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice one! I especially lik the diffing to see what\u2019s changed! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@matt_roskovec\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matt_roskovec<\/a> Cursor copied us \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\">\n<p>Congratulations on moving forward to the next version, Macaly 3.0.<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@radek_poslusny\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@radek_poslusny<\/a> Thanks Radek.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@durk0 Your product looks amazing, just gave it an upvote!<\/p>\n<p>If you\u2019re looking for more support, there\u2019s a startup and tech community here where you can connect with companies, product managers, and tech professionals who are happy to help with upvotes, testing, and feedback.<\/p>\n<p>Once you join, feel free to introduce yourself to the group.<\/p>\n<p>Here\u2019s the invite link:<\/p>\n<p>join.slack.com\/t\/pmteach\/shared_invite\/zt-3ic26bu6u-pYOtYOvl_Ld6r5aUtuG5Cw<\/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=\"reply-item\">\n<div class=\"reply-content\">@trishaagarwalpm good luck<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Ansioso para experimentar essa fant\u00e1stica ferramenta. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>My favorite stack is Figma Make and Figma Sites. But maybe it’s because we’re so fluent with figma.. In this is more for newbies? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Loving this every bit, smashing out apps in hours. Recently built an app with external storage set up on Wasabi. Never expected this to be so powerful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/ADHQDCOBV6QHHH\" class=\"app-title\">Dex by Thirdlayer<\/a><\/p>\n<div class=\"one-liner\">Turn tabs into automated workflows and tasks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">202<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>** \u4e00\u6b3e\u5c06\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\u8f6c\u5316\u4e3a\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u548c\u4efb\u52a1\u7684AI\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u4e3a\u77e5\u8bc6\u5de5\u4f5c\u8005\u89e3\u51b3\u4e86\u591a\u6807\u7b7e\u9875\u6df7\u4e71\u3001\u8de8\u5e94\u7528\u64cd\u4f5c\u7e41\u7410\u53ca\u91cd\u590d\u6027\u624b\u52a8\u64cd\u4f5c\u8017\u65f6\u7b49\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u201c\u6807\u7b7e\u9875\u6e05\u96f6\u201d\u5e76\u63d0\u5347\u6d4f\u89c8\u5668\u7684\u4e3b\u52a8\u667a\u80fd\u6c34\u5e73\u3002<\/p>\n<p>**<\/p><\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5cbfb067-b98b-460f-835a-20dd5fa1d174.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b911d673-910d-42ee-9767-19b58827f6d4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eab4c238-590d-4095-9e37-aadcdaf8f40d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/00038a09-bd0b-46f5-ba45-1c50f6d8fee1.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\/7427c219-dbb0-4434-adc4-063f05deb4f8.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/6uo4wgLSpSM\"><source src=\"https:\/\/youtu.be\/6uo4wgLSpSM\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">** \u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u9875\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">RPA\uff08\u673a\u5668\u4eba\u6d41\u7a0b\u81ea\u52a8\u5316\uff09<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u5de5\u4f5c<\/span><br \/>\n <span class=\"tag\">YC\u5b75\u5316<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u65e0\u611f\u96c6\u6210<\/p>\n<p>**<\/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\u8a89\u5176\u5f3a\u5927\u7684\u6807\u7b7e\u9875\u6574\u7406\u80fd\u529b\uff0c\u89e3\u51b3\u4e86\u201c\u6570\u767e\u4e2a\u6807\u7b7e\u9875\u201d\u7684\u7ba1\u7406\u5669\u68a6\u3002\u7528\u6237\u8ba4\u53ef\u5176\u5c06\u6807\u7b7e\u9875\u8f6c\u5316\u4e3a\u4efb\u52a1\u3001\u81ea\u52a8\u6267\u884c\u8de8\u5e94\u7528\u64cd\u4f5c\uff08\u5982\u65e5\u5386\u3001\u90ae\u4ef6\uff09\u7684\u4ef7\u503c\uff0c\u63d0\u5347\u4e86\u6548\u7387\u3002\u4e3b\u8981\u8be2\u95ee\u5305\u62ec\uff1a\u5bf9Outlook\u7b49\u5e94\u7528\u7684\u652f\u6301\u3001\u672a\u6765\u8def\u7ebf\u56fe\u3001\u4ee5\u53ca\u4f5c\u4e3a\u72ec\u7acb\u5e94\u7528\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>**\n <\/p><\/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 ** Dex\u7684\u91ce\u5fc3\u5e76\u975e\u7b80\u5355\u7684\u6807\u7b7e\u9875\u7ba1\u7406\uff0c\u5b83\u8bd5\u56fe\u5c06\u6d4f\u89c8\u5668\u8fd9\u4e2a\u6700\u901a\u7528\u7684\u524d\u7aef\uff0c\u6539\u9020\u6210\u4e00\u4e2a\u4ee5\u7528\u6237\u4e3a\u4e2d\u5fc3\u3001\u5177\u5907\u201c\u5de5\u4f5c\u6d41\u8bb0\u5fc6\u201d\u7684AI\u667a\u80fd\u4f53\u4e2d\u67a2\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u201c\u60c5\u5883\u5316\u201d\uff0c\u5b83\u4e0d\u8ffd\u6c42\u901a\u7528AI\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u800c\u662f\u6df1\u8015\u7528\u6237\u72ec\u7279\u7684\u6d4f\u89c8\u548c\u5de5\u4f5c\u4e0a\u4e0b\u6587\uff0c\u4ee5\u6b64\u9a71\u52a8\u81ea\u52a8\u5316\uff0c\u8fd9\u6bd4\u7a7a\u8c08\u201c\u4e2a\u6027\u5316\u201d\u66f4\u52a1\u5b9e\uff1b\u4e8c\u662f\u201c\u65e0\u611f\u96c6\u6210\u201d\uff0c\u5b83\u4e0d\u8981\u6c42\u7528\u6237\u8fc1\u79fb\u5230\u65b0\u5e73\u53f0\uff0c\u800c\u662f\u9644\u7740\u5728Chrome\u8fd9\u4e00\u5b58\u91cf\u5165\u53e3\u4e0a\uff0c\u901a\u8fc7OAuth\u8fde\u63a5\u73b0\u6709SaaS\u5de5\u5177\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u91c7\u7528\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u201cAI\u547d\u4ee4\u4e2d\u5fc3\u201d\u7684\u5b9a\u4f4d\u610f\u5473\u7740\u5b83\u8981\u4e0e\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff08\u5982Apple Shortcuts\uff09\u3001\u5176\u4ed6\u6d4f\u89c8\u5668\u52a9\u624b\u4e43\u81f3\u4f01\u4e1a\u7ea7RPA\u7ade\u4e89\uff0c\u5176\u4f5c\u4e3a\u6d4f\u89c8\u5668\u6269\u5c55\u7684\u6027\u80fd\u8fb9\u754c\u548c\u6743\u9650\u5929\u82b1\u677f\u5c06\u662f\u957f\u671f\u5236\u7ea6\u3002\u5176\u6b21\uff0c\u201c\u4e3b\u52a8\u5f0f\u201d\u670d\u52a1\u4e0e\u7528\u6237\u63a7\u5236\u611f\u4e4b\u95f4\u7684\u5e73\u8861\u6781\u4e3a\u5fae\u5999\uff0c\u5c3d\u7ba1\u56e2\u961f\u5f3a\u8c03\u201c\u5173\u952e\u64cd\u4f5c\u9700\u786e\u8ba4\u201d\uff0c\u4f46\u8fc7\u5ea6\u4e3b\u52a8\u53ef\u80fd\u53d8\u4e3a\u4fb5\u6270\uff0c\u5982\u4f55\u7cbe\u51c6\u5b9a\u4e49\u201c\u7528\u6237\u6240\u9700\u201d\u662f\u6301\u7eed\u96be\u9898\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4f9d\u8d56\u4e0e\u7b2c\u4e09\u65b9\u5e94\u7528\u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u8fd9\u4e9b\u5e94\u7528\u7684API\u53d8\u52a8\u6216\u7ade\u4e89\u5173\u7cfb\u90fd\u53ef\u80fd\u6210\u4e3a\u5176\u751f\u6001\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u65e9\u671f\u7528\u6237\u591a\u4e3a\u201c\u6807\u7b7e\u9875\u91cd\u75c7\u60a3\u8005\u201d\uff0c\u8fd9\u662f\u7cbe\u51c6\u7684\u5207\u5165\u573a\u666f\u3002\u4f46\u8981\u4ece\u4e00\u4e2a\u51fa\u8272\u7684\u6807\u7b7e\u6574\u7406\u5de5\u5177\uff0c\u5347\u7ef4\u4e3a\u4e00\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u6570\u5b57\u5927\u8111\u201d\uff0cDex\u5fc5\u987b\u8bc1\u660e\u5176\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u80fd\u5904\u7406\u66f4\u590d\u6742\u3001\u66f4\u4e13\u4e1a\u7684\u4e1a\u52a1\u903b\u8f91\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4fe1\u606f\u805a\u5408\u4e0e\u7b80\u5355\u8d77\u8349\u3002\u5176\u80cc\u540e\u56e2\u961f\u6765\u81eaMeta FAIR\u3001Jump Trading\u7b49\u80cc\u666f\uff0c\u6697\u793a\u4e86\u5728\u667a\u80fd\u4f53\u51b3\u7b56\u4e0e\u6267\u884c\u4f18\u5316\u4e0a\u7684\u6280\u672f\u6f5c\u529b\uff0c\u4f46\u8fd9\u4ecd\u9700\u5728\u66f4\u5e7f\u6cdb\u7684\u516c\u5f00\u6d4b\u8bd5\u4e2d\u7ecf\u53d7\u68c0\u9a8c\u3002\u603b\u800c\u8a00\u4e4b\uff0cDex\u63cf\u7ed8\u4e86\u4e00\u4e2a\u8bf1\u4eba\u7684\u672a\u6765\u5de5\u4f5c\u754c\u9762\uff0c\u4f46\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u201c\u6df1\u5ea6\u7406\u89e3\u7528\u6237\u610f\u56fe\u201d\u4e0e\u201c\u7a33\u5b9a\u6267\u884c\u590d\u6742\u4efb\u52a1\u201d\u8fd9\u4e24\u4e2aAI\u6838\u5fc3\u96be\u9898\u4e0a\uff0c\u5efa\u7acb\u8d77\u771f\u6b63\u53ef\u6301\u7eed\u7684\u6280\u672f\u4e0e\u4f53\u9a8c\u62a4\u57ce\u6cb3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Dex by Thirdlayer<\/span>\n <\/div>\n<div class=\"comment-content\">Browser extension that proactively organizes tabs, shortcuts workflows, and handles tasks for you. Your digital mind in Chrome. Turn your browser into an AI command center.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! Regina here, cofounder of ThirdLayer \ud83d\udc4b<\/p>\n<p><strong>Got 100+ tabs open? Yeah, we did too.<\/strong><\/p>\n<\/p>\n<p><strong>The problem:<\/strong> Knowledge work requires deep context – your preferences, relationships, and knowledge. Every AI tool gets it wrong because they can’t adapt to your unique situation – so we built our own.<\/p>\n<p><strong>Dex turns your browser into an AI workspace that knows you. <\/strong>As a founder and the #1 power user, it’s saved me countless hours and entirely removed copy-pasting, organizing to-dos, and manual actions from my workflow.<\/p>\n<\/p>\n<p>Here’s what makes Dex different:<\/p>\n<ul>\n<li>\n<p><strong>Get to Tab Zero: <\/strong>Inbox zero, but for tabs. Check out our onboarding tomorrow for a surprise \ud83d\ude09<\/p>\n<\/li>\n<li>\n<p><strong>Actions Anywhere.<\/strong> Connects dozens of power apps and acts across all your tabs. Find anything instantly from calendar + slack + linear, scrape complex sites into sheets, draft mass personalized emails, + so much more. All in a few seconds without leaving your tab.<\/p>\n<\/li>\n<li>\n<p><strong>Proactive Scheduling.<\/strong> Surfaces what you need before you ask – Dex checks your availability the moment scheduling appears and creates calendar invites for you.<\/p>\n<\/li>\n<li>\n<p><strong>Automatic Email Drafts.<\/strong> My favorite! Every morning, Dex pings me with important emails and pre-drafts the perfect response with all the relevant context already pulled in.<\/p>\n<\/li>\n<li>\n<p><strong>Workflow Memory. <\/strong>Our agentic memory system<strong> <\/strong>learns from every interaction. Teach Dex once, never repeat yourself again. Use your daily work diary as a personal knowledge-base & productivity metrics.<\/p>\n<\/li>\n<\/ul>\n<p>Other important notes:<\/p>\n<ul>\n<li>\n<p><strong>Privacy focused.<\/strong> Secure OAuth. We never train on your data. You control everything from incognito chat to specific domain and history settings.<\/p>\n<\/li>\n<li>\n<p><strong>Zero adoption cost. <\/strong>No new browser or app needed. Dex works on top of what you already use.<\/p>\n<\/li>\n<li>\n<p><strong>Always confirm mission-critical actions. <\/strong>We’ve built our system around providing you maximum confidence in AI: before editing, deleting, or sending, we ask for one-click confirmation.<\/p>\n<\/li>\n<\/ul>\n<p>Since YC, we’ve scaled to thousands in closed beta. Today we’re opening it up to get your feedback.<\/p>\n<p><strong>Launch special: <\/strong>500K free tokens + code DEX for $5 off Pro<\/p>\n<p><em>Dex is built by ex-founders, quant researchers, designers and engineers from Meta FAIR, Jump Trading, and Harvard. Backed by YC and leading deep tech investors. Huge shoutout to Chris Messina (#1 Hunter!) and Michael Siebel for their support!<\/em><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Yayy official Dex launch! Time to try the Tasks feature >:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>finally a tool that allowed me to get rid of my 200 tabs<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This has helped with so many tasks for our team! Especially when it\u2019s not so bulky but required to be done in a browser <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pasha_rayan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_rayan<\/a> Thanks so much Pasha! Honored to be serving your team \ud83e\udee1\ud83e\udee1<\/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>This is literally the cursor for the browser – theres been so many random small repetitive tasks I’ve been able to get done so much quicker with Dex and i LOVE the tab org, each task now has its own set of tabs i can clear when done (like monthly bills, groceries etc).<\/p>\n<\/p>\n<p>Congrats Regina, Kevin, Charles and the rest of the team!<\/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\">\n<p>love anything that helps me with my 100+ tabs. checking this out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kritikasinghania\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kritikasinghania<\/a> thanks kritika :)) let us know what you think!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>gotta love tab organization<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@reaganhsu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@reaganhsu<\/a> so true first time i’ve been able to find anything in my 8 chrome windows<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice product! congrats on the launch. Interested to know what’s on the roadmap for Dex?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Changing the way we work for real! Congrats on the launch guys \u2764\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ay_ush\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ay_ush<\/a> Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>finally dont have to move my life to another browser just to get good ai features! does does dex work with outlook?<\/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\/@joshkmartinez\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshkmartinez<\/a> hey josh!! it did work with outlook although we’ve temporarily removed the subagent to patch it up to work better \ud83d\ude42 coming soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>After having this on Chrome I would love something like this also as a standalone app! Congrats on the launch!<\/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>Literally mind-blowing, so many magical moments!<\/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>go go dex!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Dex by Thirdlayer looks amazing! I love the idea of automated workflows right from my tabs. How does it handle conflicting tasks across different projects?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> hey jay!! not sure if this is what you mean by conflicting tasks but we add relevant context independently to different tasks and they run separately in different chats \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>Never thought to turn my tabs into a “to-do” list of sorts. Really smart! Now to deal with my 20+ tabs….<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lienchueh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lienchueh<\/a> Dex helped me organize my 30+ tabs into 5 tasks within a minute!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Never dealing with 100+ tabs at once again<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How easy is it to customize actions across different tabs and apps?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> very easy because of memory – if you have a preference or customization for an action, you can let Dex know as well as change it anytime!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice idea! I will surely try it out, need to get rid of my 100s of tab and switching b\/w them.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunny_k_s\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunny_k_s<\/a> Yesss, it works very well, def try it out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Dex handle updates to indexed content? Does it auto-reindex in the background, or do you need to trigger a resync manually?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@getsiful\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@getsiful<\/a> No need to resync manually! we take care of it in the background \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/7NKYEUYK5N4I34\" class=\"app-title\">Fei Studio<\/a><\/p>\n<div class=\"one-liner\">Unify design, product & dev into a single AI native workflow<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">174<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5c06\u8bbe\u8ba1\u3001\u4ea7\u54c1\u548c\u5f00\u53d1\u7edf\u4e00\u4e8eAI\u539f\u751f\u5de5\u4f5c\u6d41\u7684\u5de5\u5177\uff0c\u5141\u8bb8\u975e\u6280\u672f\u4eba\u5458\u901a\u8fc7\u6587\u672c\u6216\u622a\u56fe\u76f4\u63a5\u4fee\u6539\u771f\u5b9e\u4ea7\u54c1\u754c\u9762\u5e76\u751f\u6210\u751f\u4ea7\u7ea7\u4ee3\u7801\uff0c\u65e8\u5728\u89e3\u51b3\u4ea7\u54c1\u56e2\u961f\u56e0\u5f00\u53d1\u8d44\u6e90\u74f6\u9888\u800c\u4ea4\u4ed8\u7f13\u6162\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1f3481ef-6dfb-43fe-b1be-d73c1f841eca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d17236f0-2815-48b4-bd24-522038cbca80.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f1cb3b4e-8f5b-4eb2-9560-9a536466bceb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/26734234-1e6f-442e-a394-754524135862.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bf1493a5-bc6a-43e4-861e-e144cd3d4cc0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e8838c53-0a42-40b5-a188-7b9d6f3ef67f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc0a1cb7-77f0-4dd6-8114-25865a0e94a4.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\/43a29865-b2d7-498e-ba94-7f2213e4331d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/HzgLrrjjdQ4\"><source src=\"https:\/\/youtu.be\/HzgLrrjjdQ4\" 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\">Software Engineering<\/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\u4ee3\u7801\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\/\u65e0\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8bbe\u8ba1\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea7\u7814\u534f\u540c<\/span><br \/>\n <span class=\"tag\">AI\u539f\u751f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7SaaS<\/span><br \/>\n <span class=\"tag\">\u8f6f\u4ef6\u5f00\u53d1\u6d41\u7a0b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u4ea7\u54c1\u201c\u96c4\u5fc3\u52c3\u52c3\u201d\uff0c\u96c6\u6210\u7b80\u5355\uff0c\u56e2\u961f\u6709\u624d\u534e\u3002\u5173\u6ce8\u70b9\u96c6\u4e2d\u5728\uff1a\u5bf9\u590d\u6742UI\u903b\u8f91\u7684\u5904\u7406\u80fd\u529b\u3001\u4ee3\u7801\u9690\u79c1\u5b89\u5168\u6027\u3001\u5b9a\u4ef7\u7b56\u7565\uff08\u5c24\u5176\u662f5\u4eba\u56e2\u961f\u8d77\u8ba2\u95e8\u69db\uff09\u4ee5\u53ca\u5176\u76f8\u8f83\u4e8e\u4f20\u7edfIDE\u7684\u4f18\u52bf\u3002\u521b\u59cb\u4eba\u56de\u590d\u5f3a\u8c03\u4e86\u4f01\u4e1a\u7ea7\u5b89\u5168\u3001\u56e2\u961f\u534f\u4f5c\u4ef7\u503c\u53ca\u5904\u7406\u590d\u6742\u4ee3\u7801\u5e93\u7684\u80fd\u529b\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 Fei Studio\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2a\u201c\u66f4\u597d\u7684\u4ee3\u7801\u8865\u5168\u5de5\u5177\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u91cd\u6784\u8f6f\u4ef6\u751f\u4ea7\u7684\u6743\u529b\u7ed3\u6784\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5ba3\u79f0\u662f\u201c\u8ba9\u975e\u6280\u672f\u4eba\u5458\u5b89\u5168\u5730\u8d21\u732e\u751f\u4ea7\u53d8\u66f4\u201d\uff0c\u8fd9\u76f4\u6307\u4e00\u4e2a\u66f4\u672c\u8d28\u7684\u884c\u4e1a\u987d\u75be\uff1a\u4ea7\u7814\u4e4b\u95f4\u7684\u201c\u610f\u56fe\u7ffb\u8bd1\u201d\u4e0e\u6392\u961f\u7b49\u5f85\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ecb\u7ecd\u4e0e\u521b\u59cb\u4eba\u8bc4\u8bba\u5171\u540c\u52fe\u52d2\u51fa\u5176\u5dee\u5f02\u5316\u58c1\u5792\uff1a1. **\u201c\u4ed3\u5e93\u611f\u77e5\u201d\u4e0e\u201c\u7ec4\u4ef6\u590d\u7528\u201d**\uff1a\u8fd9\u5e76\u975e\u4ece\u96f6\u751f\u6210\u4ee3\u7801\uff0c\u800c\u662f\u5728\u65e2\u6709\u590d\u6742\u4ee3\u7801\u5e93\u4e2d\u7cbe\u51c6\u5b9a\u4f4d\u4e0e\u9002\u914d\uff0c\u8fd9\u9700\u8981\u6df1\u5ea6\u7684\u4ee3\u7801\u8bed\u4e49\u7406\u89e3\uff0c\u6280\u672f\u95e8\u69db\u8fdc\u9ad8\u4e8e\u7a7a\u767d\u6587\u4ef6\u751f\u6210\u3002CTO\u63d0\u53ca\u514b\u670d\u8bbe\u8ba1\u7a3f\u4e0e\u7ec4\u4ef6\u4e0d\u5339\u914d\u3001\u9057\u7559\u4ee3\u7801\u7b49\u201c\u73b0\u5b9e\u4e16\u754c\u4e0d\u5bf9\u9f50\u201d\u95ee\u9898\uff0c\u6b63\u662f\u5176\u5ba3\u79f0\u201c\u8fbe\u5230\u53ef\u9760\u6027\u6c34\u5e73\u201d\u7684\u5173\u952e\u30022. **\u5de5\u4f5c\u6d41\u8131\u94a9**\uff1a\u5c06AI\u667a\u80fd\u4f53\u4ece\u5f00\u53d1\u8005\u672c\u5730\u73af\u5883\u5265\u79bb\u81f3\u4e91\u7aef\u5de5\u4f5c\u5ba4\uff0c\u4f18\u5316\u4e86\u5168\u6d41\u7a0b\u901f\u5ea6\uff0c\u4f46\u66f4\u6df1\u5c42\u610f\u4e49\u662f**\u521b\u9020\u4e86\u975e\u6280\u672f\u4eba\u5458\u53ef\u8fdb\u5165\u7684\u534f\u4f5c\u754c\u9762**\u3002\u8fd9\u4f7f\u5176\u4ece\u201c\u5f00\u53d1\u8005\u6548\u7387\u5de5\u5177\u201d\u8f6c\u5411\u201c\u8de8\u804c\u80fd\u534f\u4f5c\u5e73\u53f0\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c**\u201c\u5b89\u5168\u201d\u662f\u53cc\u5203\u5251**\u3002\u5411\u975e\u6280\u672f\u4eba\u5458\u5f00\u653e\u4ee3\u7801\u5e93\u4fee\u6539\u6743\u9650\uff0c\u5373\u4fbf\u7ecf\u8fc7\u201c\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u6807\u51c6\u201d\u7684\u4ee3\u7801\u548c\u5f00\u53d1\u8005\u5ba1\u6838\uff0c\u5176\u98ce\u9669\u7ba1\u63a7\u3001\u8d23\u4efb\u754c\u5b9a\u4e0e\u53d8\u66f4\u8ffd\u6eaf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u4e0a\u5347\uff0c\u8fd9\u6216\u8bb8\u662f\u5176\u5f3a\u8c03SOC II\u8ba4\u8bc1\u5e76\u7784\u51c65\u4eba\u4ee5\u4e0a\u56e2\u961f\u7684\u539f\u56e0\u2014\u2014\u5ba2\u6237\u9700\u5177\u5907\u4e00\u5b9a\u7684\u6210\u719f\u5ea6\u3002\u5176\u6b21\uff0c**\u4ef7\u503c\u5b9a\u4f4d\u7684\u535a\u5f08**\u300285\u7f8e\u5143\/\u4eba\/\u6708\u7684\u5b9a\u4ef7\u4e0e\u56e2\u961f\u95e8\u69db\uff0c\u8868\u660e\u5176\u575a\u5b9a\u670d\u52a1\u4e8e\u4e2d\u5927\u578b\u4f01\u4e1a\u4ea7\u7814\u56e2\u961f\uff0c\u4f46\u8fd9\u4e5f\u53ef\u80fd\u5c06\u597d\u5947\u7684\u4e2a\u4f53\u5f00\u53d1\u8005\u4e0e\u5c0f\u56e2\u961f\u62d2\u4e4b\u95e8\u5916\u3002\u6700\u540e\uff0c**\u5de5\u4f5c\u6d41\u7684\u771f\u6b63\u878d\u5408\u800c\u975e\u53e0\u52a0**\u3002\u4ea7\u54c1\u80fd\u5426\u6df1\u5ea6\u878d\u5165\u73b0\u6709\u4ea7\u7814\u6d41\u7a0b\uff0c\u51cf\u5c11\u800c\u975e\u589e\u52a0\u4e0a\u4e0b\u6587\u5207\u6362\uff0c\u5c06\u662f\u843d\u5730\u6210\u8d25\u7684\u5173\u952e\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u201c\u96c6\u6210\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\u5f88\u7b80\u5355\u201d\u662f\u79ef\u6781\u4fe1\u53f7\uff0c\u4f46\u89c4\u6a21\u5316\u9a8c\u8bc1\u4ecd\u9700\u65f6\u65e5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cFei Studio\u662f\u4e00\u6b21\u5927\u80c6\u7684\u8303\u5f0f\u8dc3\u8fdb\u5c1d\u8bd5\u3002\u5b83\u4e0d\u518d\u6ee1\u8db3\u4e8e\u505a\u5f00\u53d1\u8005\u7684\u201c\u526f\u9a7e\u9a76\u201d\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u8fde\u63a5\u4ea7\u54c1\u3001\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u4e09\u57df\u4e4b\u95f4\u7684\u201c\u7a7a\u4e2d\u4ea4\u901a\u7ba1\u5236\u7cfb\u7edf\u201d\u3002\u5176\u6210\u8d25\u5c06\u4e0d\u53d6\u51b3\u4e8eAI\u751f\u6210\u4ee3\u7801\u7684\u884c\u6570\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u4e0e\u7cfb\u7edf\u7a33\u5b9a\u7684\u524d\u63d0\u4e0b\uff0c\u53ef\u4fe1\u5730\u74e6\u89e3\u90a3\u5835\u963b\u9694\u521b\u610f\u4e0e\u5b9e\u73b0\u7684\u201c\u5f00\u53d1\u8d44\u6e90\u5899\u201d\u3002\u8fd9\u6761\u8def\u5e03\u6ee1\u8346\u68d8\uff0c\u4f46\u82e5\u8d70\u901a\uff0c\u610f\u4e49\u6df1\u8fdc\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\">Fei Studio<\/span>\n <\/div>\n<div class=\"comment-content\">Product teams plan fast but ship slow because engineering is overloaded. Fei Studio fixes that! It unifies Design, Product, and Dev into one AI native workflow where PMs, designers, and UX writers can update real products. Open a screen, request and iterate changes with text or screenshots, and let Fei, our repo aware, component reusing Front End Intelligence, deliver code updates written at senior developer standards, for developer review. Real changes, real velocity, no dev bottleneck.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<h1><strong>\ud83d\ude80 Introducing Fei Studio: Software Creation for Everyone<\/strong><\/h1>\n<\/p>\n<p>Hey Product Hunt, Adir here, CEO and founder of AutonomyAI.<\/p>\n<\/p>\n<p>Today we are launching Fei Studio, and I could not be more excited to share it with you.<\/p>\n<\/p>\n<p>For the past year we have been building autonomous engineering systems that understand context, read requirements, generate and improve code, fix issues, and support full software workflows. Companies use AutonomyAI today to accelerate engineering at a level that feels very close to autonomous.<\/p>\n<\/p>\n<p>Fei Studio brings all of that power to the web.<\/p>\n<p>It is our biggest step toward opening software creation to everyone, not only developers.<\/p>\n<\/p>\n<h2><strong>Why we built it<\/strong><\/h2>\n<\/p>\n<p>We kept hearing the same story.<\/p>\n<p>Product teams, designers, ops, and other non technical folks hold the insights that shape what software needs to do. Engineers hold the ability to turn those insights into reality. The handoff between these groups is still slow and painful. Tools got better. The workflow did not.<\/p>\n<\/p>\n<p>So we built Fei Studio to close that gap.<\/p>\n<\/p>\n<p>With Fei Studio you can bring a requirement, a mock, an idea, or a screen, and instantly collaborate with our autonomous systems to shape features, refine interfaces, and generate production ready code. Product people can express intent. AI turns intent into working software. Engineers guide the architecture and quality.<\/p>\n<\/p>\n<p>It feels like the workflow we all wanted for years.<\/p>\n<\/p>\n<h2><strong>What we believe about the future<\/strong><\/h2>\n<\/p>\n<p>We believe the next big shift in software creation is not faster code generation. It is expanding who can participate.<\/p>\n<\/p>\n<p>The future looks like this:<\/p>\n<\/p>\n<p>\u2022 Product and design can shape early versions of features without writing code<\/p>\n<p>\u2022 Engineers focus on the highest value decisions<\/p>\n<p>\u2022 AI handles the translation work that used to live between teams<\/p>\n<p>\u2022 The distance between idea and execution becomes extremely small<\/p>\n<\/p>\n<p>Fei Studio is our step toward that future. It makes building feel collaborative, continuous, and accessible.<\/p>\n<\/p>\n<h2><strong>What\u2019s going live today<\/strong><\/h2>\n<\/p>\n<p>We are opening Fei Studio for teams that want to explore autonomous software creation directly from their browser.<\/p>\n<\/p>\n<p>If you care about engineering speed, product iteration, or rethinking how software is built, we would love your feedback and support.<\/p>\n<\/p>\n<p>Happy to answer any questions here. Excited to show you what we have been working on.<\/p>\n<\/p>\n<p>Thanks for checking it out! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@adir_ben_yehuda\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adir_ben_yehuda<\/a> Excited to try it<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83e\uddea <strong>Behind the Scenes of Fei Studio \u2014 From the CTO\u2019s Desk<\/strong><\/p>\n<p>Hey Product Hunt, Tammuz here \u2014 CTO and co-founder of AutonomyAI.<br \/>This launch means a lot to me because it\u2019s the result of <strong>2+ years of working directly with developers<\/strong> to make sure Fei can truly understand, personalize, and reuse patterns on <em>any<\/em> codebase. Hitting that level of reliability is what finally allowed us to take the big leap: letting non-technical teammates work with Fei and effectively contribute to the dev team. \ud83d\ude80<\/p>\n<p>One of the hardest parts was overcoming all the \u201creal world\u201d misalignments that trip agents up:<\/p>\n<ul>\n<li>\n<p>Figma designs that don\u2019t perfectly match the components in the repo<\/p>\n<\/li>\n<li>\n<p>Multiple components that <em>look<\/em> identical but behave differently<\/p>\n<\/li>\n<li>\n<p>Legacy variants the agent needs to avoid<\/p>\n<\/li>\n<li>\n<p>Inconsistent naming or one-off overrides<\/p>\n<\/li>\n<\/ul>\n<p>We took what we learned from working with dozens of engineering teams and distilled all of it into Fei\u2019s judgment system \u2014 so even in ambiguous or messy situations, Fei chooses the right path.<\/p>\n<p>Another major unlock was <strong>decoupling Fei from the developer\u2019s machine<\/strong>. Once everything ran inside Fei Studio, we could finally optimize the entire pipeline for speed without sacrificing the quality we\u2019ve been obsessing over since day one. The result is <em>dramatically<\/em> faster performance \u2014 both compared to where we were, and to most tools in the space. \u26a1\ufe0f<\/p>\n<p>But the part I\u2019m most excited about isn\u2019t just speed.<br \/>It\u2019s the shift in <strong>who can actually build<\/strong>. Throughout our journey, we kept seeing that the biggest bottleneck wasn\u2019t complexity \u2014 it was <em>access<\/em>. Fei Studio widens the circle of who can safely contribute real production changes, and that feels like a genuine step toward software creation for everyone.<\/p>\n<p>Happy to answer questions \u2014 thanks for checking out what we\u2019ve been building! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very ambitious! Happy to see that code is kept private \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joshwallerr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshwallerr<\/a> absolutely, privacy and security have been top of mind since day one. We are SOC II and have a very transparent security and compliance page on our site \ud83d\udee1\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joshwallerr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshwallerr<\/a> <br \/>Absolutely, this was designed with Enterprise in mind and all the CISO complexity that follows. \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joshwallerr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshwallerr<\/a> thank you! it is, we are very strict about it! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I enjoy working with it.<\/p>\n<p>Was super easy to integrate into my existing flows (I used solely Cursor before).<\/p>\n<p>Bonus – Tammuz and the team behind this are super talented and helpful. Pretty easy onboarding and quick to deliver results.<\/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\/@michael_zion\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michael_zion<\/a> Thank you for the support! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 seen earlier versions and it looks promising, excited to see the new version<\/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\/@nirbenita\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nirbenita<\/a> <br \/>It’s a massive upgrade. \ud83d\ude42<br \/>It’s a game changer just by power of not living in the IDE and being accessible to the product team.<\/p>\n<p>Highly recommend signing up for the beta and seeing for yourself. \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>Wow, AutonomyAI looks incredible! The idea of PMs making real updates without clogging up dev cycles is game-changing. How does Fei handle complex UI interactions with a lot of custom logic?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> <br \/>Surprisingly well! take a look at the video.<br \/>It literally takes a simple basic table and transforms it into a fully functional kanban UI, including custom interactions and features that you don’t see often like:<\/p>\n<p>on hover on a user it shows the users other tasks. \ud83d\ude42 it’s wild.<\/p>\n<p>Highly recommend signing up and giving it a try \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the confidence – startups will pay $85\/month for anything. Strike that – per user? 500 ACE Component Context Window must be groundbreaking.<\/p>\n<p>But, why must we have 5+ on our 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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> a part of the magic behind Fei is that it updates its component context with every change by any team member, so we want to make sure people use it in a team where it adds the most value (keeping up with changes to components that colleagues make is a weak spot in FE development). If you have less than 5 developers we can definitely talk \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Fei studio is very good – arguably the best – when working within an existing complex code base. <\/p>\n<p>And a team of 5 devs is likely to have that, which means we get to do what we’re best at \ud83d\ude42<\/p>\n<p>That said, if you’d like to experience it, sign up for the beta and when you see the value, I’m sure we’ll find a way to make it work \ud83d\ude42<\/p>\n<p>Appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/BUVBXFNV2JXCPS\" class=\"app-title\">Helploom<\/a><\/p>\n<div class=\"one-liner\">Unlimited customer support with live chat and help center<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">150<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Helploom\u662f\u4e00\u6b3e\u63d0\u4f9b\u65e0\u9650\u91cf\u5b9e\u65f6\u804a\u5929\u4e0e\u5e2e\u52a9\u4e2d\u5fc3\u670d\u52a1\u7684\u5ba2\u6237\u652f\u6301\u8f6f\u4ef6\uff0c\u4ee5\u6781\u7b80\u90e8\u7f72\u548c\u5168\u5e73\u53f0\u517c\u5bb9\u6027\uff0c\u89e3\u51b3\u4e86\u4e2d\u5c0f\u4f01\u4e1a\u5728\u4f7f\u7528\u4f20\u7edf\u5ba2\u670d\u5de5\u5177\u65f6\u9762\u4e34\u7684\u6210\u672c\u9ad8\u6602\u3001\u529f\u80fd\u81c3\u80bf\u548c\u589e\u957f\u53d7\u9650\u4e8e\u6536\u8d39\u6a21\u5f0f\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/46137478-a7e9-40d0-9f03-400bf1eefec9.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\/b17559d3-13b3-461d-a8a7-a3b7599b6786.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\/c23251a4-adee-41bb-9655-5fee1bbfd7cc.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\/a105d7b3-f0ff-4e9e-9404-a9acdefb98e3.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/3dfef074-6c80-4846-bf30-500172942353.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=gHin8g7tMQ0\"><source src=\"https:\/\/www.youtube.com\/watch?v=gHin8g7tMQ0\" 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\">Customer Success<\/span><br \/>\n <span class=\"tag\">Customer Communication<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5ba2\u6237\u652f\u6301\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u5728\u7ebf\u804a\u5929<\/span><br \/>\n <span class=\"tag\">\u5e2e\u52a9\u4e2d\u5fc3<\/span><br \/>\n <span class=\"tag\">AI\u5ba2\u670d\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u65e0\u9650\u7528\u91cf<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1aSaaS<\/span><br \/>\n <span class=\"tag\">\u6027\u4ef7\u6bd4<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u5168\u5e73\u53f0\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3Intercom<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u65e0\u9650\u91cf\u201d\u6a21\u5f0f\u3001\u7b80\u6d01\u8bbe\u8ba1\u548c\u6613\u7528\u6027\uff0c\u89c6\u5176\u4e3aIntercom\/Crisp\u7b49\u4ea7\u54c1\u7684\u6709\u529b\u66ff\u4ee3\u3002\u521b\u59cb\u4eba\u80cc\u666f\u548c\u4ea7\u54c1\u7406\u5ff5\u83b7\u5f97\u8ba4\u540c\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728AI\u4ee3\u7406\u4e0e\u73b0\u6709\u77e5\u8bc6\u5e93\u7684\u96c6\u6210\u6548\u679c\uff0c\u4ee5\u53ca\u201c\u65e0\u9650\u201d\u6a21\u5f0f\u5728LLM\u6210\u672c\u4e0b\u964d\u8d8b\u52bf\u4e0b\u7684\u53ef\u6301\u7eed\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 Helploom\u796d\u51fa\u7684\u201c\u65e0\u9650\u91cf\u201d\u65d7\u5e1c\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u9879\u6280\u672f\u7a81\u7834\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u573a\u9488\u5bf9SaaS\u884c\u4e1a\u60ef\u4f8b\u7684\u5b9a\u4ef7\u7b56\u7565\u5ba3\u6218\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86Intercom\u3001Help Scout\u7b49\u6210\u719f\u4ea7\u54c1\u201c\u6309\u5750\u5e2d\u3001\u6309\u6d88\u606f\u6570\u6536\u8d39\u201d\u7684\u5546\u4e1a\u6a21\u5f0f\u75db\u70b9\uff0c\u4ee5\u8fd1\u4e4e\u201c\u5171\u4ea7\u4e3b\u4e49\u201d\u7684\u5b9a\u4ef7\uff0c\u8fce\u5408\u4e86\u521d\u521b\u516c\u53f8\u5bf9\u6210\u672c\u654f\u611f\u548c\u589e\u957f\u4e0d\u786e\u5b9a\u6027\u7684\u6df1\u5c42\u7126\u8651\u3002\u5176\u5ba3\u79f0\u7684\u201c3\u5206\u949f\u90e8\u7f72\u201d\u548c\u5168\u5e73\u53f0\u517c\u5bb9\uff0c\u672c\u8d28\u662f\u964d\u4f4e\u66ff\u6362\u6210\u672c\uff0c\u610f\u56fe\u5728\u7ade\u4e89\u5bf9\u624b\u670d\u52a1\u5b95\u673a\u65f6\uff08\u5982\u8bc4\u8bba\u63d0\u53ca\u7684Help Scout\uff09\u5feb\u901f\u6536\u5272\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u98ce\u9669\u4e0e\u4ef7\u503c\u90fd\u9690\u85cf\u5728\u201c\u65e0\u9650\u201d\u4e8c\u5b57\u4e4b\u4e2d\u3002\u5728\u5ba2\u670d\u573a\u666f\u4e2d\uff0c\u201c\u65e0\u9650\u201d\u53ef\u80fd\u610f\u5473\u7740\u5bf9\u4f4e\u8d28\u91cf\u6216\u6ee5\u7528\u6027\u67e5\u8be2\u7684\u9690\u5f62\u6210\u672c\u627f\u62c5\uff0c\u5c24\u5176\u662f\u5176\u63d0\u53ca\u7684\u201cAI Agent\u201d\u529f\u80fd\uff0c\u82e5\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5176token\u6210\u672c\u4f1a\u968f\u4f7f\u7528\u91cf\u7ebf\u6027\u589e\u957f\u3002\u5728LLM\u6210\u672c\u5c1a\u672a\u964d\u81f3\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u7684\u5f53\u4e0b\uff0c\u8fd9\u79cd\u6a21\u5f0f\u80fd\u5426\u957f\u671f\u6301\u7eed\uff0c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5176\u7528\u6237\u7fa4\u4f53\u7684\u4f7f\u7528\u884c\u4e3a\u5206\u5e03\u548c\u56e2\u961f\u7684\u8d44\u91d1\u8010\u529b\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5fc3\u8ba1\u7b97\u7684\u589e\u957f\u9ed1\u5ba2\u7b56\u7565\uff0c\u65e8\u5728\u901a\u8fc7\u6781\u81f4\u7684\u4ef7\u683c\u4ef7\u503c\u6bd4\u5feb\u901f\u83b7\u53d6\u7528\u6237\uff0c\u5efa\u7acb\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c42\u9762\uff0c\u5b83\u6293\u4f4f\u4e86\u201c\u7b80\u5316\u201d\u8fd9\u4e00\u6838\u5fc3\u9700\u6c42\uff0c\u5c06\u81c3\u80bf\u7684\u73b0\u4ee3SaaS\u5de5\u5177\u8fd8\u539f\u4e3a\u6c9f\u901a\u672c\u8d28\uff1a\u4e00\u4e2a\u804a\u5929\u7a97\u53e3\u548c\u4e00\u4e2a\u5e2e\u52a9\u4e2d\u5fc3\u3002\u4f46\u8fd9\u4e5f\u610f\u5473\u7740\u5176\u529f\u80fd\u6df1\u5ea6\u53ef\u80fd\u5b58\u7591\uff0c\u5728\u9762\u5bf9\u590d\u6742\u5de5\u5355\u6d41\u3001CRM\u6df1\u5ea6\u96c6\u6210\u6216\u4f01\u4e1a\u7ea7\u6743\u9650\u7ba1\u7406\u65f6\u6050\u663e\u4e4f\u529b\u3002\u56e0\u6b64\uff0cHelploom\u7684\u771f\u6b63\u5b9a\u4f4d\u53ef\u80fd\u5e76\u975e\u5168\u80fd\u51a0\u519b\uff0c\u800c\u662f\u4f5c\u4e3a\u4e2d\u5c0f\u56e2\u961f\u4ece\u96f6\u542f\u52a8\u6216\u4ece\u9ad8\u6ea2\u4ef7\u4ea7\u54c1\u201c\u964d\u7ea7\u6d88\u8d39\u201d\u7684\u8fc7\u6e21\u6027\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u65e0\u9650\u201d\u5e26\u6765\u7684\u589e\u957f\u72c2\u6b22\u4e0e\u6210\u672c\u63a7\u5236\u7684\u51b7\u9177\u73b0\u5b9e\u4e4b\u95f4\uff0c\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Helploom<\/span>\n <\/div>\n<div class=\"comment-content\">Helploom is the most affordable customer support software. It offers unlimited customer support with beautiful Live Chat and Help Center. There’s also an AI agent. Unlike others, Helploom offers unlimited messages, users, threads and team members. Setup takes less than 3 minutes: copy the script and paste it on your website, that’s it! Helploom works everywhere on the web. HTML, React, Webflow, Framer, WordPress, Shopify, Squarespace, Wix, Bubble, Laravel, Django, Rails, or any other.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everybody,<\/p>\n<p>I started working on Helploom in the last week of July. The product was big, but I was determined to build a simple, affordable customer software that was beautiful and fair. Can’t believe it’s been more than 4 months already.<\/p>\n<p>Every customer support tool out there is overwhelming, bloated and overpriced. They charge by agents, customers, or messages. They punish you for growing.<\/p>\n<p>Helploom is my way of building software that\u2019s simple, fair, and built with intention and care.<\/p>\n<p>I rely on Helploom every day too, so it’s always getting better.<\/p>\n<p>I hope Helploom helps you get closer to your customers and build a business that\u2019s loved, respected, and celebrated. Can’t wait to have you on the other side!<\/p>\n<p>Best,<br \/>Preet<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> Congratulations. Mishra ji.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> Looks clean and easy to use! And I adore your logo – it gives such a positive, friendly vibe from the founders. \ud83d\ude42<\/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>Finally! A decent Intercom \/ Crisp replacement. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nkotov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nkotov<\/a> Means a ton! Thank you so much!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>We’re using <a href=\"https:\/\/www.producthunt.com\/products\/helploom\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"helploom\" target=\"_blank\" rel=\"noopener\">@Helploom<\/a> for long enough to say it’s a really well designed and done product. Congratulations on the launch <a href=\"https:\/\/www.producthunt.com\/@preetmishra\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> \ud83c\udf89<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@designerdada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@designerdada<\/a> Thank you so much! Blessed to have a great team on my side!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Helploom looks awesome congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@preetmishra\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/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\/@david_hartley4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_hartley4<\/a> Thank you so much! What do you like 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@preetmishra\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> Killer launch! and its nice to see products that are “unlimited” – I really think as we get closer to the cos of certain LLMs decreasing re: economies of scale – its a good problem to have if people are running into limit issues (or even costing you to be in the platform). <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Helploom looks amazing! Unlimited everything is super appealing, especially for startups. How well does the AI agent integrate with existing knowledge bases?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Thank you! It works super well. Everybody loves it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Perfect timing lol. Help scout was down today and I was already running to Crisp but this seems like a better offer.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@malithmcrdev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@malithmcrdev<\/a> Unbelievable! Let’s talk more! I’d love to help you on Helploom.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>If I had to choose customer support software right now, I’d choose Helploom. Great going <a href=\"https:\/\/www.producthunt.com\/@preetmishra\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ritiksharmarj\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ritiksharmarj<\/a> Means a lot, 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<\/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\/JNNXCQJ2IC4OEL\" class=\"app-title\">FireWally<\/a><\/p>\n<div class=\"one-liner\">A free Mac firewall powered by Apple Intelligence<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">141<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>FireWally\u662f\u4e00\u6b3e\u514d\u8d39\u3001\u76f4\u89c2\u7684Mac\u9632\u706b\u5899\uff0c\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u5e94\u7528\u7f51\u7edc\u8fde\u63a5\u3001\u4e00\u952e\u62e6\u622a\u53caApple Intelligence\u667a\u80fd\u5206\u6790\uff0c\u89e3\u51b3\u4e86\u666e\u901a\u7528\u6237\u56e0\u7cfb\u7edf\u9632\u706b\u5899\u529f\u80fd\u57fa\u7840\u3001\u4e13\u4e1a\u5de5\u5177\u590d\u6742\u6602\u8d35\u800c\u96be\u4ee5\u638c\u63a7\u5e94\u7528\u201c\u5077\u8dd1\u201d\u6d41\u91cf\u548c\u6570\u636e\u9690\u79c1\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9221f50b-981a-4aea-bc96-09252957e578.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0dbc77ed-9799-427a-a636-59ec293b76c9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/28a4743b-b0df-4f55-abbf-e418845c3850.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/06060b34-16de-400a-b5ba-cfdbda920537.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b6b6b2a3-a55a-4467-b925-5d2e4bce5522.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/214fd24c-d0ed-4db0-bdf8-e37829680db8.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\/f7939b94-35bf-4dc9-b156-b9cb33dccedd.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/OOwgRTXKVz8\"><source src=\"https:\/\/youtu.be\/OOwgRTXKVz8\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Apple<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7f51\u7edc\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">Mac\u9632\u706b\u5899<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u6d41\u91cf\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Apple Intelligence<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u62e6\u622a<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53cb\u597d<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u795d\u8d3a\u53d1\u5e03\u5e76\u8ba4\u53ef\u5176\u9690\u79c1\u4f18\u5148\u8bbe\u8ba1\u3002\u6709\u6548\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5e0c\u671b\u589e\u52a0\u57fa\u4e8e\u5f02\u5e38\u6d41\u91cf\u7684\u8b66\u62a5\u4e0e\u63a8\u8350\u529f\u80fd\uff1b\u652f\u6301\u6309\u8fdb\u7a0b\uff08\u800c\u975e\u4ec5\u5e94\u7528\uff09\u7ea7\u522b\u62e6\u622a\uff1b\u63d0\u4f9b\u66f4\u8be6\u7ec6\u7684\u8fde\u63a5\u5386\u53f2\u65e5\u5fd7\uff1b\u4ee5\u53ca\u672a\u6765\u80fd\u6269\u5c55\u81f3\u7f51\u7ad9\u62e6\u622a\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 FireWally\u7684\u4eae\u76f8\uff0c\u7cbe\u51c6\u523a\u4e2d\u4e86macOS\u751f\u6001\u4e2d\u4e00\u4e2a\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u5939\u5c42\u5e02\u573a\uff1a\u65e2\u4e0d\u6ee1\u4e8e\u7cfb\u7edf\u5899\u7684\u7fb8\u5f31\uff0c\u53c8\u754f\u60e7\u4e8eLittle Snitch\u7b49\u4e13\u4e1a\u5de5\u5177\u590d\u6742\u6027\u4e0e\u6210\u672c\u7684\u201c\u6c89\u9ed8\u5927\u591a\u6570\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u662f\u4f53\u9a8c\u4e0a\u7684\u201c\u964d\u7ef4\u6253\u51fb\u201d\u2014\u2014\u901a\u8fc7\u201c\u5b8c\u5168\u514d\u8d39\u201d\u548c\u201c\u5355\u5c4f\u4eea\u8868\u677f\u201d\u6781\u5927\u964d\u4f4e\u4e86\u9632\u706b\u5899\u7684\u8ba4\u77e5\u4e0e\u4f7f\u7528\u95e8\u69db\uff0c\u5e76\u5de7\u5999\u501f\u52bf\u201cApple Intelligence\u201d\u4e3a\u5176\u7b80\u5355\u7684\u5141\u8bb8\/\u62e6\u622a\u64cd\u4f5c\u62ab\u4e0a\u4e86\u4e00\u5c42\u667a\u80fd\u89e3\u91ca\u7684\u5916\u8863\uff0c\u7f13\u89e3\u4e86\u7528\u6237\u9762\u5bf9\u964c\u751f\u8fde\u63a5\u65f6\u7684\u51b3\u7b56\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u514d\u8d39\u201d\u6a21\u5f0f\u4e0e\u5f00\u53d1\u56e2\u961f\uff08Nektony\uff09\u4ee5\u5f80\u4ee5\u6e05\u7406\u3001\u5378\u8f7d\u5de5\u5177\u4e3a\u4e3b\u7684\u5546\u4e1a\u80cc\u666f\uff0c\u4e0d\u7981\u8ba9\u4eba\u5bf9\u5176\u957f\u671f\u6218\u7565\u4e0e\u6570\u636e\u4f7f\u7528\u8fb9\u754c\u753b\u4e0a\u4e00\u4e2a\u95ee\u53f7\u3002\u5f53\u524d\u7248\u672c\u529f\u80fd\u805a\u7126\u4e14\u514b\u5236\uff08\u4ec5\u5e94\u7528\u7ea7\u62e6\u622a\uff09\uff0c\u8fd9\u65e2\u662f\u5176\u7b80\u6d01\u4f18\u52bf\u7684\u6765\u6e90\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u62a4\u57ce\u6cb3\u7684\u77ed\u677f\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u6d8c\u73b0\u7684\u5bf9\u8fdb\u7a0b\u7ea7\u63a7\u5236\u3001\u5386\u53f2\u65e5\u5fd7\u3001\u7f51\u7ad9\u62e6\u622a\u7b49\u9700\u6c42\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5176\u4e0e\u4e13\u4e1a\u5de5\u5177\u7684\u5dee\u8ddd\u3002\u82e5\u4e0d\u80fd\u5feb\u901f\u8fed\u4ee3\uff0c\u4e00\u65e6\u7528\u6237\u4ece\u201c\u9690\u79c1\u76d1\u63a7\u542f\u8499\u201d\u8d70\u5411\u201c\u6df1\u5ea6\u7ba1\u63a7\u9700\u6c42\u201d\uff0c\u4ea7\u54c1\u6050\u9762\u4e34\u5c34\u5c2c\u3002\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u56e2\u961f\u80fd\u5426\u5728\u4fdd\u6301\u7b80\u6d01\u6027\u7684\u540c\u65f6\uff0c\u6709\u5e8f\u3001\u900f\u660e\u5730\u6df1\u5316\u529f\u80fd\uff0c\u5e76\u5c06\u201cApple Intelligence\u201d\u4ece\u8425\u9500\u8bdd\u672f\u8f6c\u5316\u4e3a\u4e0d\u53ef\u66ff\u4ee3\u7684\u6838\u5fc3\u6d1e\u5bdf\u529b\uff0c\u4ece\u800c\u5728\u201c\u514d\u8d39\u5de5\u5177\u201d\u4e0e\u201c\u53ef\u4fe1\u8d56\u7684\u9690\u79c1\u7ba1\u5bb6\u201d\u4e4b\u95f4\u627e\u5230\u7a33\u56fa\u7684\u7acb\u8db3\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\">FireWally<\/span>\n <\/div>\n<div class=\"comment-content\">FireWally is a privacy-first network tool designed to give you full control over your Mac\u2019s online activity. See which apps are actively connecting to the internet in real time, block unwanted connections, and explore detailed traffic history by the hour or for the entire day. Apple Intelligence\u2013powered insights help you understand why apps connect and whether they\u2019re safe, making FireWally a smart, intuitive way to protect your privacy and take control of your network.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt community! I\u2019m Yuriy, CTO of Nektony, and I\u2019m thrilled to finally launch FireWally – a free Mac firewall powered by Apple Intelligence!<\/p>\n<p>We\u2019ve spent years building Mac cleanup utilities and security apps, and one question kept coming up: Why is monitoring a Mac’s outgoing network traffic so complicated?<\/p>\n<p>The default macOS firewall is basic, and the most powerful third-party tools are often too technical (or come with a hefty price tag) for everyday users. This leaves most Mac users vulnerable to apps “phoning home” and excessive, hidden data usage.<\/p>\n<p>We built FireWally to change that.<\/p>\n<p>What makes FireWally different?<br \/>\n– Totally free.<br \/>\n– Built for simplicity with a single-screen dashboard.<br \/>\n– One-click blocking of unwanted apps from going online.<br \/>\n– Smart explanations for app connections using Apple Intelligence.<\/p>\n<p>Give it a try and let us know what you think!<br \/>\nWe\u2019ll be here all day answering every question and listening to your feedback.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yuriy_varbanets\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuriy_varbanets<\/a> congratulations! Great 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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yuriy_varbanets\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuriy_varbanets<\/a> Genius idea, congrats!<\/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>FireWally is live! \ud83d\ude4c So happy for the team and proud to be on this journey together. Congrats!<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Amazing to see this launch go live! \ud83e\udd73 Congrats to the team – glad I could contribute!<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great work by the whole team \u2014 proud to be a part of it!<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So proud of our team and this launch! FireWally is a huge milestone. \ud83d\ude80<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The product looks great and the focus on privacy first design is refreshing. I am curious whether you plan to add alerts or recommendations based on unusual traffic patterns. This seems like a tool that can grow in many useful directions.<\/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\/@ngocphuc_1910\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ngocphuc_1910<\/a> Thanks for the kind words! We\u2019re glad the privacy-first approach resonates. Alerts and recommendations are great suggestions – we\u2019re exploring different ways to evolve Firewally, and feedback like this plays an important role in shaping our priorities.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does it allow blocking sites or apps?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> The current version of the app can block apps only. Thanks for the suggestion to block websites!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 release is here! \u2728<\/p>\n<p>Hope our users will be satisfied with FireWally! \ud83d\ude0a<\/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>Wow, FireWally looks incredible! Im loving the Apple Intelligence-powered safety insights. How granular can you get with blocking connections for specific processes within an app?<\/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\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Thanks a lot for the kind words \u2014 great to hear you liked the Apple-Intelligence-powered insights!<\/p>\n<p>Right now, FireWally tracks and manages network activity only at the app level. The first version of the app doesn’t calculate traffic on a per-process basis.<\/p>\n<p>Your suggestion is valuable \u2014 we\u2019ll add it to our wishlist.<\/p>\n<p>If you have more ideas, we\u2019d love to hear them!<\/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>This is really cool. Just installed and setup. Might be more advanced but would love to see a log of the connections if it’s possible. For example, I use Opal once\/twice a month for calls and I realized it’s been phoning home for some reason even though it’s not actively being used.<\/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\/@nkotov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nkotov<\/a> Thanks for checking out FireWally and for the kind words \u2014 really appreciate it!<\/p>\n<p>Your suggestion about having a history of app activity is very interesting. We\u2019ll add it to our wishlist.<\/p>\n<p>If you have more ideas or feedback, feel free to share!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/UNBLFCQTOO2D5D\" class=\"app-title\">Updated.dev<\/a><\/p>\n<div class=\"one-liner\">Turn Git commits into Linear-style release notes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">123<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Updated.dev \u662f\u4e00\u6b3e\u5c06Git\u63d0\u4ea4\u8bb0\u5f55\u81ea\u52a8\u8f6c\u5316\u4e3aLinear\u98ce\u683c\u53d1\u5e03\u8bf4\u660e\u7684\u5de5\u5177\uff0c\u4e3a\u9ad8\u9891\u8fed\u4ee3\u7684\u7814\u53d1\u56e2\u961f\u89e3\u51b3\u4e86\u624b\u52a8\u7f16\u5199\u66f4\u65b0\u65e5\u5fd7\u8017\u65f6\u8d39\u529b\u3001\u96be\u4ee5\u6301\u7eed\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/319033f4-c80d-496d-a100-2c3022427f8b.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\/0fd40b70-af04-43e5-bd1a-402a89709974.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\/f196c963-8392-4272-a971-a2f062797004.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\/86b73452-a889-473f-b378-fb16a9edca7b.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\/73ec621b-f08b-4a8c-a41d-0bad5ca1f1dc.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\">Customer Communication<\/span><br \/>\n <span class=\"tag\">Email Marketing<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u53d1\u5e03\u8bf4\u660e\u751f\u6210<\/span><br \/>\n <span class=\"tag\">DevOps\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Git\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u66f4\u65b0<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u5199\u4f5c<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u6c9f\u901a<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u666e\u904d\u8ba4\u540c\u201c\u5f00\u53d1\u5de5\u4f5c\u56e0\u5206\u4eab\u7e41\u7410\u800c\u672a\u80fd\u89e6\u8fbe\u7528\u6237\u201d\u7684\u6838\u5fc3\u75db\u70b9\u3002\u521b\u59cb\u4eba\u5206\u4eab\u4e86\u4ea7\u54c1\u6e90\u4e8e\u81ea\u8eab\u5f00\u53d1\u8282\u594f\u52a0\u5feb\u540e\uff0c\u6574\u7406\u53d1\u5e03\u8bf4\u660e\u8017\u65f6\u5267\u589e\u7684\u7ecf\u5386\u3002\u6709\u7528\u6237\u8be2\u95ee\u5176\u7075\u611f\u7684\u5177\u4f53\u89e6\u53d1\u65f6\u523b\uff0c\u4f46\u672a\u63d0\u51fa\u5177\u4f53\u529f\u80fd\u5efa\u8bae\u6216\u6279\u8bc4\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 Updated.dev\u7784\u51c6\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u771f\u5b9e\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u5728\u201c\u6301\u7eed\u4ea4\u4ed8\u201d\u4e0e\u201c\u6301\u7eed\u6c9f\u901a\u201d\u4e4b\u95f4\u65e5\u76ca\u6269\u5927\u7684\u65ad\u5c42\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u6d41\u7a0b\u4e0a\u7684\u201c\u7f1d\u5408\u201d\u3002\u5b83\u5c06\u53d1\u5e03\u8bf4\u660e\u4ece\u4e00\u9879\u9700\u8981\u7075\u611f\u3001\u6587\u7b14\u548c\u989d\u5916\u65f6\u95f4\u7684\u201c\u521b\u4f5c\u201d\uff0c\u964d\u7ef4\u4e3a\u4e00\u9879\u57fa\u4e8e\u7ed3\u6784\u5316\u6570\u636e\u7684\u201c\u7f16\u8f91\u201d\u5de5\u4f5c\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u8f6f\u4ef6\u5f00\u53d1\u7684\u5de5\u7a0b\u5316\u601d\u7ef4\u5ef6\u4f38\u81f3\u7528\u6237\u6c9f\u901a\u9886\u57df\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff1a\u4ee5Git\u63d0\u4ea4\u8bb0\u5f55\u8fd9\u4e00\u5355\u4e00\u4e8b\u5b9e\u6765\u6e90\u4e3a\u8d77\u70b9\uff0c\u901a\u8fc7AI\u8fdb\u884c\u521d\u6b65\u7684\u8bed\u4e49\u5f52\u7eb3\u548c\u683c\u5f0f\u5316\uff0c\u8f93\u51fa\u53ef\u4f9b\u5feb\u901f\u5ba1\u9605\u7684\u8349\u7a3f\uff0c\u6700\u7ec8\u4e00\u952e\u53d1\u5e03\u81f3\u5e94\u7528\u5185\u7ec4\u4ef6\u548c\u516c\u5171\u9875\u9762\u3002\u8fd9\u4e2a\u95ed\u73af\u5de7\u5999\u5730\u89c4\u907f\u4e86\u4ece\u96f6\u5f00\u59cb\u7684\u5199\u4f5c\u6050\u60e7\uff0c\u5e76\u4fdd\u8bc1\u4e86\u66f4\u65b0\u53d1\u5e03\u7684\u5373\u65f6\u6027\u3002\u5176\u5ba3\u79f0\u7684\u201c\u65e0\u7f1d\u5e94\u7528\u5185\u7ec4\u4ef6\u201d\u662f\u771f\u6b63\u7684\u4ef7\u503c\u653e\u5927\u5668\uff0c\u5b83\u8ba9\u66f4\u65b0\u901a\u77e5\u4ece\u88ab\u52a8\u7684\u3001\u9700\u8981\u7528\u6237\u4e3b\u52a8\u5bfb\u627e\u7684\u90ae\u4ef6\u6216\u535a\u5ba2\uff0c\u53d8\u4e3a\u4e3b\u52a8\u7684\u3001\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u5e94\u7528\u5185\u63d0\u793a\uff0c\u6781\u5927\u63d0\u5347\u4e86\u7528\u6237\u611f\u77e5\u4ea7\u54c1\u8fed\u4ee3\u7684\u51e0\u7387\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5176\u6548\u679c\u4e25\u91cd\u4f9d\u8d56\u56e2\u961fGit\u63d0\u4ea4\u4fe1\u606f\u7684\u8d28\u91cf\u3002\u5982\u679c\u63d0\u4ea4\u4fe1\u606f\u672c\u8eab\u662f\u201c\u4fee\u590d\u4e86\u4e00\u4e2abug\u201d\u8fd9\u7c7b\u65e0\u610f\u4e49\u7684\u8bb0\u5f55\uff0cAI\u4e5f\u96be\u4ee5\u751f\u6210\u5bf9\u7528\u6237\u6709\u4ef7\u503c\u7684\u8bf4\u660e\u3002\u8fd9\u5b9e\u5219\u662f\u5c06\u7ef4\u62a4\u89c4\u8303\u63d0\u4ea4\u4fe1\u606f\u7684\u6210\u672c\uff0c\u8f6c\u79fb\u5230\u4e86\u540e\u7eed\u73af\u8282\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u76ee\u524d\u5b9a\u4f4d\u66f4\u504f\u5411\u201c\u53d1\u5e03\u201d\u7684\u6548\u7387\u5de5\u5177\uff0c\u800c\u975e\u201c\u6c9f\u901a\u7b56\u7565\u201d\u5de5\u5177\u3002\u5982\u4f55\u754c\u5b9a\u54ea\u4e9b\u63d0\u4ea4\u503c\u5f97\u544a\u77e5\u7528\u6237\u3001\u5982\u4f55\u7528\u975e\u6280\u672f\u8bed\u8a00\u63cf\u8ff0\u6280\u672f\u6539\u52a8\u3001\u5982\u4f55\u89c4\u5212\u66f4\u65b0\u7684\u8282\u594f\u4e0e\u53d9\u4e8b\uff0c\u8fd9\u4e9b\u66f4\u9ad8\u7ef4\u7684\u51b3\u7b56\u4ecd\u9700\u56e2\u961f\u81ea\u5df1\u5b8c\u6210\u3002\u5de5\u5177\u89e3\u51b3\u4e86\u201c\u600e\u4e48\u5199\u201d\u548c\u201c\u600e\u4e48\u53d1\u201d\u7684\u6548\u7387\u95ee\u9898\uff0c\u4f46\u672a\u89e3\u51b3\u201c\u4e3a\u4ec0\u4e48\u5199\u201d\u548c\u201c\u5199\u4ec0\u4e48\u201d\u7684\u6218\u7565\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cUpdated.dev\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u6267\u884c\u5c42\u201d\u5de5\u5177\uff0c\u80fd\u6709\u6548\u964d\u4f4e\u9ad8\u8d28\u91cf\u7528\u6237\u6c9f\u901a\u7684\u8fb9\u9645\u6210\u672c\u3002\u4f46\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u672c\u8eab\u7684\u6613\u7528\u6027\uff0c\u66f4\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5f15\u5bfc\u6216\u878d\u5165\u56e2\u961f\u5efa\u7acb\u66f4\u89c4\u8303\u7684\u5f00\u53d1\u4e0e\u6c9f\u901a\u7eaa\u5f8b\u3002\u5b83\u662f\u4e00\u628a\u950b\u5229\u7684\u526a\u5200\uff0c\u4f46\u5e03\u6599\u4ecd\u9700\u7528\u6237\u81ea\u5df1\u63d0\u4f9b\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\">Updated.dev<\/span>\n <\/div>\n<div class=\"comment-content\">Updated.dev turns your Git commits into clean, ready-to-publish release notes in seconds. Connect your repo, pick what matters, and let AI handle the drafting. Published updates appear instantly in the in-app widget and on the public page.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>We\u2019re excited to finally launch <a href=\"http:\/\/Updated.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Updated.dev<\/a> today.<\/p>\n<p>I’m Hyun, co-founder of <a href=\"http:\/\/Updated.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Updated.dev<\/a>. Over the years, I have worked closely with multiple product teams and also built several products myself.<\/p>\n<p>What I kept noticing was this: product teams are moving faster than ever, but a huge part of that work never reaches users. Not because it is unimportant, but because sharing updates is tedious and hard to maintain alongside constant shipping.<\/p>\n<p>Still, sharing updates really matters. Teams that shared updates consistently saw higher engagement, stronger trust, and more returning users. So we set out to remove the friction from writing and publishing release notes entirely.<\/p>\n<p><strong>How it works is simple:<\/strong><\/p>\n<ol>\n<li>\n<p><strong>Select<\/strong> \u2013 Choose the logs you want to turn into a release note<\/p>\n<\/li>\n<li>\n<p><strong>Review<\/strong> \u2013 Check and edit the auto-generated draft<\/p>\n<\/li>\n<li>\n<p><strong>Publish<\/strong> \u2013 Release notes go live instantly in the in-app widget and public page<\/p>\n<\/li>\n<\/ol>\n<p>No extra steps. No lag between shipping and sharing.<\/p>\n<p><strong>What makes <\/strong><a href=\"http:\/\/Updated.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Updated.dev<\/strong><\/a><strong> different:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Commit based release notes<\/strong><br \/>Connect your GitHub repo and your commits are automatically grouped into clean, readable logs. You can simply select the logs you want to include, and generate a publish-ready release note draft in seconds.<\/p>\n<\/li>\n<li>\n<p><strong>Seamless in app widget<\/strong><br \/>Once published, release notes appear seamlessly inside your app through a widget, so users discover changes without context switching. Public pages and email notifications are included as well.<\/p>\n<\/li>\n<li>\n<p><strong>Clean, modern design<br \/><\/strong>A clean in-app widget and a modern release note page help your updates feel more trustworthy and professional.<\/p>\n<\/li>\n<\/ul>\n<p>If you are shipping every week and still posting release notes manually, <a href=\"http:\/\/Updated.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Updated.dev<\/a> will save you hours.<\/p>\n<p>Give it a try and share your thoughts. I would truly appreciate any honest feedback or suggestions. \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Hyun, congrats on the launch! That observation about work never reaching users not because it\u2019s unimportant but because sharing it is tedious really resonates. Was there a specific moment where that hit you hard?<\/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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a>  Thanks for the question.<\/p>\n<p>For me, the pain showed up as my development pace increased.<br \/>More changes meant more things to share, but the updates themselves started to feel messy and scattered. <\/p>\n<p>Every time I sat down to write a release note, I found myself digging through past work and trying to turn raw commits into something readable. It took way more energy than it should have.<\/p>\n<\/p>\n<p>Updated came directly out of that realization. Hope it brings some relief to your process too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Huge congrats on the launch, Hyun! \ud83c\udf89<\/p>\n<p>As someone who ships fast and often, I feel the pain you\u2019re trying to solve. Most teams want to communicate consistently, but the overhead of turning commits into something user-friendly kills the habit. <\/p>\n<p>I don’t have a personal use case for it myself at the moment, but I just wanted to come along and show my support \ud83d\udcaa<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3B6CS7HO2P5UVV\" class=\"app-title\">Wellbot<\/a><\/p>\n<div class=\"one-liner\">Smart nutrition assistant for healthy choices<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">106<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u6210\u4e8eWhatsApp\u7684\u667a\u80fd\u8425\u517b\u52a9\u624b\uff0c\u901a\u8fc7\u5728\u8d2d\u7269\u65f6\u5373\u65f6\u626b\u63cf\u98df\u54c1\u6807\u7b7e\uff0c\u63d0\u4f9b\u8425\u517b\u8bc4\u5206\u3001\u8fc7\u654f\u8b66\u62a5\u548c\u5065\u5eb7\u6d1e\u5bdf\uff0c\u89e3\u51b3\u6d88\u8d39\u8005\u5728\u9009\u8d2d\u98df\u54c1\u65f6\u96be\u4ee5\u5feb\u901f\u7406\u89e3\u590d\u6742\u6807\u7b7e\u4fe1\u606f\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7937791f-c5e3-46f7-8d45-112450553837.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8dd17563-7cff-45c5-8af3-8bdd2f3667a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b948dba3-c6a4-45f6-a7a8-29a4836ef43a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1a7ae3ff-ec1e-4d76-b013-f1e373035da9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/edf56351-1295-41f6-8601-370d8db55e59.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/83a57ef5-dfea-49da-93e2-651f29a126e4.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\">Food & Drink<\/span><br \/>\n <span class=\"tag\">Fitness<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u8425\u517b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u6807\u7b7e\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u8fc7\u654f\u9884\u8b66<\/span><br \/>\n <span class=\"tag\">WhatsApp\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">AI\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u996e\u98df<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u8d2d\u7269<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u8f85\u52a9<\/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\u4fbf\u6377\u6027\u548c\u514d\u8d39\u6a21\u5f0f\uff0c\u5c24\u5176\u5173\u6ce8\u8fc7\u654f\u652f\u6301\u4e0e\u591a\u8bed\u8a00\u80fd\u529b\u3002\u4e3b\u8981\u95ee\u9898\u805a\u7126\u4e8e\uff1a\u5065\u5eb7\u8bc4\u5206\u4f53\u7cfb\u4e0e\u6b27\u76df\u6807\u51c6\uff08\u5982\u6cd5\u56fdNutri-Score\uff09\u7684\u5173\u8054\u4e0e\u5dee\u5f02\u3001\u672a\u6765\u662f\u5426\u652f\u6301\u6bd4\u4ef7\u529f\u80fd\u3001\u76c8\u5229\u6a21\u5f0f\u53ef\u6301\u7eed\u6027\uff0c\u4ee5\u53ca\u5168\u7403\u53ef\u7528\u6027\u548c\u591a\u8bed\u8a00\u652f\u6301\u7684\u5177\u4f53\u8303\u56f4\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 Wellbot 2.0\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u9ad8\u9891\u901a\u8baf\u5de5\u5177\uff08WhatsApp\uff09\u8f6c\u5316\u4e3a\u5373\u65f6\u5065\u5eb7\u51b3\u7b56\u5165\u53e3\uff0c\u5de7\u5999\u5730\u964d\u4f4e\u4e86\u7528\u6237\u4f7f\u7528\u5065\u5eb7\u5de5\u5177\u7684\u95e8\u69db\u3002\u5176\u201c\u626b\u63cf\u5373\u5f97\u201d\u7684\u6a21\u5f0f\u76f4\u51fb\u8d2d\u7269\u573a\u666f\u4e0b\u4fe1\u606f\u5904\u7406\u7684\u5373\u65f6\u6027\u75db\u70b9\uff0c\u5177\u6709\u573a\u666f\u6d1e\u5bdf\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u51e0\u91cd\u6df1\u5c42\u6311\u6218\u4e0e\u8d28\u7591\u3002\u9996\u5148\uff0c\u5176\u81ea\u7acb\u6807\u51c6\u7684\u201cHealth-Score\u201d\u7cfb\u7edf\u4e0e\u6b27\u76df\u7b49\u5730\u533a\u6743\u5a01\u8bc4\u5206\u4f53\u7cfb\u7684\u5272\u88c2\uff0c\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u521b\u59cb\u4eba\u76f4\u8a00\u4e0d\u8bb3\u5730\u6279\u8bc4\u73b0\u6709\u6807\u51c6\u4e3a\u201c\u65e0\u6548\u201d\uff0c\u8fd9\u867d\u6811\u7acb\u4e86\u5dee\u5f02\u5316\u5f62\u8c61\uff0c\u4f46\u4e5f\u5c06\u627f\u62c5\u6559\u80b2\u7528\u6237\u548c\u5efa\u7acb\u65b0\u4fe1\u4efb\u4f53\u7cfb\u7684\u6c89\u91cd\u6210\u672c\uff0c\u5176\u79d1\u5b66\u6027\u548c\u516c\u4fe1\u529b\u6709\u5f85\u957f\u671f\u9a8c\u8bc1\u3002\u5176\u6b21\uff0c\u5f53\u524d\u7684\u201c\u5b8c\u5168\u514d\u8d39\u201d\u6a21\u5f0f\u4f9d\u8d56\u521b\u59cb\u56e2\u961f\u81ea\u638f\u8170\u5305\u548c\u542f\u52a8\u79ef\u5206\uff0c\u5728\u7528\u6237\u89c4\u6a21\u589e\u957f\u4e0eAI\u8c03\u7528\u6210\u672c\u6500\u5347\u7684\u53cc\u91cd\u538b\u529b\u4e0b\uff0c\u53ef\u6301\u7eed\u6027\u5b58\u7591\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u76c8\u5229\u7684\u63d0\u95ee\u4e00\u9488\u89c1\u8840\uff0c\u6350\u8d60\u6a21\u5f0f\u80fd\u5426\u652f\u6491\u5176\u613f\u666f\uff0c\u662f\u60ac\u800c\u672a\u51b3\u7684\u5173\u952e\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u6216\u8bb8\u610f\u5916\u5730\u96c6\u4e2d\u5728\u201c\u8fc7\u654f\u652f\u6301\u201d\u548c\u201c\u591a\u8bed\u8a00\u201d\u4e0a\uff0c\u5c24\u5176\u662f\u4e3a\u8de8\u56fd\u65c5\u884c\u8005\u63d0\u4f9b\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u6784\u6210\u4e86\u5176\u6700\u5177\u4f53\u3001\u6700\u521a\u6027\u7684\u4f7f\u7528\u573a\u666f\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u7528\u6237\u63d0\u51fa\u7684\u201c\u6bd4\u4ef7\u201d\u7b49\u6269\u5c55\u529f\u80fd\uff0c\u867d\u5177\u5438\u5f15\u529b\uff0c\u4f46\u53d7\u5236\u4e8e\u96f6\u552e\u4e1a\u6570\u636e\u58c1\u5792\uff08\u5c24\u5176\u5728\u6b27\u6d32\uff09\uff0c\u77ed\u671f\u5185\u96be\u4ee5\u5b9e\u73b0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cWellbot\u662f\u4e00\u6b21\u7cbe\u5de7\u7684\u573a\u666f\u5316\u521b\u65b0\u5c1d\u8bd5\uff0c\u4f46\u5176\u957f\u671f\u751f\u5b58\u80fd\u529b\u53d6\u51b3\u4e8e\uff1a\u80fd\u5426\u5c06\u5176\u8bc4\u5206\u7cfb\u7edf\u6253\u9020\u4e3a\u503c\u5f97\u4fe1\u8d56\u7684\u65b0\u6807\u51c6\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u514d\u8d39\u6a21\u5f0f\u4e0b\u627e\u5230\u5065\u5eb7\u7684\u5546\u4e1a\u95ed\u73af\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u4ec5\u505c\u7559\u4e3a\u4e00\u4e2a\u6709\u8da3\u4f46\u8106\u5f31\u7684\u5de5\u5177\u578b\u5e94\u7528\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\">Wellbot<\/span>\n <\/div>\n<div class=\"comment-content\">Scan food labels on WhatsApp and get instant Nutri-Scores, allergy alerts, and health insights. Wellbot makes smarter grocery shopping effortless.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<br \/>\nSuper excited to relaunch Wellbot today.<\/p>\n<p>When I first built Wellbot, the goal was simple:<br \/>\nHelp people understand food labels instantly.<br \/>\nSince then, your feedback helped shape a much better version \u2014 and today\u2019s update is a big step forward.<\/p>\n<p>\u2728 What\u2019s New in Wellbot 2.0<\/p>\n<p>Health-Score system for clearer decisions<\/p>\n<p>Smarter AI label reading with higher accuracy<\/p>\n<p>Personalized allergy alerts based on your profile<\/p>\n<p>Cleaner summaries with clear positives & negatives<\/p>\n<p>Faster WhatsApp experience<\/p>\n<p>Totally free <\/p>\n<p>My goal is to make healthy eating effortless \u2014 especially while shopping, when decisions matter most.<\/p>\n<p>I\u2019d love your feedback, ideas, or any rough edges you spot.<br \/>\nThanks for checking out Wellbot and supporting this journey! \ud83d\ude4f<\/p>\n<p>\u2014 Balint<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@balint_horvath2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@balint_horvath2<\/a> So the Health-Score changes if I update my diet preferences, right?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@balint_horvath2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@balint_horvath2<\/a>I created a new colleaction on PH for this app \ud83d\ude42 <br \/>Thank you for making it free, I will try it out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@balint_horvath2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@balint_horvath2<\/a> Hi<\/p>\n<p>Your product looks amazing, just gave it an upvote!<\/p>\n<\/p>\n<p>If you\u2019re looking for more support, there\u2019s a startup and tech community here where you can connect with companies, product managers, and tech professionals who are happy to help with upvotes, testing, and feedback.<\/p>\n<\/p>\n<p>Once you join, feel free to introduce yourself to the group.<\/p>\n<\/p>\n<pre><code>Here\u2019s the invite link:\n\njoin.slack.com\/t\/pmteach\/shared_invite\/zt-3ic26bu6u-pYOtYOvl_Ld6r5aUtuG5Cw<\/code><\/pre>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks like a great app, I am def trying it out as a nutritionist! In the meantime I am curious if the Health-Score you provide correlates with the EU scores – for example in France where I am now lots of local products have nutri scores on boxes (from A to E I think). Are those somehow connected to the ones you provide? Sorry if this was already answered somewhere else <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@yana_shvets\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yana_shvets<\/a>  Hey, i’m really curious about your feedback as a nutritionist!<\/p>\n<p>No, we developed this app with some help with nutritionists\/ dietitians and we considered that EU nutri scores are not valid. We saw a lot of A-B scores on some really processed foods. Our scoring system analyzes how processed and how nutritionally dense is a product. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Can it also provide you with alternative (cheaper) foods? I mean, Product A is this, and you can have Product B with the same markers for less money here. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Oooooo The Queen again \ud83d\ude48<\/p>\n<p>No, now we are folly focused on the allergy support and travellers (multi language support)<br \/>Maybe in the future can do something you requested, but in the EU nearly no big supermarket chain offers public API acces to implement this. In the US it’s possibile.<\/p>\n<p>Thank you again for the ideas and support \ud83d\udc9a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 such an easy solution to healthy eating, <b>especially<\/b> since many already use whatsapp daily so it’s comfortable to use. And it’s free??<\/p>\n<p>I’m curious, since you probably have some kind of costs based on usage of AI model, how do you become profitable or at least stay at the surface with this?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nair0\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nair0<\/a> Hey, thanks for the kind words!<\/p>\n<p>Yes we cover all the costs now from startup credits and from our pocket, since we make to grow our user base, and want to help people with food allergyes. Donations are availabile, and we appreciate them!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Having a son who is allergic to most nuts and dairy, not to mention airborne skin allergies, this would make my life a tonne easier. Especially when going abroad, luckily the UK is pretty good with highlighting allergies in bold, so they’re easier to spot, but when on holiday it’s a real stress. If this covers many languages, this is a real win.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Wellbot is genius! I love the WhatsApp integration for quick label checks. Does it currently support ingredients lists in multiple languages, or is it primarily focused on English?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Hank you!<\/p>\n<p>After you recieved the wellcome message, you can set your language tonearly everything. After you can add ingredients in your selected language.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Does it works for products globally or specific geo location? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@himani_sah1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@himani_sah1<\/a> It’s work in nearly all languages, so no specific geolocation. (a few countryes are blocked for security reasons for now, but we are working on it)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/KZBJX6TJ67V4ZL\" class=\"app-title\">Expensent<\/a><\/p>\n<div class=\"one-liner\">Automatically forwards invoices to your accountant<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">105<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Expensent\u662f\u4e00\u6b3e\u81ea\u52a8\u5c06\u7528\u6237\u90ae\u7bb1\u4e2d\u7684\u53d1\u7968\u548c\u8d26\u5355\u8f6c\u53d1\u7ed9\u4f1a\u8ba1\u5e08\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u81ea\u7531\u804c\u4e1a\u8005\u548c\u5c0f\u4f01\u4e1a\u4e3b\u5728\u62a5\u7a0e\u5b63\u624b\u52a8\u6574\u7406\u6d77\u91cf\u7535\u5b50\u53d1\u7968\u8017\u65f6\u6613\u9519\u3001\u5bfc\u81f4\u7a0e\u52a1\u62b5\u6263\u9057\u6f0f\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d8c86438-b478-47f7-b07c-7265e460f741.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dcc1b606-4c20-4301-aafa-5e239220115e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb5072a2-8f7c-42a8-8425-40b3130da40c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/20ea4e5e-b776-4821-ad18-3ec8a3d79a98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a0bbf5e-c14e-47b6-950e-9b7b814e84f7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7b61d90c-bf9f-44b6-9813-0014f2b1a470.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b12b1501-4743-4d55-9c87-d235aa9a40f3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dce2e769-3ed7-4141-be98-64184cc9dce1.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\">Email<\/span><br \/>\n <span class=\"tag\">Freelance<\/span><br \/>\n <span class=\"tag\">Accounting<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u81ea\u52a8\u5316\u8d22\u52a1<\/span><br \/>\n <span class=\"tag\">\u53d1\u7968\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7a0e\u52a1\u62b5\u6263<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u8fc7\u6ee4<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u5c0f\u5fae\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236\u670d\u52a1<\/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\u201c\u6709\u7528\u201d\u3001\u201c\u8282\u7701\u65f6\u95f4\u201d\uff0c\u80fd\u89e3\u51b3\u5b9e\u9645\u75db\u70b9\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u662f\u5426\u652f\u6301\u6240\u6709\u4e3b\u6d41\u90ae\u7bb1\u5ba2\u6237\u7aef\uff08\u5df2\u786e\u8ba4\u652f\u6301\uff09\uff0c\u4ee5\u53ca\u7b97\u6cd5\u80fd\u5426\u667a\u80fd\u5b66\u4e60\u65b0\u53d1\u4ef6\u4eba\u6a21\u5f0f\uff08\u56de\u590d\u79f0\u80fd\u5904\u7406\u5df2\u77e5\u53ca\u81ea\u5b9a\u4e49\u53d1\u4ef6\u4eba\uff0c\u5e76\u53ef\u9002\u5e94\u53d1\u4ef6\u4eba\u6a21\u5f0f\u7684\u8f7b\u5fae\u53d8\u5316\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Expensent\u7784\u51c6\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u771f\u5b9e\u5b58\u5728\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u4ecb\u4e8e\u4e2a\u4eba\u8d22\u52a1\u7ba1\u7406\u8f6f\u4ef6\u548c\u4e13\u4e1a\u4f1a\u8ba1\u8f6f\u4ef6\u4e4b\u95f4\u7684\u201c\u53d1\u7968\u4f20\u9012\u201d\u771f\u7a7a\u5730\u5e26\u3002\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u5bf9\u201c\u61d2\u60f0\u201d\u8fd9\u4e00\u4eba\u6027\u5f31\u70b9\u7684\u7cbe\u51c6\u5546\u4e1a\u5316\u548c\u5bf9\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u201c\u80f6\u6c34\u5f0f\u201d\u4fee\u8865\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u907f\u5f00\u4e86\u590d\u6742\u7684\u4f1a\u8ba1\u903b\u8f91\uff0c\u53ea\u505a\u4e00\u4ef6\u4e8b\u2014\u2014\u90ae\u4ef6\u642c\u8fd0\u3002\u8fd9\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4e5f\u660e\u786e\u4e86\u8d23\u4efb\u8fb9\u754c\uff1a\u5b83\u53ea\u8d1f\u8d23\u4f20\u8f93\uff0c\u4e0d\u8d1f\u8d23\u6838\u7b97\u3002\u8fd9\u79cd\u5b9a\u4f4d\u4f7f\u5176\u80fd\u8f7b\u88c5\u4e0a\u9635\uff0c\u5feb\u901f\u96c6\u6210\u5404\u79cdSaaS\u670d\u52a1\uff0c\u5e76\u901a\u8fc7\u201c\u626b\u63cf\u5386\u53f2\u90ae\u4ef6\u201d\u529f\u80fd\u63d0\u4f9b\u5373\u65f6\u4ef7\u503c\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u7684\u201c\u5386\u53f2\u503a\u52a1\u201d\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u957f\u671f\u4ef7\u503c\u9762\u4e34\u4e09\u91cd\u62f7\u95ee\uff1a\u9996\u5148\u662f\u62a4\u57ce\u6cb3\u95ee\u9898\uff0c\u5176\u57fa\u4e8e\u89c4\u5219\u548c\u9884\u8bbe\u53d1\u4ef6\u4eba\u7684\u8fc7\u6ee4\u903b\u8f91\u5bb9\u6613\u88ab\u6a21\u4eff\uff0c\u751a\u81f3\u88ab\u90ae\u7bb1\u5ba2\u6237\u7aef\u7684\u539f\u751f\u89c4\u5219\u529f\u80fd\u90e8\u5206\u66ff\u4ee3\u3002\u5176\u6b21\u662f\u6269\u5c55\u6027\u95ee\u9898\uff0c\u5f53\u524d\u201c\u53d1\u7968\u8f6c\u53d1\u201d\u7684\u5355\u70b9\u529f\u80fd\u5929\u82b1\u677f\u660e\u663e\uff0c\u82e5\u8981\u589e\u957f\uff0c\u52bf\u5fc5\u4fb5\u5165\u4f1a\u8ba1\u8f6f\u4ef6\u6216\u62a5\u9500\u7ba1\u7406\u9886\u57df\uff0c\u5c06\u9762\u5bf9\u66f4\u5f3a\u5927\u7684\u7ade\u4e89\u5bf9\u624b\u3002\u6700\u540e\u662f\u6570\u636e\u5b89\u5168\u4e0e\u4fe1\u4efb\u95e8\u69db\uff0c\u7528\u6237\u662f\u5426\u613f\u610f\u5c06\u8fde\u63a5\u90ae\u7bb1\uff08\u5305\u542b\u5927\u91cf\u9690\u79c1\u548c\u5546\u4e1a\u4fe1\u606f\uff09\u7684\u6743\u9650\u4ea4\u7ed9\u4e00\u4e2a\u521d\u521b\u5de5\u5177\uff0c\u5e76\u76f8\u4fe1\u5176\u4e0d\u4f1a\u8bef\u5224\u6216\u6cc4\u9732\uff0c\u8fd9\u9700\u8981\u6781\u5f3a\u7684\u54c1\u724c\u5efa\u8bbe\u548c\u5b89\u5168\u80cc\u4e66\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cExpensent\u662f\u201c\u81ea\u52a8\u5316\u201d\u8d8b\u52bf\u4e0b\u7684\u4e00\u4e2a\u7cbe\u81f4\u4ea7\u7269\u3002\u5b83\u80fd\u5426\u4ece\u201c\u6709\u7528\u7684\u5c0f\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u8d22\u52a1\u7ba1\u9053\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u7cbe\u51c6\u4f20\u9012\u4e4b\u5916\uff0c\u6316\u6398\u51fa\u6570\u636e\u7684\u9644\u52a0\u4ef7\u503c\uff08\u5982\u57fa\u7840\u5206\u6790\u3001\u8d39\u7528\u5206\u7c7b\uff09\uff0c\u5e76\u6784\u5efa\u8d77\u4ee5\u4f1a\u8ba1\u5e08\u4e3a\u6838\u5fc3\u7684B2B2C\u7f51\u7edc\u751f\u6001\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u6c38\u8fdc\u53ea\u662f\u4e00\u4e2a\u4f18\u96c5\u7684\u201c\u4e34\u65f6\u89e3\u51b3\u65b9\u6848\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\">Expensent<\/span>\n <\/div>\n<div class=\"comment-content\">Invoices arrive in your email and get buried. Expensent automatically forwards them to your accountant \u2014 no manual forwarding again. Any sender is handled: GCP, Vercel, Figma, other SaaS tools, or your custom ones. New and past invoices are forwarded, saving time and preventing lost deductions.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>TLDR;<\/p>\n<p>It sends your email invoices (expenses) to your accountant. You configure it once, it runs on autopilot. On mobile you can also scan paper invoices (camera) and send them in an instant.<\/p>\n<\/p>\n<p>Hey everyone \ud83d\udc4b<\/p>\n<\/p>\n<p>Every month (or year) it\u2019s the same headache:<\/p>\n<p>digging through my inbox to find invoices to send to my accountant.<\/p>\n<p>I usually skip it, then forget it, and lose money on taxes.<\/p>\n<\/p>\n<p>Last year, my accountant gave me a special email to forward expenses \u2014 I didn\u2019t send a single one. Even one manual forward felt too annoying (probably ADHD and lazy \ud83e\udee0).<\/p>\n<\/p>\n<p>So I built Expensent.<\/p>\n<p>It auto-forwards invoices from your inbox to your accountant, so you never touch them again.<\/p>\n<\/p>\n<p>How it works:<\/p>\n<p>1. Connect your email<\/p>\n<p>2. Add your accountant\u2019s address<\/p>\n<p>3. Choose your invoice senders (GCP, Vercel, Figma, etc.)<\/p>\n<\/p>\n<p>It\u2019ll handle all new invoices automatically and you can also catch up on past ones in bulk.<\/p>\n<p>If you have restaurant or gas station receipts, just use the camera directly from the webapp or upload a file…<\/p>\n<p>Sent, Done.<\/p>\n<\/p>\n<p>Fair pricing:<\/p>\n<p>Solo: $5\/mo (1 email account)<\/p>\n<p>Pro: $15\/mo (5 emails accounts)<\/p>\n<\/p>\n<p>\ud83c\udf81 In December use code “PH-LAUNCH” at checkout and the Solo plan is just $2 for 3months.<\/p>\n<\/p>\n<p>I hope this saves you time, gives you some peace of mind and puts a bit of that lost money back in your pocket.<\/p>\n<\/p>\n<p>Happy to receive feedback and answer any questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>OMG, Expensent is genius! Finally, no more digging for invoices. Does it learn the sender patterns over time to improve accuracy for new SaaS tools I add?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Hi <a href=\"https:\/\/www.producthunt.com\/@jaydev13\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> and thank you for your good energy,<\/p>\n<\/p>\n<p>Yes, in addition to the list of senders that we maintain (or to the custom senders that you add), Expensent will know if a sender changes pattern slightly. Once you selected the senders you want to auto-forward the invoices to your accountant, Expensent will forward all future invoice emails that match. You can also scan for past invoices manually in order to catch up on this current year.<\/p>\n<\/p>\n<p>Let me know if you have more questions,<\/p>\n<p>Thank you \ud83d\ude0a <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>really useful – this will save a lot of headache and money<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi <a href=\"https:\/\/www.producthunt.com\/@gbonsel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gbonsel<\/a> and thank for the visit,<\/p>\n<\/p>\n<p>Yes personally I’ve been skipping sending expenses to my accountant for years, because they are too small amounts, too many and too repetitive.<\/p>\n<p>At the end of the year I could probably deduct 2~3K easily.<br \/>Also i didn’t mentioned it enough maybe, but there is a camera document scan function if you use it on from phone browser, for sending paper receipts.<\/p>\n<p>I hope users find it useful.<br \/>\u270c\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice project <a href=\"https:\/\/www.producthunt.com\/@ilios\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ilios\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ilios<\/a> ! It will definitely help me <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Works across gmail, outlook and other email clients? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi <a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> ,<\/p>\n<\/p>\n<p>Yes it works with all major email providers and IMAP too (just in case).<\/p>\n<\/p>\n<p>IMAP is by nature a bit slower than email providers.<\/p>\n<p>But Gmail scans finishes in less than 5-10sec.<\/p>\n<\/p>\n<p>You can choose from a list of vendors presets (the companies that send you invoices) or add your custom senders or modify the current vendors.<br \/>Once you have a list of vendors, Expensent knows which email need to forward, and all new emails detected are handled. If you need to catch up invoices from the past you can run a manual scan (~10sec on gmail).<\/p>\n<\/p>\n<p>If you need anything i’m here \ud83d\ude42<\/p>\n<\/p>\n<p>Thanks again<\/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<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\/2QHUDGY7IEOXHC\" class=\"app-title\">FixBot by iFixit<\/a><\/p>\n<div class=\"one-liner\">Diagnose problems from pics & receive voice guidance to fix<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">101<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u62cd\u6444\u7167\u7247\u5373\u53efAI\u89c6\u89c9\u8bca\u65ad\u95ee\u9898\uff0c\u5e76\u63d0\u4f9b\u514d\u63d0\u8bed\u97f3\u6307\u5bfc\u7684\u7ef4\u4fee\u52a9\u624b\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u7ef4\u4fee\u8fc7\u7a0b\u4e2d\u53cc\u624b\u88ab\u5360\u7528\u65f6\u65e0\u6cd5\u67e5\u9605\u56fe\u6587\u6307\u5357\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/78de9645-c5ac-4b41-bf72-51ffd5490678.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\/47f8d296-20cf-441b-aa89-77d0e40a4eb1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1b31300c-87da-4563-8ac0-bab93fd8acd5.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\/3adaea3e-f5e2-423e-8d6b-70a0b3078a2e.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\/cf59faa2-534a-4042-a433-5a1be122fd3d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a6cef94d-0a71-4309-8138-465ea7723947.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/af72bf2e-431c-480f-a36d-ce39b733c806.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/24767f3a-b0e1-479b-af1d-7a599389f289.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c42ea1f1-02a8-421d-a93d-100fc0fc0326.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/eb874d4c-9457-408b-92d6-1aa0d87be74c.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=aGNbA8S7tqs\"><source src=\"https:\/\/www.youtube.com\/watch?v=aGNbA8S7tqs\" 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\">Hardware<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u786c\u4ef6\u7ef4\u4fee<\/span><br \/>\n <span class=\"tag\">AI\u89c6\u89c9\u8bca\u65ad<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u6001AI<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a9\u7ef4\u4fee<\/span><br \/>\n <span class=\"tag\">\u6559\u7a0b\u5e93<\/span><br \/>\n <span class=\"tag\">\u514d\u63d0\u6307\u5bfc<\/span><br \/>\n <span class=\"tag\">ifixit\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u5de5\u5177\u7c7b\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\u80af\u5b9a\u5176\u514d\u63d0\u6307\u5bfc\u548cAI\u89c6\u89c9\u8bca\u65ad\u7684\u9769\u65b0\u6027\u3002\u4e3b\u8981\u5173\u6ce8\u70b9\u5728\u4e8eAI\u5bf9\u8001\u65e7\u6216\u4e25\u91cd\u635f\u574f\u8bbe\u5907\u8bc6\u522b\u7684\u51c6\u786e\u6027\uff0c\u5b98\u65b9\u56de\u590d\u79f0\u5176\u652f\u6301\u8d857.5\u4e07\u53f0\u8bbe\u5907\uff0c\u5e76\u4ee5\u4fee\u590d\u4efb\u5929\u5802Switch\u6447\u6746\u6f02\u79fb\u4e3a\u4f8b\u4f50\u8bc1\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 FixBot\u5e76\u975e\u7b80\u5355\u7684\u6307\u5357\u6570\u5b57\u5316\uff0c\u800c\u662f\u5bf9\u7ef4\u4fee\u4f53\u9a8c\u7684\u4e00\u6b21\u573a\u666f\u91cd\u6784\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u67e5\u9605\u201d\u8fd9\u4e00\u52a8\u4f5c\u4ece\u7ef4\u4fee\u6d41\u7a0b\u4e2d\u5265\u79bb\uff0c\u901a\u8fc7\u201c\u89c6\u89c9\u8f93\u5165+\u8bed\u97f3\u8f93\u51fa\u201d\u7684\u591a\u6a21\u6001\u95ed\u73af\uff0c\u8ba9\u7528\u6237\u7684\u6ce8\u610f\u529b\u4e0e\u53cc\u624b\u5b8c\u5168\u805a\u7126\u4e8e\u7ef4\u4fee\u64cd\u4f5c\u672c\u8eab\uff0c\u5b9e\u73b0\u4e86\u4ece\u201c\u8fb9\u770b\u8fb9\u505a\u201d\u5230\u201c\u53ea\u505a\u4e0d\u542c\u201d\u7684\u8d28\u53d8\u3002\u8fd9\u7cbe\u51c6\u51fb\u4e2d\u4e86\u4e13\u4e1a\u7ef4\u4fee\u8005\u4e43\u81f3\u666e\u901aDIY\u7528\u6237\u201c\u624b\u810f\u3001\u624b\u5fd9\u3001\u624b\u4e0d\u5f97\u95f2\u201d\u7684\u6df1\u5c42\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u7684AI\u5916\u58f3\u4e0b\uff0c\u6f5c\u85cf\u7740\u6240\u6709\u77e5\u8bc6\u9a71\u52a8\u578bAI\u4ea7\u54c1\u5171\u6709\u7684\u547d\u95e8\uff1a\u8bca\u65ad\u7684\u51c6\u786e\u6027\u4e0e\u77e5\u8bc6\u7684\u8fb9\u754c\u3002\u8bc4\u8bba\u4e2d\u5bf9\u8001\u65e7\u8bbe\u5907\u8bc6\u522b\u51c6\u786e\u6027\u7684\u8d28\u7591\uff0c\u76f4\u6307\u5176\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u7684\u5b8c\u5907\u6027\u4e0e\u6cdb\u5316\u80fd\u529b\u3002iFixit\u5e9e\u5927\u7684\u7ef4\u4fee\u5e93\u662f\u5176\u62a4\u57ce\u6cb3\uff0c\u4f46\u5982\u4f55\u5c06\u975e\u7ed3\u6784\u5316\u7684\u56fe\u6587\u77e5\u8bc6\u9ad8\u6548\u8f6c\u5316\u4e3a\u53ef\u63a8\u7406\u7684\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\uff0c\u5e76\u8986\u76d6\u957f\u5c3e\u3001\u975e\u6807\u7684\u635f\u574f\u60c5\u51b5\uff0c\u662f\u6280\u672f\u4e0a\u7684\u6301\u7eed\u6311\u6218\u3002\u6b64\u5916\uff0c\u4ea7\u54c1\u4e0e\u5f00\u6e90\u793e\u533a\u7684\u5173\u7cfb\u53ca\u6570\u636e\u4f7f\u7528\u4f26\u7406\u7684\u4e89\u8bae\uff0c\u4e5f\u6697\u793a\u7740\u5728\u5229\u7528\u793e\u533a\u667a\u6167\u5582\u517bAI\u4e0e\u56de\u9988\u793e\u533a\u4e4b\u95f4\uff0c\u9700\u8981\u66f4\u7cbe\u5de7\u7684\u5e73\u8861\u827a\u672f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cFixBot\u662f\u4e00\u6b21\u6210\u529f\u7684\u4ea7\u54c1\u5316\u201c\u8f6c\u8bd1\u201d\uff0c\u5b83\u5c06\u524d\u6cbf\u7684\u591a\u6a21\u6001AI\u6280\u672f\u201c\u8f6c\u8bd1\u201d\u4e3a\u4e00\u4e2a\u6781\u5177\u573a\u666f\u611f\u7684\u5b9e\u7528\u5de5\u5177\u3002\u4f46\u5176\u957f\u671f\u6210\u529f\u4e0d\u53d6\u51b3\u4e8eAI\u7684\u70ab\u6280\uff0c\u800c\u53d6\u51b3\u4e8e\u7ef4\u4fee\u77e5\u8bc6\u5e93\u7684\u6df1\u5ea6\u3001\u8bca\u65ad\u7684\u53ef\u9760\u6027\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u63d0\u5347\u5546\u4e1a\u6548\u7387\u7684\u540c\u65f6\uff0c\u7ef4\u7cfb\u5176\u8d56\u4ee5\u8d77\u5bb6\u7684\u793e\u533a\u7cbe\u795e\u3002\u5b83\u8bc1\u660e\u4e86AI\u5728\u5782\u76f4\u9886\u57df\u7684\u5b9e\u7528\u5316\u6f5c\u529b\uff0c\u4f46\u901a\u5f80\u201c\u4e07\u7269\u7686\u53ef\u4fee\u201d\u7684\u613f\u666f\uff0c\u9053\u8def\u4ecd\u5d0e\u5c96\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\">FixBot by iFixit<\/span>\n <\/div>\n<div class=\"comment-content\">Get hands-free guidance, visual analysis, and instant access to the world’s repair knowledge.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>The capability leap in multimodal models opens up so much imagination for vision and thinking use cases. FixBot, by iFixit, is a classic example of this.<\/p>\n<p>It uses AI to visually diagnose problems from photos and provides hands-free voice guidance grounded in their massive library of repair guides. So it can solve the real problem of needing answers when your hands are full of tools.<\/p>\n<p>iFixit <a href=\"https:\/\/www.ifixit.com\/News\/114700\/introducing-fixbot\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">put it best<\/a>:<\/p>\n<blockquote>\n<p>Your stuff belongs to you. You should be able to fix it. And now you can.<\/p>\n<\/blockquote>\n<p>I cannot think of a better ending than that.<\/p>\n<p>P.S. Interestingly, I noticed some controversy regarding the relationship between the product and the community, plus the classic issue of data and AI. We have seen similar debates from tech giants to startups over the last three years. In a time of such rapid foundational change, this discussion will continue and friction will persist, but the trend is unstoppable. The challenge for all makers has always been, and will always be, the art of balance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> Congrats on the launch! such a thoughtful direction for multimodal repair guidance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, I Fix It looks incredible! The hands-free guidance is a total game changer. How accurate is the visual analysis on really old or damaged devices?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> We support over 75,000 devices. Many of those are very old! Here’s an example for fixing stick drift on a Nintendo Switch. <a href=\"https:\/\/fixbot.ifixit.com\/chat\/0cb7d066-6215-47f9-80f2-81b54222d164\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/fixbot.ifixit.com\/chat\/0cb7d066-6215-47f9-80f2-81b54222d164<\/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<\/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\/PKR7CSJ6SAY7HL\" class=\"app-title\">The Almanac<\/a><\/p>\n<div class=\"one-liner\">Look up people and how they connect<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">98<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eAI\u9a71\u52a8\u7684\u4e2a\u4eba\u4f20\u8bb0\u5f15\u64ce\uff0c\u5728\u4f1a\u9762\u6216\u793e\u4ea4\u524d\u5feb\u901f\u7814\u7a76\u4ed6\u4eba\u65f6\uff0c\u89e3\u51b3LinkedIn\u4fe1\u606f\u5355\u8584\u3001\u7f51\u7edc\u641c\u7d22\u8017\u65f6\u4e14\u6613\u6df7\u6dc6\u540c\u540d\u8005\u7684\u75db\u70b9\uff0c10\u79d2\u5185\u751f\u6210\u6df1\u5ea6\u3001\u53ef\u6eaf\u6e90\u7684\u516c\u5171\u4eba\u7269\u6863\u6848\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed2bab7d-a878-42ac-8dcd-048f14cb6274.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c62c66e6-9014-44d7-a6b3-2852b6e85d84.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ef436581-4f4a-46de-a3f1-702e7d7f1acd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/26d2996d-d3aa-4c31-952e-fab42014a57a.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\/9d1137b3-9fd0-4881-99ff-7150a7797ce1.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=KBqFo6Hs_3g\"><source src=\"https:\/\/www.youtube.com\/watch?v=KBqFo6Hs_3g\" 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\">Social Media<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">LinkedIn<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4eba\u7269\u60c5\u62a5<\/span><br \/>\n <span class=\"tag\">AI\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u80cc\u8c03<\/span><br \/>\n <span class=\"tag\">\u5173\u7cfb\u56fe\u8c31<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u54c1\u724c<\/span><br \/>\n <span class=\"tag\">\u516c\u5f00\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u540d\u7247<\/span><br \/>\n <span class=\"tag\">\u4eba\u8109\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u8eab\u4efd\u6d88\u6b67<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u56fe\u8c31<\/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\u4ea7\u54c1\u521b\u610f\u4e0e\u754c\u9762\uff0c\u6838\u5fc3\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1.\u8d28\u7591\u516c\u5f00\u4fe1\u606f\u7684\u5b9e\u7528\u6027\u4e0e\u53ef\u9760\u6027\uff0c\u8ba4\u4e3a\u6df1\u5ea6\u4eba\u8109\u6bd4\u516c\u5f00\u8d44\u6599\u66f4\u91cd\u8981\uff1b2.\u5f3a\u70c8\u671f\u5f85\u5173\u8054LinkedIn\u5e76\u8ba4\u9886\u3001\u7f16\u8f91\u4e2a\u4eba\u9875\u9762\u7684\u529f\u80fd\uff1b3.\u8be2\u95ee\u9664\u751f\u6210\u6863\u6848\u5916\u7684\u5176\u4ed6\u4ef7\u503c\u3002\u56e2\u961f\u786e\u8ba4\u8ba4\u9886\/\u7f16\u8f91\u529f\u80fd\u6b63\u5728\u5f00\u53d1\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 The Almanac \u7784\u51c6\u7684\u662f\u201c\u793e\u4ea4\u524d\u60c5\u62a5\u51c6\u5907\u201d\u8fd9\u4e00\u771f\u5b9e\u4f46\u5fae\u5999\u7684\u573a\u666f\u3002\u5b83\u8bd5\u56fe\u7528AI\u7f1d\u5408\u516c\u5f00\u4fe1\u606f\u7684\u788e\u7247\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u8eab\u4efd\u6d88\u6b67\u201d\u548c\u201c\u6df1\u5ea6\u6316\u6398\u201d\u662f\u6280\u672f\u4e0a\u7684\u6b63\u786e\u65b9\u5411\uff0c\u4f46\u6070\u6070\u4e5f\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u77db\u76fe\uff1a**\u5b83\u5904\u7406\u7684\u662f\u6700\u516c\u5f00\u7684\u6570\u636e\uff0c\u5374\u8bd5\u56fe\u89e3\u7b54\u6700\u9700\u8981\u79c1\u4e0b\u6d1e\u5bdf\u7684\u95ee\u9898**\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u533a\u7684\u8d28\u7591\u4e00\u9488\u89c1\u8840\uff1a\u771f\u6b63\u7684\u9ad8\u4ef7\u503c\u793e\u4ea4\uff0c\u4f9d\u8d56\u7684\u662f\u975e\u516c\u5f00\u7684\u201c\u6697\u77e5\u8bc6\u201d\u2014\u2014\u4e2a\u4eba\u53e3\u7891\u3001\u5708\u5185\u8bc4\u4ef7\u3001\u771f\u5b9e\u6027\u60c5\u3002\u8fd9\u4e9b\u662fAI\u65e0\u6cd5\u4ece\u535a\u5ba2\u548c\u64ad\u5ba2\u4e2d\u6293\u53d6\u7684\u3002\u4ea7\u54c1\u76ee\u524d\u7684\u4ef7\u503c\uff0c\u66f4\u53ef\u80fd\u843d\u5728\u5bf9\u201c\u4e2d\u4f4e\u9891\u3001\u5f31\u8fde\u63a5\u201d\u5173\u7cfb\u7684\u5feb\u901f\u80cc\u666f\u6784\u5efa\u4e0a\uff0c\u6bd4\u5982\u5a92\u4f53\u91c7\u8bbf\u3001\u6295\u8d44\u521d\u6b65\u7b5b\u9009\u3001\u4f1a\u8bae\u6f14\u8bb2\u8005\u4e86\u89e3\uff0c\u4e3a\u4f7f\u7528\u8005\u63d0\u4f9b\u4e00\u4e2a\u6bd4\u7ef4\u57fa\u767e\u79d1\u66f4\u4e2a\u4eba\u5316\u3001\u6bd4\u9886\u82f1\u66f4\u751f\u52a8\u7684\u201c\u7b2c\u4e00\u5370\u8c61\u201d\u8bf4\u660e\u4e66\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5e76\u975e\u4fe1\u606f\u5e7f\u5ea6\uff0c\u800c\u662f\u201c\u53ef\u4fe1\u5ea6\u201d\u3002\u56e2\u961f\u5f3a\u8c03\u7684\u201c\u6bcf\u9879\u58f0\u660e\u7686\u6709\u5f15\u7528\u201d\u662f\u5173\u952e\uff0c\u8fd9\u4f7f\u5176\u533a\u522b\u4e8e\u5e7b\u89c9\u9891\u51fa\u7684\u901a\u7528AI\uff0c\u6784\u5efa\u4e86\u4f5c\u4e3a\u201c\u4e8b\u5b9e\u6838\u67e5\u5de5\u5177\u201d\u7684\u521d\u6b65\u4fe1\u4efb\u3002\u7136\u800c\uff0c\u8fd9\u53c8\u5f15\u5411\u53e6\u4e00\u4e2a\u98ce\u9669\uff1a\u5f53\u4e2a\u4eba\u8981\u6c42\u7f16\u8f91\u6216\u5220\u9664\u4fe1\u606f\u65f6\uff0c\u5982\u4f55\u5728\u201c\u5ba2\u89c2\u805a\u5408\u201d\u4e0e\u201c\u4e2a\u4eba\u9690\u79c1\/\u5f62\u8c61\u7ba1\u7406\u201d\u95f4\u53d6\u5f97\u5e73\u8861\uff1f\u5373\u5c06\u63a8\u51fa\u7684\u201c\u8ba4\u9886\u9875\u9762\u201d\u529f\u80fd\u5c06\u662f\u7b2c\u4e00\u4e2a\u8bd5\u91d1\u77f3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u770b\uff0c\u5b83\u53ef\u80fd\u6f14\u53d8\u4e3a\u4e00\u4e2a\u201c\u4e2a\u4eba\u516c\u5171\u4fe1\u606f\u4e2d\u5fc3\u201d\uff0c\u6210\u4e3a\u7528\u6237\u4e3b\u52a8\u7ba1\u7406\u7684\u3001\u6bd4\u9886\u82f1\u66f4\u4e30\u5bcc\u7684\u52a8\u6001\u540d\u7247\u3002\u4f46\u524d\u63d0\u662f\uff0c\u5b83\u5fc5\u987b\u4ece\u201c\u4ed6\u8005\u5ba1\u89c6\u7684\u5de5\u5177\u201d\uff0c\u8f6c\u53d8\u4e3a\u201c\u81ea\u6211\u5c55\u793a\u7684\u5e73\u53f0\u201d\uff0c\u5438\u5f15\u7528\u6237\u4e3b\u52a8\u7ef4\u62a4\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u6c38\u8fdc\u505c\u7559\u5728\u201c\u9ad8\u7ea7\u7248\u767e\u5ea6\u767e\u79d1\u201d\u7684\u5c42\u9762\uff0c\u6709\u7528\uff0c\u4f46\u96be\u4ee5\u89e6\u53ca\u793e\u4ea4\u7684\u6838\u5fc3\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\">The Almanac<\/span>\n <\/div>\n<div class=\"comment-content\">Almanac lets you type any name and instantly see a professional, public-facing profile for that person. Search yourself or anyone else, if the profile does not exist yet, you can generate it in <10s. We crawl the public web, reconcile sources, and writes a detailed, neutral biography with a profile card, timeline, and key highlights. The related-people section links connections to other people so you can quickly see how everyone is connected. Share your Almanac page as your go-to bio link.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi Product Hunt!<\/p>\n<p>We’ve all been there: You have a meeting with someone important, so you look them up. LinkedIn gives you their resume, but it doesn’t tell you who they are. You try ChatGPT, but it confuses them with a soccer player of the same name.<\/p>\n<p>That’s why we built Almanac.<\/p>\n<p>Almanac is an AI biography engine designed for depth, accuracy, and connection.<\/p>\n<p>Why is this different?<\/p>\n<p>1. It knows who’s who: We built a disambiguation engine that separates the ‘John Smith’ who codes in Python from the ‘John Smith’ who sells real estate.<\/p>\n<p>2. It is genuinely deep: We don’t just summarize their About section. Almanac reads their blog posts, podcast appearances, and the connection they have to your co-founder.<\/p>\n<p>3. Citations for everything: Every claim links back to the source.<\/p>\n<p>I’d love for you to search for yourself or your next meeting and tell me what you thought of it!<\/p>\n<p> – Rohan<\/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\/@rohans0509\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohans0509<\/a> Hi<\/p>\n<p>Your product looks amazing, just gave it an upvote!<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, this looks like a solid tool for aggregating public info on people you want to connect with. <\/p>\n<\/p>\n<p>But speaking as a user, I\u2019m a bit skeptical about the actual utility. If I\u2019m at the level where I can actually land a meeting with a VIP, I would never rely solely on public records\u2014they’re just too unreliable. <\/p>\n<p>Instead, I\u2019d always try to find a mutual contact to get the inside scoop first, and then do my research based on those specific insights.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@liusally4 that\u2019s an interesting point, could you tell me a bit more about why public sources might be unreliable? Is it that public sources don\u2019t have enough information?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great work and a real usage of ia.<\/p>\n<p>I would suggest to be able to connect with linkedin to claim the page and be able to edit it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">Hey Valentin, thank you so much. We\u2019re working on this exact feature and will be launching it soon \ud83d\ude42<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>What is the benefit of this product? (or kind of help that offers) <br \/>I understood that adding a LinkedIn profile URL would create an article (which would mean some visibility). But are there any other hidden gems?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@busmark_w_nika thanks for the comment! The article we generate has much much more information than a linkedin profile – on an average our articles have about 10-30 sources including the linkedin profile. So you can get a much better idea of the person in a glance.<\/p>\n<p>So instead of looking people up on google and manually parsing through sources on your own you can just directly read their almanac profile<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, The Almanac is seriously cool! I love the way it visualizes connections. Im curious, could it be used to map out relationships within open-source project communities too?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 idea is strong and the interface is clean. One thing I wonder is how you see this evolving for people who want more control over their public page. Will there be ways to claim or edit a profile? Excited to follow the updates.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Yes there will be, you will be able to connect your linkedin and suggest edits for your article. We\u2019re working on it and will be releasing it soon \ud83d\ude42<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/RTGEFES6ZWNK2T\" class=\"app-title\">Runathon AI<\/a><\/p>\n<div class=\"one-liner\">AI Coach That Builds and Adapts Your Running Plan<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">97<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5229\u7528AI\u6784\u5efa\u5e76\u52a8\u6001\u8c03\u6574\u8dd1\u6b65\u8ba1\u5212\u7684\u667a\u80fd\u6559\u7ec3\u5e94\u7528\uff0c\u4e3a\u8dd1\u8005\u89e3\u51b3\u4e86\u4f20\u7edf\u8bad\u7ec3\u8ba1\u5212\u50f5\u5316\u3001\u65e0\u6cd5\u6839\u636e\u4e2a\u4eba\u5b9e\u9645\u72b6\u6001\u4e0e\u8868\u73b0\u8fdb\u884c\u9002\u914d\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67f3fbcf-a55b-45c2-8fbc-b4d8485b8de8.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\/4423f8ad-dfb3-4637-82ae-5da6fba880f2.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\/f339994a-cab9-425d-ab25-d775e299ae0a.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\/7f430b43-935a-4ce9-8999-e89860852078.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\/cd6d9549-8cb0-408a-882f-e5b6da087798.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\/e7824a27-13ac-4608-bb7e-ab097bc5e3bf.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\/314345aa-865a-48c6-ab42-1a5ae7111eb1.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\/8b8ac8c2-f7f3-474c-a0a3-5b3413fdc2d9.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\/9b50adc4-90ce-49c0-ac6c-996bac79d2fd.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\/ce0bed66-905d-4995-96a7-e33e5c5b632f.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Running<\/span><br \/>\n <span class=\"tag\">Community<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5065\u8eab\u6559\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8dd1\u6b65\u8ba1\u5212<\/span><br \/>\n <span class=\"tag\">\u81ea\u9002\u5e94\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u8dd1\u6b65\u8bad\u7ec3\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u80b2<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6307\u5bfc<\/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\u4ea7\u54c1\u7406\u5ff5\u4e0e\u7b80\u6d01\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u5176\u89e3\u51b3\u4e86\u4f20\u7edf\u8ba1\u5212\u50f5\u5316\u7684\u95ee\u9898\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u5e0c\u671b\u660e\u786e\u4f24\u75c5\u7b49\u610f\u5916\u60c5\u51b5\u7684\u5e94\u5bf9\u903b\u8f91\uff1b\u5efa\u8bae\u7b80\u5316AI\u62a5\u544a\u5e76\u589e\u5f3a\u6570\u636e\u53ef\u8bfb\u6027\uff1b\u8be2\u95ee\u4e0eGarmin\u7b49\u5e73\u53f0\u7684\u6570\u636e\u540c\u6b65\u53ca\u8ba1\u5212\u624b\u52a8\u8c03\u6574\u529f\u80fd\uff1b\u63a2\u8ba8\u5176\u4e0eStrava\u7684\u7ade\u5408\u5173\u7cfb\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 Runathon AI\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u62e5\u6324\u4f46\u5b9e\u5219\u5b58\u5728\u5de8\u5927\u4f18\u5316\u7a7a\u95f4\u7684\u8d5b\u9053\uff1a\u5927\u4f17\u8dd1\u6b65\u8bad\u7ec3\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u8ba1\u5212\u751f\u6210\uff0c\u800c\u5728\u4e8e\u201c\u52a8\u6001\u9002\u5e94\u201d\u2014\u2014\u8fd9\u76f4\u51fb\u4e86\u4f20\u7edf\u8bad\u7ec3\u5e94\u7528\u201c\u8ba1\u5212\u4e0e\u6267\u884c\u8131\u8282\u201d\u7684\u547d\u95e8\u3002\u4ece\u521b\u59cb\u4eba\u81ea\u8ff0\u7684\u521b\u4f5c\u52a8\u673a\u6765\u770b\uff0c\u4ea7\u54c1\u8bd5\u56fe\u5c06\u201c\u6559\u7ec3\u201d\u7684\u51b3\u7b56\u903b\u8f91\u7b97\u6cd5\u5316\uff0c\u6839\u636e\u6bcf\u6b21\u8dd1\u6b65\u7684\u5b9e\u9645\u8868\u73b0\u53cd\u9988\u8c03\u6574\u540e\u7eed\u8ba1\u5212\uff0c\u8fd9\u6bd4\u9759\u6001\u7684\u201cCouch to 5K\u201d\u6a21\u5f0f\u6216\u4f9d\u8d56\u7528\u6237\u624b\u52a8\u8c03\u6574\u7684\u8ba1\u5212\u66f4\u5177\u524d\u77bb\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u201c\u81ea\u9002\u5e94\u201d\u7b97\u6cd5\u7684\u79d1\u5b66\u6027\u4e0e\u900f\u660e\u5ea6\u662f\u4fe1\u4efb\u57fa\u77f3\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4f24\u75c5\u5982\u4f55\u9002\u914d\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u70b9\u51fa\u4e86AI\u6559\u7ec3\u5728\u590d\u6742\u73b0\u5b9e\u60c5\u5883\uff08\u5982\u8eab\u4f53\u5f02\u5e38\u4fe1\u53f7\uff09\u4e0b\u7684\u51b3\u7b56\u74f6\u9888\u3002\u8fd9\u4e0d\u4ec5\u662f\u529f\u80fd\u95ee\u9898\uff0c\u66f4\u662f\u8d23\u4efb\u4e0e\u5b89\u5168\u8fb9\u754c\u95ee\u9898\u3002\u5176\u6b21\uff0c\u5176\u5b9a\u4f4d\u5728\u201c\u6559\u7ec3\u201d\u800c\u975e\u201c\u8bb0\u5f55\u201d\uff0c\u8bd5\u56fe\u4e0eStrava\u7b49\u5de8\u5934\u8fdb\u884c\u5dee\u5f02\u5316\u7ade\u4e89\uff0c\u7b56\u7565\u6e05\u6670\u3002\u4f46\u521b\u59cb\u4eba\u5173\u4e8eUI\u98ce\u683c\u201c\u6545\u610f\u63a5\u8fd1Strava\u201d\u4ee5\u8425\u9020\u719f\u6089\u611f\u7684\u89e3\u91ca\uff0c\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u867d\u53ef\u80fd\u964d\u4f4e\u7528\u6237\u8fc1\u79fb\u6210\u672c\uff0c\u5374\u4e5f\u524a\u5f31\u4e86\u54c1\u724c\u72ec\u7279\u6027\uff0c\u5e76\u53ef\u80fd\u5f15\u53d1\u201c\u6a21\u4eff\u8005\u201d\u800c\u975e\u201c\u98a0\u8986\u8005\u201d\u7684\u8ba4\u77e5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u7528\u6237\u7684\u6838\u5fc3\u9700\u6c42\u5df2\u4ece\u201c\u6709\u65e0AI\u201d\u5347\u7ea7\u4e3a\u201cAI\u662f\u5426\u771f\u6b63\u667a\u80fd\u4e0e\u5f00\u653e\u201d\u3002\u4ed6\u4eec\u5173\u5fc3\u6570\u636e\u4e92\u901a\uff08Garmin\u3001Apple Watch\uff09\u3001\u8ba1\u5212\u7684\u624b\u52a8\u5fae\u8c03\u6743\u9650\uff0c\u4ee5\u53ca\u62a5\u544a\u7684\u53ef\u89e3\u91ca\u6027\u3002\u8fd9\u63ed\u793a\u4e86\u4e00\u4e2a\u6df1\u5c42\u8d8b\u52bf\uff1a\u7528\u6237\u5e0c\u671bAI\u662f\u8f85\u52a9\u51b3\u7b56\u7684\u201c\u526f\u9a7e\u201d\uff0c\u800c\u975e\u5b8c\u5168\u638c\u63a7\u7684\u201c\u81ea\u52a8\u9a7e\u9a76\u201d\u3002\u4ea7\u54c1\u4e0b\u4e00\u9636\u6bb5\u7684\u80dc\u8d1f\u624b\uff0c\u6216\u8bb8\u5728\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u81ea\u52a8\u9002\u914d\u6838\u5fc3\u4f18\u52bf\u7684\u540c\u65f6\uff0c\u8d4b\u4e88\u7528\u6237\u66f4\u7075\u6d3b\u7684\u5e72\u9884\u63a5\u53e3\uff0c\u5e76\u5efa\u7acb\u66f4\u900f\u660e\u3001\u53ef\u4fe1\u7684\u8c03\u6574\u903b\u8f91\u8bf4\u660e\uff0c\u4ece\u800c\u5728\u201c\u7b97\u6cd5\u6743\u5a01\u201d\u4e0e\u201c\u7528\u6237\u81ea\u4e3b\u6027\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Runathon AI<\/span>\n <\/div>\n<div class=\"comment-content\">Smart training plans, real-time guidance, and personalised insights to help you reach your running goals faster and safer than ever before.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a smart use of AI for fitness. Real time coaching, adaptive plans, and weekly insights all in one place make the running journey feel much easier. The design looks polished and friendly too. Congrats on the launch and wishing you great traction.<\/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\/@ngocphuc_1910\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ngocphuc_1910<\/a> Hi Phuc, thank you for your kind wishes! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! \ud83d\udc4b<br \/>\nI\u2019m the creator of Runathon AI, and I’m really excited to share it with you today.<\/p>\n<p>I built this because I always struggled with training plans that never adjusted to how I was actually feeling or performing. If I had a great run, the plan stayed the same. If I had a slow or tough day, the plan still stayed the same or. It never felt like a real coach who adapts to you.<\/p>\n<p>So I created an AI running coach that builds a personalised plan based on your goal, and then automatically updates your upcoming runs based on your real performance. The idea is to make training feel more responsive, supportive, and realistic especially for everyday runners who want guidance without rigid or complicated programs.<\/p>\n<p>Some things I\u2019d love feedback on:<\/p>\n<p>Do the training suggestions feel helpful and logical?<\/p>\n<p>Is the plan adaptation clear?<\/p>\n<p>Anything confusing, missing, or frustrating?<\/p>\n<p>What features would make this feel even more like a true running coach?<\/p>\n<p>I\u2019m offering 1 free month of full access for Product Hunt users \u2014 your feedback will help shape the next version.<\/p>\n<p>Thanks so much for checking it out, and I\u2019d love to hear your thoughts, ideas, or critiques! \ud83d\ude4f\ud83c\udffd\ud83c\udfc3\u200d\u2642\ufe0f\ud83d\udcac<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kursat_keskin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kursat_keskin1<\/a> Congrats on the launch! Love the idea of a running plan that finally adapts to how you actually feel and perform.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, Runathon AI looks amazing! The real-time guidance is super cool. How does it adapt to unexpected things like a sudden injury or illness?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Hey K\u01d4r\u015fat,<\/p>\n<\/p>\n<p>Congrats on the launch!<\/p>\n<\/p>\n<p>I like the simplicity throughout the app, for example in the workout prescriptions and how you show progress (“5 of 24 workouts completed”). A lot of competitors miss the mark on this by making things too complex, especially for the typical “couch to 5k runner”. I feel like you could stretch the simplicity also to the AI Run Report by making it a bit easier to digest.<\/p>\n<\/p>\n<p>With which platforms do you integrate to pull activity data, or is this only recorded in the app? Do you also push workouts to for example Garmin or Apple watches? And do you allow “shuffling” the workouts when users don’t like what is planned?<\/p>\n<\/p>\n<p>Finally, although I like the styling, the orange theme feels a bit too close to Strava’s (especially since you’ll be competing with them\/Runna).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@aartgoossens\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aartgoossens<\/a> Hey Aart, thank you for your comment! Since the app is currently available only on the App Store (Google Play is coming soon), users can connect their Apple Watch. They can import runs directly from the watch or use the app\u2019s built-in running feature. Afterwards, they can still merge data to include heart rate, cadence, and elevation gain from their watch. I\u2019ll also be integrating Garmin in the next update.<\/p>\n<p>The system already allows users to delete a training plan and generate a new one if they don\u2019t like the plan or if their goal changes. In upcoming updates, I\u2019ll be adding training plan customisation and even better, the ability to talk with the AI to adjust only the parts you\u2019re not satisfied with.<\/p>\n<p>I agree with you about the styling, but it was intentional. Since competing with Strava is already challenging and people are very loyal to existing brands, I wanted Runathon AI to give users a similar if not better overall vibe.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does this compete with Strava? Or is it a complementary 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi Nika,<br \/>Strava is amazing for tracking and social features, no doubt about that.<br \/>But yes, my long-term goal <em>is<\/em> to compete with Strava in a specific way.<\/p>\n<p>Where Strava focuses mainly on <strong>recording<\/strong> your run, I\u2019m building a platform that focuses on <strong>improving<\/strong> your running.<\/p>\n<p>Runathon AI generates a training plan based on your goal and then <strong>updates all upcoming workouts automatically based on your actual performance<\/strong>. It\u2019s built to feel more like having a real coach, not just a logbook.<\/p>\n<\/p>\n<p>So while people can absolutely use both together today, the vision is to become a <strong>full coaching + tracking alternative<\/strong> for runners who want something more adaptive and personalised than traditional tracking apps.<\/p>\n<p>That\u2019s the direction I\u2019m building toward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JERE3SFNAD46IB\" class=\"app-title\">Korey Coding Agent Handoffs<\/a><\/p>\n<div class=\"one-liner\">Send your bugs and ideas to your favorite coding agents<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">93<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Korey\u662f\u4e00\u6b3eAI\u667a\u80fd\u4f53\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u4ece\u60f3\u6cd5\u5230\u5b9e\u73b0\u7684\u4e2d\u95f4\u6b65\u9aa4\uff0c\u5728\u8f6f\u4ef6\u4ea7\u54c1\u5f00\u53d1\u6d41\u7a0b\u4e2d\uff0c\u89e3\u51b3\u5de5\u7a0b\u5e08\u5728\u4efb\u52a1\u62c6\u89e3\u3001\u4e0a\u4e0b\u6587\u642c\u8fd0\u548c\u8de8\u5de5\u5177\u534f\u8c03\u4e0a\u8017\u65f6\u8fc7\u591a\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6df0c079-37ea-4c8f-834b-164b5f2a091e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a908cc47-aa62-4f71-b8aa-ead876d09f66.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9198b3fe-03e7-43b0-bd1d-d5dc204fc260.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/02675159-2f47-41c4-99cf-73c2ddb3e796.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/3b9f8444-0332-4421-9a55-c8c05857b311.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/CKKXF9hcsWY\"><source src=\"https:\/\/youtu.be\/CKKXF9hcsWY\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5de5\u7a0b<\/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\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u8be5\u529f\u80fd\u662f\u201c\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\u201d\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u591aAI\u7f16\u7801\u667a\u80fd\u4f53\u4efb\u52a1\u5206\u914d\u65f6\u7684\u51b2\u7a81\u5904\u7406\u903b\u8f91\u3002\u5b98\u65b9\u56de\u590d\u5f53\u524d\u652f\u6301\u624b\u52a8\u6307\u5b9a\u6216\u8bbe\u7f6e\u9ed8\u8ba4\u667a\u80fd\u4f53\uff0c\u672a\u6765\u8ba1\u5212\u901a\u8fc7\u89c4\u5219\u5f15\u64ce\u5b9e\u73b0\u66f4\u667a\u80fd\u7684\u8def\u7531\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 Korey\u7684\u201cCoding Agent Handoff\u201d\u672c\u8d28\u4e0a\u662f\u5728\u4e89\u593aAI\u539f\u751f\u65f6\u4ee3\u7684\u201c\u4ea7\u54c1\u5de5\u7a0b\u4e2d\u67a2\u201d\u5e2d\u4f4d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u4ec5\u4ec5\u662f\u4e32\u8054\u4e86\u60f3\u6cd5\u3001\u4efb\u52a1\u7ba1\u7406\u4e0eAI\u7f16\u7801\u667a\u80fd\u4f53\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5b9a\u4e49\u548c\u6807\u51c6\u5316\u201cAI\u534f\u540c\u65f6\u4ee3\u201d\u7684\u8f6f\u4ef6\u751f\u4ea7\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u751f\u6210\u4efb\u52a1\u89c4\u683c\u201d\u548c\u201c\u5206\u914d\u6267\u884c\u667a\u80fd\u4f53\u201d\u8fd9\u4e24\u4e2a\u5173\u952e\u73af\u8282\u81ea\u52a8\u5316\uff0c\u7784\u51c6\u4e86\u5f53\u524dAI\u5f00\u53d1\u5de5\u5177\u7e41\u8363\u80cc\u540e\u7684\u65b0\u75db\u70b9\uff1a\u5de5\u5177\u788e\u7247\u5316\u4e0e\u4e0a\u4e0b\u6587\u5272\u88c2\u3002\u5de5\u7a0b\u5e08\u5728Cursor\u3001Devin\u7b49\u5de5\u5177\u95f4\u624b\u52a8\u5207\u6362\u548c\u642c\u8fd0\u9700\u6c42\u7684\u6210\u672c\uff0c\u6b63\u5728\u62b5\u6d88AI\u5e26\u6765\u7684\u6548\u7387\u63d0\u5347\u3002Korey\u8bd5\u56fe\u6210\u4e3a\u667a\u80fd\u4f53\u4e16\u754c\u7684\u201c\u8c03\u5ea6\u4e2d\u5fc3\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u9887\u5177\u524d\u77bb\u6027\u7684\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5de5\u4f5c\u6d41\u7684\u201c\u9ed1\u7bb1\u5316\u201d\u98ce\u9669\u3002\u5f53AI\u8d1f\u8d23\u4ece\u9700\u6c42\u89e3\u8bfb\u5230\u4efb\u52a1\u62c6\u89e3\u7684\u5168\u94fe\u6761\u65f6\uff0c\u5982\u4f55\u786e\u4fdd\u5176\u5bf9\u590d\u6742\u3001\u6a21\u7cca\u9700\u6c42\u7684\u628a\u63e1\u7cbe\u51c6\u5ea6\uff1f\u9519\u8bef\u7684\u62c6\u89e3\u53ef\u80fd\u5bfc\u81f4\u540e\u7eed\u667a\u80fd\u4f53\u5168\u76d8\u8dd1\u504f\u3002\u5176\u6b21\uff0c\u5f53\u524d\u89e3\u51b3\u65b9\u6848\u5bf9\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7684\u903b\u8f91\u4ecd\u663e\u521d\u7ea7\uff0c\u4ec5\u9760\u7b80\u5355\u8def\u7531\u89c4\u5219\u96be\u4ee5\u5e94\u5bf9\u771f\u5b9e\u5f00\u53d1\u4e2d\u524d\u540e\u7aef\u4ea4\u7ec7\u3001\u4f9d\u8d56\u590d\u6742\u7684\u573a\u666f\u3002\u6700\u540e\uff0c\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e0a\u4e0b\u6e38\u751f\u6001\u7684\u5f00\u653e\u6027\u4e0e\u7a33\u5b9a\u6027\uff0c\u5728AI\u667a\u80fd\u4f53\u5e02\u573a\u683c\u5c40\u672a\u5b9a\u7684\u5f53\u4e0b\uff0c\u5b58\u5728\u4e00\u5b9a\u7684\u96c6\u6210\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cKorey\u4ece\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5207\u5165\uff0c\u601d\u8def\u6b63\u786e\u4e14\u75db\u70b9\u6293\u5f97\u51c6\u3002\u4f46\u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u4ece\u7b80\u5355\u7684\u201c\u7ba1\u9053\u5de5\u201d\u8fdb\u5316\u6210\u5177\u5907\u4e00\u5b9a\u9879\u76ee\u7406\u89e3\u4e0e\u534f\u8c03\u80fd\u529b\u7684\u201c\u667a\u80fd\u9879\u76ee\u7ecf\u7406\u201d\uff0c\u8fd9\u5bf9\u5176\u81ea\u8eabAI\u80fd\u529b\u7684\u6df1\u5ea6\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u505a\u8fde\u63a5\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\">Korey Coding Agent Handoffs<\/span>\n <\/div>\n<div class=\"comment-content\">Korey is an AI agent that accelerates product engineering workflows by automating the steps between idea and implementation. The new Coding Agent Handoff workflow turns ideas into specs, generates tasks, and hands them directly to coding agents like Cursor, Devin, and Jules to produce PRs. Connected to tools like GitHub Issues and Shortcut, Korey keeps work moving automatically so engineers spend less time organizing and more time shipping.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt!<\/p>\n<\/p>\n<p>We’re the team behind Shortcut. We’ve spent years watching product engineering teams lose hours to the work about work: turning ideas into specs, breaking specs into tasks, copy-pasting context into coding tools.<\/p>\n<\/p>\n<p>So we built Korey to handle it.<\/p>\n<\/p>\n<p>Today we’re launching Coding Agent Handoff. Korey connects to your project management tools (GitHub Issues, Shortcut, more soon) and your coding agents (Cursor, Devin, Jules). You go from a screenshot or conversation to a task to a PR without the back-and-forth.<\/p>\n<\/p>\n<p>How it works:<\/p>\n<ul>\n<li>\n<p>Drop in an idea, screenshot, or bug report and get back a spec<\/p>\n<\/li>\n<li>\n<p>Korey breaks it into dev-ready tasks<\/p>\n<\/li>\n<li>\n<p>Hand them off directly to your coding agents<\/p>\n<\/li>\n<li>\n<p>Track the session and PRs from inside Korey<\/p>\n<\/li>\n<\/ul>\n<p>500+ companies are already using Korey. Try it for free now at <a href=\"https:\/\/korey.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/korey.ai<\/a><\/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>Wow, Korey looks amazing! The Coding Agent Handoff is a game changer. How does it handle potential conflicts when handing off tasks to different coding agents like Cursor and Devin?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Thanks! Right now you tell it which agent you want to hand off to (or you tell Korey to remember to always hand off to a certain agent by default.) <\/p>\n<\/p>\n<p>In the future we’re planning to build out recipes support so that things like “if front-end bug -> go to Cursor” and “if all Devin sessions are exhausted -> go to Claude Code” are possible.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>We’ve been using Shortcut (and now Korey) for a long time now and appreciate the constant path of improvement, we have several users in the org who are big Korey fans \ud83d\ude42 it enabled more people to be proactive in product discussions and specs. Great job.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@itamarro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@itamarro<\/a> Thanks for the support! We love hearing that your team’s using Shortcut and Korey together \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/AHC5FIUQTRBIUY\" class=\"app-title\">HoverConvert<\/a><\/p>\n<div class=\"one-liner\"> Instant Hover Unit Converter<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">92<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3eChrome\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u901a\u8fc7\u60ac\u505c\u5373\u65f6\u68c0\u6d4b\u5e76\u8f6c\u6362\u7f51\u9875\u4e0a\u7684\u5404\u7c7b\u5355\u4f4d\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u6d4f\u89c8\u7f51\u9875\u65f6\u9700\u4e2d\u65ad\u64cd\u4f5c\u3001\u624b\u52a8\u590d\u5236\u7c98\u8d34\u5230\u8ba1\u7b97\u5668\u8fdb\u884c\u5355\u4f4d\u6362\u7b97\u7684\u6548\u7387\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9fa9fc00-01e5-4d8e-9c49-4d12c7718149.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0ec2c4c2-8281-41a2-89bc-d1ab4e1adfa7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c7071f61-5320-47cc-93f3-3fc34f542f5a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ee36b24c-d9d5-431c-ba3c-47f549fdfe99.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u5355\u4f4d\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u60ac\u505c\u64cd\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5373\u65f6\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u4ea7\u54c1\u4f53\u9a8c\u201c\u8f7b\u677e\u201d\u3002\u4e3b\u8981\u5efa\u8bae\u96c6\u4e2d\u5728\u529f\u80fd\u6269\u5c55\u4e0a\uff1a\u4e00\u662f\u5e0c\u671b\u589e\u52a0\u66f4\u591a\u5355\u4f4d\u7c7b\u578b\uff1b\u4e8c\u662f\u8be2\u95ee\u5bf9\u79d1\u5b66\u8ba1\u6570\u6cd5\u7684\u652f\u6301\uff08\u5f00\u53d1\u8005\u5df2\u786e\u8ba4\u5c06\u52a0\u5165\u540e\u7eed\u66f4\u65b0\uff09\u3002\u53e6\u6709\u7528\u6237\u4e3b\u52a8\u5bfb\u6c42\u6539\u8fdb\u8bbe\u7f6e\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 HoverConvert \u7684\u672c\u8d28\uff0c\u662f\u5c06\u4e00\u4e2a\u9ad8\u9891\u4f46\u788e\u7247\u5316\u7684\u201c\u5fae\u64cd\u4f5c\u201d\u4ece\u201c\u4e3b\u52a8\u8c03\u7528\u201d\u53d8\u4e3a\u201c\u88ab\u52a8\u54cd\u5e94\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5bf9\u7528\u6237\u201c\u5fc3\u6d41\u201d\u72b6\u6001\u7684\u4fdd\u62a4\u3002\u5b83\u6ca1\u6709\u521b\u9020\u65b0\u7684\u751f\u4ea7\u529b\uff0c\u800c\u662f\u901a\u8fc7\u8fd1\u4e4e\u96f6\u6210\u672c\u7684\u4ea4\u4e92\uff08\u60ac\u505c\uff09\uff0c\u6d88\u706d\u4e86\u5355\u4f4d\u8f6c\u6362\u8fd9\u4e2a\u52a8\u4f5c\u672c\u8eab\u6240\u5e26\u6765\u7684\u4e0a\u4e0b\u6587\u5207\u6362\u6210\u672c\u2014\u2014\u4ece\u590d\u5236\u3001\u6253\u5f00\u65b0\u6807\u7b7e\u9875\u3001\u641c\u7d22\u3001\u7c98\u8d34\u3001\u67e5\u770b\u7ed3\u679c\u5230\u8fd4\u56de\u539f\u9875\u9762\u7684\u4e00\u7cfb\u5217\u4e2d\u65ad\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u7280\u5229\u201d\u4e4b\u5904\u4e5f\u6f5c\u85cf\u7740\u53d1\u5c55\u7684\u5929\u82b1\u677f\u3002\u9996\u5148\uff0c\u5176\u6838\u5fc3\u6280\u672f\u201c\u5355\u4f4d\u81ea\u52a8\u8bc6\u522b\u201d\u5728\u590d\u6742\u6587\u672c\u73af\u5883\uff08\u5982\u6df7\u5408\u683c\u5f0f\u3001\u975e\u6807\u51c6\u7f29\u5199\u3001\u79d1\u5b66\u6587\u732e\uff09\u4e0b\u7684\u51c6\u786e\u7387\u5c06\u662f\u4f53\u9a8c\u7684\u751f\u547d\u7ebf\uff0c\u4e00\u6b21\u8bef\u8bc6\u522b\u5c31\u53ef\u80fd\u5bfc\u81f4\u7528\u6237\u4fe1\u4efb\u5d29\u584c\u3002\u5176\u6b21\uff0c\u4f5c\u4e3a\u8f7b\u91cf\u7ea7\u5de5\u5177\uff0c\u5176\u529f\u80fd\u6df1\u5ea6\u4e0e\u7528\u6237\u5b9a\u5236\u5316\u9700\u6c42\u4e4b\u95f4\u5b58\u5728\u5929\u7136\u77db\u76fe\u3002\u8bc4\u8bba\u4e2d\u7528\u6237\u5bf9\u201c\u66f4\u591a\u5355\u4f4d\u201d\u548c\u201c\u8bbe\u7f6e\u201d\u7684\u8be2\u95ee\uff0c\u5df2\u9690\u7ea6\u89e6\u53ca\u6b64\u8fb9\u754c\u3002\u5de5\u5177\u82e5\u4e00\u5473\u5806\u780c\u5355\u4f4d\u79cd\u7c7b\uff0c\u4f1a\u53d8\u5f97\u81c3\u80bf\uff1b\u82e5\u4fdd\u6301\u6781\u7b80\uff0c\u53c8\u53ef\u80fd\u65e0\u6cd5\u6ee1\u8db3\u4e13\u4e1a\u573a\u666f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u6210\u529f\uff0c\u4e0d\u5728\u4e8e\u66ff\u4ee3\u4e13\u4e1a\u7684\u6362\u7b97\u7f51\u7ad9\uff0c\u800c\u5728\u4e8e\u7528\u6781\u81f4\u7684\u201c\u61d2\u4eba\u903b\u8f91\u201d\u5360\u636e\u4e86\u6d4f\u89c8\u5668\u5185\u5373\u65f6\u6362\u7b97\u7684\u751f\u6001\u4f4d\u3002\u5176\u672a\u6765\u6311\u6218\u5728\u4e8e\uff1a\u5982\u4f55\u5728\u4fdd\u6301\u201c\u65e0\u611f\u201d\u4f53\u9a8c\u7684\u524d\u63d0\u4e0b\uff0c\u901a\u8fc7\u667a\u80fd\u8bc6\u522b\u7b97\u6cd5\u5347\u7ea7\u548c\u6709\u9650\u4f46\u7cbe\u51c6\u7684\u53ef\u914d\u7f6e\u6027\uff0c\u4ece\u201c\u597d\u7528\u7684\u5c0f\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u53ef\u9760\u7684\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u5f53\u524d\u7248\u672c\u662f\u4e00\u4e2a\u4f18\u96c5\u7684\u8d77\u70b9\uff0c\u4f46\u4e0b\u4e00\u9636\u6bb5\uff0c\u5b83\u5fc5\u987b\u5728\u201c\u7cbe\u51c6\u201d\u4e0e\u201c\u5168\u80fd\u201d\u4e4b\u95f4\u505a\u51fa\u660e\u667a\u7684\u6743\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\">HoverConvert<\/span>\n <\/div>\n<div class=\"comment-content\">Chrome Extension that convert units instantly by simply hovering over them. Temperature, metrics, imperial, and more. Fast, clean, effortless. Stop copying values into conversion calculators. HoverConvert automatically detects units on any webpage and shows conversions in a clean tooltip the moment you hover over them.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for checking out HoverConvert!<br \/>I built this because I kept wasting time converting measurements while cooking or doing quick calculations online. HoverConvert works anywhere on the web, just hover to convert units instantly.<\/p>\n<p>If you try it out, I\u2019d love feedback on two things:<\/p>\n<ol>\n<li>\n<p>Which units should be added next?<\/p>\n<\/li>\n<li>\n<p>Is there any additional settings I can add to make it better to use?<\/p>\n<\/li>\n<\/ol>\n<p>Appreciate everyone giving it a spin<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Whoa, HoverConvert is awesome! I love the effortless unit detection. Does it handle scientific notation well, especially in research papers? Im already hooked!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaydev13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaydev13<\/a> Not yet but that’s actually a great suggestion! ill add it to the next update!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/N34XRVUKXXBUVM\" class=\"app-title\">Agentfield<\/a><\/p>\n<div class=\"one-liner\">Build & scale AI \\ agents as microservices with IAM<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u751f\u4ea7\u7ea7\u5f00\u6e90\u63a7\u5236\u5e73\u9762\uff0c\u901a\u8fc7Kubernetes\u5f0f\u7684\u7f16\u6392\u4e0e\u96f6\u4fe1\u4efb\u8eab\u4efd\u5c42\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u5728\u89c4\u6a21\u5316\u90e8\u7f72\u548c\u7ba1\u7406\u81ea\u4e3b\u8f6f\u4ef6\u65f6\u7684\u5b89\u5168\u3001\u8c03\u8bd5\u4e0e\u6269\u5c55\u96be\u9898\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1e4fe009-56d4-4fd1-897c-4cd777a7e7dd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/780ba287-cbe2-4d1d-9b5a-75ed805a9d27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a15d8428-2cf4-45ed-b93b-444452f478d4.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\">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\">AI\u667a\u80fd\u4f53\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5fae\u670d\u52a1\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u96f6\u4fe1\u4efb\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u8eab\u4efd\u4e0e\u8bbf\u95ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c2\u6d4b\u6027<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea<\/span><br \/>\n <span class=\"tag\">\u81ea\u4e3b\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u7f16\u6392\u6846\u67b6<\/span><br \/>\n <span class=\"tag\">\u5206\u5e03\u5f0f\u7cfb\u7edf<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u4ea7\u54c1\u7684\u5b9e\u9645\u5e94\u7528\u80fd\u529b\uff0c\u6838\u5fc3\u95ee\u9898\u96c6\u4e2d\u5728\u4e24\u70b9\uff1a\u4e00\u662f\u4ece\u5355\u4e2a\u667a\u80fd\u4f53\u5e73\u6ed1\u6269\u5c55\u5230\u6570\u767e\u4e2a\u65f6\u662f\u5426\u9700\u8981\u91cd\u6784\uff1b\u4e8c\u662f\u5728\u591a\u667a\u80fd\u4f53\u4ea4\u4e92\u4e2d\uff0c\u5982\u4f55\u901a\u8fc7\u7b56\u7565\uff08\u800c\u975e\u81ea\u5b9a\u4e49\u4ee3\u7801\uff09\u5f3a\u5236\u6267\u884c\u4fe1\u4efb\u8fb9\u754c\u4e0e\u8bbf\u95ee\u63a7\u5236\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 Agentfield\u7684\u4eae\u76f8\uff0c\u76f4\u6307\u5f53\u524dAI\u5e94\u7528\u5f00\u53d1\u4ece\u201c\u73a9\u5177\u201d\u8fc8\u5411\u201c\u751f\u4ea7\u5de5\u5177\u201d\u8fc7\u7a0b\u4e2d\u7684\u6838\u5fc3\u65ad\u5c42\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u5df2\u663e\u81c3\u80bf\u7684\u201c\u6846\u67b6\u201d\u4e4b\u4e89\uff0c\u8f6c\u800c\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u201c\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u8fd9\u4e00\u5b9a\u4f4d\u662f\u5176\u6700\u5927\u4ef7\u503c\u6240\u5728\u3002\u5b83\u8bd5\u56fe\u56de\u7b54\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a\u5f53\u5f00\u53d1\u8005\u538c\u5026\u4e86\u590d\u6742\u62bd\u8c61\uff0c\u9009\u62e9\u76f4\u63a5\u8c03\u7528API\u7f16\u5199\u667a\u80fd\u4f53\u540e\uff0c\u968f\u4e4b\u800c\u6765\u7684\u8fd0\u7ef4\u3001\u5b89\u5168\u4e0e\u89c4\u6a21\u5316\u6311\u6218\u8be5\u5982\u4f55\u7cfb\u7edf\u6027\u5730\u89e3\u51b3\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06Kubernetes\u7684\u7f16\u6392\u7406\u5ff5\u4e0e\u96f6\u4fe1\u4efb\u5b89\u5168\u67b6\u6784\u878d\u5408\uff0c\u672c\u8d28\u4e0a\u662f\u4e3a\u79bb\u6563\u7684\u3001API\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u811a\u672c\u63d0\u4f9b\u4e86\u4e00\u5957\u5de5\u4e1a\u5316\u7684\u8fd0\u884c\u65f6\u73af\u5883\u3002\u5176\u771f\u6b63\u950b\u8292\u5728\u4e8e\u201c\u7ba1\u63a7\u201d\u800c\u975e\u201c\u521b\u9020\u201d\u3002\u5b83\u4e0d\u5173\u5fc3\u667a\u80fd\u4f53\u7684\u5185\u90e8\u903b\u8f91\uff0c\u800c\u662f\u901a\u8fc7\u5bc6\u7801\u5b66\u8eab\u4efd\u3001\u6388\u6743\u7b56\u7565\u548c\u53ef\u9a8c\u8bc1\u5ba1\u8ba1\u8ffd\u8e2a\uff0c\u5728\u667a\u80fd\u4f53\u5916\u90e8\u6784\u5efa\u4e86\u4e00\u4e2a\u53ef\u4fe1\u7684\u6267\u884c\u7f51\u683c\u3002\u8fd9\u6070\u597d\u51fb\u4e2d\u4e86\u65e9\u671f\u91c7\u7528\u8005\uff08\u5982\u8bc4\u8bba\u4e2d\u201c\u76f4\u63a5\u8c03\u7528OpenAI API\u201d\u7684\u5f00\u53d1\u8005\uff09\u5728\u5c1d\u8bd5\u89c4\u6a21\u5316\u65f6\u5fc5\u7136\u906d\u9047\u7684\u75db\u70b9\uff1a\u6df7\u4e71\u7684\u6743\u9650\u3001\u8106\u5f31\u7684\u4ea4\u4e92\u3001\u6df1\u591c\u7684\u8c03\u8bd5\u5669\u68a6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5e02\u573a\u6559\u80b2\u6210\u672c\u9ad8\uff0c\u9700\u8981\u8bf4\u670d\u5d07\u5c1a\u201c\u7b80\u5355\u76f4\u63a5\u201d\u7684\u5f00\u53d1\u8005\u63a5\u53d7\u4e00\u5957\u65b0\u57fa\u7840\u8bbe\u65bd\u7684\u590d\u6742\u5ea6\u3002\u5176\u6b21\uff0c\u5728\u667a\u80fd\u4f53\u8303\u5f0f\u672c\u8eab\u5feb\u901f\u6f14\u8fdb\u7684\u5f53\u4e0b\uff0c\u5b9a\u4e49\u4e00\u5957\u7a33\u5b9a\u3001\u666e\u9002\u7684\u201c\u6267\u884c\u4e0e\u8eab\u4efd\u6a21\u578b\u201d\u9700\u8981\u6781\u9ad8\u7684\u67b6\u6784\u524d\u77bb\u6027\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u5f00\u6e90\u9879\u76ee\uff0c\u5176\u6210\u529f\u5c06\u6781\u5ea6\u4f9d\u8d56\u751f\u6001\u7684\u6784\u5efa\u2014\u2014\u80fd\u5426\u56f4\u7ed5\u5176\u201c\u63a7\u5236\u5e73\u9762\u201d\u5f62\u6210\u4e30\u5bcc\u7684\u5de5\u5177\u94fe\u4e0e\u6700\u4f73\u5b9e\u8df5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cAgentfield\u662f\u4e00\u6b21\u6781\u5177\u9488\u5bf9\u6027\u7684\u4f9b\u7ed9\u4fa7\u6539\u9769\u3002\u5b83\u5e76\u975e\u53c8\u4e00\u4e2aLLM\u5305\u88c5\u5668\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u667a\u80fd\u4f53\u65f6\u4ee3\u7684\u201cSpring Cloud\u201d\u6216\u201c\u670d\u52a1\u7f51\u683c\u201d\uff0c\u5176\u4ef7\u503c\u80fd\u5426\u5151\u73b0\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5438\u5f15\u5230\u90a3\u4e9b\u771f\u6b63\u9762\u4e34\u751f\u4ea7\u75db\u70b9\u7684\u56e2\u961f\uff0c\u5e76\u5171\u540c\u5b8c\u6210\u4ece\u6982\u5ff5\u9a8c\u8bc1\u5230\u5173\u952e\u4e1a\u52a1\u8d1f\u8f7d\u7684\u8270\u96be\u8de8\u8d8a\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Agentfield<\/span>\n <\/div>\n<div class=\"comment-content\">Open-source control plane for production-grade autonomous software. It unifies a Kubernetes-style Agent Execution and Scaling Fabric with an in-built Zero-Trust Identity and Auth Layer. This provides the complete backend system to deploy agents as distributed microservices and enforce trust at every step with cryptographic identity, authorization policies, and verifiable audit trails.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH! \ud83d\udc4b<\/p>\n<p>If you’ve ever said “I’m just going to call the OpenAI API directly”, this is for you.<\/p>\n<p>We get it. You ditched LangChain because you were tired of fighting 5 layers of abstraction to change one thing. You don’t need a framework to write f-strings.<\/p>\n<p>Six months ago, we asked ourselves: What would agent infrastructure look like if we designed it from scratch with production in mind?<\/p>\n<\/p>\n<p>Not another agent framework. Not another LLM wrapper. Real infrastructure.<\/p>\n<p>When your agents are just Python\/TS scripts calling APIs, how do you:<br \/>– Know which agent can talk to what?<br \/>– Stop one agent from accessing another’s data?<br \/>– Debug when an agent chain fails at 3am?<br \/>– Scale from 1 agent to 10k?<\/p>\n<p><strong>Agentfield gives you the infrastructure without the framework.<\/strong><\/p>\n<p>Think of it as:<br \/>\u2022 The scaling fabric for agents as microservices (K8s-style, not DIY)<br \/>\u2022 The identity layer your agents are missing (cryptographic, not “just trust me”)<br \/>\u2022 The authorization your API calls need (policy enforcement, not guidelines)<\/p>\n<p>We’re not telling you HOW to build agents. Build them however you want. We just make them production-ready.<\/p>\n<p><strong>Open-source, Apache 2.0 licensed.<\/strong><\/p>\n<p><em>For the “just use the API” crowd: What’s your current production setup look like?<\/em><\/p>\n<p>Here all day! \ud83d\udee0<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@santosh_radha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santosh_radha<\/a> Can this scale smoothly from a single agent to hundreds without rewriting everything? Curious.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santosh_radha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santosh_radha<\/a> Congrats on the launch! Agentfield looks powerful. <\/p>\n<p>I’m wondering how it handles trust bounderies when multiple agents are interacting with each other. Can policies be enforced for agent-to-agent call without adding custom logic in script?<\/p>\n<\/p>\n<p>Anyways, best of luck! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>cool!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5Z4TXHUXDZ3LGR\" class=\"app-title\">Guess Whale<\/a><\/p>\n<div class=\"one-liner\">Guess the prompt and commune with the machines<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u201c\u731c\u6d4bAI\u751f\u6210\u56fe\u50cf\u7684\u63d0\u793a\u8bcd\u201d\u6765\u53cd\u5411\u57f9\u517bAI\u601d\u7ef4\u76f4\u89c9\u7684\u4f11\u95f2\u6e38\u620f\uff0c\u5728\u8f7b\u677e\u7684\u6e38\u620f\u573a\u666f\u4e2d\uff0c\u964d\u4f4e\u4e86\u516c\u4f17\u7406\u89e3AI\u56fe\u50cf\u751f\u6210\u539f\u7406\u7684\u95e8\u69db\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/935f18e1-5822-4c0c-b26a-9e71ebebde3a.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/O4tEroJq7PE?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/O4tEroJq7PE?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/563aeb05-dad4-498d-bfdd-ad5d2aba98aa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5f3c5194-1b95-41c8-ac3c-a535732d52cf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/471efd00-41d1-4ee1-93ee-2e34fb9d3548.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span><br \/>\n <span class=\"tag\">Games<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7d20\u517b\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u63d0\u793a\u8bcd\u731c\u8c1c<\/span><br \/>\n <span class=\"tag\">\u9006\u5411\u5de5\u7a0b<\/span><br \/>\n <span class=\"tag\">\u6bcf\u65e5\u6311\u6218<\/span><br \/>\n <span class=\"tag\">Wordle-like<\/span><br \/>\n <span class=\"tag\">\u4f11\u95f2\u76ca\u667a<\/span><br \/>\n <span class=\"tag\">AI\u6559\u80b2<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53c2\u4e0e<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5316\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u751f\u6210\u5f0fAI<\/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\u6784\u601d\u5de7\u5999\uff0c\u7ffb\u8f6c\u4e86\u4f20\u7edf\u7684AI\u4ea4\u4e92\u6a21\u5f0f\uff0cUI\u7cbe\u81f4\u4e14\u5177\u6709\u5438\u5f15\u529b\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1. \u5bf9\u6e38\u620f\u96be\u5ea6\u7b49\u7ea7\u5e73\u8861\u6027\u7684\u597d\u5947\uff1b2. \u5e0c\u671b\u589e\u52a0\u4e0e\u670b\u53cb\u5206\u4eab\u6311\u6218\u3001\u8fdb\u884c\u7ade\u8d5b\u7684\u793e\u4ea4\u529f\u80fd\uff1b3. \u8ba4\u53ef\u5176\u53ef\u80fd\u5f62\u6210\u50cfWordle\u4e00\u6837\u7684\u6bcf\u65e5\u4e60\u60ef\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 Guess Whale \u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u7528\u4e00\u4e2a\u7cbe\u5de7\u7684\u6e38\u620f\u5316\u5916\u58f3\uff0c\u5305\u88f9\u4e86\u4e00\u4e2a\u4e25\u8083\u7684\u201cAI\u795b\u9b45\u201d\u5185\u6838\u3002\u5728\u751f\u6210\u5f0fAI\u88ab\u8fc7\u5ea6\u795e\u5316\u4e3a\u201c\u8f93\u5165\u5492\u8bed\uff0c\u8f93\u51fa\u5947\u8ff9\u201d\u7684\u5f53\u4e0b\uff0c\u5b83\u901a\u8fc7\u201c\u9006\u5411\u5de5\u7a0b\u201d\u7684\u73a9\u6cd5\uff0c\u5f3a\u5236\u7528\u6237\u8fdb\u884c\u4e00\u573a\u601d\u7ef4\u8bad\u7ec3\uff1a\u4ece\u7ed3\u679c\uff08\u56fe\u50cf\uff09\u53cd\u63a8\u539f\u56e0\uff08\u63d0\u793a\u8bcd\uff09\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u672c\u8d28\u4e0a\u662f\u5728\u5f15\u5bfc\u7528\u6237\u89e3\u6784AI\u7684\u201c\u9ed1\u7bb1\u201d\uff0c\u7406\u89e3\u98ce\u683c\u3001\u7269\u4f53\u3001\u6784\u56fe\u7b49\u5143\u7d20\u4e0e\u6587\u672c\u63cf\u8ff0\u4e4b\u95f4\u7684\u7edf\u8ba1\u5173\u8054\uff0c\u800c\u975e\u9b54\u6cd5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u5728\u201c\u731c\u8bcd\u201d\u6e38\u620f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u63d0\u4f9b\u4e86\u4e00\u79cd\u96f6\u95e8\u69db\u3001\u9ad8\u7c98\u6027\u7684\u201cAI\u7d20\u517b\u201d\u666e\u53ca\u65b9\u6848\u3002\u5b83\u5c06\u539f\u672c\u67af\u71e5\u3001\u6280\u672f\u6027\u7684\u201c\u63d0\u793a\u8bcd\u5de5\u7a0b\u201d\u77e5\u8bc6\uff0c\u8f6c\u5316\u4e3a\u53ef\u611f\u77e5\u3001\u53ef\u8fed\u4ee3\u7684\u6e38\u620f\u76ee\u6807\uff08\u661f\u661f\u3001\u6536\u96c6\u54c1\uff09\u548c\u793e\u4ea4\u8d27\u5e01\uff08\u6bcf\u65e5\u6392\u884c\u699c\uff09\u3002\u8fd9\u6bd4\u4efb\u4f55\u6559\u7a0b\u90fd\u66f4\u6709\u6548\u3002\u7136\u800c\uff0c\u5176\u957f\u671f\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\uff1a\u6e38\u620f\u7684\u6838\u5fc3\u4f53\u9a8c\u9ad8\u5ea6\u4f9d\u8d56\u63d0\u793a\u8bcd-\u56fe\u50cf\u5bf9\u7684\u6570\u636e\u96c6\u8d28\u91cf\u548c\u591a\u6837\u6027\u3002\u4e00\u65e6\u73a9\u5bb6\u6478\u6e05\u5957\u8def\u6216\u6570\u636e\u96c6\u67af\u7aed\uff0c\u65b0\u9c9c\u611f\u548c\u6559\u80b2\u610f\u4e49\u4f1a\u8fc5\u901f\u8870\u51cf\u3002\u6b64\u5916\uff0c\u5b83\u76ee\u524d\u57f9\u517b\u7684\u66f4\u591a\u662f\u5bf9\u73b0\u6709\u6a21\u578b\uff08\u5f88\u53ef\u80fd\u662fMidjourney\u6216DALL-E\u98ce\u683c\uff09\u7684\u201c\u76f4\u89c9\u201d\uff0c\u8fd9\u662f\u4e00\u79cd\u5bf9\u7279\u5b9aAI\u7cfb\u7edf\u884c\u4e3a\u7684\u9002\u5e94\uff0c\u800c\u975e\u5bf9\u901a\u7528AI\u539f\u7406\u7684\u6df1\u523b\u7406\u89e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672a\u6765\uff0c\u82e5\u80fd\u5c06\u73a9\u6cd5\u4ece\u201c\u731c\u5bf9\u6807\u51c6\u7b54\u6848\u201d\u62d3\u5c55\u5230\u201c\u63a2\u7d22\u63d0\u793a\u8bcd\u7684\u8fb9\u754c\u4e0e\u521b\u9020\u6027\u7ec4\u5408\u201d\uff0c\u6216\u8bb8\u80fd\u4ece\u201cAI\u731c\u8c1c\u6e38\u620f\u201d\u5347\u7ef4\u4e3a\u201cAI\u601d\u7ef4\u8bad\u7ec3\u5de5\u5177\u201d\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u6781\u5177\u521b\u610f\u7684\u5e02\u573a\u5207\u5165\u70b9\u548c\u7528\u6237\u6559\u80b2\u5165\u53e3\uff0c\u4f46\u82e5\u8981\u7ef4\u6301\u957f\u671f\u751f\u547d\u529b\uff0c\u5fc5\u987b\u5728\u5185\u5bb9\u6df1\u5ea6\u548c\u793e\u4ea4\u7ef4\u5ea6\u4e0a\u5feb\u901f\u8fed\u4ee3\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\">Guess Whale<\/span>\n <\/div>\n<div class=\"comment-content\">Guess Whale flips generative AI on its head: you don\u2019t create the prompt, you guess it! Each round challenges players to reverse-engineer an AI-generated image. Play unlimited free rounds across three difficulty levels, earn stars to unlock collectible whale icons, and compete in a daily Wordle-style challenge where everyone solves the same image each day. A fun, accessible way to build intuition for how AI thinks.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Most AI products focus on creating prompts, but flipping the experience and making people guess the prompt is genuinely clever. The daily challenge and leaderboard create a really fun Wordle style habit loop.<\/p>\n<\/p>\n<p>I can see this becoming one of those games people open every morning to train their intuition for how AI thinks. The UI feels very polished and the whale character is really charming.<\/p>\n<\/p>\n<p>Congratulations to the team on the launch. Excited to see where you take this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ngocphuc_1910\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ngocphuc_1910<\/a> Appreciate the support Phuc! I don’t even know how you found my Founder tiktok, but genuinely delighted from the DM you sent me man, making products is one of me and <a href=\"https:\/\/www.producthunt.com\/@elliot_choi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elliot_choi<\/a> ‘s favorite things to do, so it’s great to get feedback from folks like yourself!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Hey Product Hunt \ud83d\udc4b<br \/>\nMy team @elliot_choi and @achen_design and I built Guess Whale after realizing that while AI image generation is everywhere, most people still treat it like magic. Prompt engineering felt powerful, but weirdly inaccessible.<\/p>\n<p>So instead of asking people to write better prompts, we flipped the problem. What if you had to guess the prompt instead?<\/p>\n<p>Guess Whale started as a quick experiment to make AI literacy playful. Along the way, it evolved into a Wordle-style daily challenge, difficulty tiers, and light progression with collectible whales to keep it fun rather than technical.<\/p>\n<p>Would love feedback on:<br \/>\n\u2022 Which difficulty feels most satisfying<br \/>\n\u2022 How the daily challenge compares to Wordle<br \/>\n\u2022 What new modes you would want to see next<\/p>\n<p>Happy to answer any questions. Thanks for checking it out \ud83d\udc0b<\/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\/@elliot_choi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elliot_choi<\/a>  <a href=\"https:\/\/www.producthunt.com\/@achen_design\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@achen_design<\/a>  <a href=\"https:\/\/www.producthunt.com\/@jorrel_s\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jorrel_s<\/a> Congrats on the launch! Curious which difficulty level players tend to find the \u201caha\u201d moment most satisfying 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@elliot_choi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elliot_choi<\/a>  <a href=\"https:\/\/www.producthunt.com\/@achen_design\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@achen_design<\/a>  <a href=\"https:\/\/www.producthunt.com\/@jorrel_s\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jorrel_s<\/a> Any plans for sharing challenges with friends? Could be a fun mini competition<\/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<\/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\/L3S56D6ZMJQTPL\" class=\"app-title\">Nimbalyst Beta<\/a><\/p>\n<div class=\"one-liner\">Local, WYSIWYG markdown and mockup editor for Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">87<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Nimbalyst\u662f\u4e00\u6b3e\u672c\u5730WYSIWYG\u7f16\u8f91\u4e0e\u4f1a\u8bdd\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u5728\u7edf\u4e00\u73af\u5883\u4e2d\u4e0eClaude Code\u8fed\u4ee3\u5904\u7406\u6587\u6863\u3001\u7ebf\u6846\u56fe\u548c\u4ee3\u7801\uff0c\u89e3\u51b3\u4e86AI\u7f16\u7a0b\u52a9\u624b\u5728\u8de8\u6587\u6863\u3001\u89c6\u89c9\u5143\u7d20\u548c\u4ee3\u7801\u95f4\u5de5\u4f5c\u6d41\u5272\u88c2\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7a77b389-2572-4e13-b23c-6935e65e9c0d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/acafaea3-c784-44dd-a69e-945fb1cb164c.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\/f49e12c4-151b-4337-9720-3bca7b3de963.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\/8ae29ff1-982d-4a70-b49e-559111d1eb11.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=uXveO-ICNoU\"><source src=\"https:\/\/www.youtube.com\/watch?v=uXveO-ICNoU\" 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\">Productivity<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u672c\u5730Markdown\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u56fe\u8868\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bdd\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">WYSIWYG\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">Claude Code\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u8fed\u4ee3<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Beta\u8f6f\u4ef6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u80af\u5b9a\u5176\u7edf\u4e00\u5de5\u4f5c\u6d41\u3001\u63d0\u5347\u6548\u7387\u7684\u4ef7\u503c\uff0c\u754c\u9762\u8bbe\u8ba1\u83b7\u8d5e\u3002\u4e3b\u8981\u5efa\u8bae\u4e0e\u62c5\u5fe7\u5305\u62ec\uff1a\u5bfc\u822a\u9700\u4fdd\u6301\u7b80\u6d01\u3001\u754c\u9762\u5e03\u5c40\u9700\u9632\u4fe1\u606f\u8fc7\u8f7d\u3001\u957f\u671f\u4f1a\u8bdd\u7684\u7a33\u5b9a\u6027\u81f3\u5173\u91cd\u8981\uff0c\u4ee5\u53ca\u5bf9\u672a\u6765\u56e2\u961f\u534f\u4f5c\u529f\u80fd\u7684\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Nimbalyst Beta\u7684\u4eae\u76f8\uff0c\u76f4\u6307\u5f53\u524dAI\u7f16\u7a0b\u52a9\u624b\u751f\u6001\u4e2d\u7684\u4e00\u4e2a\u5173\u952e\u7f1d\u9699\uff1a\u4e0a\u4e0b\u6587\u788e\u7247\u5316\u3002\u5de5\u5177\u5c06Claude Code\u7684\u4ea4\u4e92\u4ece\u79bb\u6563\u7684\u4ee3\u7801\u7247\u6bb5\u6216\u804a\u5929\u7a97\u53e3\uff0c\u951a\u5b9a\u5230\u4e86\u4e00\u4e2a\u6301\u7eed\u3001\u53ef\u89c6\u3001\u591a\u6a21\u6001\u7684\u672c\u5730\u6587\u6863\u73af\u5883\u4e2d\u3002\u5176\u5ba3\u79f0\u7684\u201c\u6784\u5efa\u5b8c\u6574\u4e0a\u4e0b\u6587\u5e76\u8fed\u4ee3\u201d\u662f\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\uff0c\u8fd9\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u805a\u5408\uff0c\u800c\u662f\u8bd5\u56fe\u91cd\u5851\u4eba\u673a\u534f\u4f5c\u7684\u201c\u5de5\u4f5c\u5e73\u9762\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u65e9\u671f\u7528\u6237\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u5176\u6f5c\u529b\u4e0e\u98ce\u9669\u3002\u6548\u7387\u63d0\u5347\u662f\u5373\u65f6\u6536\u76ca\uff0c\u4f46\u201c\u7a33\u5b9a\u6027\u6210\u4e3a\u4e00\u5207\u201d\u548c\u201c\u5e03\u5c40\u9700\u5e73\u8861\u4ee5\u9632\u8fc7\u8f7d\u201d\u7684\u8bc4\u8bba\uff0c\u5219\u70b9\u51fa\u4e86\u6b64\u7c7b\u6df1\u5ea6\u96c6\u6210\u5de5\u5177\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\u3002\u5f53\u5de5\u4f5c\u6d41\u5b8c\u5168\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u6301\u7eed\u4f1a\u8bdd\u548c\u7edf\u4e00\u754c\u9762\u65f6\uff0c\u5de5\u5177\u7684\u9c81\u68d2\u6027\u3001\u6027\u80fd\u548c\u4fe1\u606f\u67b6\u6784\u8bbe\u8ba1\u5c31\u4ece\u672a\u5982\u6b64\u91cd\u8981\u2014\u2014\u4e00\u6b21\u5d29\u6e83\u6216\u6df7\u4e71\u7684\u5e03\u5c40\uff0c\u4ee3\u4ef7\u53ef\u80fd\u662f\u6574\u4e2a\u601d\u7ef4\u94fe\u7684\u4e2d\u65ad\u3002\u521b\u59cb\u56e2\u961f\u62e5\u6709\u88ab\u6536\u8d2d\u7684\u521b\u4e1a\u80cc\u666f\uff0c\u8fd9\u6216\u8bb8\u610f\u5473\u7740\u5bf9\u4ea7\u54c1\u5316\u4e0e\u7a33\u5b9a\u6027\u7684\u7406\u89e3\u66f4\u6df1\uff0c\u4f46\u6311\u6218\u4f9d\u7136\u5de8\u5927\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cNimbalyst\u662f\u5728\u4e0e\u4e3b\u6d41IDE\uff08\u5982Cursor\uff09\u548c\u7b14\u8bb0\u5de5\u5177\uff08\u5982Obsidian\uff09\u4e89\u593aAI\u539f\u751f\u5de5\u4f5c\u6d41\u7684\u201c\u4e2d\u5fc3\u8282\u70b9\u201d\u4f4d\u7f6e\u3002\u5b83\u7684\u8d4c\u6ce8\u5728\u4e8e\uff1a\u5bf9\u4e8eClaude Code\u7684\u91cd\u5ea6\u7528\u6237\u800c\u8a00\uff0c\u4e00\u4e2a\u4e13\u4e3a\u201c\u8fed\u4ee3\u6784\u5efa\u4e0a\u4e0b\u6587\u201d\u800c\u751f\u7684\u3001\u878d\u5408\u4e86\u6587\u6863\u3001\u8349\u7a3f\u4e0e\u4ee3\u7801\u7684\u6c89\u6d78\u5f0f\u73af\u5883\uff0c\u5176\u589e\u76ca\u5c06\u8fdc\u8d85\u5728\u591a\u4e2a\u4f18\u5316\u7a0b\u5ea6\u4e0d\u4e00\u3001\u5f7c\u6b64\u5272\u88c2\u7684\u4e13\u4e1a\u5de5\u5177\u95f4\u5207\u6362\u7684\u6210\u672c\u3002\u7136\u800c\uff0c\u5176\u201c\u672c\u5730\u3001\u514d\u8d39\u3001\u4f46\u4e0d\u5f00\u6e90\u201d\u7684\u6a21\u5f0f\uff0c\u5728\u5438\u5f15\u65e9\u671f\u7528\u6237\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u4e3a\u672a\u6765\u7684\u751f\u6001\u6269\u5c55\u548c\u4fe1\u4efb\u5efa\u7acb\u8bbe\u4e0b\u9690\u5f62\u95e8\u69db\u3002\u5b83\u80fd\u5426\u4ece\u4e00\u6b3e\u4f18\u79c0\u7684Claude Code\u4f34\u4fa3\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u4e0d\u53ef\u66ff\u4ee3\u7684AI\u534f\u4f5c\u5e73\u53f0\uff0c\u53d6\u51b3\u4e8e\u5b83\u5982\u4f55\u5e94\u5bf9\u7a33\u5b9a\u6027\u3001\u590d\u6742\u573a\u666f\u4e0b\u7684\u7528\u6237\u4f53\u9a8c\u4ee5\u53ca\u672a\u6765\u7684\u534f\u4f5c\u67b6\u6784\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\">Nimbalyst Beta<\/span>\n <\/div>\n<div class=\"comment-content\">You get the best results with Claude Code when you iterate with it to build full context. Nimbalyst is the local editor and session manager where you iterate with Claude Code on WYSIWYG markdown docs, mockups, diagrams, and code. This is the launch of Nimbalyst’s Beta.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nimbalyst feels like a real breakthrough for anyone who works with Claude Code. The local WYSIWYG editor for markdown, mockups, and diagrams makes the whole workflow feel much smoother and more intentional. The interface looks clean and well thought out and I can see this saving teams a lot of time. Congrats on the launch and wishing you a great day ahead.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ngocphuc_1910\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ngocphuc_1910<\/a> Thanks so much! Please reach out any time with feedback and ideas. Also, join our discord for support and discussion <a href=\"https:\/\/discord.gg\/FgD9S2MCYB\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/discord.gg\/FgD9S2MCYB<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>jumping between code and visual elements without switching tools saves time, though navigation should stay simple.<\/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\/@shawn_idrees\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shawn_idrees<\/a> thanks Shawn. Let me know any enhancements on the navigation or places where it feels complex. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello Product Hunt! We are Karl, Greg, Jordan, and Q, the founders and some of the key team behind Evergage which Salesforce bought in 2020. <\/p>\n<p>Nimbalyst is in Beta, local, free, but not open source. We would love to discuss it here with you and have you try it and give us feedback. <\/p>\n<p>We have been getting the best results with Claude Code when we iterate with it to build full context and then use and update that context as we work. So, we built Nimbalyst to maximize our (and your) ability to iterate and build context:<\/p>\n<ul>\n<li>\n<p>Work with Claude Code to write\/edit WYSIWYG markdown. Approve AI changes<\/p>\n<\/li>\n<li>\n<p>Integrate mermaid diagrams, text, tables, mockups, images<\/p>\n<\/li>\n<li>\n<p>Annotate the mockups, iterate on html mockups with Claude Code, <\/p>\n<\/li>\n<li>\n<p>Tie sessions to documents, resume sessions, run in parallel<\/p>\n<\/li>\n<li>\n<p>Code with Claude Code<\/p>\n<\/li>\n<\/ul>\n<p>We love this product and are proud of it. We use Nimbalyst to build Nimbalyst, one of us as Product Manager\/Marketer\/Biz person and the others as developers.<\/p>\n<p>We are excited to show it to the Product Hunt community and, again, we would love your feedback and ideas.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@karl_wirth\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@karl_wirth<\/a> Mermaid diagrams inside the tool? That\u2019s awesome, been wanting something like this for a while<\/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>Such an awesome tool! Claude Code is so incredible but using it for document based work is only so-so<\/p>\n<ol>\n<li>\n<p>With Obsidian, the markdown is nice but the terminal and the docs are disconnected<\/p>\n<\/li>\n<li>\n<p>With IDEs like Cursor, the terminal and docs are connected but editing sucks<\/p>\n<\/li>\n<\/ol>\n<p>Nimbalyst gives the best of both worlds. Huge fan.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@stealthystork\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stealthystork<\/a> Thanks Carl!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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 focus on long iterative sessions with an AI assistant sounds powerful, but stability becomes everything in that setup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shania_jennings\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shania_jennings<\/a> Agreed. We have prioritized making sure Nimbalyst is rock solid from a stability. It doesn’t crash, but even if it does, we have database backup and recovery already implemented. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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>Having mockups and diagrams in the same space as code feels efficient, but it get it overwhelming if the layout isn\u2019t balanced.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@new_user___32820255110fbd0979bddd1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@new_user___32820255110fbd0979bddd1<\/a> Thanks. We’d love your feedback on the 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>building context in one unified place helps workflow flow better, but I\u2019d love to see how well it handles bigger teams later on.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@saturnina_brigante\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@saturnina_brigante<\/a> Yes. Beta users are asking for this. We have ideas \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ \u4e3a\u6240\u6709\u53ef\u70b9\u51fb\u5143\u7d20\u6dfb\u52a0\u89e6\u6478\u53cd\u9988\n const clickableElements = document.querySelectorAll(\n '.media-content, .close, .video-overlay, .play-icon'\n );<\/p>\n<p> clickableElements.forEach(el => {\n el.style.touchAction = 'manipulation'; \/\/ \u9632\u6b62\u53cc\u51fb\u7f29\u653e\n });\n }\n }<\/p>\n<p> \/\/ \u4e3a\u6240\u6709\u56fe\u7247\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\n const images = document.querySelectorAll(\"img.media-content\");\n images.forEach(img => {\n img.onclick = function() {\n modal.style.display = \"block\";\n modalImg.src = this.src;\n \/\/ \u963b\u6b62\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"hidden\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n img.addEventListener('touchstart', function(e) {\n \/\/ \u9632\u6b62\u89e6\u6478\u4e8b\u4ef6\u89e6\u53d1\u4e0d\u5fc5\u8981\u7684\u884c\u4e3a\n e.preventDefault();\n this.click();\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6 - \u8df3\u8f6c\u5230\u89c6\u9891URL\n const videos = document.querySelectorAll(\"video.media-content\");\n videos.forEach(video => {\n \/\/ \u70b9\u51fb\u89c6\u9891\u672c\u8eab\u65f6\u8df3\u8f6c\u5230\u89c6\u9891URL\n video.onclick = function(e) {\n \/\/ \u68c0\u67e5\u70b9\u51fb\u76ee\u6807\u662f\u5426\u662f\u89c6\u9891\u63a7\u4ef6\u6216\u5176\u5b50\u5143\u7d20\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> \/\/ \u5411\u4e0a\u904d\u5386DOM\uff0c\u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\u5143\u7d20\n while (target && target !== this) {\n \/\/ \u68c0\u67e5\u662f\u5426\u6709\u63a7\u4ef6\u76f8\u5173\u7684\u7c7b\u540d\u6216\u5c5e\u6027\n if (target.classList.contains('video-js') || \n target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.tagName.toLowerCase() === 'select' ||\n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> \/\/ \u53ea\u6709\u5f53\u70b9\u51fb\u7684\u662f\u89c6\u9891\u672c\u8eab\u800c\u975e\u63a7\u4ef6\u65f6\u624d\u8df3\u8f6c\n if (!isControlClick && e.target.tagName.toLowerCase() === 'video') {\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n video.addEventListener('touchstart', function(e) {\n \/\/ \u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> while (target && target !== this) {\n if (target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> if (!isControlClick) {\n e.preventDefault();\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u906e\u7f69\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\uff0c\u786e\u4fdd\u70b9\u51fb\u906e\u7f69\u4e5f\u80fd\u8df3\u8f6c\n const videoOverlays = document.querySelectorAll('.video-overlay');\n videoOverlays.forEach(overlay => {\n overlay.onclick = function(e) {\n \/\/ \u963b\u6b62\u4e8b\u4ef6\u5192\u6ce1\u5230\u89c6\u9891\u5143\u7d20\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n overlay.addEventListener('touchstart', function(e) {\n e.preventDefault();\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u5173\u95ed\u6a21\u6001\u6846\n closeBtn.onclick = function() {\n modal.style.display = \"none\";\n \/\/ \u6062\u590d\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"auto\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n closeBtn.addEventListener('touchstart', function(e) {\n e.preventDefault();\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }, { passive: false });\n }<\/p>\n<p> \/\/ \u70b9\u51fb\u6a21\u6001\u6846\u5916\u90e8\u5173\u95ed\n window.onclick = function(event) {\n if (event.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n modal.addEventListener('touchstart', function(e) {\n if (e.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }, { passive: true });\n }<\/p>\n<p> \/\/ \u6309ESC\u952e\u5173\u95ed\u6a21\u6001\u6846\n document.addEventListener('keydown', function(event) {\n if (event.key === 'Escape' && modal.style.display === 'block') {\n modal.style.display = 'none';\n document.body.style.overflow = \"auto\";\n }\n });<\/p>\n<p> \/\/ \u68c0\u67e5\u6bcf\u4e2a\u5a92\u4f53\u753b\u5eca\u4e2d\u662f\u5426\u53ea\u6709\u4e00\u4e2a\u9879\u76ee\uff0c\u5982\u679c\u662f\uff0c\u6dfb\u52a0single-item\u7c7b\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n }\n });<\/p>\n<p> \/\/ \u521d\u59cb\u5316\u89e6\u6478\u4f18\u5316\n addTouchOptimization();<\/p>\n<p> \/\/ \u7a97\u53e3\u5927\u5c0f\u53d8\u5316\u65f6\u91cd\u65b0\u68c0\u67e5\u753b\u5eca\u72b6\u6001\n window.addEventListener('resize', function() {\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n } else {\n gallery.classList.remove('single-item');\n }\n });\n });<\/p>\n<p> \/\/ --- \u8bc4\u8bba\u533a\u57df\u6298\u53e0\/\u5c55\u5f00\u529f\u80fd ---\n const commentToggles = document.querySelectorAll('.comments-toggle');<\/p>\n<p> commentToggles.forEach(toggle => {\n toggle.addEventListener('click', function() {\n \/\/ \u5207\u6362\u5f53\u524dtoggle\u7684open\u72b6\u6001\n 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