{"id":176,"date":"2026-03-30T11:49:22","date_gmt":"2026-03-30T03:49:22","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/03\/30\/2026-03-29\/"},"modified":"2026-03-30T11:49:22","modified_gmt":"2026-03-30T03:49:22","slug":"2026-03-29","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/03\/30\/2026-03-29\/","title":{"rendered":"PH\u70ed\u699c | 2026-03-29"},"content":{"rendered":"


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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-03-29<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-03-29<\/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\/GD6ONHGSZHP2DM\" class=\"app-title\">Clico<\/a><\/p>\n<div class=\"one-liner\">Every textbox, supercharged<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">367<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Clico\u662f\u4e00\u6b3e\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u901a\u8fc7\u5c06AI\u6df1\u5ea6\u96c6\u6210\u5230\u6d4f\u89c8\u5668\u6587\u672c\u6846\u4e2d\uff0c\u5728\u7528\u6237\u6d4f\u89c8\u7f51\u9875\u65f6\u76f4\u63a5\u63d0\u4f9b\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u5199\u4f5c\u4e0e\u751f\u4ea7\u529b\u8f85\u52a9\uff0c\u89e3\u51b3\u4e86\u56e0\u9891\u7e41\u5207\u6362\u6807\u7b7e\u9875\u548c\u590d\u5236\u7c98\u8d34\u6587\u672c\u800c\u5bfc\u81f4\u7684AI\u5de5\u5177\u4f7f\u7528\u6d41\u7a0b\u4e2d\u65ad\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\/c1cfbce4-354d-416b-b14f-17bb8717cd89.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67fd2560-d2ca-4f18-87b9-94e763ef43bb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9c838a6b-6edf-4e41-96ac-2bd6136ceb24.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9a6c24b8-653b-4125-a7ac-7bb6ca6f7db8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4bad9dd1-f98e-49f7-9a1d-04c4e93c44fd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7697852f-a34b-4ee5-be32-4751d9fbe84c.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\/3fb700ac-079e-46c9-9675-162e4dcf7ca0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=OES82JrJTok\"><source src=\"https:\/\/www.youtube.com\/watch?v=OES82JrJTok\" 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\">Writing<\/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\u5199\u4f5c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u65e0\u6469\u64e6\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u6587\u672c\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f34\u4fa3<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Chrome\u63d2\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\u65e0\u7f1d\u96c6\u6210\u548c\u89e3\u51b3\u201c\u6807\u7b7e\u9875\u5207\u6362\u201d\u75db\u70b9\u7684\u7406\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1. \u65b0\u7528\u6237\u5f15\u5bfc\u4e0d\u8db3\uff0c\u5b89\u88c5\u540e\u9996\u6b21\u4f7f\u7528\u8def\u5f84\u4e0d\u6e05\u6670\uff1b2. \u5bf9\u9690\u79c1\u8fb9\u754c\u3001\u6570\u636e\u5b58\u50a8\u53ca\u672c\u5730\u90e8\u7f72\u53ef\u80fd\u6027\u7684\u5173\u5207\uff1b3. \u591a\u6807\u7b7e\u9875\u4e0a\u4e0b\u6587\u7ba1\u7406\u7684\u5177\u4f53\u673a\u5236\uff1b4. \u76ee\u524d\u4ec5\u652f\u6301Chrome\uff0c\u5bf9\u5176\u4ed6\u6d4f\u89c8\u5668\u5e73\u53f0\u7684\u517c\u5bb9\u6027\u9700\u6c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Clico\u7784\u51c6\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u65e5\u76ca\u51f8\u663e\u7684\u201c\u5de5\u4f5c\u6d41\u6469\u64e6\u201d\u75db\u70b9\uff1aAI\u80fd\u529b\u5f3a\u5927\uff0c\u4f46\u8c03\u7528\u8fc7\u7a0b\u7b28\u62d9\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u63d0\u4f9b\u4e86\u65b0\u7684AI\u529f\u80fd\uff0c\u800c\u662f\u5bf9AI\u4ea4\u4e92\u8303\u5f0f\u8fdb\u884c\u4e86\u4e00\u6b21\u201c\u7a7a\u95f4\u91cd\u6784\u201d\u2014\u2014\u5c06AI\u4ece\u72ec\u7acb\u7684\u201c\u5e94\u7528\u201d\u6216\u201c\u6807\u7b7e\u9875\u201d\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u5c06\u5176\u5d4c\u5165\u6bcf\u4e00\u4e2a\u8f93\u5165\u6846\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u201c\u4eba\u627eAI\u201d\u53d8\u4e3a\u201cAI\u968f\u4eba\u201d\uff0c\u8bd5\u56fe\u8ba9AI\u8f85\u52a9\u50cf\u547c\u5438\u4e00\u6837\u81ea\u7136\uff0c\u800c\u975e\u4e00\u6b21\u9700\u8981\u523b\u610f\u542f\u52a8\u7684\u4eea\u5f0f\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\u96c6\u6210\u4f18\u52bf\u201d\u4e0e\u201c\u9690\u79c1\u987e\u8651\u201d\u662f\u4e00\u4f53\u4e24\u9762**\u3002\u4ea7\u54c1\u5f15\u4ee5\u4e3a\u50b2\u7684\u201c\u8bfb\u53d6\u7f51\u9875\u4e0a\u4e0b\u6587\u201d\u80fd\u529b\uff0c\u6070\u6070\u662f\u7528\u6237\u5b89\u5168\u795e\u7ecf\u6700\u654f\u611f\u7684\u90e8\u5206\u3002\u5c3d\u7ba1\u56e2\u961f\u58f0\u79f0\u901a\u8fc7\u201c@\u201d\u6307\u4ee4\u8fdb\u884c\u663e\u5f0f\u63a7\u5236\uff0c\u4f46\u4f5c\u4e3a\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5176\u6f5c\u5728\u6743\u9650\u8fb9\u754c\u4ecd\u9700\u6781\u5176\u900f\u660e\u548c\u575a\u56fa\u7684\u67b6\u6784\u8bbe\u8ba1\u4e0e\u7528\u6237\u6c9f\u901a\u6765\u4fdd\u969c\u3002\u5176\u6b21\uff0c**\u201c\u65e0\u6240\u4e0d\u5728\u201d\u53ef\u80fd\u610f\u5473\u7740\u201c\u7f3a\u4e4f\u7126\u70b9\u201d**\u3002\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u65b0\u7528\u6237\u5f15\u5bfc\u95ee\u9898\uff0c\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u591a\u529f\u80fd\u5de5\u5177\u9762\u4e34\u7684\u201c\u80fd\u529b\u8fc7\u8f7d\u201d\u98ce\u9669\u3002\u5f53AI\u53ef\u4ee5\u5904\u7406\u592a\u591a\u4e8b\u60c5\u65f6\uff0c\u7528\u6237\u53cd\u800c\u53ef\u80fd\u4e0d\u77e5\u4ece\u4f55\u5f00\u59cb\u3002\u4ea7\u54c1\u9700\u8981\u627e\u5230\u4e00\u4e2a\u5982\u540c\u201c\u9b54\u6cd5\u65f6\u523b\u201d\u822c\u7684\u6740\u624b\u7ea7\u7528\u4f8b\uff0c\u4f5c\u4e3a\u7528\u6237\u8ba4\u77e5\u7684\u951a\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u957f\u8fdc\u770b\uff0cClico\u7684\u8d5b\u9053\u7ade\u4e89\u5c06\u5f02\u5e38\u6fc0\u70c8\u3002\u5b83\u4e0d\u4ec5\u8981\u4e0eNotion AI\u3001Grammarly\u7b49\u5782\u76f4\u5199\u4f5c\u5de5\u5177\u7ade\u4e89\uff0c\u66f4\u662f\u5728\u4e0e\u6d4f\u89c8\u5668\u5382\u5546\uff08\u5982Edge\u7684Copilot\uff09\u548c\u64cd\u4f5c\u7cfb\u7edf\u7ea7AI\u96c6\u6210\u8d5b\u8dd1\u3002\u5176\u751f\u5b58\u7a7a\u95f4\u5728\u4e8e\u6781\u81f4\u7684\u8f7b\u91cf\u5316\u3001\u54cd\u5e94\u901f\u5ea6\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u7684\u7cbe\u51c6\u5ea6\u3002\u5982\u679c\u5b83\u80fd\u5c06\u201c@\u5f15\u7528\u591a\u6807\u7b7e\u201d\u8fd9\u7c7b\u529f\u80fd\u505a\u5230\u6781\u81f4\u6d41\u7545\uff0c\u771f\u6b63\u6210\u4e3a\u8de8\u7f51\u9875\u4fe1\u606f\u5904\u7406\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u201d\uff0c\u800c\u975e\u53c8\u4e00\u4e2a\u6d6e\u4e8e\u8868\u9762\u7684\u6587\u672c\u8865\u5168\u5de5\u5177\uff0c\u624d\u6709\u673a\u4f1a\u5efa\u7acb\u8d77\u58c1\u5792\u3002\u76ee\u524d\u770b\u6765\uff0c\u5176\u7406\u5ff5\u8d85\u524d\uff0c\u4f46\u4ea7\u54c1\u6210\u719f\u5ea6\u4e0e\u7528\u6237\u4fe1\u4efb\u7684\u5efa\u7acb\uff0c\u4ecd\u662f\u6f2b\u957f\u7684\u4e0a\u5761\u8def\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\">Clico<\/span>\n <\/div>\n<div class=\"comment-content\">Clico is a powerful Browser extension designed to be your ultimate writing and productivity partner. Unlike traditional AI tools that require you to copy and paste text back and forth, Clico lives directly inside your browser. It reads and understands the context of the webpage you are currently viewing, allowing it to perform tasks with an unmatched level of relevance and intelligence.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone, Alex from Clico here. We are thrilled to finally introduce Clico to the PH community. We built Clico out of our own frustration with constant tab switching and the repetitive cycle of copying and pasting text into AI tools. We wanted an AI that actually lives where we work and understands the full context of our browser.<\/p>\n<p>We vibe coded this product ourselves, and it gave us that immediate aha moment the first time we used it. We are so excited to bring this to a broader community so you can all experience having an intelligent companion right by your side. We highly recommend trying the @ feature to pull in different tabs as context and the Memo It feature to summarize complex pages in seconds. We cannot wait to hear what you think!<\/p>\n<p>Join our discord at <a href=\"https:\/\/discord.gg\/yeaVWQ8wzd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/discord.gg\/yeaVWQ8wzd<\/a> for more product updates and talk with us directly. We are a small team and trying to figure things out:)<\/p>\n<p>Let’s clicooooo<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alex_tao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alex_tao<\/a> all in one extension for text operations in computer I see. I might needed this. I want to know how does context management work. Is it external LLM API integration?<\/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=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alex_tao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alex_tao<\/a> When Clico pulls in multiple tabs as context, how do you handle the privacy boundary, does it only read tabs you explicitly @ mention, or does it have passive access to everything open in the browser at all times?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@alex_tao\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alex_tao<\/a> Wow, i try and I love the seamsless integration but i see that is only on google do you not cover other platform like edge<\/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>Hey PH! We are so excited to finally bring Clico here!<\/p>\n<p>We built <a href=\"https:\/\/tryclico.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Clico<\/a> because the best AI in the world still made us leave the page to use it. That felt wrong. So we put it inside the page. Plus there’s so much more we want to improve, which is exactly why we’re here. <\/p>\n<p>Clico is free while we’re in beta, and your feedback is what shapes what it becomes. Feel free to join our <a href=\"https:\/\/discord.com\/invite\/zdzeYszTJ8\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">discord<\/a> and come build it with us!<\/p>\n<p>Let’s clico! <\/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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge thanks for all the support, everyone! Building Clico has been a labor of love, we really wanted to kill the friction of constant tab-switching. If you hit any bugs or have a feature you\u2019re dying to see, drop a note in our Discord or ping us right here. We\u2019re building this for you, so your feedback is literally our roadmap. Stoked to see how you use it to clear the clutter. let\u2019s clico!<\/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=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thank you all so much for the incredible support here on PH! Clico is a product built with heart. <br \/>We realized that our interactions with AI were always so fragmented\u2014constantly switching between tabs just to feed context into an AI tool. It was the number one frustration my team kept bringing up, so we decided to build Clico internally to solve it for ourselves. <\/p>\n<\/p>\n<p>The moment our colleagues started using it, the feedback was instant: “Oh my god, this is exactly the productivity tool I\u2019ve been waiting for.” Seeing their reaction and those thumbs-up gave us the confidence to open it up to everyone. We truly hope you feel that same sense of ease and excitement in your own workflow.<\/p>\n<\/p>\n<p>Without further ado, it\u2019s time to dive in\u2014start using it, and we hope you fall in love with it!<\/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>That’s a handy extension. All the best for your launch \ud83c\udf89 <\/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\/@basharath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@basharath<\/a> Thanks Basharath! Hope you like it:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Installed it and went through the flow. The product itself works well, but there’s a drop-off waiting to happen right after install. You land with four shortcuts to learn, \u2318+O, Double \u2318, Hold \u2318, Highlight, but no clear signal for which one to try first. A new user opens a tab, nothing looks different and within 48 hours the extension is forgotten. <\/p>\n<p>The gap is the bridge between install and first value. One forced first action right after install, pick your strongest use case, put it directly in front of the user, make it the only thing to do in that moment. That would close that gap before the user even has a chance to drift. What does your Day 1 usage rate look like on new installs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@arun_tamang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arun_tamang<\/a> Hey Arun, good catch! Currently we’ll direct users to a playground where we provide a input field and they can try out features themselves. But we do considering making it more intuitive so that ppl know what to do after installing 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>This looks really clean. I like the idea of it living directly in the browser instead of constantly copying things back and forth. That friction adds up more than people realise.<\/p>\n<\/p>\n<p>How do you handle context across different tabs or sites? That feels like the bit that makes or breaks tools like this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> Hey Becky, thanks for the comment! Currently Clico can use multiple tabs as context with a simple at when using clico it feature. The feedbacks that we are getting is kinda good. Try it out and let me know what you think:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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>How does this handle complex pages like dashboards or long data filed docs? 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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jasonhowie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jasonhowie<\/a> Thanks for the kind words,! To answer your question, we handle complex pages by parsing the DOM directly to extract the most relevant content. We\u2019ve also built custom optimizations for high-frequency use cases and implemented context compression to ensure the model stays focused on what matters most. Hope you enjoy using Clico!<\/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>Loving the seamless integration, but how does Clico handle context-switching when multiple tabs are open with different topics? That could be tricky to manage!<\/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\/@trydoff\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@trydoff<\/a> Hey Trydoff, good question! You can directly tell Clico which tab you are using with a simple @ and it will automatically know what to do. Try it out!<\/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>Good<a href=\"https:\/\/yowsapk.netlify.app\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">.<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wishing luck with your launch \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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Appreciate that Nika!<\/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>Huge congrats on the launch! I\u2019ve seen how much work went into this, and it\u2019s awesome to see it finally live. Love the concept, and I think a lot of people will find it genuinely useful. Rooting for you today Alex!<\/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\/@sylvia_sheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sylvia_sheng<\/a> I’m literally crying haha. Big time thank you Sylvia!<\/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>super clean, happy launch day! quick one on the voice input – when you hold \u2318 and speak, does it still use the page context to understand what you’re asking, or is it just transcription at that point?<\/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\/@jens_deryckere1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jens_deryckere1<\/a> Thanks for the hype and the kind wishes! Yes, it definitely uses the page context\u2014holding \u2318 acts as an entry point for the AI to process what’s on your screen, so it provides a relevant, context-aware response rather than just transcribing.<\/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>Big fan of this direction, AI works best when it lives inside the workflow, not outside it. Congrats on the launch \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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mikita_aliaksandrovich\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mikita_aliaksandrovich<\/a> Thank you Mikita!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 context-switching problem is real. I’ve been working on writing tools myself and the friction of copy-paste to AI just kills momentum. Love that you built this directly into the browser where the work actually happens. The @ feature for pulling in multiple tabs is clever\u2014will definitely try that. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@plutarco\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@plutarco<\/a> glad you like 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>Love Clico’s approach to building the personal context layer and helping users utilize it for everyday work, but where would Clico store my personal information? Could it be deployed locally?<\/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\/@jinhao_bai2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jinhao_bai2<\/a> hey jinhao, good point! currently we don’t store user’s sensitive personal information and the only thing that we need to use is the custom instruction that you set up previously, which is kinda like a system prompt. Also local deployment is something we’ve thought about before, might considering supporting that in the future<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the idea of AI living inside the browser instead of switching tabs. Does it work well with long-form content like blogs or docs?<\/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\/@yetahost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yetahost<\/a> Thanks for the kind words, Ankit! We\u2019ve implemented a context compression mechanism and specific optimizations for high-frequency use cases and long-form content. If you have any specific use cases in mind, we\u2019d be happy to provide tailored support and optimizations for you. Hope you enjoy using Clico!<\/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>Can I use it to write a natural email fast from Gmail?<\/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\/@charlenechen_123\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlenechen_123<\/a> bet! you can even do it with 50 RE:RE:RE:RE sequences without losing the context \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, having the AI read the page context instead of copy-pasting text back and forth is a smart approach. How does it handle pages with a lot of dynamic content like SPAs where the DOM changes frequently?<\/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\/@thomasnowhere\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thomasnowhere<\/a> Thanks for the great question! To keep things private, we only capture the DOM when you actually trigger the AI to use it. Hope that clears things up!<\/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>What about outlook web client?<\/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\/@yoel_bennesher\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yoel_bennesher<\/a> yeahh it works just as in Gmail. Try it out and let me know if you like 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>This is exceptional man, you’re lifesaver, you have no idea how many times I have copy pasted the text from ChatGPT to the comment box! <\/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\/@nayan_surya98\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nayan_surya98<\/a> totally feel you broooo<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, I like this super chrome extension. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zhitao_yan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zhitao_yan<\/a> for sure Tony:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 for the launch! excited!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ethan_zheng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ethan_zheng<\/a> Hey Ethan! Glad you like 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>The in-browser approach is smart for reducing friction, always a win for user adoption. I’m curious about the specific security model for parsing context directly in the browser, especially with sensitive data. <\/p>\n<\/p>\n<p>How does Clico maintain context across multiple sites or tabs, as Becky Gaskell touched upon? This is an area where these tools typically succeed or fail long term.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch and hitting #1 today! The approach of living directly inside the browser instead of requiring copy-paste into a separate AI tool is a huge UX win \u2014 that context switching adds up fast. The @ feature for pulling in content from other tabs sounds really powerful too. As someone who builds Chrome extensions, I know how tricky it is to get reliable content injection across different web apps. How are you handling compatibility with sites that have heavily customized text editors (like Notion or Google Docs)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@roman_builder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roman_builder<\/a> Thanks for the kind words and the support! That’s a great question. We’ve run into the same challenges\u2014since every site has a unique DOM structure, we’ve built a flexible core architecture and then handle things case-by-case. We’ve specifically optimized our approach for complex editors like Notion and Google Docs to ensure it works smoothly. Thanks again for the feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3RO2ERPOTX5IRL\" class=\"app-title\">Sheet Ninja<\/a><\/p>\n<div class=\"one-liner\">Ship vibe-coded apps. Your data stays in Google Sheets.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">307<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5c06Google Sheets\u79d2\u53d8\u4e3a\u5b9e\u65f6API\u7684\u5de5\u5177\uff0c\u8ba9\u975e\u6280\u672f\u7528\u6237\u548c\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u5f00\u53d1\u8005\u65e0\u9700\u540e\u7aef\u5373\u53ef\u6784\u5efa\u6570\u636e\u9a71\u52a8\u7684\u8f7b\u91cf\u7ea7\u5e94\u7528\uff0c\u89e3\u51b3\u4e86\u5728\u5feb\u901f\u539f\u578b\u548cMVP\u5f00\u53d1\u4e2d\u6570\u636e\u7ba1\u7406\u4e0e\u5e94\u7528\u5c42\u8131\u8282\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\/3cfe3a0f-1dfc-4e4c-8d89-76ba0edacdd7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e4851670-2099-46ea-a342-3a725337efda.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/33e4703e-5076-43ca-a782-d87648815c7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4666a684-3784-4e4f-8025-1bacb70deb1d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9b86baf9-f6ce-4291-8a04-977cd3d6c882.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">No-Code<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">Google Sheets\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6API<\/span><br \/>\n <span class=\"tag\">\u6c1b\u56f4\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u539f\u578b<\/span><br \/>\n <span class=\"tag\">MVP\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u5316\u6d41\u7a0b\u3001\u8d4b\u80fd\u975e\u6280\u672f\u5ba2\u6237\u7684\u4ef7\u503c\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u6570\u636e\u51b2\u7a81\u5904\u7406\u3001\u9519\u8bef\u515c\u5e95\u673a\u5236\u3001\u6027\u80fd\u4e0e\u6269\u5c55\u6027\uff08\u5982\u901f\u7387\u9650\u5236\u3001\u7f13\u5b58\uff09\u4ee5\u53ca\u4eceSheets\u5411\u4e13\u4e1a\u6570\u636e\u5e93\u8fc1\u79fb\u7684\u8def\u5f84\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 Sheet Ninja\u7684\u7cbe\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u6ca1\u6709\u521b\u9020\u65b0\u9700\u6c42\uff0c\u800c\u662f\u7cbe\u51c6\u5730\u7f1d\u5408\u4e86\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u7684\u65ad\u5c42\uff1a\u5c06\u5168\u7403\u6700\u666e\u53ca\u7684\u201c\u5e73\u6c11\u6570\u636e\u5e93\u201dGoogle Sheets\uff0c\u4e0e\u5f53\u4e0b\u6700\u70ed\u95e8\u7684AI\u9a71\u52a8\u5f0f\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u5de5\u4f5c\u6d41\u8fde\u63a5\u8d77\u6765\u3002\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u98a0\u8986\uff0c\u800c\u662f\u5de5\u4f5c\u6d41\u54f2\u5b66\u7684\u8f6c\u53d8\u2014\u2014\u627f\u8ba4\u5e76\u62e5\u62b1\u4e86\u6570\u636e\u6240\u6709\u6743\u4e0e\u5e94\u7528\u5f00\u53d1\u6743\u7684\u5206\u79bb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u770b\u4f3c\u7b80\u5355\uff0c\u5b9e\u5219\u5207\u4e2d\u4e86\u51e0\u4e2a\u5173\u952e\u8d8b\u52bf\uff1a\u5176\u4e00\uff0cAI\u7f16\u7801\u5de5\u5177\uff08\u5982Replit\u3001Lovable\uff09\u964d\u4f4e\u4e86\u524d\u7aef\u6784\u5efa\u95e8\u69db\uff0c\u4f46\u6570\u636e\u5c42\u7ba1\u7406\u4ecd\u662f\u6df7\u4e71\u4e4b\u6e90\u3002Sheet Ninja\u5c06\u6570\u636e\u5c42\u201c\u9694\u79bb\u201d\u5728Sheets\u4e2d\uff0c\u5b9e\u8d28\u4e0a\u662f\u4e3aAI\u4ee3\u7406\u7684\u201c\u7834\u574f\u6027\u521b\u9020\u201d\u5212\u5b9a\u4e86\u5b89\u5168\u533a\uff0c\u63d0\u5347\u4e86\u5f00\u53d1\u8fc7\u7a0b\u7684\u7a33\u5b9a\u6027\u3002\u5176\u4e8c\uff0c\u5b83\u670d\u52a1\u4e8e\u65e5\u76ca\u589e\u957f\u7684\u201c\u6784\u5efa\u8005-\u5ba2\u6237\u201d\u534f\u4f5c\u6a21\u5f0f\u3002\u5ba2\u6237\u5728\u719f\u6089\u7684\u8868\u683c\u4e2d\u7ef4\u62a4\u6570\u636e\uff0c\u5e94\u7528\u5b9e\u65f6\u540c\u6b65\uff0c\u8fd9\u4ece\u6839\u672c\u4e0a\u6d88\u706d\u4e86\u7410\u788e\u7684\u66f4\u65b0\u5de5\u5355\uff0c\u91cd\u6784\u4e86\u4ee3\u7406\u5173\u7cfb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u73af\u4e5f\u53d7\u5236\u4e8eGoogle Sheets\u7684\u5929\u82b1\u677f\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u51b2\u7a81\u5904\u7406\u3001\u6a21\u5f0f\u9519\u8bef\u9759\u9ed8\u5931\u8d25\u7684\u62c5\u5fe7\uff0c\u76f4\u6307\u5176\u4f5c\u4e3a\u201c\u751f\u4ea7\u7ea7\u201d\u5de5\u5177\u7684\u8f6f\u808b\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u51fa\u8272\u7684**\u52a0\u901f\u5668**\u4e0e**\u8fc7\u6e21\u65b9\u6848**\uff0c\u800c\u975e\u7ec8\u6781\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u7684\u6700\u4f73\u573a\u666f\u662f\u539f\u578b\u3001\u5185\u90e8\u5de5\u5177\u3001\u4f4e\u9891\u66f4\u65b0\u7684\u5c55\u793a\u578b\u9875\u9762\u6216\u7531\u975e\u6280\u672f\u4e3b\u4f53\u4e3b\u5bfc\u6570\u636e\u7684MVP\u3002\u56e2\u961f\u5bf9\u5f15\u5165\u7f13\u5b58\u548c\u63d0\u4f9b\u8fc1\u79fb\u6587\u6863\u7684\u89c4\u5212\u662f\u660e\u667a\u7684\uff0c\u8fd9\u627f\u8ba4\u4e86\u5de5\u5177\u7684\u751f\u547d\u5468\u671f\u2014\u2014\u5f53\u9879\u76ee\u6210\u529f\u5230\u9700\u8981\u7a81\u7834Sheets\u9650\u5236\u65f6\uff0cSheet Ninja\u7684\u4f7f\u547d\u4fbf\u5df2\u5b8c\u6210\u3002\u5b83\u771f\u6b63\u7684\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u8ba9\u7528\u6237\u8db3\u591f\u5e73\u6ed1\u5730\u201c\u6bd5\u4e1a\u201d\uff0c\u5e76\u5728\u6b64\u8fc7\u7a0b\u4e2d\u5efa\u7acb\u8d77\u8db3\u591f\u7684\u7528\u6237\u5fe0\u8bda\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\">Sheet Ninja<\/span>\n <\/div>\n<div class=\"comment-content\">Sheet Ninja turns any Google Sheet into a live API in seconds. Your data already exists. Stop rebuilding it in clunky databases. Paste a link, get endpoints. Build with Lovable, Bolt, or Replit and your data stays in Sheets. Your clients edit like a spreadsheet. Your app reflects it instantly. No backend, no redeployments, no calls from confused clients.<\/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 <strong>\ud83d\udc4b,<\/strong><\/p>\n<p>Really excited to launch Sheet Ninja today – a simple way to use your Google Sheets data in vibe coded apps.<\/p>\n<\/p>\n<p><strong>Why we built it<\/strong><\/p>\n<p>We vibe code apps all the time and love the platforms – Replit, Bolt, Lovable. The most annoying part is making tiny updates – e.g. changing text, updating values, or pulling reports.<\/p>\n<\/p>\n<p>You have to dig into the files or prompt the agent to do something that takes two seconds in a spreadsheet. And those agent calls add up.<\/p>\n<\/p>\n<p><strong>So we stopped fighting it<\/strong><\/p>\n<p>Sheet Ninja turns any Google Sheet into a live database by providing a simple, secure API. Paste it with your prompt into whatever builder you’re using this month and your AI hooks it up. You just edit a row, the app updates live.<\/p>\n<\/p>\n<p>It also means you can move between platforms without loading all your data again. The tools keep changing. The spreadsheet doesn’t.<\/p>\n<\/p>\n<p>Check out the blog for <a href=\"https:\/\/sheetninja.io\/blog\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">step-by-step builds<\/a> \u2014 a restaurant menu, a waitlist, a job board, a testimonials page. All vibe coded, all powered by Google Sheets.<\/p>\n<\/p>\n<p>Looking forward to seeing all the cool things you’ll build.<\/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\/@taariqismail\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taariqismail<\/a> \ud83d\udcaf – The biggest win for me is the stability this adds to the workflow. When you are 50 prompts deep into a vibe coding session, AI agents often subtly break the backend or change a variable name while you are busy fixing the UI.<\/p>\n<p>Keeping the data in a Google Sheet puts it safely outside the agent’s blast radius. I feel much more confident letting the AI go wild on the frontend because I know it cannot accidentally mess with the core database structure. It saves so much time on debugging those invisible errors that agents tend to create.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@taariqismail\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taariqismail<\/a> Really like how streamlined my workflow is now because of SheetNinja – perfect for entrepreneurs like me who like to build, iterate and move quickly!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Thrilled to hunt the Sheet Ninja team on their Product Hunt launch.<\/p>\n<p>Sheet Ninja is the backend vibecoders already have.<\/p>\n<p>This isn’t “connect your tools,”. This is starting with where your data actually lives, and building on that foundation.<\/p>\n<p>The unlock is treating Google Sheets as a first-class API. One that agents, apps, and non-technical clients can all read and act on.<\/p>\n<p>Your app gets live endpoints. Your clients get a spreadsheet. Nobody has to redeploy to change a price.<\/p>\n<p>This adds up to:<\/p>\n<p>– Instant API from any Sheet. Paste a link, go build.<br \/>\n– Works out of the box with Lovable, Bolt, Replit, v0, and Cursor. No new tools to learn.<br \/>\n– Full CRUD support: read, write, update, delete. Your Sheet is your database.<\/p>\n<p>If you’re building with AI coding tools or tired of rebuilding data your clients already manage in Sheets. Sheet Ninja is the missing layer between your spreadsheet and your app.<\/p>\n<p>Try it now: sheetninja.io<\/p><\/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\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> How does Sheet Ninja handle real-time sync or conflicts when multiple non-tech clients edit the same Sheet simultaneously, does it prevent data overwrites like a proper DB would?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> congrats!! quick one here; When a client edits the Sheet directly and breaks the expected schema; wrong column names, merged cells, deleted rows ; how does Sheet Ninja surface that error to the app before it causes a silent failure downstream?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@swati_paliwal Sheet Ninja is built specifically for non-techies.<br \/>\nIt allows you to use all the controls that Google Sheets gives (eg protected cells, validation).<\/p>\n<p>For conflicts, it will take the latest state that\u2019s in the Sheet at a given time.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This looks really useful. I spin up little projects all the time so I\u2019ll definitely give this a try.<\/p>\n<p>Out of curiosity, how does this hold up as projects start to grow? And if something outgrows Sheets, how easy is it to move to something more robust?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@martyn_johnson thanks! Looking forward to hearing about all the things you\u2019ll build.<\/p>\n<p>Google Sheets API has a rate limit of 60 requests per min per user, and there\u2019s a 10 million cell limit in Google sheets. Longer term we\u2019re looking to introduce caching to help power users scale to thousands of requests per second if needed<\/p>\n<p>Where we can, our plans have no limits though – unlimited projects, unlimited rows. <\/p>\n<p>In terms of migrating to something more robust we offer detailed documentation (<a href=\"https:\/\/docs.sheetninja.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.sheetninja.io<\/a>) so users can quickly recreate their APIs against a production DB if needed<\/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>Really cool idea! Reminds me of how <a href=\"http:\/\/levels.fyi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">levels.fyi<\/a> was running their whole operation from a Google Sheet for a pretty long time.<\/p>\n<\/p>\n<p>Going beyond the basics – can you also write back to the sheet and how does authentication work?<\/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\/@camin_mccluskey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@camin_mccluskey<\/a> Thanks!<\/p>\n<p>Exactly – you don’t need a lot of sophistication to get something off the ground. <\/p>\n<p>Sheet Ninja supports both read and write + there’s bearer authentication (and you can control which operations the authentication applies to). Here’s a quick screenshot. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b34a3c78-b0b5-4d33-ae76-0d8608448b9d.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is interesting. I work with large spreadsheets for tracking things like invoices and cancellations, and managing that manually becomes painful at scale.<\/p>\n<p>Could this help automate those kinds of workflows and keep everything in sync without extra effort?<\/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\/@yetahost\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yetahost<\/a> Yes – this sounds like the perfect use case for Sheet Ninja + your favourite vibe coding tool<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for launching, it\u2019s been a useful product for me. I\u2019ve used Sheet Ninja on some products i\u2019ve been playing around with on Replit and found the tool useful for the database side and keeping data in Google Sheets. Keep it up and looking forward to new features!<\/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\/@hamza_zaveri2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hamza_zaveri2<\/a> Thanks for the support – glad to know you’re using it to avoid the database hassle. Excited to see what you’ll build.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Thanks <a href=\"https:\/\/www.producthunt.com\/@hamza_zaveri2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hamza_zaveri2<\/a> ! Glad you’ve enjoyed using the tool \ud83d\ude47<\/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>This could be really useful for agencies that build MVPs for clients — the client keeps editing their product catalog or pricing in Sheets, and the app just reflects it. No more “can you update one field” tickets. How does it handle rate limits or larger sheets with thousands of rows? Any caching layer involved?<\/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\/@greythegyutae\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@greythegyutae<\/a> Yep exactly! it’s a breeze for clients to update their own data. Right now it supports the maximum Google Sheets API rate limit of 60 requests per min per user, however we do plan to introduce a caching layer in the near future. We also support the maximum Google Sheets limit of 10 million cells<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks really useful! Love how it turns Sheets into an API so quickly. Super practical and clean idea!!<\/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\">@santifarre thanks!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 \ud83d\ude80 Smart & scrappy builders have been using google sheets as a flexible db for ages, and you\u2019re bringing it to the masses for this new age!<\/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\">@wilhelmklopp 100% – everyone deserves to use their data wherever they want.<\/div>\n<div class=\"comment-actions\">\n<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 is smart. Curious if there’s a rate limit on API calls or if it can handle decent traffic on a live site?<\/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\">@vibiter thanks!<\/p>\n<p>Google Sheets API has a rate limit of 60 requests per min per user, and there\u2019s a 10 million cell limit in Google sheets. Longer term we\u2019re looking to introduce caching to help power users scale to thousands of requests per second if needed<\/p>\n<p>Right now – where we can, our plans have no limits though – unlimited projects, unlimited rows.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been building with Sheet Ninja for a few weeks now and it’s genuinely changed my client projects. Built a full private dental practice dashboard with tons of details all powered by a single Google Sheet with Sheet Ninja. The best advantage is that non-technical business owners can update their own data in a spreadsheet they already know, and see it reflected instantly in a frontend 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@yaqoobahmad38 thanks. The dental dashboard sounds cool. Thanks for sharing what you\u2019ve built.<\/div>\n<div class=\"comment-actions\">\n<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 like about the honesty of the approach. It doesn’t pretend to be something crazy. It’s just: your data is in a sheet, your app needs that data, here’s the bridge.<\/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\">@magonads yep – it does exactly what it says on the tin!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Loving seeing this. It’s a problem I’ve had for a while but it always too complex for a non techy to do anything about it… This changes that \ud83d\udc4f\ud83c\udffd<\/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\">@mujjahiid Thanks! Yep – we built Sheet Ninja specifically for non-techies<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Interesting direction. Tools like this reduce dev time, but risk & data validation becomes even more important at scale.<br \/>\nCurious how you’re solving that?<\/div>\n<div class=\"comment-actions\">\n<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<pre><code>I build a lot of small apps and most of the time I have to import data into wherever I'm building it. Sheet Ninja is much simpler. Just created a test app and it worked immediately.<\/code><\/pre>\n<\/div>\n<div class=\"comment-actions\">\n<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>Nice one<a href=\"https:\/\/www.producthunt.com\/@leonardoubbiali\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leonardoubbiali<\/a> glad it was a breeze to setup. We’re looking forward to seeing all the cool stuff you’ll be building \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Interestimg. Is there a direct-sync Supabase connection, too?<\/div>\n<div class=\"comment-actions\">\n<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>Thanks <a href=\"https:\/\/www.producthunt.com\/@moritz_dsc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moritz_dsc<\/a> – not at the moment but this is something we can explore!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 live API from Google Sheets idea is genuinely clever. Curious how it holds up when clients start editing data simultaneously from different tabs. Have you stress-tested concurrent writes? There’s a free tool where you can post your URL and let people try to find those exact edge cases. Screenshots come in, structured reports. Worth running while you’ve got PH traffic.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@onryo_builds\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@onryo_builds<\/a> thanks! Right now appends are atomic via Google’s Sheet API, but updates\/deletes are currently positional based on row ID. It’s ‘last-write-wins’ for now if there are multiple concurrent updates.<\/p>\n<p>Could you share the name of that tool please and we can give it a spin \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>love that you can keep your data — even if you stop using the app!<\/p>\n<\/p>\n<p>i have an expense tracking app with 10k+ rows that I’ve been using for years — and Google Sheets isn’t going anywhere! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I appreciate the focus on keeping data within Sheets, especially for the vibe coding scenarios Shikeeb mentioned where AI agents might unexpectedly mess with backends. For many small projects, the Google Sheets API rate limits and cell limits Taariq highlighted are perfectly acceptable. My main concern would be when a project scales aggressively; while the documentation for migrating to a production DB is helpful, the process itself can still be a significant lift for a team used to sheet-native operations.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 if someone deletes some column? will this break the API?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/J4NRYY3OWX3IZJ\" class=\"app-title\">SUN <\/a><\/p>\n<div class=\"one-liner\">Personalized AI audio lessons generated on demand<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">280<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>SUN\u662f\u4e00\u6b3e\u6309\u9700\u751f\u6210\u4e2a\u6027\u5316AI\u97f3\u9891\u8bfe\u7a0b\u7684App\uff0c\u901a\u8fc7\u6574\u5408\u7528\u6237\u7b14\u8bb0\u3001\u90ae\u4ef6\u7b49\u4e2a\u4eba\u6570\u636e\uff0c\u5728\u901a\u52e4\u3001\u8fd0\u52a8\u7b49\u788e\u7247\u5316\u573a\u666f\u4e2d\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u514d\u5c4f\u5e55\u3001\u4e92\u52a8\u5f0f\u7684\u6301\u7eed\u5b66\u4e60\u4f53\u9a8c\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u97f3\u9891\u5185\u5bb9\u5343\u7bc7\u4e00\u5f8b\u3001\u65e0\u6cd5\u4e0e\u4e2a\u4eba\u77e5\u8bc6\u4f53\u7cfb\u548c\u751f\u6d3b\u8282\u594f\u6df1\u5ea6\u7ed3\u5408\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\/73a8c9f0-c622-4f21-9c20-437fbff9af02.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/56529251-e0c2-4fd7-9100-872002eadd27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5ea57bab-1d85-4bd8-9f4a-8efe3c60a1ab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dfe15861-8e79-4db9-865b-27b2fe96cab5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e89656de-b3e1-44f6-86ba-0d95beac18f3.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\/5b53f0f4-4d35-4255-a9ed-782cf7476e14.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/FTVKNZtv7-o\"><source src=\"https:\/\/youtu.be\/FTVKNZtv7-o\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Audio<\/span><br \/>\n <span class=\"tag\">Online Learning<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e2a\u6027\u5316\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">AI\u751f\u6210\u5185\u5bb9<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u8bfe\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4e92\u52a8\u97f3\u9891<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7ec8\u8eab\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u788e\u7247\u5316\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">AI\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u6d41<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u751f\u6210<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u97f3\u9891\u5b66\u4e60\u65b9\u5411\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u4e0eNotebookLM\u7b49\u5de5\u5177\u7684\u6838\u5fc3\u5dee\u5f02\uff1b\u5185\u5bb9\u6df1\u5ea6\u4e0e\u4e2a\u6027\u5316\u7a0b\u5ea6\u7684\u6f14\u8fdb\u673a\u5236\uff1b\u4e8b\u5b9e\u51c6\u786e\u6027\u4fdd\u969c\uff1b\u4ee5\u53caAndroid\u7248\u672c\u548c\u66f4\u591a\u5e94\u7528\u96c6\u6210\u7684\u8ba1\u5212\u3002\u56e2\u961f\u56de\u590d\u8be6\u7ec6\uff0c\u5f3a\u8c03\u4e86\u65e0\u9700\u9884\u8bbe\u8d44\u6599\u3001\u4e3b\u52a8\u63a8\u8350\u548c\u6301\u7eed\u81ea\u9002\u5e94\u7b49\u5dee\u5f02\u5316\u70b9\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 SUN\u7684\u91ce\u5fc3\u5e76\u975e\u518d\u9020\u4e00\u4e2a\u97f3\u9891\u5e73\u53f0\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u57fa\u4e8e\u4e2a\u4eba\u6570\u5b57\u8db3\u8ff9\u7684\u201c\u8ba4\u77e5\u5916\u6302\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u6309\u9700\u751f\u6210\u97f3\u9891\u201d\u8fd9\u4e00\u8868\u5c42\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e00\u4e2a\u52a8\u6001\u7684\u3001\u690d\u6839\u4e8e\u7528\u6237\u4e2a\u4eba\u4e0a\u4e0b\u6587\uff08\u7b14\u8bb0\u3001\u90ae\u4ef6\u3001AI\u5bf9\u8bdd\uff09\u7684\u201c\u77e5\u8bc6\u751f\u6210\u5f15\u64ce\u201d\u3002\u5b83\u6311\u6218\u4e86\u201c\u4eba\u627e\u77e5\u8bc6\u201d\u7684\u4f20\u7edf\u6a21\u5f0f\uff0c\u610f\u56fe\u8fc8\u5411\u201c\u77e5\u8bc6\u627e\u4eba\u201d\u751a\u81f3\u201c\u77e5\u8bc6\u81ea\u6211\u884d\u751f\u201d\u7684\u65b0\u9636\u6bb5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u4ea7\u54c1\u5448\u73b0\u51fa\u4e00\u4e2a\u5173\u952e\u77db\u76fe\uff1a\u5ba3\u4f20\u4e0a\u5f3a\u8c03\u6df1\u5ea6\u4e2a\u6027\u5316\u4e0e\u4e0a\u4e0b\u6587\u7406\u89e3\uff0c\u4f46\u521d\u671f\u4f53\u9a8c\u88ab\u7528\u6237\u6307\u51fa\u4ecd\u505c\u7559\u5728\u201c\u5165\u95e8\u5bfc\u8bba\u201d\u6c34\u5e73\u3002\u8fd9\u63ed\u793a\u4e86\u5176\u6838\u5fc3\u6311\u6218\uff1a\u4ece\u201c\u63a5\u5165\u6570\u636e\u201d\u5230\u201c\u7406\u89e3\u610f\u56fe\u201d\u518d\u5230\u201c\u751f\u6210\u9002\u914d\u8ba4\u77e5\u66f2\u7ebf\u7684\u8fde\u8d2f\u5185\u5bb9\u201d\uff0c\u6bcf\u4e00\u6b65\u90fd\u5b58\u5728\u5de8\u5927\u7684\u6280\u672f\u9e3f\u6c9f\u3002\u5176\u5ba3\u79f0\u7684\u201cAudio Flows\u201d\uff08\u97f3\u9891\u6d41\uff09\u6a21\u5f0f\uff0c\u7c7b\u4f3cTikTok\u7684\u7b97\u6cd5\u63a8\u8350\uff0c\u4f46\u7528\u4e8e\u77e5\u8bc6\u5b66\u4e60\uff0c\u98ce\u9669\u5728\u4e8e\u53ef\u80fd\u6ed1\u5411\u788e\u7247\u5316\u4e0e\u5a31\u4e50\u5316\uff0c\u727a\u7272\u4e86\u77e5\u8bc6\u4f53\u7cfb\u7684\u6df1\u5ea6\u4e0e\u7ed3\u6784\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4e0eNotebookLM\u7684\u6bd4\u8f83\u662f\u4e0d\u53ef\u907f\u514d\u7684\u3002SUN\u7684\u5dee\u5f02\u5316\u53d9\u4e8b\u662f\u201c\u65e0\u9884\u8bbe\u3001\u4e3b\u52a8\u5f0f\u3001\u751f\u6d3b\u5316\u201d\uff0c\u8fd9\u4f7f\u5176\u66f4\u8f7b\u91cf\u3001\u66f4\u5177\u4fb5\u7565\u6027\uff0c\u65e8\u5728\u878d\u5165\u751f\u6d3b\u6d41\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u610f\u5473\u7740\u5b83\u53ef\u80fd\u66f4\u4f9d\u8d56\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u539f\u59cb\u80fd\u529b\uff0c\u5728\u4e13\u4e1a\u6df1\u5ea6\u548c\u51c6\u786e\u6027\u4e0a\u9762\u4e34\u66f4\u4e25\u5cfb\u7684\u8003\u9a8c\u3002\u7528\u6237\u5173\u4e8e\u4e8b\u5b9e\u51c6\u786e\u6027\u7684\u8d28\u7591\u76f4\u6307\u5176\u963f\u5580\u7409\u65af\u4e4b\u8e35\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cSUN\u63cf\u7ed8\u4e86\u4e00\u4e2a\u8bf1\u4eba\u7684\u201c\u88ab\u52a8\u5b66\u4e60\u201d\u672a\u6765\uff0c\u4f46\u5176\u6210\u529f\u4e0e\u5426\u53d6\u51b3\u4e8e\u7b97\u6cd5\u5bf9\u590d\u6742\u4e2a\u4eba\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u7cbe\u5ea6\u3001\u5185\u5bb9\u751f\u6210\u7684\u6df1\u5ea6\u63a7\u5236\u80fd\u529b\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u201c\u4e2a\u6027\u5316\u6d41\u201d\u4e0e\u201c\u7cfb\u7edf\u6027\u5b66\u4e60\u201d\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u3002\u5b83\u4e0d\u6b62\u662f\u4e00\u4e2a\u4ea7\u54c1\uff0c\u66f4\u662f\u4e00\u573a\u5173\u4e8e\u672a\u6765\u77e5\u8bc6\u83b7\u53d6\u65b9\u5f0f\u7684\u5b9e\u9a8c\uff0c\u5176\u8def\u9014\u6ce8\u5b9a\u6f2b\u957f\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\">SUN <\/span>\n <\/div>\n<div class=\"comment-content\">SUN creates interactive audio content on demand. Generate podcasts, audiobooks, or courses on any topic, ask questions while listening, and learn in the context of your life. Unlike static platforms, SUN understands your world\u2014from notes, emails, and AI tools\u2014to deliver truly personalized audio experiences. Built for continuous, screen-free learning that helps you grow every day.<\/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! \ud83c\udf89<\/p>\n<\/p>\n<p>I’m Artin, co-founder and CEO of Sun, an intelligent audio app for curious minds eager to learn something new every day in an immersive, audio-first way.<\/p>\n<\/p>\n<p><strong>\u2b50\ufe0f The founding story<\/strong><\/p>\n<\/p>\n<p>We’re a team of eager learners who live inside audiobooks, podcasts, and research papers. But today’s audio isn’t designed for people like us. Or like you. It’s the same for everyone, same format, same pace, same assumptions about who you are and what you need.<\/p>\n<\/p>\n<p>You have a favorite AI, favorite sources, a life schedule that’s uniquely yours, a way of thinking no one else shares, and a life that couldn’t pause for decision paralysis when browsing to decide what to listen to next.<\/p>\n<\/p>\n<p>Sun is built around that reality.<\/p>\n<\/p>\n<p><strong>\u2b50\ufe0f What’s live today<\/strong><\/p>\n<\/p>\n<p>\ud83e\ude84 Generate whatever you want to listen to, just by speaking to Sun. Type a topic, ask a question, follow a rabbit hole, Sun turns it into a crisp, engaging audio lesson in seconds. No searching, no scrolling, no settling. If you can think it, Sun can teach it.<\/p>\n<\/p>\n<p>\ud83e\udd16 Your favorite AI integration Sun’s users are mostly AI enthusiasts, so we leaned in. Sun learns about you through the AI you already love. Just copy a prompt that works best with Sun, paste the response from ChatGPT, Claude, Gemini, whatever you use, and Sun builds your learning profile your way.<\/p>\n<\/p>\n<p>\ud83c\udfa7 Audio Flows Think audio TikTok. One tap starts an endless, personalized stream of bite-sized audio lessons. Each one flows into the next, built around your interests, your level, your curiosity. It’s the easiest way to learn something new without even trying.<\/p>\n<\/p>\n<p>\ud83d\udcac AI conversation<\/p>\n<\/p>\n<p>\u2600\ufe0f Sun Originals for the PH Community We’re launching with exclusive content made for builders and curious minds: deep-dive case studies on the hottest companies, breakdowns of iconic product decisions, and stories behind the startups you follow. This is our gift to the Product Hunt community.<\/p>\n<\/p>\n<p><strong>\u2b50\ufe0f Coming soon<\/strong><\/p>\n<\/p>\n<p>\ud83d\udd17 More integrations, connect the tools you already live in: note-taking apps like Notion, devices like Plaud, your email, and more<\/p>\n<p>\u2728 Instant recommendations, Sun surfaces what you should learn next before you even ask<\/p>\n<p><strong>\u2b50\ufe0f A final note<\/strong><\/p>\n<\/p>\n<p>Our dream is a world where in-context learning, delivered through the healthiest medium, audio, drives continuous growth for everyone, every day. We’d love every curious mind in the PH community to join us and help make this real. Try Sun today with invite code <strong>PHFRIENDS<\/strong> and share your feedback.<\/p>\n<\/p>\n<p>PS: A huge shoutout to our beta users. We wouldn’t be here without you. \ud83d\ude4f<\/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\/@artinbogdanov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artinbogdanov<\/a> best!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@artinbogdanov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artinbogdanov<\/a> Quick question: How does Sun adapt pacing or depth based on my profile, and what’s one beta tweak that boosted retention most?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@artinbogdanov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@artinbogdanov<\/a> When Sun generates an audio lesson from a spoken prompt, how do you ensure factual accuracy, especially for fast-moving topics where the underlying model’s training data might already be outdated?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting. I see a little overlap with Shazam \u2013 is there any possibility to find music that way too and then customise it accordingly? <\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thanks for the question! Right now, SUN focuses on non-fiction audio, like podcasts, courses, and audiobooks for curious learners. Music isn\u2019t part of the experience yet, but we love the idea and might explore it in the future, since music is such a big and fun part of audio!<\/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=\"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> We generate and deliver spoken audio like podcasts, audiobooks, and audio experiences, created specifically for you.<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>People often ask: how is SUN different from NotebookLM? Here\u2019s the scoop \ud83d\ude0e<\/p>\n<ol>\n<li>\n<p><strong>Tool integrations<\/strong> \u2014 we connect with your favorite tools (like note-taking apps), so your knowledge flows in automatically. No manual uploads, no hassle!<\/p>\n<\/li>\n<li>\n<p><strong>Learns about you<\/strong> \u2014 SUN actually understands your context and proactively generates personalized audio content just for you. \ud83e\ude84<\/p>\n<\/li>\n<li>\n<p><strong>Community-curated content<\/strong> \u2014 beyond your own stuff, you get access to high-quality content from the community. Learn from the best!<\/p>\n<\/li>\n<li>\n<p><strong>Audio-first experience<\/strong> \u2014 SUN isn\u2019t just analysis. Think podcasts, courses, and audiobooks \u2014 all ready to listen anytime. \ud83c\udfa7<\/p>\n<\/li>\n<\/ol>\n<p>In short: less uploading, more learning, all audio, all personalized. \u2600\ufe0f<\/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\/@amy_wenyan_hua\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amy_wenyan_hua<\/a> Thanks Amy. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 like what I’m seeing so far. My only question is how it handles depth over time. First lesson felt like a solid intro but I want to know if it gets harder as it learns about me.<\/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>Hi <a href=\"https:\/\/www.producthunt.com\/@jiaqichen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiaqichen<\/a> , first of all, thank you for giving it a try. Personalization and adaptive learning are our top priorities for upcoming releases. The promise of SUN goes beyond a single session. We want you to get real value from every lesson and interaction, while SUN continuously learns about you as you explore each topic. I\u2019d love to hear your feedback and learn how we can make SUN the perfect audio experience companion for you.<\/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>This is a nice direction turning learning into something you can just listen to fits really well into daily life curious how personalised the experience feels over time as you use it more<\/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\/@simon_clarkson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@simon_clarkson<\/a> So glad our mission resonates with you! We actually had a slogan: <em>\u201cLearn while you live your life.\u201d<\/em> SUN constantly learns about your preferences and emerging context, adapting as you go. Can\u2019t wait for you to try it and see how it evolves! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@simon_clarkson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@simon_clarkson<\/a> Thank you, Simon. Excited to get you feedback. <\/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>Congratulations 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\">@igor_ryabenkiy Thank you, Igor! Really appreciate the support.<\/div>\n<div class=\"comment-actions\">\n<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\/@igor_ryabenkiy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@igor_ryabenkiy<\/a> Thank you, Igor. SUN is rising! \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>Wow! I\u2019m more of an auditory learner, and your concept really resonates with me. Congrats on the launch, I\u2019ll definitely give it a try!<\/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\/@a_hryshchenia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@a_hryshchenia<\/a> Thank you, Ana. Looking forward to getting your feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@a_hryshchenia Ana, SUN is perfect for you! We\u2019d love to hear your thoughts on the audio quality once you’ve had a chance to dive in.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 promising, congrats guys! How is it different than NotebookLLM audio generation?<\/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\">@farbodsaraf that was my first thought too!<\/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\/@farbodsaraf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@farbodsaraf<\/a> great question. Here\u2019s how SUN is fundamentally different:<\/p>\n<ol>\n<li>\n<p><strong>No dataset required<\/strong><br \/>You don\u2019t need PDFs, notes, or existing content. Just describe what you want, and SUN creates it instantly.<\/p>\n<\/li>\n<li>\n<p><strong>You don\u2019t need to know what to ask<\/strong><br \/>Most people don\u2019t wake up knowing exactly what they need. SUN proactively surfaces what\u2019s relevant based on your behavior, goals, and interests.<\/p>\n<\/li>\n<li>\n<p><strong>Fully customizable experience<\/strong><br \/>Control duration, depth, voice, language, and structure. It adapts to you, not the other way around.<\/p>\n<\/li>\n<li>\n<p><strong>Continuous, not one-off<\/strong><br \/>SUN isn\u2019t a single session. Every interaction builds on the last, creating a compounding, personalized stream over time.<\/p>\n<\/li>\n<li>\n<p><strong>Built for real life<\/strong><br \/>Designed for moments that usually go unused. Commuting, walking, working out. It fits seamlessly into your day.<\/p>\n<\/li>\n<li>\n<p><strong>Community layer<\/strong><br \/>Discover what others are generating, what\u2019s trending, and explore beyond your own prompts.<\/p>\n<\/li>\n<li>\n<p><strong>Integrations<\/strong><br \/>Connect tools like Plaud. SUN turns your captured content into structured audio experiences and recommendations.<\/p>\n<\/li>\n<li>\n<p><strong>Hybrid content model<\/strong><br \/>Not everything is generated. SUN can also surface high-signal snippets from original content when it adds value.<\/p>\n<\/li>\n<\/ol>\n<p>In short, you don\u2019t search for content. You generate it, and over time, it starts generating itself for you.<\/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>Hi everyone! \ud83d\ude80 Ahmed here, Founding AI Engineer at SUN.<\/p>\n<p>We built SUN because we wanted to turn “dead time” into learning time, without adding more screen fatigue to our lives.<\/p>\n<p>With SUN, you can turn literally any topic into a personalized, AI-generated audio course. It goes beyond standard audio because it’s fully interactive, you can ask questions right in the middle of playback. It\u2019s built entirely for continuous, hands-free learning that fits naturally into your commutes, gym sessions, and daily routines.<\/p>\n<p>We’re so excited to get this into your hands. Give it a spin and let me know what you think in the comments! What’s the first thing you’re going to learn about?<\/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\/@ahmedtammaa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ahmedtammaa<\/a> Can\u2019t wait to see all the creative audio courses people come up with using SUN. Let\u2019s go! \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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ahmedtammaa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ahmedtammaa<\/a> well said! <\/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>Interesting! Much needed concept, but how it is different from notebookLM?? There I can generate podcast, notes and quiz etc.<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Responded to this question below. Here’s the copy of my response: <\/p>\n<p>“<br \/><strong>No dataset required<\/strong><br \/>You don\u2019t need PDFs, notes, or existing content. Just describe what you want, and SUN creates it instantly.<\/p>\n<ol>\n<li>\n<p><strong>You don\u2019t need to know what to ask<\/strong><br \/>Most people don\u2019t wake up knowing exactly what they need. SUN proactively surfaces what\u2019s relevant based on your behavior, goals, and interests.<\/p>\n<\/li>\n<li>\n<p><strong>Fully customizable experience<\/strong><br \/>Control duration, depth, voice, language, and structure. It adapts to you, not the other way around.<\/p>\n<\/li>\n<li>\n<p><strong>Continuous, not one-off<\/strong><br \/>SUN isn\u2019t a single session. Every interaction builds on the last, creating a compounding, personalized stream over time.<\/p>\n<\/li>\n<li>\n<p><strong>Built for real life<\/strong><br \/>Designed for moments that usually go unused. Commuting, walking, working out. It fits seamlessly into your day.<\/p>\n<\/li>\n<li>\n<p><strong>Community layer<\/strong><br \/>Discover what others are generating, what\u2019s trending, and explore beyond your own prompts.<\/p>\n<\/li>\n<li>\n<p><strong>Integrations<\/strong><br \/>Connect tools like Plaud. SUN turns your captured content into structured audio experiences and recommendations.<\/p>\n<\/li>\n<li>\n<p><strong>Hybrid content model<\/strong><br \/>Not everything is generated. SUN can also surface high-signal snippets from original content when it adds value.<\/p>\n<\/li>\n<\/ol>\n<p>In short, you don\u2019t search for content. You generate it, and over time, it starts generating itself for you.<br \/>“<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congratulations on the launch!!<\/div>\n<div class=\"comment-actions\">\n<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\/@chimwemwe\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chimwemwe<\/a> thanks!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey this is cool. How many apps today i can connect with Sun? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shubham_kukreti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_kukreti<\/a> you can connect any AI chat app, Plaud, and we are working on adding more notetakers. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@junyu_huang2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@junyu_huang2<\/a> thank you! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The AI profile idea is genius. Does it continuously update as I use the app or is it a one-time 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\/@amraniyasser\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amraniyasser<\/a> yes, plus you can connect your notetakers for additional context. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 Android plans? Asking for someone I want to share this with.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jinhao_bai2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jinhao_bai2<\/a> Yes! We\u2019re actively working on an Android version. coming soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I really like this product. On-demand audio content is enjoyable while driving.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@andyfuture\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andyfuture<\/a> driving is one of our main use cases. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Wow! Such a great idea \ud83d\udd25<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dmitry_zakharov_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitry_zakharov_ai<\/a> thanks, Dmitry. Looking forward getting you feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 shipping this Artin! <\/p>\n<\/p>\n<p>The AI integration approach where users can paste responses from their preferred models like Claude or ChatGPT to build their learning profile is clever since it meets people where they already are, though I’m wondering how you balance maintaining that personalization without the audio content becoming too narrow or echo-chambery over time? \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Great question, and thanks so much!<\/p>\n<\/p>\n<p>When we think about personalization, we\u2019re very intentional about balancing it with exploration. We don\u2019t just optimize for what you already like. We also introduce adjacent topics and new directions to keep the experience fresh. We also group users by similar interests, so you benefit not only from your own preferences but also from patterns we see across people with overlapping curiosity. This helps avoid the experience becoming too narrow while still staying highly relevant.<\/p>\n<\/p>\n<p>Excited for you to try it and see how it evolves!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great idea! Was just thinking about this, but for the content creators I’ve subscribed to through SRS, would be lovely if this becomes supported someday (e.g., RSS integration that turns your subscribed articles to podcast, like what’s jellypod is aiming to do: <a href=\"https:\/\/www.reddit.com\/r\/rss\/s\/Y0gqhqI9Jf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.reddit.com\/r\/rss\/s\/Y…<\/a>)<\/p>\n<\/p>\n<p>Nevertheless, cool idea! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@odyash\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@odyash<\/a> Oh we love this idea! RSS \u2192 audio is such a natural fit. Adding it to our roadmap! <\/p>\n<\/p>\n<p>And appreciate the kind words, glad it resonates<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Happy launch day! Used PHFRIENDS. First lesson was great. Already thinking about what to ask next.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on this launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peng_wood\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peng_wood<\/a> Thank you! <\/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>Can I configure interests in the flow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on launching! Can you add ability to listen a topic with a group of people? Chatting and discussing topic?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@den_go\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@den_go<\/a> goes to the backlog. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 am currently trying it out right now! It is a really fun product concept. Something that I was reaching for almost immediately was a transcript or captions though. I am not sure if there is a setting available currently that I am missing.<\/p>\n<p>I was planning to go through a few different 15 minute lessons to see what kind of different lesson structures it builds.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Downloaded this morning. The onboarding took me a second to understand. The AI integration step wasn’t immediately obvious. Once I got it though, it clicked.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mingjian_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mingjian_li<\/a> Totally hear you on the onboarding. The AI integration step is a key part of the experience, so if it\u2019s not immediately obvious, that\u2019s on us to make it clearer and more intuitive.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just downloaded. Is there a way to save lessons I like? Heard something interesting and wanted to bookmark it but couldn’t find the option.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jennyxxie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jennyxxie<\/a> thanks for trying SUN, Jenny! \ud83d\ude4f Right now, bookmarking\/saving lessons isn\u2019t fully built out yet (you\u2019re not missing anything). We\u2019ve heard this request a lot, and it\u2019s high on our roadmap!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Okay I just tried the Audio Flows and did not expect to sit here for 20 minutes straight. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really like the concept and the first lesson was great. My only question is whether it gets deeper over time or stays at the same introductory level. Hoping it learns fast.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shijun_liu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shijun_liu<\/a> yes, SUN is designed to adapt depth based on 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\">I need invite code \ud83e\udd13<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love that someone made the idea I had! I started doing this same thing with a set of prompts that I built for myself! Great idea guys, keep going!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/5SNFLTIZ4KC4CZ\" class=\"app-title\">Google Search Live<\/a><\/p>\n<div class=\"one-liner\"> Interactive, multimodal conversation in AI Mode<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">252<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Google Search Live \u662f\u4e00\u6b3e\u96c6\u6210\u8bed\u97f3\u548c\u6444\u50cf\u5934\u7684\u591a\u6a21\u6001AI\u641c\u7d22\u5de5\u5177\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u5b9e\u65f6\u5bf9\u8bdd\u4e0e\u89c6\u89c9\u4ea4\u4e92\u83b7\u53d6\u4fe1\u606f\uff0c\u89e3\u51b3\u4e86\u5728\u52a8\u6001\u3001\u590d\u6742\u6216\u96be\u4ee5\u7528\u6587\u5b57\u63cf\u8ff0\u7684\u73b0\u5b9e\u573a\u666f\u4e2d\u5373\u65f6\u83b7\u53d6\u7b54\u6848\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\/18b68e66-f021-4c72-b33a-63b59eda3a0f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/74565d0c-247c-407e-9ea4-95af1d9111eb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aec95eb6-e7da-468e-a59f-5775bcb8b75c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Search<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u591a\u6a21\u6001AI\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u5bf9\u8bdd<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u5168\u7403\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">Gemini\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">Google Lens\u5347\u7ea7<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u60c5\u5883\u611f\u77e5<\/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\u5168\u7403\u53d1\u5e03\u548c\u5bf9\u8bdd\u5f0f\u4ea4\u4e92\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u6444\u50cf\u5934\u96c6\u6210\u5de7\u5999\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8e\u5176\u5728\u5b9e\u9645\u6df7\u4e71\u573a\u666f\uff08\u5982\u5608\u6742\u5e02\u573a\uff09\u4e2d\u7684\u8bc6\u522b\u4e0e\u591a\u8bed\u8a00\u5904\u7406\u80fd\u529b\uff0c\u8fd9\u6307\u5411\u4e86\u4ea7\u54c1\u771f\u5b9e\u843d\u5730\u7684\u6280\u672f\u6311\u6218\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 Google Search Live\u7684\u5168\u7403\u94fa\u5f00\uff0c\u8fdc\u4e0d\u6b62\u662f\u4e00\u6b21\u529f\u80fd\u66f4\u65b0\uff0c\u800c\u662fGoogle\u5c06\u641c\u7d22\u4ece\u201c\u4fe1\u606f\u7d22\u5f15\u201d\u63a8\u5411\u201c\u60c5\u5883\u7406\u89e3\u201d\u7684\u5173\u952e\u843d\u5b50\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u201cLive\u201d\u2014\u2014\u5b83\u8bd5\u56fe\u6355\u6349\u5e76\u5904\u7406\u90a3\u4e9b\u8f6c\u77ac\u5373\u901d\u3001\u96be\u4ee5\u7ed3\u6784\u5316\u63cf\u8ff0\u7684\u5b9e\u65f6\u73b0\u5b9e\u9700\u6c42\uff0c\u6bd4\u5982\u5bf9\u7740\u6742\u4e71\u51b0\u7bb1\u8be2\u95ee\u665a\u9910\u521b\u610f\uff0c\u6216\u5728\u5f02\u56fd\u8857\u5934\u5373\u65f6\u7ffb\u8bd1\u6807\u8bc6\u5e76\u8be2\u95ee\u5386\u53f2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u5149\u9c9c\u7684\u201c\u591a\u6a21\u6001\u201d\u4e0e\u201c\u81ea\u7136\u5bf9\u8bdd\u201d\u5ba3\u4f20\u4e4b\u4e0b\uff0c\u6f5c\u85cf\u7740\u5de8\u5927\u6311\u6218\u3002\u7528\u6237\u5173\u4e8e\u201c\u5728\u5608\u6742\u5370\u5ea6\u5e02\u573a\u8bc6\u522b\u5370\u5730\u8bed\u98df\u6750\u201d\u7684\u8bc4\u8bba\uff0c\u4e00\u9488\u89c1\u8840\u5730\u523a\u7834\u4e86\u6f14\u793a\u89c6\u9891\u7684\u7406\u60f3\u6ce1\u6cab\u3002\u8fd9\u8003\u9a8c\u7684\u4e0d\u4ec5\u662fGemini 3.1 Flash\u7684\u6a21\u578b\u80fd\u529b\uff0c\u66f4\u662f\u5bf9\u590d\u6742\u5149\u7ebf\u3001\u906e\u6321\u3001\u65b9\u8a00\u53e3\u97f3\u3001\u6587\u5316\u7279\u5b9a\u7269\u54c1\u7b49\u957f\u5c3e\u73b0\u5b9e\u573a\u666f\u7684\u9c81\u68d2\u6027\u3002\u76ee\u524d\u7684\u6280\u672f\u80fd\u5426\u5728\u201c\u771f\u5b9e\u4e16\u754c\u7684\u6df7\u6c8c\u201d\u4e2d\u4fdd\u6301\u6d41\u7545\u4f53\u9a8c\uff0c\u800c\u975e\u4ec5\u9002\u7528\u4e8e\u6f14\u793a\u4e2d\u7684\u6574\u6d01\u73af\u5883\uff0c\u662f\u5176\u80fd\u5426\u771f\u6b63\u53d6\u4ee3\u4f20\u7edf\u641c\u7d22\u4e60\u60ef\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u6218\u7565\u770b\uff0c\u8fd9\u662fGoogle\u5bf9Perplexity\u7b49\u5bf9\u8bdd\u5f0fAI\u641c\u7d22\u4ea7\u54c1\u7684\u9632\u5fa1\u6027\u53cd\u51fb\uff0c\u4e5f\u662f\u5c06AI\u4ece\u804a\u5929\u673a\u5668\u4eba\uff08Bard\/Gemini\uff09\u65e0\u7f1d\u690d\u5165\u5176\u6700\u6838\u5fc3\u3001\u6700\u9ad8\u9891\u5165\u53e3\uff08\u641c\u7d22\uff09\u7684\u5fc5\u7136\u4e00\u6b65\u3002\u5176\u98ce\u9669\u5728\u4e8e\uff0c\u82e5\u4f53\u9a8c\u4e0d\u591f\u7cbe\u51c6\u53ef\u9760\uff0c\u9891\u7e41\u7684\u8bed\u97f3\u4e0e\u89c6\u89c9\u4ea4\u4e92\u53ef\u80fd\u5e26\u6765\u66f4\u9ad8\u7684\u8ba4\u77e5\u8d1f\u62c5\u4e0e\u5931\u671b\u611f\uff0c\u53cd\u800c\u635f\u5bb3\u641c\u7d22\u7684\u201c\u5373\u5f97\u6027\u201d\u91d1\u5b57\u62db\u724c\u3002\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u6280\u672f\u6df1\u5ea6\u80fd\u5426\u652f\u6491\u8d77\u5176\u5ba3\u79f0\u7684\u201c\u81ea\u7136\u201d\uff0c\u5426\u5219\u5b83\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u70ab\u6280\u800c\u8106\u5f31\u7684AI\u529f\u80fd\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Google Search Live<\/span>\n <\/div>\n<div class=\"comment-content\">Google is expanding Search Live globally which was teased during the event last year, to all languages and locations where AI Mode is available.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>**Search Live** is now available globally \u2014 200+ countries, all languages, voice and camera included.<\/p>\n<p>Powered by Gemini 3.1 Flash Live, conversations are more natural, multilingual by default, and work the way you think: just speak.<\/p>\n<p>**How it works:**<br \/>– Open the Google app on Android or iOS and tap the Live icon under the Search bar<br \/>– Ask questions out loud and get audio responses, with follow-up support and web links<br \/>– Enable your camera to add visual context \u2014 Search sees what you see and responds accordingly<br \/>– Already using Google Lens? Tap Live at the bottom to start a real-time conversation about what’s in front of you.<\/p>\n<p>Check out the video <a href=\"https:\/\/x.com\/Google\/status\/2037201891130523917?s=20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>demo here<\/strong><\/a><\/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\/@adithya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adithya<\/a> How well does the camera handle real-world chaos, like identifying ingredients in a busy Indian market while chatting in Hindi?<\/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>It’s super cool man!<\/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>Congrats on the global rollout, this is huge for making AI search actually conversational instead of just typed queries. The camera integration sounds really clever for those moments when you need to ask about something right in front of you but can’t quite describe it in words. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/GLXNFJYCJEIRKR\" class=\"app-title\">Genzi<\/a><\/p>\n<div class=\"one-liner\">The social app built around music<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">195<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Genzi\u662f\u4e00\u6b3e\u56f4\u7ed5\u97f3\u4e50\u6784\u5efa\u7684\u793e\u4ea4\u5e94\u7528\uff0c\u901a\u8fc7\u5728\u542c\u6b4c\u5206\u4eab\u3001\u97f3\u4e50\u53d1\u73b0\u3001\u98ce\u683c\u793e\u533a\u548c\u7ebf\u4e0b\u6d3b\u52a8\u7b49\u573a\u666f\uff0c\u89e3\u51b3\u97f3\u4e50\u7231\u597d\u8005\u542c\u6b4c\u4f53\u9a8c\u5b64\u7acb\u3001\u96be\u4ee5\u57fa\u4e8e\u97f3\u4e50\u5174\u8da3\u8fdb\u884c\u6df1\u5ea6\u793e\u4ea4\u8fde\u63a5\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\/a4fb48d9-7178-4095-bc8c-f497ec7d6f98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1f749676-9557-4509-9610-3ea1011614e4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e064b0ea-7158-4942-a50e-ebae4d2417ce.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fa6a3b52-7bd2-4603-be83-affe42e68519.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Music<\/span><br \/>\n <span class=\"tag\">Events<\/span><br \/>\n <span class=\"tag\">Social Media<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u97f3\u4e50\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u5174\u8da3\u793e\u533a<\/span><br \/>\n <span class=\"tag\">\u7ebf\u4e0b\u6d3b\u52a8<\/span><br \/>\n <span class=\"tag\">\u97f3\u4e50\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u542c\u6b4c\u5206\u4eab<\/span><br \/>\n <span class=\"tag\">\u793e\u7fa4\u4e92\u52a8<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u65b9\u5f0f<\/span><br \/>\n <span class=\"tag\">\u6587\u5316\u5a31\u4e50<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u793e\u4ea4<\/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\u97f3\u4e50\u793e\u4ea4\u65b9\u5411\u53ca\u7ebf\u4e0b\u6d3b\u52a8\u7ed3\u5408\u70b9\uff0c\u4f46\u666e\u904d\u8d28\u7591\u6838\u5fc3\u7528\u6237\u884c\u4e3a\u52a8\u673a\uff08\u4e3a\u4f55\u5206\u4eab\u800c\u975e\u79c1\u5bc6\u6536\u542c\uff09\u53ca\u4e0eSpotify\u7b49\u73b0\u6709\u529f\u80fd\u7684\u5dee\u5f02\u5316\u3002\u56e2\u961f\u56de\u5e94\u5c06\u4f9d\u8d56\u4e2a\u6027\u5316\u7b97\u6cd5\u8fdb\u884c\u53d1\u73b0\uff0c\u5e76\u5f3a\u8c03\u5176\u96c6\u793e\u533a\u3001\u6d3b\u52a8\u3001\u793e\u4ea4\u4e8e\u4e00\u4f53\u7684\u6574\u5408\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 Genzi\u8bd5\u56fe\u5207\u5165\u4e00\u4e2a\u88ab\u53cd\u590d\u9a8c\u8bc1\u4e3a\u201c\u9677\u9631\u201d\u7684\u8d5b\u9053\uff1a\u7eaf\u97f3\u4e50\u793e\u4ea4\u3002\u5176\u6838\u5fc3\u77db\u76fe\u5728\u4e8e\uff0c\u542c\u6b4c\u884c\u4e3a\u672c\u8d28\u662f\u79c1\u5bc6\u3001\u6c89\u6d78\u4e14\u975e\u5373\u65f6\u4ea4\u4e92\u7684\uff0c\u8fd9\u4e0e\u793e\u4ea4\u5e73\u53f0\u8981\u6c42\u7684\u516c\u5f00\u3001\u4e92\u52a8\u3001\u5373\u65f6\u6027\u5b58\u5728\u6df1\u5c42\u51b2\u7a81\u3002\u5386\u53f2\u4e0aLast.fm\u3001Spotify\u7684\u793e\u4ea4\u5c1d\u8bd5\u5747\u672a\u6210\u4e3b\u6d41\uff0c\u4fbf\u662f\u660e\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n Genzi\u63d0\u51fa\u7684\u201c\u793e\u533a\u201d\u548c\u201c\u7ebf\u4e0b\u6d3b\u52a8\u201d\u770b\u4f3c\u662f\u7834\u5c40\u70b9\uff0c\u5c06\u793e\u4ea4\u4ece\u201c\u540c\u6b65\u542c\u6b4c\u201d\u7684\u4f2a\u9700\u6c42\u8f6c\u5411\u201c\u4ee5\u97f3\u4e50\u4e3a\u6807\u7b7e\u7684\u5174\u8da3\u56fe\u8c31\u201d\u548c\u201c\u7ebf\u4e0b\u573a\u666f\u5bfc\u6d41\u201d\u3002\u8fd9\u786e\u5b9e\u66f4\u63a5\u8fd1\u771f\u5b9e\u9700\u6c42\u2014\u2014\u4eba\u4eec\u56e0\u76f8\u4f3c\u54c1\u5473\u4ea7\u751f\u5f52\u5c5e\u611f\uff0c\u5e76\u6e34\u671b\u5728\u7ebf\u4e0b\u573a\u666f\u4e2d\u5151\u73b0\u3002\u7136\u800c\uff0c\u8fd9\u4f7f\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u4ea7\u54c1\u91cd\u5fc3\u53d8\u5f97\u6a21\u7cca\uff1a\u5b83\u662f\u5728\u4e0e\u8c46\u74e3\u5c0f\u7ec4\u3001Meetup\u3001\u751a\u81f3\u7968\u52a1\u5e73\u53f0\u7684\u90e8\u5206\u529f\u80fd\u7ade\u4e89\uff0c\u800c\u975e\u76f4\u63a5\u6311\u6218\u6d41\u5a92\u4f53\u5de8\u5934\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u8bc4\u8bba\u4e2d\u7684\u7280\u5229\u63d0\u95ee\u76f4\u6307\u547d\u95e8\uff1a\u7528\u6237\u4e3b\u52a8\u5206\u4eab\u542c\u6b4c\u72b6\u6001\u7684\u52a8\u529b\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f\u662f\u5bfb\u6c42\u8ba4\u540c\u3001\u5851\u9020\u4eba\u8bbe\uff0c\u8fd8\u662f\u53d1\u73b0\u540c\u597d\uff1f\u82e5\u7f3a\u4e4f\u72ec\u7279\u7684\u4ef7\u503c\u951a\u70b9\uff0cGenzi\u6781\u6613\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u4fe1\u606f\u6d41\u566a\u97f3\u6e90\u3002\u56e2\u961f\u56de\u5e94\u7684\u201c\u4e2a\u6027\u5316\u7b97\u6cd5\u201d\u662f\u6807\u51c6\u7b54\u6848\uff0c\u4f46\u975e\u7ade\u4e89\u4f18\u52bf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u673a\u4f1a\u6216\u8bb8\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u201c\u97f3\u4e50\u8eab\u4efd\u201d\u8f6c\u5316\u4e3a\u4e00\u79cd\u9ad8\u7c98\u6027\u7684\u793e\u4ea4\u8d27\u5e01\uff0c\u5e76\u5728\u7ebf\u4e0b\u6d3b\u52a8\u4e2d\u5f62\u6210\u95ed\u73af\u4f53\u9a8c\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u770b\u5230\u4e86\u771f\u5b9e\u75db\u70b9\uff08\u97f3\u4e50\u5b64\u72ec\uff09\uff0c\u5374\u63d0\u4f9b\u4e86\u65e0\u529b\u89e3\u51b3\u65b9\u6848\uff08\u6cdb\u793e\u4ea4\u529f\u80fd\u53e0\u52a0\uff09\u7684\u6848\u4f8b\u3002\u5176\u6210\u8d25\u5173\u952e\uff0c\u4e0d\u5728\u4e8e\u529f\u80fd\u591a\u5be1\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5b9a\u4e49\u4e00\u4e2a\u65e0\u9700\u8d39\u529b\u89e3\u91ca\u3001\u7528\u6237\u81ea\u53d1\u613f\u610f\u91cd\u590d\u7684\u201c\u6838\u5fc3\u793e\u4ea4\u52a8\u4f5c\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\">Genzi<\/span>\n <\/div>\n<div class=\"comment-content\">Genzi is the social app built around music. Share what you’re listening to, discover new music and artists, join communities built around your style, and find events where music brings people together in real life.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Genzi started in 2022. We had the idea, validated it, and then had to pause. Budget ran out and life happened. For four years the app sat there, unfinished.<\/p>\n<p>We never stopped thinking about it though. Music is too social to not have a place built around it, and that kept pulling us back.<br \/>\nSo we rebuilt it. And here we are.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rigoc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rigoc<\/a> hey!! Spotify and last fm have been trying to crack social music for years and mostly failed because listening is inherently private, what’s the specific behavior that makes someone want to share what they’re hearing rather than just passively consume it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rigoc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rigoc<\/a> The taste of music means a lot glad to see apps being built around 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 like this angle. Music is already social, but most apps still feel quite isolated in how you experience it. The idea of connecting people around shared taste and real-world events makes sense.<\/p>\n<\/p>\n<p>How are you handling discovery though? That\u2019s always the bit that either keeps people coming back or not.<\/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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> Thanks! Discovery will be based on personalized algorithm based on your favorite artists, genres, music, and similar events\/communities you show interest in!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> <\/p>\n<p>“Great launch! Upvoted and supported. <strong>I just launched my platform yesterday too!<\/strong> Would love to have you visit my profile and connect. Keep up the great work!”<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Curious how you differentiate from Spotify social features or existing music communities.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ion_simion_bajinaru\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ion_simion_bajinaru<\/a> Spotify’s social feature is quite limited. We combine communities event and social interaction in a centralized app. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Cool bro<\/div>\n<div class=\"comment-actions\">\n<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\/@krystian_n_l_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krystian_n_l_<\/a> thank you<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Music has always been social<br \/>but most platforms made it feel personal and isolated.<\/p>\n<p>Turning music into a shared experience again<br \/>with communities and real connections<br \/>feels like the right direction.<\/p>\n<p>Curious how you plan to keep it from becoming<br \/>just another feed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching! A whole app built around sharing music. I love it! Do the communities form around specific artists or more around genres? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@aya_vlasoff\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aya_vlasoff<\/a> the user decides \ud83d\ude42 could be about an artist, a genre, or even both. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 idea! Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@basharath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@basharath<\/a> thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a cool concept! Android when?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> coming soon \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ZFERG6IQAYBJAF\" class=\"app-title\">Parallel Code<\/a><\/p>\n<div class=\"one-liner\">Use Claude Code, Codex, and Gemini in parallel<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">153<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Parallel Code \u662f\u4e00\u6b3e macOS \u5e94\u7528\uff0c\u901a\u8fc7\u4e3a\u6bcf\u4e2aAI\u7f16\u7a0b\u52a9\u624b\u81ea\u52a8\u521b\u5efa\u72ec\u7acb\u7684Git\u5206\u652f\u548c\u5de5\u4f5c\u533a\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u5e76\u884c\u4f7f\u7528\u591a\u4e2aAI\u6a21\u578b\u8fdb\u884c\u7f16\u7801\uff0c\u89e3\u51b3\u4e86\u591a\u4efb\u52a1\u5e76\u884c\u65f6\u7ba1\u7406\u6df7\u4e71\u3001\u4e0a\u4e0b\u6587\u51b2\u7a81\u548c\u6548\u7387\u4f4e\u4e0b\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\/eb257154-be4f-40f5-a348-6c9a669565d2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2b88b715-aee3-41ba-83c3-df2e9d9c0cd9.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4bbaf640-b128-4766-a6ec-63e90855ff90.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\/d3b47b68-86f2-4a4c-ba7b-f55b5ef10b01.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/sLf0tsQA3pU\"><source src=\"https:\/\/youtu.be\/sLf0tsQA3pU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5e76\u884c\u8ba1\u7b97<\/span><br \/>\n <span class=\"tag\">Git\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u76d1\u63a7<\/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\u6838\u5fc3\u7684Git\u5de5\u4f5c\u533a\u9694\u79bb\u7406\u5ff5\uff0c\u8ba4\u4e3a\u80fd\u6709\u6548\u7ba1\u7406\u591a\u4e2a\u5e76\u884c\u4efb\u52a1\u3002\u4e3b\u8981\u5173\u6ce8\u70b9\u5305\u62ec\uff1a\u4e0d\u540c\u6a21\u578b\u8f93\u51fa\u8d28\u91cf\u5bf9\u6bd4\u3001\u4e0a\u4e0b\u6587\u9694\u79bb\u4e0e\u5171\u4eab\u673a\u5236\u3001\u6f5c\u5728\u7684\u6280\u672f\u7a33\u5b9a\u6027\u3001\u56e2\u961f\u534f\u4f5c\u53ef\u80fd\u6027\uff0c\u4ee5\u53ca\u5177\u4f53\u529f\u80fd\u7ec6\u8282\u5982\u624b\u673a\u76d1\u63a7\u548c\u51b2\u7a81\u5904\u7406\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 Parallel Code \u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u6ca1\u6709\u9009\u62e9\u53bb\u201c\u91cd\u6784\u201d\u6216\u201c\u5305\u88c5\u201dAI\u7f16\u7a0b\u52a9\u624b\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u662f\u9009\u62e9\u6210\u4e3a\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u201c\u4ea4\u901a\u7ba1\u5236\u7cfb\u7edf\u201d\u3002\u8fd9\u770b\u4f3c\u4fdd\u5b88\u7684\u8bbe\u8ba1\uff0c\u6070\u6070\u662f\u5176\u6700\u5927\u7684\u4ef7\u503c\uff1a\u96f6\u5207\u6362\u6210\u672c\u548c\u5bf9AI\u5de5\u5177\u5feb\u901f\u6f14\u8fdb\u7684\u517c\u5bb9\u6027\u3002\u5b83\u7cbe\u51c6\u5730\u6233\u4e2d\u4e86\u5f53\u524dAI\u8f85\u52a9\u7f16\u7a0b\u7684\u4e00\u4e2a\u6838\u5fc3\u77db\u76fe\uff1a\u5f00\u53d1\u8005\u6e34\u671b\u5e76\u884c\u5229\u7528\u591a\u4e2a\u6a21\u578b\u7684\u201c\u96c6\u4f53\u667a\u6167\u201d\u6765\u63d0\u5347\u6548\u7387\uff0c\u4f46\u7ec8\u7aef\u3001Git\u548c\u6587\u4ef6\u7cfb\u7edf\u7684\u7ebf\u6027\u7ba1\u7406\u65b9\u5f0f\u5374\u6210\u4e86\u74f6\u9888\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u5206\u652f\u201d\u548c\u201c\u5de5\u4f5c\u533a\u201d\u8fd9\u4e24\u4e2a\u6210\u719f\u7684Git\u6982\u5ff5\u4f5c\u4e3a\u9694\u79bb\u5355\u5143\uff0c\u662f\u4e00\u4e2a\u6781\u5177\u5de5\u7a0b\u601d\u7ef4\u7684\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u7ba1\u7406\u201c\u8ba1\u7b97\u8fc7\u7a0b\u201d\u7684\u526f\u4f5c\u7528\uff08\u4ee3\u7801\u53d8\u66f4\uff09\uff0c\u800c\u975e\u8fc7\u7a0b\u672c\u8eab\u3002\u8fd9\u4f7f\u5f97\u5b83\u53ef\u4ee5\u51b7\u9759\u5730\u65c1\u89c2Claude\u3001Codex\u3001Gemini\u7b49\u6a21\u578b\u5728\u5404\u81ea\u7684\u6c99\u7bb1\u91cc\u201c\u72c2\u5954\u201d\uff0c\u65e0\u8bba\u5b83\u4eec\u5185\u90e8\u5982\u4f55\u8fed\u4ee3\uff0c\u6700\u7ec8\u53ea\u9700\u9a8c\u6536\u5176\u4ea7\u51fa\u7684\u4ee3\u7801\u5dee\u5f02\u5373\u53ef\u3002\u8fd9\u79cd\u67b6\u6784\u8ba9\u5de5\u5177\u672c\u8eab\u907f\u514d\u4e86\u4e0eAI\u6a21\u578b\u53d1\u5c55\u7684\u6df1\u5ea6\u7ed1\u5b9a\uff0c\u964d\u4f4e\u4e86\u88ab\u6dd8\u6c70\u7684\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u6216\u8bb8\u4e0d\u5728\u4e8e\u6280\u672f\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u6a21\u578b\u95f4\u4e0a\u4e0b\u6587\u4f20\u9012\u201d\u548c\u201c\u56e2\u961f\u534f\u4f5c\u201d\u7684\u7591\u95ee\uff0c\u6697\u793a\u4e86\u66f4\u6df1\u5c42\u7684\u9700\u6c42\u3002\u5f53\u524d\u7684\u8bbe\u8ba1\u662f\u6781\u81f4\u7684\u201c\u9694\u79bb\u201d\uff0c\u4f46\u590d\u6742\u7684\u8f6f\u4ef6\u5f00\u53d1\u5f80\u5f80\u9700\u8981\u201c\u534f\u4f5c\u201d\u4e0e\u201c\u5171\u8bc6\u201d\u3002\u5f53\u591a\u4e2aAI\u5bf9\u540c\u4e00\u6a21\u5757\u505a\u51fa\u4e0d\u540c\u67b6\u6784\u51b3\u7b56\u65f6\uff0c\u5f00\u53d1\u8005\u4ecd\u9700\u626e\u6f14\u6700\u7ec8\u7684\u4ef2\u88c1\u8005\u548c\u7cfb\u7edf\u67b6\u6784\u5e08\u3002\u5de5\u5177\u63d0\u9ad8\u4e86\u201c\u5c1d\u8bd5\u201d\u7684\u541e\u5410\u91cf\uff0c\u4f46\u5e76\u672a\u964d\u4f4e\u201c\u51b3\u7b56\u201d\u7684\u8ba4\u77e5\u8d1f\u8377\u3002\u5b83\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u60f3\u6cd5\u9a8c\u8bc1\u52a0\u901f\u5668\u201d\uff0c\u5c24\u5176\u9002\u5408\u63a2\u7d22\u6027\u7f16\u7a0b\u548c\u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u4f46\u5728\u9700\u8981\u9ad8\u5ea6\u4e00\u81f4\u6027\u548c\u67b6\u6784\u7ea6\u675f\u7684\u56e2\u961f\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u5176\u4ef7\u503c\u53ef\u80fd\u9700\u8981\u66f4\u590d\u6742\u7684\u534f\u4f5c\u5c42\u6765\u5b9e\u73b0\u3002\u5b83\u7684\u6210\u529f\uff0c\u53cd\u6620\u4e86\u5f53\u524dAI\u7f16\u7a0b\u5de5\u5177\u4ece\u201c\u5355\u70b9\u667a\u80fd\u201d\u5411\u201c\u6d41\u7a0b\u4e0e\u7f16\u6392\u201d\u6f14\u8fdb\u7684\u91cd\u8981\u8d8b\u52bf\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\">Parallel Code<\/span>\n <\/div>\n<div class=\"comment-content\">Parallel Code is a macOS app that gives every AI coding agent its own git branch and worktree \u2014 automatically. Use Claude Code, Codex, and Gemini in parallel. Free and open source.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Why I built Parallel Code<\/p>\n<p>I’ve been maintaining an open source productivity app (Super Productivity) for 9 years and working as a programmer for much longer than that. When AI coding agents came along, they changed how I work – but the other tools and habits I grow comfortable with over the years, weren’t a good fit anymore.<\/p>\n<\/p>\n<p>One agent works on a feature. I wait, get distracted, start something else. Finally, I come back, review, start the next one. Wait again. I had a backlog of ideas and the tools to build them, but things got messy. I was doing a lot, but I felt like I’d lost control compared to how I used to code.<\/p>\n<\/p>\n<p>I tried the obvious fixes. Multiple terminal windows were my new go-to solution, but got chaotic fast – which terminal was working on what? Tmux helped organize it, but I was still cycling through panes, switching tools for reviewing diffs and history, losing track of context, and dealing with merge conflicts when agents touched the same files.<\/p>\n<p>So I built Parallel Code to fix this for myself.<\/p>\n<\/p>\n<p>The core idea: every task gets its own git branch and worktree automatically. Agents work in complete isolation – they can’t conflict. I kick off 5, 8, 10 at a time, watch them all in a tiled view, and review diffs as they finish.<\/p>\n<\/p>\n<p>One design decision I’m particularly proud of: it runs your real terminal CLIs. Claude Code, Codex CLI, Gemini CLI – whatever you use today works exactly the same inside Parallel Code. Same behavior, same config, nothing changes. I didn’t want to build another wrapper or chat UI. If you don’t like the app, go back to raw terminals. Zero switching cost.<\/p>\n<p>Some things I added along the way also turned out very useful:<\/p>\n<\/p>\n<p>– <strong>Phone monitoring<\/strong> – Scan a QR code, watch all your agent terminals from your phone. Sure there are other ways to do this, but this is really comfortable.<\/p>\n<p>– <strong>Keyboard-first design<\/strong> – 40+ shortcuts. When you’re managing 10 agents, reaching for the mouse is too slow. Best part is to navigate panes with just Alt+Arrow-keys.<\/p>\n<p>– <strong>Built-in diff review and merge<\/strong> – The merge step is where quality happens. So having a quick way to do a code review is very useuful.<\/p>\n<\/p>\n<p>Parallel Code is free, open source (MIT), and always will be. No subscriptions, no platform fees, no telemetry. Your API keys stay on your machine.<\/p>\n<\/p>\n<p>I built this because I needed it. I’m sharing it because I think other developers – especially solo devs and indie hackers – hit the same problems I did. If you’re running AI coding agents one at a time and don’t have your tools setup in an optimal way, you’re leaving a lot on the table.<\/p>\n<\/p>\n<p>macOS and Linux. Windows is on the roadmap.<\/p>\n<\/p>\n<p>Happy to answer any questions about the tool, the technical decisions, or why I chose to make it free.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@johannesjo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@johannesjo<\/a> I am wondering how fast are the tokens getting burned, and how good are the limits?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 cool concept, using multiple models in parallel makes so much sense because each one has different strengths. do you notice big differences in output quality between claude and gemini for the same task?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\u2019ve tried using Claude and Codex together, but they often lose context when switching between them.<\/p>\n<p>Curious how Parallel Code handles this. Do agents share context or is everything isolated per branch?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 git worktree isolation is the real killer feature here. I’ve been juggling tmux panes with Claude Code and it gets messy fast once you go past 3-4 parallel tasks. Having built-in diff review on top of that is a nice touch – that’s usually where I lose the most time. Gonna try this out today.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice work shipping this. Running agents in isolated worktrees is the right call. The next 48 hours are when you find out what breaks under real load. Different OS environments, edge cases in the worktree management, sync issues. There’s a free community stress-testing page where you post your URL and people try to find bugs. Findings come with screenshots. Saved me a few fires.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been doing this manually with tmux panes and git worktrees, so seeing it packaged as a proper tool with diff review is nice. The “zero switching cost” angle is key — keeping agents as raw terminal CLIs instead of wrapping them in some custom UI means you’re not betting against the pace these tools evolve at. What does the mobile monitoring actually show you — just status, or can you intervene mid-task?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Running Claude Code and Codex side-by-side has become my default for anything non-trivial – they catch different things and the diff between their outputs is often the most useful signal. The context handoff between models is where it gets tricky, especially when they diverge on architecture decisions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> Yes, I feel you. Model handoff is still tricky to solve. Personally I do this via dedicated skills (on claude code’s end, which my main agent these days). <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The isolated git worktree approach for running 10 agents in parallel is genuinely clever \u2014 no conflicts because each agent works in its own branch is the kind of thing that sounds obvious in hindsight but takes real thought to execute well.<\/p>\n<p>I’m building CVDebug, an ATS resume scanner with Robot View that shows candidates exactly what Workday, Taleo and 50+ ATS bots see when they parse their CV, with an ATS score 0\u2013100. Very different space, but I love the MIT open-source angle \u2014 transparency in how tools work is something I try to bring to the resume\/hiring side too. Great launch Johannes!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@aherme13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aherme13<\/a> Thank you very much albert! <3 Best of luck in your endevours!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 great for solo devs. Any plans to support team setups where multiple people dispatch agents to the same repo?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ermakovich_sergey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ermakovich_sergey<\/a> Interesting direction! This hasn’t popped up yet as a feature request tbh, but if there is interest, I am definitely open in exploring that option. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>40+ keyboard shortcuts?? ok you have my attention \ud83d\ude02 I’m building a productivity app myself and I’m obsessed with keyboard-first workflows \u2014 reaching for the mouse when you’re deep in flow is painful. The Alt+Arrow navigation between panes sounds super smooth. Definitely trying this out, congrats on the launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The automatic git branching is a solid idea, but how do you handle potential merge conflicts when multiple AIs are working on the same codebase?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@trydoff\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@trydoff<\/a> I just tell AI to rebase on master\/main (there is also a button for it in the merge dialog). It usually autofixes any merge conflicts very well.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/KO2E5AR3CDHFU6\" class=\"app-title\">Cline Kanban<\/a><\/p>\n<div class=\"one-liner\">CLI-agnostic kanban for multi-agent orchestration<\/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>Cline Kanban \u662f\u4e00\u6b3e\u5c06\u591aAI\u667a\u80fd\u4f53\u5f00\u53d1\u4efb\u52a1\u4ece\u7ec8\u7aef\u547d\u4ee4\u884c\u53ef\u89c6\u5316\u5230\u770b\u677f\u4e0a\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u5e76\u884c\u534f\u8c03\u591a\u4e2aAI\u7f16\u7801\u4ee3\u7406\u65f6\u7ec8\u7aef\u6df7\u4e71\u3001\u72b6\u6001\u96be\u4ee5\u8ffd\u8e2a\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\/d2c08cc2-ae05-41a9-811b-43d7291363c7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dde579de-7964-4135-a888-83d9ef6943c7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/973288f4-c3df-4896-b307-011c1d54cd5a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9cc1d504-3f93-4267-8e8c-49e56b5adce2.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\/fd8755d0-8a46-4884-806e-e685fce841e8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=oNll_A5DCt4\"><source src=\"https:\/\/www.youtube.com\/watch?v=oNll_A5DCt4\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u7f16\u6392<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u591a\u4ee3\u7406\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u770b\u677f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Git\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Claude Code\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u94fe\u4f9d\u8d56<\/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\u901a\u8fc7Git\u5de5\u4f5c\u6811\u9694\u79bb\u5b9e\u73b0\u4ee3\u7406\u5e76\u884c\u4e0d\u51b2\u7a81\u7684\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u5b83\u63d0\u4f9b\u4e86\u6025\u9700\u7684\u591a\u4ee3\u7406\u64cd\u4f5c\u53ef\u89c6\u5316\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5728\u4e8e\u4f9d\u8d56\u4efb\u52a1\u5931\u8d25\u65f6\u7684\u5904\u7406\u903b\u8f91\u3001\u72b6\u6001\u6301\u4e45\u5316\u673a\u5236\uff0c\u5e76\u63d0\u51fa\u4e86\u4f9d\u8d56\u5173\u7cfb\u89c6\u56fe\u3001API\/webhook\u89e6\u53d1\u7b49\u9ad8\u7ea7\u529f\u80fd\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Cline Kanban \u7684\u5b9e\u8d28\uff0c\u5e76\u975e\u7b80\u5355\u7684\u7ec8\u7aef\u65e5\u5fd7\u53ef\u89c6\u5316\uff0c\u800c\u662f\u8bd5\u56fe\u4e3a\u5f53\u524d\u6df7\u4e71\u7684\u201c\u591a\u667a\u80fd\u4f53\u7f16\u7a0b\u201d\u8303\u5f0f\u5efa\u7acb\u4e00\u5957\u5de5\u7a0b\u7eaa\u5f8b\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u4e24\u4e2a\u5173\u952e\u8bbe\u8ba1\uff1a\u4e00\u662f\u5c06\u6bcf\u4e2a\u667a\u80fd\u4f53\u4efb\u52a1\u5f3a\u5236\u9694\u79bb\u4e8e\u72ec\u7acb\u7684Git\u5de5\u4f5c\u6811\uff0c\u8fd9\u4ece\u7269\u7406\u5c42\u9762\u89c4\u907f\u4e86\u4ee3\u7406\u95f4\u7684\u6587\u4ef6\u51b2\u7a81\uff0c\u5c06\u667a\u80fd\u4f53\u7684\u201c\u91ce\u6027\u201d\u8f93\u51fa\u7ea6\u675f\u5728\u7248\u672c\u63a7\u5236\u7684\u6c99\u7bb1\u5185\uff1b\u4e8c\u662f\u5c06\u62bd\u8c61\u7684\u201c\u94fe\u5f0f\u8c03\u7528\u201d\u8f6c\u5316\u4e3a\u770b\u677f\u4e0a\u53ef\u62d6\u62fd\u3001\u53ef\u94fe\u63a5\u7684\u5361\u7247\uff0c\u4e3a\u4e0d\u53ef\u9884\u6d4b\u7684AI\u8fc7\u7a0b\u63d0\u4f9b\u4e86\u53ef\u4e2d\u65ad\u3001\u53ef\u5ba1\u67e5\u7684\u4eba\u673a\u4ea4\u4e92\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u654f\u9510\u5730\u6293\u4f4f\u4e86\u5f53\u524dAI\u7f16\u7801\u4ece\u201c\u5355\u4ee3\u7406\u63d0\u793a\u201d\u8fc8\u5411\u201c\u591a\u4ee3\u7406\u534f\u4f5c\u201d\u8fc7\u7a0b\u4e2d\u7684\u771f\u7a7a\u5730\u5e26\u3002\u5f00\u53d1\u8005\u4e0d\u518d\u53ea\u662f\u4e0e\u4e00\u4e2aAI\u5bf9\u8bdd\uff0c\u800c\u662f\u5728\u5bfc\u6f14\u4e00\u7fa4\u80fd\u529b\u5404\u5f02\u3001\u72b6\u6001\u4e0d\u7a33\u5b9a\u7684AI\u6f14\u5458\uff0c\u4f20\u7edf\u7ec8\u7aef\u663e\u7136\u5df2\u65e0\u6cd5\u627f\u8f7d\u8fd9\u79cd\u590d\u6742\u5ea6\u3002\u770b\u677f\u6a21\u5f0f\u5728\u6b64\u63d0\u4f9b\u4e86\u7a00\u7f3a\u7684\u201c\u5168\u5c40\u72b6\u6001\u611f\u77e5\u201d\uff0c\u800c\u5185\u5d4c\u7684Diff\u5ba1\u67e5\u4e0e\u8bc4\u8bba\u529f\u80fd\uff0c\u5219\u8bd5\u56fe\u5c06\u4eba\u7c7b\u76d1\u7763\u65e0\u7f1d\u5d4c\u5165\u5230AI\u7684\u81ea\u52a8\u5316\u6d41\u7a0b\u4e2d\uff0c\u786e\u4fdd\u6700\u7ec8\u63a7\u5236\u6743\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u201c\u72b6\u6001\u7ba1\u7406\u201d\u7684\u6df1\u5ea6\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u4efb\u52a1\u5931\u8d25\u91cd\u8bd5\u3001\u4f9d\u8d56\u963b\u585e\u7684\u7591\u95ee\u76f4\u6307\u8981\u5bb3\uff1a\u5f53\u667a\u80fd\u4f53\u4efb\u52a1\u56e0\u610f\u5916\u8f93\u51fa\u800c\u4e2d\u65ad\uff0c\u770b\u677f\u5982\u4f55\u7ba1\u7406\u8fd9\u79cd\u201c\u4f8b\u5916\u72b6\u6001\u201d\uff1f\u662f\u7b80\u5355\u5730\u6807\u8bb0\u5931\u8d25\uff0c\u8fd8\u662f\u80fd\u5f15\u5bfc\u8fdb\u884c\u667a\u80fd\u56de\u6eda\u6216\u91cd\u8bd5\uff1f\u4ea7\u54c1\u76ee\u524d\u4f9d\u8d56Git\u4f5c\u4e3a\u72b6\u6001\u6301\u4e45\u5316\u5c42\u662f\u4e00\u4e2a\u5de7\u5999\u7684\u53d6\u820d\uff0c\u4f46Git\u7ba1\u7406\u7684\u662f\u7ed3\u679c\uff0c\u800c\u975e\u667a\u80fd\u4f53\u63a8\u7406\u7684\u4e2d\u95f4\u8fc7\u7a0b\u3002\u8fd9\u6216\u8bb8\u610f\u5473\u7740\uff0c\u5b83\u66f4\u64c5\u957f\u7ba1\u7406\u5df2\u660e\u786e\u5206\u89e3\u7684\u3001\u9897\u7c92\u5ea6\u5408\u9002\u7684\u4efb\u52a1\uff0c\u800c\u975e\u9ad8\u5ea6\u52a8\u6001\u3001\u63a2\u7d22\u6027\u7684\u590d\u6742\u5de5\u4f5c\u6d41\u3002\u5b83\u662f\u4e00\u5957\u4f18\u79c0\u7684\u201c\u591aAI\u4ee3\u7406\u8fd0\u7ef4\u7cfb\u7edf\u201d\uff0c\u4f46\u80fd\u5426\u6210\u4e3a\u5b9a\u4e49\u4e0b\u4e00\u4ee3AI\u534f\u540c\u5f00\u53d1\u6a21\u5f0f\u7684\u201c\u64cd\u4f5c\u7cfb\u7edf\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u4ece\u53ef\u89c6\u5316\u534f\u4f5c\u5c42\uff0c\u4e0b\u6c89\u5230\u66f4\u7a33\u56fa\u7684\u667a\u80fd\u4f53\u72b6\u6001\u4e0e\u5f02\u5e38\u5904\u7406\u534f\u8bae\u5c42\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Cline Kanban<\/span>\n <\/div>\n<div class=\"comment-content\">Cline Kanban brings your agents out of the terminal and into the board. Create, manage, and chain agent tasks within a single view. Claude Code and Codex compatible.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Long time user of Cline now. Kanban looks really cool, excited to try<\/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\/@shubham_kukreti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_kukreti<\/a> Thanks Shubham, let us know how you like it! \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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>Cline Kanban is exactly the multi-agent UI I\u2019ve been wanting.<\/p>\n<p>You get a proper Kanban board where every card spins up its own git worktree and terminal. Agents run in parallel without stepping on each other. You can link cards for dependencies, review diffs and leave inline comments, and ship commits straight from the board.<\/p>\n<p>It works cleanly with <a href=\"https:\/\/www.producthunt.com\/products\/claude-code\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"claude-code\" target=\"_blank\" rel=\"noopener\">@Claude Code<\/a>, <a href=\"https:\/\/www.producthunt.com\/products\/openai-codex-cli\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"openai-codex-cli\" target=\"_blank\" rel=\"noopener\">@OpenAI Codex CLI<\/a>, and <a href=\"https:\/\/www.producthunt.com\/products\/cline-4\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"cline-4\" target=\"_blank\" rel=\"noopener\">@Cline<\/a> right now. No more drowning in a sea of terminals while trying to keep track of everything.<\/p>\n<blockquote>\n<p>npm i -g cline<\/p>\n<\/blockquote>\n<p>then just run <em>cline<\/em> from any repo.<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> Curious, how does it handle agent conflicts or retries on failed tasks in linked dependencies?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> When two parallel agent cards have a dependency link and the upstream one produces unexpected output, does the downstream card pause and wait for human review or does it try to adapt and keep running automatically?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> This will be so much helpful while debugging since it takes multiple AI models to think from different perspective to resolve critical issues.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 git worktree isolation per card is a smart design choice — that’s the part most multi-agent setups get wrong by letting agents collide in the same working directory. One thing I’d love to see is some kind of dependency graph view so you can visualize which tasks are blocking others. Are there plans for webhook or API triggers to kick off cards programmatically?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@greythegyutae\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@greythegyutae<\/a> Webooks are coming! I’m curious to see how people use them to add even more autonomy to kanban.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 proper visual way to manage multi-agent chaos. I’ve been running Claude Code sessions in separate terminals and it’s basically “hope I remember which tab is doing what” \ud83d\ude05 The kanban approach with isolated git worktrees per card is such a natural fit. Being able to review diffs and leave comments right from the board instead of switching to another tool is a nice touch too. Trying this tonight!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@thenomadcode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thenomadcode<\/a> Reviewing diffs is the new software engineering, welcome to the future! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Multi-agent orchestration visibility is still pretty rough in most setups – you end up with a bunch of terminals and no real picture of what each agent is doing. How are you handling state persistence between sessions? That seems like the hard part when agents get interrupted mid-task.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> The agents can pick up that they’re working in a worktree so intelligently resolve merge conflicts. And git is the best state persistence between tasks! I find agents look at recent commit history to get its bearing, and kanban enforces good git hygiene to get this working squeeky clean.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6MW2FO5CRGUAES\" class=\"app-title\">Peopling<\/a><\/p>\n<div class=\"one-liner\">Practice difficult conversations before they happen<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">127<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Peopling\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u8bed\u97f3\u89d2\u8272\u626e\u6f14\u5e94\u7528\uff0c\u4e3a\u7ba1\u7406\u8005\u53ca\u804c\u573a\u4eba\u58eb\u63d0\u4f9b\u4e86\u4e00\u4e2a\u79c1\u5bc6\u7a7a\u95f4\uff0c\u7528\u4e8e\u9884\u5148\u6f14\u7ec3\u68d8\u624b\u7684\u804c\u573a\u5bf9\u8bdd\uff08\u5982\u53cd\u9988\u3001\u5bf9\u9f50\u3001\u4e00\u5bf9\u4e00\u6c9f\u901a\uff09\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5b9e\u9645\u53d1\u751f\u524d\u7ec3\u4e60\u5e76\u63d0\u5347\u6c9f\u901a\u80fd\u529b\uff0c\u4ece\u800c\u907f\u514d\u56e0\u6c9f\u901a\u4e0d\u5584\u5e26\u6765\u7684\u95ee\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\/c1a7a3ab-a2fc-470f-a3a2-813a22dc21c1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c77e574b-c72e-4bfc-9dae-b2822b6f2ba6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb5eec08-387e-414d-8c85-8aba2f51377f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e33fa2e0-8e02-4b26-b0d9-e40442e02829.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/73da60f6-04ff-4bef-b4ed-298c028db869.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0a16df5f-1c0e-442a-98d6-c71aec9b7cfe.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\/033a6d6d-1f9e-4a9a-8fb7-4e5da90ba099.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=sLWiJhFd0Js\"><source src=\"https:\/\/www.youtube.com\/watch?v=sLWiJhFd0Js\" 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\">Online Learning<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6559\u7ec3<\/span><br \/>\n <span class=\"tag\">\u804c\u573a\u6c9f\u901a\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u89d2\u8272\u626e\u6f14<\/span><br \/>\n <span class=\"tag\">\u7ba1\u7406\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8f6f\u6280\u80fd\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u6a21\u62df<\/span><br \/>\n <span class=\"tag\">\u7ee9\u6548\u53cd\u9988\u6f14\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e00\u5bf9\u4e00\u4f1a\u8bae\u51c6\u5907<\/span><br \/>\n <span class=\"tag\">\u60c5\u5546\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6210\u957f\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\u8ba4\u53ef\u4ea7\u54c1\u4ef7\u503c\uff0c\u5c24\u5176\u5bf9\u5185\u5411\u8005\u548c\u65b0\u664b\u7ba1\u7406\u8005\u662f\u798f\u97f3\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u5728\u529f\u80fd\u8be2\u95ee\u4e0e\u5efa\u8bae\uff1a\u5305\u62ec\u80fd\u5426\u81ea\u5b9a\u4e49\u5bf9\u8bdd\u65b9\u4eba\u683c\u4e0e\u6001\u5ea6\u3001AI\u662f\u5426\u652f\u6301\u5b9e\u65f6\u52a8\u6001\u53cd\u5e94\u3001\u4ee5\u53ca\u573a\u666f\u80fd\u5426\u6269\u5c55\u81f3\u5ba2\u6237\/\u5408\u4f5c\u4f19\u4f34\u8c08\u5224\u7b49\u3002\u5f00\u53d1\u8005\u786e\u8ba4\u652f\u6301\u81ea\u5b9a\u4e49\u4eba\u683c\u548c\u52a8\u6001\u5bf9\u8bdd\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 Peopling\u5207\u5165\u4e86\u4e00\u4e2a\u957f\u671f\u88ab\u7406\u8bba\u57f9\u8bad\u5360\u636e\u3001\u5374\u7f3a\u4e4f\u6709\u6548\u8bad\u7ec3\u65b9\u6cd5\u7684\u75db\u70b9\uff1a\u9ad8\u98ce\u9669\u804c\u573a\u5bf9\u8bdd\u7684\u5b9e\u64cd\u6f14\u7ec3\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201cAI\u966a\u804a\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u6559\u7ec3\u670d\u52a1\u7684\u6838\u5fc3\u2014\u2014\u5b89\u5168\u73af\u5883\u3001\u5373\u65f6\u53cd\u9988\u3001\u91cd\u590d\u7ec3\u4e60\u2014\u2014\u4ea7\u54c1\u5316\u3001\u6c11\u4e3b\u5316\u3002\u5b83\u7528\u52a8\u6001AI\u89d2\u8272\u626e\u6f14\u66ff\u4ee3\u4e86\u8111\u6d77\u4e2d\u865a\u5e7b\u7684\u6392\u7ec3\uff0c\u521b\u9020\u4e86\u53ef\u91cf\u5316\u7684\u201c\u6c9f\u901a\u808c\u8089\u8bb0\u5fc6\u201d\u8bad\u7ec3\u573a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u907f\u5f00\u4e86\u8bd5\u56fe\u66ff\u4ee3\u4eba\u7c7b\u6559\u7ec3\u7684\u9677\u9631\uff0c\u800c\u662f\u5b9a\u4f4d\u4e3a\u201c\u7ec3\u4e60\u5de5\u5177\u201d\uff0c\u8fd9\u964d\u4f4e\u4e86\u7528\u6237\u9884\u671f\u548c\u4f26\u7406\u98ce\u9669\u3002\u5176\u201c\u81ea\u5b9a\u4e49\u4eba\u683c\u201d\u529f\u80fd\u662f\u70b9\u775b\u4e4b\u7b14\uff0c\u5b83\u627f\u8ba4\u4e86\u8270\u96be\u5bf9\u8bdd\u7684\u75c7\u7ed3\u5e38\u5728\u4e8e\u7279\u5b9a\u7684\u201c\u4eba\u201d\uff0c\u4f7f\u5f97\u8bad\u7ec3\u66f4\u5177\u9488\u5bf9\u6027\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5df2\u81ea\u53d1\u5c06\u5176\u4f7f\u7528\u573a\u666f\u4ece\u5458\u5de5\u7ba1\u7406\u5ef6\u4f38\u81f3\u5ba2\u6237\u8c08\u5224\u3001\u751a\u81f3\u51cf\u5c11\u53e3\u5934\u7985\uff0c\u8fd9\u63ed\u793a\u4e86\u4ea7\u54c1\u5e95\u5c42\u903b\u8f91\u7684\u5ef6\u5c55\u6027\uff1a\u4efb\u4f55\u9700\u8981\u9884\u6f14\u7684\u771f\u5b9e\u4eba\u9645\u6c9f\u901a\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\u5bf9\u8bdd\u8d28\u91cf\u7684\u201c\u771f\u5b9e\u6027\u201d\u5929\u82b1\u677f\u53d7\u9650\u4e8eAI\u5bf9\u590d\u6742\u4eba\u6027\u3001\u529e\u516c\u5ba4\u653f\u6cbb\u5fae\u5999\u4e4b\u5904\u7684\u7406\u89e3\u6df1\u5ea6\u3002\u5176\u6b21\uff0c\u4f5c\u4e3a\u8bad\u7ec3\u5de5\u5177\uff0c\u5176\u6548\u679c\u96be\u4ee5\u91cf\u5316\uff0c\u9700\u8981\u66f4\u79d1\u5b66\u7684\u53cd\u9988\u673a\u5236\uff08\u5982\u8bed\u97f3\u5206\u6790\u3001\u7b56\u7565\u5efa\u8bae\uff09\u6765\u6784\u5efa\u7ade\u4e89\u58c1\u5792\u3002\u6700\u540e\uff0c\u5f53\u524d\u6a21\u5f0f\u53ef\u80fd\u9677\u5165\u201c\u573a\u666f\u5e93\u201d\u6269\u5f20\u7684\u519b\u5907\u7ade\u8d5b\uff0c\u800c\u66f4\u6df1\u5c42\u7684\u4ef7\u503c\u6216\u8bb8\u5728\u4e8e\u5bf9\u7528\u6237\u6c9f\u901a\u6a21\u5f0f\u7684\u957f\u671f\u8ffd\u8e2a\u5206\u6790\u4e0e\u4e2a\u6027\u5316\u6539\u8fdb\u8def\u5f84\u7684\u751f\u6210\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cPeopling\u4ee3\u8868\u4e86AI\u5e94\u7528\u4ece\u66ff\u4ee3\u91cd\u590d\u52b3\u52a8\uff08\u5982\u5199\u4f5c\u3001\u7f16\u7a0b\uff09\u5411\u66ff\u4ee3\u201c\u9ad8\u98ce\u9669\u8bd5\u9519\u201d\u8fc8\u51fa\u7684\u6709\u8da3\u4e00\u6b65\u3002\u5b83\u80fd\u5426\u4ece\u4e00\u6b3e\u65b0\u9896\u7684\u5de5\u5177\u6210\u957f\u4e3a\u5fc5\u5907\u7684\u804c\u4e1a\u6280\u80fd\u5e73\u53f0\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5c06\u8bad\u7ec3\u6570\u636e\u6c89\u6dc0\u4e3a\u4e0d\u53ef\u66ff\u4ee3\u7684\u4e2a\u6027\u5316\u6c9f\u901a\u6d1e\u5bdf\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\">Peopling<\/span>\n <\/div>\n<div class=\"comment-content\">Most managers learn to have hard conversations by having them badly. Peopling gives you a private space to practice.AI-powered voice roleplay for the conversations that actually matter: the feedback you’ve been avoiding, the alignment talk you keep rescheduling, the 1:1 that’s quietly going sideways. Built by a coach who’s worked with engineers and managers across Stripe, Netflix, Roblox, Headspace, and more. Less theory. More reps.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Coaching changed how I show up at work. I want that for everyone \u2014 not just the people lucky enough to have a great manager or mentor. That’s Peopling.<\/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>This is a good idea \u2013 esp. when you are an introvert like me and had to come up with 5 possible scenarios and answers to each of them. Now, you do not have to retain everything in your head but split parts. \ud83d\ude05 introverted people know \ud83d\ude00<\/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>Congrats on the launch and the product! It seems super helpful, and I really appreciate that you took what worked for you and turned it into a product for everyone to have access to it \ud83d\ude4c<\/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>As an introvert, I used to rehearse conversations in my head, this product changes that.<br \/>You don\u2019t have to keep everything in your head anymore, just show up more confidently.<\/p>\n<p>Introverts will <em>definitely<\/em> get this. \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=\"comment-item\">\n<div class=\"comment-content\">This is a brilliant idea! I think this is particularly great for those new to leadership positions and aren\u2019t yet comfortable or skilled in these conversations. Is there a way to input the behaviours\/attitude of the person users would be having the conversation with, so the AI can adapt to match that energy?<\/div>\n<div class=\"comment-actions\">\n<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\/@leah_dyke\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leah_dyke<\/a> Yes! I have these in the form of “personas.” You can select from the pre-baked ones I have per scenario or you can create your own! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 concept, but will Peopling adapt to real-time feedback and emotions during a conversation, or is it strictly pre-scripted scenarios?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@trydoff\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@trydoff<\/a> Yes! The Agent is fully dynamic and will react to realtime conversations. The video I shared shows this dynamic conversation in action.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>So great to see this live <a href=\"https:\/\/www.producthunt.com\/@kent_wills\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"kent_wills\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kent_wills<\/a> <br \/>I know how such programs can be transformative for people and this is a clever way to use AI for self growth. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 <a href=\"https:\/\/www.producthunt.com\/@kent_wills\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"kent_wills\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kent_wills<\/a> great concept. I actually needed something like this two days back for a negotiation call. <\/p>\n<\/p>\n<p>if this was a legit startup, I would have pitched to be a founding designer, honestly. <\/p>\n<\/p>\n<p>went through the onboarding and had tons of thoughts about making it better, so I built a quick prototype to give you an overview of what the experience could be, and what it could do for conversion.<\/p>\n<\/p>\n<p>Recorded a short Loom walking you through it: <a href=\"https:\/\/www.loom.com\/share\/45bb54b1819c47369f8ad437722d4866\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.loom.com\/share\/45bb54b1819c47369f8ad437722d4866<\/a><\/p>\n<\/p>\n<p>LMK your thoughts\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>Congrats on the launch Kent!! This is a fantastic idea \u2b50 – I’ve been looking for something similar to help coach me out of saying filler words in my sentences, perhaps this could be an expansion!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really like that this is voice-based and not just text chat. There’s something about actually saying the words out loud that builds the muscle memory for real conversations. The custom persona feature is smart too – every difficult conversation has a specific person on the other end with their own style.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>As a solo founder, the hardest conversations aren’t with employees — they’re with churning customers or partners where you need to push back on scope. The voice roleplay angle makes this way more realistic than just reading a script. Does the AI adapt its pushback based on how the conversation is going, or does it follow a fixed scenario?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@greythegyutae\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@greythegyutae<\/a> Yes! The roleplay agent adapts! That being said I have some more agreeable agents and less agreeable agents so depending on which one you pick the difficulty can really get hard! You can also create a custom persona that mimics the current situation you are dealing with.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Isn’t this the same as <a href=\"https:\/\/drobinin.com\/apps\/murmur\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/drobinin.com\/apps\/murmur\/<\/a> that was promoted here too a few days ago ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nabu_chodonosor\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nabu_chodonosor<\/a> Not sure, but the more of these types of apps for people being created, the better!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PRBGFIPXUUR7T7\" class=\"app-title\">Pensieve<\/a><\/p>\n<div class=\"one-liner\">Full company context for every AI agent<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">125<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pensieve\u901a\u8fc7\u8fde\u63a5\u4f01\u4e1a\u73b0\u6709\u5de5\u5177\u5e76\u6784\u5efa\u52a8\u6001\u77e5\u8bc6\u56fe\u8c31\uff0c\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u6df1\u5ea6\u7684\u516c\u53f8\u4e1a\u52a1\u4e0a\u4e0b\u6587\uff0c\u4f7f\u5176\u80fd\u50cf\u8d44\u6df1\u5458\u5de5\u4e00\u6837\u7406\u89e3\u7ec4\u7ec7\u5185\u7684\u4eba\u5458\u3001\u9879\u76ee\u3001\u51b3\u7b56\u4e0e\u5ba2\u6237\u5173\u7cfb\uff0c\u89e3\u51b3\u4e86AI\u667a\u80fd\u4f53\u56e0\u7f3a\u4e4f\u4e1a\u52a1\u80cc\u666f\u800c\u9700\u53cd\u590d\u624b\u52a8\u63d0\u4f9b\u4e0a\u4e0b\u6587\u3001\u65e0\u6cd5\u81ea\u4e3b\u8fdb\u884c\u6df1\u5ea6\u63a8\u7406\u548c\u5173\u8054\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\/2e81e92f-5b6a-4cc3-8022-44a2b607e329.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9904824-42c7-43d2-8c2e-498562a108f1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/29d5ca31-25b6-436a-be39-2271cd09f2ca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cbd12ae6-a207-466e-8592-3d9b43d56e85.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9d361d39-0a8b-401e-ab7e-de7eb5102119.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8cb4fb3f-319f-48a3-a25d-012817bfb849.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/670ba5fc-d25f-47fd-a234-e82ba7a95c2c.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\/a43513b4-f09e-4c8b-bd5b-1ec665b8fb45.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/2VyQYtePB9Y\"><source src=\"https:\/\/youtu.be\/2VyQYtePB9Y\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Business Intelligence<\/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\">\u4f01\u4e1a\u77e5\u8bc6\u56fe\u8c31<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u4e0a\u4e0b\u6587\u7406\u89e3<\/span><br \/>\n <span class=\"tag\">\u7ec4\u7ec7\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">AI\u8d4b\u80fd\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u5de5\u5177\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u5e73\u53f0\u8d39<\/span><br \/>\n <span class=\"tag\">\u81ea\u4e3b\u63a8\u7406<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u84b8\u998f<\/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\u6982\u5ff5\uff0c\u6838\u5fc3\u95ee\u9898\u96c6\u4e2d\u5728\uff1a1. \u5982\u4f55\u81ea\u52a8\u63d0\u70bc\u4fe1\u606f\u5173\u8054\u800c\u65e0\u9700\u624b\u52a8\u6807\u6ce8\uff1b2. \u5982\u4f55\u5b9e\u73b0\u57fa\u4e8e\u89d2\u8272\u7684\u8bbf\u95ee\u63a7\u5236\uff0c\u9632\u6b62\u654f\u611f\u4fe1\u606f\u6cc4\u9732\uff1b3. \u521b\u59cb\u56e2\u961f\u56de\u5e94\u5c06\u63a2\u7d22\u6570\u636e\u5c42\u6743\u9650\u9694\u79bb\uff0c\u4f46\u627f\u8ba4\u6280\u672f\u6311\u6218\u3002\u7528\u6237\u671f\u5f85\u66f4\u591a\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 Pensieve\u7784\u51c6\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u65e5\u76ca\u5c16\u9510\u7684\u75db\u70b9\uff1a\u5f53\u524d\u63a5\u5165\u4f01\u4e1a\u5de5\u5177\u7684AI\u667a\u80fd\u4f53\uff0c\u672c\u8d28\u4ecd\u662f\u201c\u9ad8\u7ea7\u641c\u7d22\u5668\u201d\uff0c\u7f3a\u4e4f\u5bf9\u4e1a\u52a1\u8109\u7edc\u3001\u5386\u53f2\u51b3\u7b56\u548c\u4eba\u9645\u5173\u7cfb\u7684\u7cfb\u7edf\u6027\u7406\u89e3\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u5de5\u5177\u8fde\u63a5\uff0c\u800c\u5728\u4e8e\u201c\u84b8\u998f\u201d\u548c\u201c\u7ef4\u62a4\u201d\u4e00\u4e2a\u52a8\u6001\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u8fd9\u8bd5\u56fe\u5c06AI\u667a\u80fd\u4f53\u4ece\u201c\u4e34\u65f6\u5de5\u201d\u63d0\u5347\u4e3a\u201c\u6b63\u5f0f\u5458\u5de5\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u6781\u4e3a\u4e25\u5cfb\u3002\u9996\u5148\uff0c\u6280\u672f\u5c42\u9762\uff0c\u201c\u81ea\u52a8\u84b8\u998f\u201d\u4e0e\u201c\u7cbe\u51c6\u6743\u9650\u63a7\u5236\u201d\u5b58\u5728\u6839\u672c\u6027\u77db\u76fe\u3002\u77e5\u8bc6\u56fe\u8c31\u7684\u4ef7\u503c\u5728\u4e8e\u53d1\u73b0\u9690\u5f0f\u5173\u8054\uff0c\u4f46\u8fd9\u8fc7\u7a0b\u5f88\u53ef\u80fd\u65e0\u610f\u4e2d\u6df7\u5408\u4e86\u4e0d\u540c\u6743\u9650\u7ea7\u522b\u7684\u6570\u636e\u3002\u521b\u59cb\u4eba\u627f\u8ba4\u7684\u201c\u6570\u636e\u5c42\u8fb9\u754c\u201d\u96be\u9898\u662f\u5173\u952e\uff0c\u82e5\u5904\u7406\u4e0d\u5f53\uff0c\u8981\u4e48\u56fe\u8c31\u4ef7\u503c\u5927\u6253\u6298\u6263\uff08\u56e0\u8fc7\u5ea6\u8fc7\u6ee4\uff09\uff0c\u8981\u4e48\u917f\u6210\u4e25\u91cd\u7684\u6570\u636e\u6cc4\u9732\u98ce\u9669\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u5b9a\u4f4d\u4e0a\uff0c\u201c\u514d\u8d39+\u81ea\u5e26\u63a8\u7406\u201d\u6a21\u5f0f\u964d\u4f4e\u4e86\u8bd5\u7528\u95e8\u69db\uff0c\u4f46\u4e5f\u5c06\u6838\u5fc3\u6536\u5165\u538b\u529b\u540e\u7f6e\uff0c\u5176\u957f\u671f\u5546\u4e1a\u6a21\u5f0f\u548c\u4f5c\u4e3a\u201c\u5e73\u53f0\u201d\u7684\u62a4\u57ce\u6cb3\u5c1a\u4e0d\u6e05\u6670\u3002\u6700\u540e\uff0c\u4ef7\u503c\u9a8c\u8bc1\u5c42\u9762\uff0c\u7528\u6237\u9700\u8981\u770b\u5230\u667a\u80fd\u4f53\u57fa\u4e8e\u5176\u56fe\u8c31\u505a\u51fa\u7684\u3001\u8d85\u8d8a\u7b80\u5355\u4fe1\u606f\u68c0\u7d22\u7684\u201c\u6d1e\u5bdf\u201d\u6216\u201c\u884c\u52a8\u201d\u6848\u4f8b\uff0c\u5426\u5219\u5b83\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u7ed3\u6784\u66f4\u590d\u6742\u7684\u77e5\u8bc6\u5e93\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u98a0\u8986\u6027\u5728\u4e8e\uff0c\u5982\u679cPensieve\u80fd\u6210\u529f\u5c06\u5206\u6563\u3001\u975e\u7ed3\u6784\u5316\u7684\u4f01\u4e1a\u6570\u636e\u6d41\uff0c\u8f6c\u5316\u4e3aAI\u53ef\u539f\u751f\u7406\u89e3\u4e14\u5b89\u5168\u53ef\u63a7\u7684\u201c\u7ec4\u7ec7\u8bb0\u5fc6\u201d\uff0c\u5b83\u5c06\u53ef\u80fd\u6210\u4e3a\u4f01\u4e1aAI\u65f6\u4ee3\u7684\u201c\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u201d\u57fa\u7840\u8bbe\u65bd\u3002\u4f46\u76ee\u524d\uff0c\u5b83\u4ecd\u5904\u4e8e\u7528\u7cbe\u5de7\u6982\u5ff5\u6311\u6218\u590d\u6742\u5de5\u7a0b\u4e0e\u7ec4\u7ec7\u4f26\u7406\u7684\u65e9\u671f\u9636\u6bb5\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u201c\u7406\u89e3\u6df1\u5ea6\u201d\u4e0e\u201c\u5b89\u5168\u8fb9\u754c\u201d\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u5fae\u5999\u7684\u3001\u53ef\u4fe1\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\">Pensieve<\/span>\n <\/div>\n<div class=\"comment-content\">AI agents are getting smarter, but they still don’t understand your business. Every conversation starts with copy-pasting context and re-explaining the backstory. MCP gives agents tool access. Pensieve gives them understanding. We connect your tools and build a living picture of your organisation. People, projects, decisions, customers and how they all relate. Agents reason over the full picture and surface what nobody sees alone. Free. Bring your own Anthropic, OpenAI or Google inference.<\/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! I’m Euan, co-founder of Pensieve.<\/p>\n<\/p>\n<p>AI agents are incredibly intelligent but they don’t understand your business. You can give an agent access to your tools via MCP, and it can pull data from Slack or Linear. But that’s not the same as understanding. A new hire can access your Slack too. It doesn’t mean they know what’s going on.<\/p>\n<\/p>\n<p>What makes an employee effective isn’t tool access. It’s the context they build up over months and years. Who’s working on what, why that decision was made in January, how the sales pipeline connects to the engineering roadmap, which customer relationships matter. That’s what lets them make good judgment calls.<\/p>\n<\/p>\n<p>We built Pensieve to give AI agents that same understanding. We connect to the tools you already use, but we don’t just make them searchable. Think about the difference between a raw codebase and a well-maintained <a href=\"http:\/\/CLAUDE.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">CLAUDE.md<\/a>. One is searchable data, the other is understanding. Pensieve curates and distils your company knowledge into a format AI natively understands, so an agent can operate like a fully onboarded employee, with the intelligence of a frontier model.<\/p>\n<\/p>\n<p>Once agents have that depth of context, they can work in the background and surface things no single person catches. Connecting what customers say on calls with what engineers discuss on Slack with what the usage data actually shows.<\/p>\n<\/p>\n<p>Pensieve is free. Bring your own Anthropic, OpenAI, or Google inference. No platform fee, no credit card.<\/p>\n<\/p>\n<p>What’s the biggest limitation you’ve hit trying to get AI agents to actually work in your business?<\/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\/@euan_cox13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@euan_cox13<\/a> How does Pensieve auto-distill those interconnections without manual tagging?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Cool concept! We’ve been planning to build a contextual knowledge base internally, so this caught my attention.<\/p>\n<p>Quick question though: how do you handle role-based access control? We have context that should only surface for Project Managers (client budgets, escalation notes) and other stuff that’s strictly Leadership-level. If everything gets ingested into one knowledge graph, how do you prevent the agent from leaking restricted context to someone who shouldn’t see 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@michal_kukul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michal_kukul<\/a> Really good question, and a genuinely hard problem to solve well. We’ve thought about this a lot.<\/p>\n<p>For most teams, the default is a shared organisation where you connect data sources you’re happy for the whole team to see. We’ve found that a lot of companies are fine with this. Project updates, engineering discussions, customer feedback, product decisions. Most of it is shared context anyway, and that’s where the bulk of the value comes from.<\/p>\n<p>If you do care more about the permissions side, each user can connect their own tools and create their own organisation in Pensieve. You can have as many organisations as you want. All the data within that organisation comes only from tools they have access to, so it’s a completely isolated context layer. You still get a full organisational picture, it’s just built from everything that user can personally see.<\/p>\n<p>Longer term, the direction we’re exploring is a shared context layer where each user connects their own tools and we tag entities with their source permissions so we can filter at the data layer and only surface information to a user if they have access to all the source materials used to derive it. You raise a good point about leakage though: even with filtering, the agent has technically seen restricted context while researching, and there’s a risk of that bleeding through. That’s exactly why we haven’t rushed it. Getting the filtering right so it’s a real data-layer boundary and not just a prompt-level one is the hard part.<\/p>\n<p>I’d be curious to hear more about how you’re structuring your internal context layer?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH! James here, co-founder of Pensieve.<\/p>\n<p>We’re heavy Claude users, and the thing that transformed our coding workflow wasn’t better search over our codebase \u2014 it was maintaining architecture files. A good <a href=\"http:\/\/CLAUDE.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">CLAUDE.md<\/a> means an agent drops into a session already understanding what the codebase does, what the product goals are, and how everything fits together. It doesn’t need to grep through every file to build that picture from scratch each time.<\/p>\n<p>Most AI-for-business tools today are search layers. They let agents query your underlying data, which is useful, but it’s the equivalent of giving a new developer grep access and calling them onboarded. What’s missing is the pre-researched, maintained understanding \u2014 the business equivalent of those architecture docs.<\/p>\n<p>That’s what we’re building. Pensieve connects to your tools and continuously maintains a living knowledge graph of your organisation. People, projects, customers, decisions, and how they all relate. So when an agent starts a conversation, the context is already there \u2014 not searched for, already understood.<\/p>\n<p>Would love to hear what integrations you’d want first \u2014 that’s what we’re prioritising next.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/a.slack-edge.com\/production-standard-emoji-assets\/15.0\/apple-medium\/1f64f@2x.png\" alt=\":pray:\" style=\"max-width: 100%\"><\/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<\/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\/S4UARC4XPEXUKP\" class=\"app-title\">GuideYou<\/a><\/p>\n<div class=\"one-liner\">Guidance for everyday technology<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">116<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GuideYou\u662f\u4e00\u6b3e\u901a\u8fc7\u521b\u5efa\u53ef\u89c6\u5316\u5206\u6b65\u6307\u5357\uff0c\u5e2e\u52a9\u5bb6\u5ead\u6210\u5458\u5728\u65e0\u9700\u53cd\u590d\u6c42\u52a9\u7684\u60c5\u51b5\u4e0b\uff0c\u72ec\u7acb\u5b8c\u6210\u65e5\u5e38\u6280\u672f\u64cd\u4f5c\uff08\u5982\u767b\u5f55\u3001\u8bbe\u5907\u8bbe\u7f6e\uff09\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u975e\u6280\u672f\u7528\u6237\u53cd\u590d\u6c42\u52a9\u3001\u6307\u5bfc\u8005\u91cd\u590d\u89e3\u91ca\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/7302c7de-ef7a-4e6e-b39c-ab5f19746e8b.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=hQA32N7WPOY\"><source src=\"https:\/\/www.youtube.com\/watch?v=hQA32N7WPOY\" 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\/f7b0324b-5afb-4f60-9951-e75b00de5499.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aa94749b-d9b7-4542-8cba-4bfab35cd987.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/362c86cc-0f97-4e9d-9799-a6936d0e3c2e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0aac4ae6-461c-4bf2-984f-6dc8d9679da0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d91ceedf-9084-4d41-b431-4296511922e1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d6279400-373c-4bfd-b609-94339f1cc08c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d33f2b36-2758-4124-a8e7-9cc30af372f0.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\">Home improvement<\/span><br \/>\n <span class=\"tag\">Family<\/span><br \/>\n <span class=\"tag\">Community<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5bb6\u5ead\u79d1\u6280\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u64cd\u4f5c\u6307\u5357<\/span><br \/>\n <span class=\"tag\">\u5206\u6b65\u6559\u5b66\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u626b\u76f2<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u534f\u52a9<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u79c1\u4eba\u5bb6\u6559<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5ead\u5de5\u4f5c\u533a<\/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\u5171\u9e23\u5f3a\u70c8\uff0c\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u4e3a\u5bb6\u4eba\u91cd\u590d\u63d0\u4f9b\u6280\u672f\u652f\u6301\u201d\u7684\u6838\u5fc3\u75db\u70b9\u3002\u4e00\u6761\u6709\u6548\u53cd\u9988\u6307\u51faGmail\u6ce8\u518c\u6d41\u7a0b\u5b58\u5728\u201c\u65e0\u6548\u8bbf\u95ee\u201d\u9519\u8bef\uff0c\u5efa\u8bae\u68c0\u67e5\u6216\u4fdd\u7559\u4f20\u7edf\u5bc6\u7801\u6ce8\u518c\u65b9\u5f0f\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 GuideYou\u770b\u4f3c\u662f\u4e00\u4e2a\u89e3\u51b3\u201c\u5bb6\u5ead\u79d1\u6280\u652f\u6301\u201d\u573a\u666f\u7684\u5782\u76f4\u5de5\u5177\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u975e\u7ed3\u6784\u5316\u7684\u3001\u9ad8\u65f6\u95f4\u6210\u672c\u7684\u9690\u6027\u77e5\u8bc6\uff08\u4e2a\u4eba\u7ecf\u9a8c\uff09\u8f6c\u5316\u4e3a\u53ef\u590d\u7528\u3001\u53ef\u8fed\u4ee3\u7684\u7ed3\u6784\u5316\u77e5\u8bc6\u4ea7\u54c1\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u6781\u7b80\u7684\u201c\u77e5\u8bc6\u6c89\u6dc0\u4e0e\u4ea4\u4ed8\u201d\u7cfb\u7edf\uff0c\u7784\u51c6\u7684\u662f\u4f20\u7edf\u56fe\u6587\u6559\u7a0b\u4e0e\u5b9e\u65f6\u89c6\u9891\u901a\u8bdd\u4e4b\u95f4\u7684\u5de8\u5927\u7a7a\u767d\u2014\u2014\u5373\u65f6\u6027\u8981\u6c42\u4f4e\u3001\u4f46\u5bb9\u9519\u7387\u4e5f\u4f4e\u7684\u65e5\u5e38\u64cd\u4f5c\u6307\u5bfc\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u907f\u5f00\u4e86\u590d\u6742\u7684\u5c4f\u5e55\u5171\u4eab\u6216\u5b9e\u65f6\u901a\u8baf\uff0c\u91c7\u7528\u201c\u622a\u56fe\u52a0\u70ed\u70b9\u201d\u7684\u5f02\u6b65\u6a21\u5f0f\uff0c\u8fd9\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4f46\u4e5f\u5c06\u6210\u529f\u4e0e\u5426\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u6307\u5357\u521b\u5efa\u8005\u7684\u62bd\u8c61\u4e0e\u6559\u5b66\u80fd\u529b\u3002\u5176\u5ba3\u79f0\u7684\u201cAI\u751f\u6210\u7d20\u6750\u201d\u529f\u80fd\u662f\u5173\u952e\u7684\u6f5c\u5728\u589e\u957f\u70b9\uff0c\u82e5\u80fd\u6839\u636e\u6587\u5b57\u6307\u4ee4\u81ea\u52a8\u751f\u6210\u793a\u610f\u754c\u9762\u56fe\uff0c\u5c06\u5927\u5e45\u964d\u4f4e\u521b\u4f5c\u6210\u672c\uff0c\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u8f6c\u5411\u201c\u521b\u4f5c\u5de5\u5177\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u6311\u6218\u5e76\u975e\u6280\u672f\uff0c\u800c\u662f\u7528\u6237\u4e60\u60ef\u3002\u5b83\u8981\u6c42\u6307\u5bfc\u8005\u4ece\u201c\u63a5\u7535\u8bdd-\u53e3\u5934\u89e3\u7b54\u201d\u7684\u88ab\u52a8\u53cd\u5e94\u6a21\u5f0f\uff0c\u8f6c\u53d8\u4e3a\u201c\u9884\u5148\u521b\u5efa-\u7cfb\u7edf\u7ba1\u7406\u201d\u7684\u4e3b\u52a8\u5efa\u8bbe\u6a21\u5f0f\u3002\u8fd9\u79cd\u5fc3\u667a\u8f6c\u6362\u7684\u95e8\u69db\u5f88\u9ad8\u3002\u6b64\u5916\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u573a\u666f\u6269\u5c55\u6027\u5b58\u7591\uff1a\u5728\u5bb6\u5ead\u573a\u666f\u5916\uff0c\u80fd\u5426\u6e17\u900f\u81f3\u4f01\u4e1a\u5185\u8bad\u3001\u5ba2\u6237\u6210\u529f\u7b49\u9886\u57df\uff1f\u9762\u5bf9\u66f4\u590d\u6742\u7684\u6d41\u7a0b\uff0c\u5176\u7b80\u5355\u7684\u70ed\u70b9\u6807\u6ce8\u662f\u5426\u8db3\u591f\uff1f\u5b83\u9700\u8981\u8bc1\u660e\u81ea\u5df1\u4e0d\u4ec5\u4ec5\u662f\u201c\u5b5d\u987a\u5de5\u5177\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u666e\u9002\u6027\u7684\u8f7b\u91cf\u7ea7\u77e5\u8bc6\u4f20\u9012\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u662f\u4e00\u4e2a\u7cbe\u51c6\u7684\u75db\u70b9\u5207\u5165\uff0c\u4f46\u8981\u4ece\u201c\u8d34\u5fc3\u4ea7\u54c1\u201d\u6210\u957f\u4e3a\u201c\u53ef\u6301\u7eed\u4e1a\u52a1\u201d\uff0c\u5fc5\u987b\u5728\u964d\u4f4e\u521b\u5efa\u8d1f\u62c5\u3001\u62d3\u5bbd\u5e94\u7528\u8fb9\u754c\u4ee5\u53ca\u6784\u5efa\u53ef\u7f51\u7edc\u6548\u5e94\u7684\u516c\u5171\u6307\u5357\u5e93\u4e0a\uff0c\u627e\u5230\u66f4\u6df1\u7684\u62a4\u57ce\u6cb3\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">GuideYou<\/span>\n <\/div>\n<div class=\"comment-content\">GuideYou helps you create simple visual step-by-step guides your family can follow without calling you every time. Upload screenshots, highlight what to tap, and share guides in a family workspace. Works on any device, supports feedback when screens change, and stays signed in for easy access. Explain things once and let others follow anytime.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A few months ago I realized I was basically doing tech support for my parents every other night.It was always the same:<br \/>\n\u201cTV is not working\u201d<br \/>\n\u201cHow do I log into my bank?\u201d<br \/>\n\u201cWhy does this look different?\u201d<\/p>\n<p>I tried everything – screenshots, phone calls, even writing steps in notes but nothing really stuck, they were always lost somewhere and… a couple of weeks later, same problem again.<br \/>\nSo I built GuideYou – a simple way to create step-by-step visual guides that anyone can follow.<br \/>\nNow instead of explaining things repeatedly, I just create a guide once and my parents use it whenever they need.<br \/>\nSo basically, my parents are now my QA team \ud83d\ude04 <\/p>\n<p>\u2728 What GuideYou does<br \/>\n– Create visual step-by-step guides – Upload screenshots\/photos and highlight exactly where to tap<br \/>\n– Interactive guidance – Use glowing hotspots and simple instructions<br \/>\n– Family workspace – Share guides with family members (Admin \/ Editor \/ Viewer roles)<br \/>\n– Real-time feedback loop – \u201cThis doesn\u2019t look right\u201d button sends feedback instantly<br \/>\n– Works on every device – It\u2019s a web app – you can even add it to your home screen like a native app<br \/>\n– Stay signed in – No constant logins \u2014 designed for non-technical users<br \/>\n– Private by default – Guides are only visible within your family<br \/>\n– Public guide library (small but growing) – Share useful guides with others<br \/>\n– AI asset generation – Generate visuals for guides when screenshots aren\u2019t enough<\/p>\n<p>\ud83d\udca1 Why I built this<br \/>\nThe real problem isn\u2019t explaining something once.<br \/>\nIt\u2019s explaining the same thing over and over again.<br \/>\nGuideYou turns that into:<br \/>\nexplain once \u2192 reusable forever<\/p>\n<p>\ud83c\udfaf Who it\u2019s for<br \/>\n– People helping parents or grandparents with tech<br \/>\n– Families supporting each other<br \/>\n– Anyone tired of repeating instructions<br \/>\n– Non-technical users who need simple guidance<\/p>\n<p>\ud83d\ude80 What I\u2019m looking for<br \/>\nI\u2019d love feedback on:<br \/>\n– onboarding & first-time experience<br \/>\n– guide creation flow<br \/>\n– clarity of instructions<br \/>\n– anything confusing or unnecessary<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gosu94\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gosu94<\/a> How familiar this is (when loved ones call with requests like this! A video about me)))<\/p>\n<p>Good job coming up with this! Good luck<\/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>Love this!<br \/>The Gmail sign up flow currently returns invalid access may want to check that out or leave the traditional sign up with password only.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/YBACS4VITXFNPK\" class=\"app-title\">CodingPrep<\/a><\/p>\n<div class=\"one-liner\">Open Source coding interview prep tool with AI interviewer<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">102<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CodePrep\u662f\u4e00\u6b3e\u5f00\u6e90AI\u9762\u8bd5\u966a\u7ec3\u5de5\u5177\uff0c\u901a\u8fc7\u6a21\u62df\u771f\u5b9e\u6280\u672f\u9762\u8bd5\u573a\u666f\uff08\u8bed\u97f3\u5bf9\u8bdd\u3001\u4ee3\u7801\u7f16\u5199\u3001\u6d4b\u8bd5\u4e0e\u53cd\u9988\uff09\uff0c\u89e3\u51b3\u6c42\u804c\u8005\u5728\u4f20\u7edf\u5237\u9898\u6a21\u5f0f\u4e2d\u7f3a\u4e4f\u4e92\u52a8\u6f14\u7ec3\u548c\u9488\u5bf9\u6027\u53cd\u9988\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\/878d0f9d-5fa8-4ead-ae83-0dc0c0300eac.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/059de71e-e5fc-4f98-8633-5a0c2c50151b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd209ac8-0298-4ef2-b7f3-7a7dfa3625d0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0553d8db-d2d0-4eb8-a02f-6ee6598bbdf9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/939d7126-9fbb-4ec5-b6ca-5ee0c255a88b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2637ed55-80c5-4b49-880a-7d7c2a4e06c7.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\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6280\u672f\u9762\u8bd5\u51c6\u5907<\/span><br \/>\n <span class=\"tag\">AI\u966a\u7ec3<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f16\u7a0b\u7ec3\u4e60<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u6267\u884c<\/span><br \/>\n <span class=\"tag\">\u5b66\u4e60\u8fdb\u5ea6\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6a21\u62df\u9762\u8bd5<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e24\u6781\u3002\u652f\u6301\u8005\u8ba4\u53ef\u5176\u89e3\u51b3\u771f\u5b9e\u9762\u8bd5\u6f14\u7ec3\u75db\u70b9\u7684\u7406\u5ff5\uff1b\u6279\u8bc4\u8005\u6307\u51fa\u4ea7\u54c1\u5b58\u5728\u4e25\u91cd\u6f0f\u6d1e\u3001\u8bed\u97f3\u4e0d\u81ea\u7136\u3001\u8d39\u7528\u6d88\u8017\u5feb\u3002\u6709\u6548\u5efa\u8bae\u5305\u62ec\u652f\u6301\u672c\u5730\u6a21\u578b\u3001\u6269\u5c55\u7f16\u7a0b\u8bed\u8a00\u3001\u6309\u516c\u53f8\u5b9a\u5236\u9898\u5e93\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 CodePrep\u8bd5\u56fe\u7528AI agent\u91cd\u6784\u6280\u672f\u9762\u8bd5\u51c6\u5907\u6d41\u7a0b\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2a\u5237\u9898\u5e73\u53f0\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u5355\u5411\u89e3\u9898\u201d\u8f6c\u53d8\u4e3a\u201c\u53cc\u5411\u4e92\u52a8\u9762\u8bd5\u6a21\u62df\u201d\u3002\u8fd9\u76f4\u51fb\u4e86\u4f20\u7edfLeetCode\u6a21\u5f0f\u7684\u6700\u5927\u77ed\u677f\uff1a\u7b97\u6cd5\u6b63\u786e\u6027\u4e0d\u7b49\u4e8e\u9762\u8bd5\u901a\u8fc7\u7387\uff0c\u6c9f\u901a\u4e0e\u601d\u7ef4\u8fc7\u7a0b\u5c55\u793a\u624d\u662f\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u76ee\u524d\u9677\u5165\u201c\u6982\u5ff5\u60ca\u8273\uff0c\u6267\u884c\u7c97\u7cd9\u201d\u7684\u5178\u578bAI\u521d\u521b\u9677\u9631\u3002\u521b\u59cb\u56e2\u961f\u7528AI agent\u5feb\u901f\u6784\u5efa\u4ea7\u54c1\u7684\u6545\u4e8b\u5f88\u5438\u5f15\u4eba\uff0c\u4f46\u7528\u6237\u5c16\u9510\u7684\u201cvibecoded slop\u201d\u8bc4\u8bba\u63ed\u793a\u4e86\u81f4\u547d\u4f24\uff1a\u57fa\u7840\u4f53\u9a8c\u5d29\u574f\u3002\u8bed\u97f3\u4e0d\u81ea\u7136\u3001\u9ad8\u989dAPI\u6d88\u8017\uff08$0.22\/8\u6b21\u8bf7\u6c42\uff09\u66b4\u9732\u4e86\u5176\u8fc7\u5ea6\u4f9d\u8d56\u5355\u4e00\u5916\u90e8AI\u670d\u52a1\u4e14\u7f3a\u4e4f\u6210\u672c\u4f18\u5316\uff0c\u8fd9\u76f4\u63a5\u4fb5\u8680\u4e86\u5de5\u5177\u7684\u53ef\u91cd\u590d\u4f7f\u7528\u6027\u3002\u66f4\u4e25\u91cd\u7684\u662f\uff0c\u4ec5\u652f\u6301Python\u4e0e\u201c\u5b8c\u5168\u5f00\u6e90\u201d\u6807\u8bed\u5b58\u5728\u6f5c\u5728\u77db\u76fe\uff0c\u56e0\u4e3a\u6838\u5fc3\u667a\u80fd\u4ecd\u7ed1\u6b7b\u5728\u5546\u4e1aAPI\u4e0a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u672a\u6765\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u5feb\u901f\u539f\u578b\u201d\u4e0e\u201c\u53ef\u9760\u4ea7\u54c1\u201d\u95f4\u627e\u5230\u5e73\u8861\u3002\u5b83\u5fc5\u987b\u56de\u7b54\uff1a\u662f\u505a\u4e00\u4e2a\u5c55\u793aAI\u6574\u5408\u80fd\u529b\u7684\u9177\u70abdemo\uff0c\u8fd8\u662f\u4e00\u4e2a\u80fd\u627f\u53d7\u6bcf\u65e5\u9ad8\u9891\u7ec3\u4e60\u7684\u7a33\u5065\u5de5\u5177\uff1f\u82e5\u9009\u62e9\u540e\u8005\uff0c\u5219\u5fc5\u987b\u89e3\u51b3\u6a21\u578b\u672c\u5730\u5316\u90e8\u7f72\u3001\u591a\u8bed\u8a00\u652f\u6301\u3001\u6210\u672c\u63a7\u5236\u7b49\u5de5\u7a0b\u95ee\u9898\uff0c\u5426\u5219\u5176\u201c\u771f\u5b9e\u611f\u201d\u4f18\u52bf\u5c06\u88ab\u7cdf\u7cd5\u7684\u53ef\u9760\u6027\u4e0e\u7ecf\u6d4e\u6027\u5f7b\u5e95\u62b5\u6d88\u3002\u5728AI\u7f16\u7a0b\u5de5\u5177\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u89e3\u51b3\u771f\u95ee\u9898\u9700\u8d85\u8d8a\u6280\u672f\u5671\u5934\uff0c\u56de\u5f52\u7a33\u5b9a\u4e0e\u5b9e\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\">CodingPrep<\/span>\n <\/div>\n<div class=\"comment-content\">CodePrep helps you practice coding interviews in a way that actually feels useful. Instead of grinding random problems, you can talk through solutions, write code, get tested, ask for hints, and receive clear feedback on what to improve. It includes voice mode, built-in code execution, study mode, and progress tracking, so you can practice like a real interview and get better faster.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Built this for a few friends who were prepping for coding interviews and kept saying the same thing: most prep tools help you solve problems, but not actually practice interviewing.<\/p>\n<p>So I made CodePrep to feel a lot closer to the real thing. You can talk through your solution, write code, get tested, ask for hints, and get feedback that\u2019s actually useful afterward.<\/p>\n<p>The fun part: this was built entirely with AI agents. That made it possible to move fast, experiment a lot, and turn an idea that started as \u201cthis would be useful for my friends\u201d into a real product.<\/p>\n<p>Would love to hear what you think:<\/p>\n<p>does this feel more useful than the usual coding prep flow?<br \/>\nwhat would make you actually come back and use it regularly?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This product literally doesn’t even work. Completely bug riddled across so many cases, the voice interviewer feels so unnatural, and it burns through credits at an unbelievably fast rate (8 requests so far have cost me $0.22). Pure vibecoded slop that was evidently not even tested.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Congratulations on the launch! It’s a very cool idea. I’m curious why you went for just OpenAI rather than e.g. supporting ollama or custom endpoints to make it fully local? Also, in your FAQ about “why Python only” it implies that actual python code is run, not just assessed: Is that just for user code or does the application write and run arbitrary code?<\/div>\n<div class=\"comment-actions\">\n<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>Cool idea. Suggestion\/question: could it search the web and find suitable interview code questions to prepare on, for the particular company someone is aiming to join?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/46WHOXGYXCE3CA\" class=\"app-title\">Dipshot<\/a><\/p>\n<div class=\"one-liner\">Capture, Annotate & Export<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Dipshot\u662f\u4e00\u6b3emacOS\u83dc\u5355\u680f\u8f7b\u91cf\u7ea7\u5e94\u7528\uff0c\u901a\u8fc7\u4e00\u7ad9\u5f0f\u622a\u5c4f\u3001\u6807\u6ce8\u548c\u6dfb\u52a0\u5b9a\u5236\u80cc\u666f\uff0c\u89e3\u51b3\u7528\u6237\u5728\u5206\u4eab\u622a\u56fe\u65f6\u56e0\u5207\u6362\u5de5\u5177\u800c\u4e2d\u65ad\u5de5\u4f5c\u6d41\u7684\u75db\u70b9\uff0c\u5c24\u5176\u9002\u5408\u5f00\u53d1\u8005\u3001\u72ec\u7acb\u521b\u4f5c\u8005\u7b49\u9700\u8981\u5feb\u901f\u4ea7\u51fa\u7cbe\u7f8e\u89c6\u89c9\u5185\u5bb9\u7684\u573a\u666f\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\/aa494f2a-7923-433a-9986-a7a3dc16dcc6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f5999728-b122-4556-899e-a74f2e9ed183.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ef851b99-b42d-4215-8184-59ae8f86cdcc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6007fe3b-0638-42e9-851f-c224f6319e1f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f3c827aa-cb5e-47ba-85a6-2d7103eaaa9d.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\/10d6734b-823b-440c-b103-aa4089163dfa.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/6Dqr5TO9eg4\"><source src=\"https:\/\/youtu.be\/6Dqr5TO9eg4\" 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\">Menu Bar Apps<\/span><br \/>\n <span class=\"tag\">Maker Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u622a\u56fe\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u56fe\u7247\u6807\u6ce8<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\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\u8ba4\u53ef\u5176\u83dc\u5355\u680f\u96c6\u6210\u3001\u4e0d\u6253\u65ad\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u8bbe\u8ba1\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\u529f\u80fd\u8be2\u95ee\uff1a\u652f\u6301\u7684\u5bfc\u51fa\u683c\u5f0f\u3001\u6279\u91cf\u5904\u7406\u80fd\u529b\u3001\u4e0e\u7cfb\u7edf\u5185\u7f6e\u5de5\u5177\u7684\u901f\u5ea6\u5bf9\u6bd4\uff0c\u4ee5\u53ca\u8bbe\u7f6e\u5e38\u7528\u6807\u6ce8\u6a21\u677f\u7684\u53ef\u80fd\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 Dipshot\u5207\u5165\u7684\u662f\u4e00\u4e2a\u770b\u4f3c\u5fae\u5c0f\u5374\u771f\u5b9e\u5b58\u5728\u7684\u6548\u7387\u7f1d\u9699\uff1a\u4ece\u201c\u529f\u80fd\u6027\u7684\u622a\u56fe\u201d\u5230\u201c\u4f20\u64ad\u6027\u7684\u89c6\u89c9\u5185\u5bb9\u201d\u4e4b\u95f4\u7684\u6700\u540e\u4e00\u516c\u91cc\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u6807\u6ce8\u529f\u80fd\uff0c\u800c\u662f\u5c06\u201c\u7f8e\u5316\u201d\u8fd9\u4e00\u901a\u5e38\u9700\u8981\u8df3\u8f6c\u5230\u4e13\u4e1a\u8f6f\u4ef6\uff08\u5982Figma\uff09\u7684\u9ad8\u6210\u672c\u52a8\u4f5c\uff0c\u964d\u7ef4\u6210\u83dc\u5355\u680f\u5185\u7684\u201c\u4e00\u952e\u5f0f\u201d\u64cd\u4f5c\uff0c\u4ece\u800c\u5c06\u622a\u56fe\u5206\u4eab\u7684\u4f53\u9a8c\u4ece\u201c\u751f\u4ea7\u6d41\u7a0b\u201d\u65e0\u7f1d\u8fc7\u6e21\u4e3a\u201c\u6c9f\u901a\u52a8\u4f5c\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u6293\u4f4f\u4e86\u73b0\u4ee3\u5de5\u4f5c\u6d41\u4e2d\u201c\u4e0a\u4e0b\u6587\u5207\u6362\u201d\u8fd9\u4e00\u9690\u5f62\u6740\u624b\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u6838\u5fc3\u529f\u80fd\u201c\u80cc\u666f\u7f8e\u5316\u201d\u7684\u58c1\u5792\u5e76\u4e0d\u9ad8\uff0c\u5bb9\u6613\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u7528\u6237\u8bc4\u8bba\u5df2\u89e6\u53ca\u5de5\u5177\u7c7b\u5e94\u7528\u7684\u6838\u5fc3\uff1a\u89c4\u6a21\u5316\u4e0e\u81ea\u5b9a\u4e49\u9700\u6c42\u3002\u8be2\u95ee\u6279\u91cf\u5904\u7406\u548c\u6a21\u677f\u529f\u80fd\uff0c\u6b63\u8bf4\u660e\u65e9\u671f\u91c7\u7eb3\u8005\u5df2\u4e0d\u6ee1\u8db3\u4e8e\u5355\u70b9\u4f18\u5316\uff0c\u800c\u5e0c\u671b\u5c06\u5176\u5d4c\u5165\u66f4\u91cd\u590d\u3001\u66f4\u6279\u91cf\u7684\u5de5\u4f5c\u573a\u666f\u4e2d\u3002\u8fd9\u610f\u5473\u7740\u5982\u679c\u505c\u7559\u5728v1\u7684\u201c\u5355\u5f20\u56fe\u7247\u7cbe\u4fee\u201d\u6a21\u5f0f\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u201c\u4e0d\u9519\u7684\u751c\u70b9\u5e94\u7528\u201d\uff1b\u82e5\u80fd\u5411\u201c\u6279\u91cf\u5316\u3001\u6a21\u677f\u5316\u3001\u81ea\u52a8\u5316\u201d\u6f14\u8fdb\uff0c\u624d\u6709\u673a\u4f1a\u6210\u4e3a\u5de5\u4f5c\u6d41\u4e2d\u7684\u201c\u57fa\u7840\u8bbe\u65bd\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u5916\uff0c\u5176\u4e0e\u7cfb\u7edf\u539f\u751f\u622a\u56fe\u5de5\u5177\u7684\u201c\u901f\u5ea6\u5bf9\u6bd4\u201d\u5c06\u76f4\u63a5\u51b3\u5b9a\u7528\u6237\u7684\u53bb\u7559\u3002\u5728\u6548\u7387\u5de5\u5177\u8d5b\u9053\uff0c\u5feb0.5\u79d2\u5373\u662f\u62a4\u57ce\u6cb3\u3002\u603b\u4f53\u800c\u8a00\uff0cDipshot\u5c55\u73b0\u4e86\u4e00\u4e2a\u4f18\u79c0\u5de5\u5177\u5e94\u7528\u7684\u8d77\u70b9\uff1a\u7cbe\u51c6\u5207\u5165\u75db\u70b9\u3001\u6781\u81f4\u7b80\u5316\u8def\u5f84\u3002\u4f46\u5176\u957f\u671f\u4ef7\u503c\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u4ece\u4e00\u4e2a\u201c\u7cbe\u7f8e\u7684\u5305\u88c5\u5668\u201d\uff0c\u8fdb\u5316\u6210\u4e00\u4e2a\u201c\u667a\u80fd\u7684\u89c6\u89c9\u5185\u5bb9\u6d41\u6c34\u7ebf\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\">Dipshot<\/span>\n <\/div>\n<div class=\"comment-content\">Dipshot is a lightweight macOS menu bar app for capturing and annotating screenshots. Add arrows, text, shapes, and callouts, then export clean, polished visuals \u2014 all without breaking your flow.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m the maker of Dipshot \u2014 a macOS menu bar app that turns plain screenshots into beautiful, share-ready visuals.<\/p>\n<p>The idea came from a simple frustration: every time I wanted to share a screenshot \u2014 for a tweet, a changelog, or a product update \u2014 it looked boring and raw. I’d have to jump into Figma or another tool just to wrap it in a nice background. That breaks the flow completely.<\/p>\n<p>With Dipshot, you capture your screen and instantly get a polished result with a customized background \u2014 gradients, solid colors, wallpapers \u2014 right from your menu bar. No context switching, no extra apps.<\/p>\n<p>Perfect for:<br \/>\n– Developers sharing project progress<br \/>\n– Indie makers posting on social media<br \/>\n– Anyone who wants their screenshots to look intentional and professional<\/p>\n<p>This is v1, and I’d love your feedback. What backgrounds or customization options would make this a must-have for you? \ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Clean execution on this \u2014 a menu bar screenshot tool that handles capture, annotation, and export without leaving your flow is exactly the kind of utility app that becomes indispensable once you start using it. I take a lot of annotated screenshots for bug reports and docs, and the friction of opening a separate app every time is real. The fact that it lives in the menu bar and does everything inline is the right call. What export formats do you support? And is there any way to set up quick templates for recurring annotation patterns (like always adding the same type of callout)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats @abduns on the launch! I like the menu bar approach. How you handle batch processing when you need to annotate multiple screenshots at once?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 app looks great and has very good UI. Congrats on the launch \ud83c\udf89 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice and practical keeping everything in the menu bar and not breaking flow is a big win for this kind of tool curious how it compares speed wise to the built in screenshot 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<\/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\/SCRO4WAAKG24SS\" class=\"app-title\">Habit Streaker<\/a><\/p>\n<div class=\"one-liner\">Streak Your Way Towards Success<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">25<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eNotion\u7684\u6a21\u677f\uff0c\u901a\u8fc7\u53ef\u89c6\u5316\u7684\u201c\u8fde\u7eed\u6253\u5361\u201d\u673a\u5236\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5355\u4e00\u9875\u9762\u96c6\u4e2d\u8ffd\u8e2a\u4e60\u60ef\u517b\u6210\u8fdb\u5ea6\uff0c\u89e3\u51b3\u4e60\u60ef\u96be\u4ee5\u575a\u6301\u548c\u8fdb\u5ea6\u5206\u6563\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9c640fc9-ac0b-49b5-adb6-34f99588c6cc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/abb62300-8aeb-4c06-95a9-303c24c6bb32.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c4f378cd-116e-455d-99d0-1ffcf6c12314.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\">Productivity<\/span><br \/>\n <span class=\"tag\">Notion<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e60\u60ef\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">Notion\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6210\u957f<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u6253\u5361<\/span><br \/>\n <span class=\"tag\">\u81ea\u6211\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u4eea\u5f0f\u5316<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">\u8fdb\u5ea6\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>\u8bc4\u8bba\u4ee5\u795d\u8d3a\u4e3a\u4e3b\uff0c\u521b\u59cb\u4eba\u5f3a\u8c03\u8fd9\u662f\u5176\u81ea\u7528\u7684\u5f3a\u5927\u7cfb\u7edf\u3002\u6709\u7528\u6237\u6307\u51fa\u201c\u8fde\u7eed\u6253\u5361\u201d\u662f\u517b\u6210\u4e60\u60ef\u7684\u7b80\u5355\u6709\u6548\u6280\u5de7\u3002\u6574\u4f53\u53cd\u9988\u79ef\u6781\uff0c\u4f46\u7f3a\u4e4f\u5177\u4f53\u529f\u80fd\u8ba8\u8bba\u6216\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Habit Streaker\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5c01\u88c5\u4e86\u201c\u8fde\u7eed\u6253\u5361\u201d\u7406\u5ff5\u7684Notion\u6a21\u677f\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u6d41\u884c\u7684\u884c\u4e3a\u8bbe\u8ba1\u5b66\u65b9\u6cd5\uff08\u5982\u201c\u4e0d\u8981\u6253\u7834\u94fe\u6761\u201d\uff09\u4ea7\u54c1\u5316\u3001\u6a21\u677f\u5316\u3002\u5b83\u5de7\u5999\u5730\u5229\u7528\u4e86Notion\u7684\u666e\u53ca\u6027\u548c\u7075\u6d3b\u6027\uff0c\u964d\u4f4e\u4e86\u7528\u6237\u6784\u5efa\u4e2a\u4eba\u7ba1\u7406\u7cfb\u7edf\u7684\u95e8\u69db\u3002\u7136\u800c\uff0c\u5176\u201c\u4ea7\u54c1\u201d\u5c5e\u6027\u975e\u5e38\u8106\u5f31\u2014\u2014\u5b83\u5e76\u975e\u4e00\u4e2a\u72ec\u7acbAPP\uff0c\u529f\u80fd\u6df1\u5ea6\u5b8c\u5168\u53d7\u9650\u4e8eNotion\u5e73\u53f0\uff0c\u53ef\u66ff\u4ee3\u6027\u6781\u5f3a\u3002\u4efb\u4f55\u719f\u6089Notion\u7684\u7528\u6237\u90fd\u80fd\u5728\u77ed\u65f6\u95f4\u5185\u81ea\u884c\u590d\u523b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u771f\u6b63\u5356\u70b9\u5e76\u975e\u6280\u672f\u6216\u521b\u65b0\uff0c\u800c\u662f\u201c\u9884\u8bbe\u7684\u7cfb\u7edf\u201d\u548c\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u4fbf\u5229\u6027\uff0c\u4e3a\u76ee\u6807\u7528\u6237\uff08\u6e34\u671b\u81ea\u5f8b\u4f46\u754f\u60e7\u590d\u6742\u8bbe\u7f6e\u7684\u4eba\uff09\u8282\u7701\u4e86\u65f6\u95f4\u4e0e\u5fc3\u667a\u6210\u672c\u3002\u521b\u59cb\u4eba\u4f5c\u4e3a\u201cNotion\u987e\u95ee\u201d\u7684\u8eab\u4efd\uff0c\u4e3a\u6a21\u677f\u7684\u6743\u5a01\u6027\u548c\u8bbe\u8ba1\u611f\u505a\u4e86\u80cc\u4e66\u3002\u4f46\u98ce\u9669\u4e5f\u540c\u6837\u660e\u663e\uff1a\u5176\u957f\u671f\u4ef7\u503c\u5b8c\u5168\u4f9d\u8d56\u4e8e\u7528\u6237\u5bf9Notion\u7684\u6301\u7eed\u4f7f\u7528\u7c98\u6027\uff0c\u4e14\u5546\u4e1a\u6a21\u5f0f\u5929\u82b1\u677f\u6781\u4f4e\uff0c\u6781\u6613\u88ab\u590d\u5236\u3002\u5b83\u66f4\u50cf\u4e00\u4efd\u7cbe\u5fc3\u5305\u88c5\u7684\u201c\u6570\u5b57\u6307\u5357\u201d\uff0c\u5176\u6210\u529f\u66f4\u591a\u662f\u5185\u5bb9\u8425\u9500\u548c\u793e\u533a\u63a8\u5e7f\u7684\u80dc\u5229\uff0c\u800c\u975e\u4ea7\u54c1\u529b\u7684\u98a0\u8986\u3002\u5728\u4e60\u60ef\u8ffd\u8e2a\u8fd9\u4e2a\u7ea2\u6d77\u5e02\u573a\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6781\u8f7b\u91cf\u7ea7\u7684\u5207\u5165\u70b9\uff0c\u4f46\u8981\u60f3\u4ece\u201c\u6a21\u677f\u201d\u8fdb\u5316\u4e3a\u201c\u89e3\u51b3\u65b9\u6848\u201d\uff0c\u524d\u8def\u6f2b\u6f2b\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\">Habit Streaker<\/span>\n <\/div>\n<div class=\"comment-content\">Streak Your Way Towards Success Do you have problems with tracking your habits? Do you want to see your habit streaks in a simple way and in one place? Good habits are important. They are your fuel and drive you to become the best version of yourself. And tracking their progress keeps you motivated at all times. That’s why I created this template. Where your habit progress and streaks are organized in one place. Are you ready to gamify your life and become the best version of yourself?<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi ProductHunters and everyone else \ud83d\udc4b<\/p>\n<p>I’m Matthew, Notion consultant and creator of this product.<br \/>\nThis is the exact system I use to stay disciplined and create good habits for my success.<br \/>\nNow I want to share it with you \ud83d\ude42<\/p>\n<p>What you’ll get?<\/p>\n<p>\ud83d\udd39 Habit Streaker Notion template where you can organize your habits, streaks, highest score and notes and store everything in one place<br \/>\n\ud83d\udd39 Guide with explanation of each module<br \/>\n\ud83d\udd39 Instructions how to use the template<\/p>\n<p>You can also customize this product for your needs, because this isn\u2019t something that\u2019ll help you for a mere few weeks or months.<br \/>\nIt\u2019s something I\u2019ve designed with the aim to last for years and decades.<\/p>\n<p>Who is this for?<\/p>\n<p>\ud83d\udd39 People who want to track their habit progress and take accountability<br \/>\n\ud83d\udd39 People who want to know exactly what they need to focus on in order to progress in their lives<br \/>\n\ud83d\udd39 Anyone who’s serious about their habits and wants to become more organized<br \/>\n\ud83d\udd39 You!<\/p>\n<p>What are you waiting for?<br \/>\nStreak Your Way Towards Success<br \/>\nGrab your Habit Streaker today!<\/p>\n<p>Click “Visit” above to grab your Habit Streaker.<br \/>\nAny feedback appreciated :))<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of the most powerful yet simple tricks to build good habits or remove bad ones is knowing your streaks; you never want that number to go down to 0. Congrats, Matthew, on the launch<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@olsnotion\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olsnotion<\/a> Indeed, that’s a very powerful system!<\/p>\n<p>Thank you bro! :))<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on your launch!!!<\/div>\n<div class=\"comment-actions\">\n<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\/@chape\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chape<\/a> Thank you David! \ud83d\ude0e<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@basharath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@basharath<\/a> Thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/X7IBZXXDJ7B4OL\" class=\"app-title\">Struere<\/a><\/p>\n<div class=\"one-liner\">Make your spreadsheets work like software<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">16<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Struere\u5229\u7528AI\u5c06\u7535\u5b50\u8868\u683c\u8f6c\u5316\u4e3a\u5b9e\u65f6\u4eea\u8868\u76d8\u3001\u81ea\u52a8\u5316\u63d0\u9192\u548c\u5de5\u4f5c\u6d41\uff0c\u4e3a\u90a3\u4e9b\u5df2\u8d85\u8d8aExcel\u80fd\u529b\u4f46\u5c1a\u672a\u51c6\u5907\u597d\u91c7\u7528\u590d\u6742\u6602\u8d35\u4f01\u4e1a\u8f6f\u4ef6\u7684\u4e2d\u5c0f\u56e2\u961f\uff0c\u63d0\u4f9b\u4e86\u5e73\u6ed1\u8fc7\u6e21\u7684\u89e3\u51b3\u65b9\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 <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/07787a00-a7fb-4b87-98ce-7728df36d39b.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/RdzlhQXJmH0\"><source src=\"https:\/\/youtu.be\/RdzlhQXJmH0\" 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\/578aa7f7-fb0a-4cc2-af55-cacc51870111.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2e5c10dc-facf-4b4e-b9ec-8ed82f296383.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/12877c89-4f83-4c84-946c-6d712fbf809b.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\">Analytics<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8868\u683c\u667a\u80fd\u5316<\/span><br \/>\n <span class=\"tag\">AI\u4eea\u8868\u76d8<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Excel\u66ff\u4ee3\u54c1<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/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\u8ba4\u53ef\u5176\u7cbe\u51c6\u5b9a\u4f4d\u4e86\u4e2d\u5c0f\u56e2\u961f\u5728Excel\u4e0e\u5927\u578b\u4f01\u4e1a\u8f6f\u4ef6\u95f4\u7684\u8fc7\u6e21\u75db\u70b9\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728AI\u751f\u6210\u4eea\u8868\u76d8\u7684\u81ea\u52a8\u5316\u7a0b\u5ea6\uff08\u662f\u5426\u9700\u624b\u52a8\u5b9a\u4e49\uff09\uff0c\u521b\u59cb\u4eba\u56de\u590d\u53ef\u81ea\u52a8\u751f\u6210\u5e76\u652f\u6301\u7528\u6237\u63d0\u793a\u8c03\u6574\u3002\u8bc4\u8bba\u666e\u904d\u8ba4\u4e3a\u5176\u662fAirtable\u7b49\u4ea7\u54c1\u7684\u8f7b\u91cf\u66ff\u4ee3\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 Struere\u5207\u5165\u4e86\u4e00\u4e2a\u7ecf\u5178\u4e14\u987d\u56fa\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u201cExcel\u5931\u7075\u201d\u4e0e\u201c\u4f01\u4e1a\u7ea7\u8f6f\u4ef6\u8fc7\u8f7d\u201d\u4e4b\u95f4\u7684\u65e0\u4eba\u533a\u3002\u5176\u5ba3\u79f0\u7684\u201cAI\u539f\u751f\u201d\u4e0e5\u5206\u949f\u90e8\u7f72\u662f\u6838\u5fc3\u5356\u70b9\uff0c\u4f46\u4e5f\u662f\u6700\u5927\u7684\u98ce\u9669\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ef7\u503c\u4e0d\u5728\u4e8e\u5176\u6280\u672f\u6709\u591a\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u5176\u8def\u5f84\u4f9d\u8d56\u7684\u5de7\u5999\u5229\u7528\u3002\u5b83\u4e0d\u8981\u6c42\u7528\u6237\u6539\u53d8\u4ee5\u8868\u683c\u4e3a\u6838\u5fc3\u7684\u6570\u636e\u7ed3\u6784\u548c\u64cd\u4f5c\u4e60\u60ef\uff0c\u800c\u662f\u8bd5\u56fe\u4e3a\u8fd9\u4e9b\u9759\u6001\u8868\u683c\u6ce8\u5165\u201c\u8f6f\u4ef6\u201d\u7684\u4ea4\u4e92\u4e0e\u81ea\u52a8\u5316\u80fd\u529b\u3002\u8fd9\u964d\u4f4e\u4e86\u8fc1\u79fb\u7684\u5fc3\u7406\u95e8\u69db\u548c\u64cd\u4f5c\u6210\u672c\uff0c\u662f\u5178\u578b\u7684\u201c\u5305\u88f9\u8fdb\u5316\u201d\u7b56\u7565\uff0c\u800c\u975e\u201c\u98a0\u8986\u9769\u547d\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u201cAI\u81ea\u52a8\u6784\u5efa\u4eea\u8868\u76d8\u201d\u7684\u667a\u80fd\u7a0b\u5ea6\u548c\u53ef\u9760\u6027\u5b58\u7591\u3002\u901a\u7528\u8868\u683c\u6570\u636e\u7ed3\u6784\u6742\u4e71\uff0cAI\u80fd\u5426\u51c6\u786e\u7406\u89e3\u4e1a\u52a1\u903b\u8f91\u5e76\u751f\u6210\u6709\u610f\u4e49\u7684\u89c6\u56fe\uff0c\u662f\u4ea7\u54c1\u80fd\u5426\u5151\u73b0\u627f\u8bfa\u7684\u5173\u952e\u3002\u5176\u6b21\uff0c\u5176\u5b9a\u4f4d\u7684\u201c\u8fc7\u6e21\u6027\u201d\u53ef\u80fd\u6210\u4e3a\u589e\u957f\u5929\u82b1\u677f\u3002\u5f53\u56e2\u961f\u771f\u6b63\u6210\u957f\u540e\uff0c\u662f\u9009\u62e9\u7ee7\u7eed\u6df1\u8015Struere\uff0c\u8fd8\u662f\u5fc5\u7136\u8fc1\u79fb\u81f3\u66f4\u5f3a\u5927\u7684\u5e73\u53f0\uff1f\u8fd9\u51b3\u5b9a\u4e86\u5b83\u6700\u7ec8\u662f\u4e00\u4e2a\u201c\u8df3\u677f\u201d\u8fd8\u662f\u4e00\u4e2a\u201c\u7ec8\u70b9\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u4e2d\u900f\u9732\u7684\u201c\u968f\u7740\u7528\u6237\u5b66\u4e60\u800c\u589e\u52a0\u7ec4\u4ef6\u201d\u7684\u53d1\u5c55\u601d\u8def\uff0c\u663e\u793a\u4e86\u5176\u4ea7\u54c1\u8fed\u4ee3\u5c06\u4e0e\u7528\u6237\u751f\u6001\u6df1\u5ea6\u7ed1\u5b9a\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u201c\u8db3\u591f\u8f7b\u4fbf\u201d\u4e0e\u201c\u8db3\u591f\u5f3a\u5927\u201d\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\uff0c\u5e76\u5feb\u901f\u5f62\u6210\u6838\u5fc3\u7528\u4f8b\u7684\u95ed\u73af\u3002\u5b83\u9762\u4e34\u7684\u4e0d\u662f\u6280\u672f\u7ade\u4e89\uff0c\u800c\u662f\u5bf9\u4e2d\u5c0f\u4f01\u4e1a\u590d\u6742\u3001\u6a21\u7cca\u3001\u52a8\u6001\u7684\u9700\u6c42\u7684\u6d1e\u5bdf\u4e0e\u62bd\u8c61\u80fd\u529b\u4e4b\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\">Struere<\/span>\n <\/div>\n<div class=\"comment-content\">Struere turns your spreadsheets into live dashboards, automated alerts, and workflows using AI. Built for teams who have outgrown Excel but are not ready for complex and expensive enterprise software.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">In my experience, small teams and small businesses rely on Excel to run their operations. It works until it doesn’t. As complexity grows, Excel’s capability shrinks and the team starts hitting walls.<\/p>\n<p>The obvious alternatives, Monday, Airtable, ServiceNow, are expensive, rigid, and take months to migrate to. Most small teams are not ready for that.<\/p>\n<p>Struere is AI-native and takes less than 5 minutes to set up. Upload your data and it builds live intelligent dashboards on top of it. We layer in role-based access, automated alerts, and workflow automations so teams can run their operations exactly how they already work, without adapting to someone else’s SaaS framework.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The gap between “Excel is breaking down” and “we’re ready for a full enterprise migration” is where so many small teams get stuck for way too long, and this seems to hit that exactly. When you upload existing spreadsheets, does the AI figure out the dashboard structure on its own or do you still need to define what you want to 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@simonk123\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@simonk123<\/a> It figures out on its own and on top of the user can prompt each component to bring specific data only. Also add more components that are called widgets on the platform. As we learn from more user we will bring more components to solve those use cases.<\/p>\n<p>And I appreciate your comment, that’s the gap where I am trying to come in.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a great alternative to Airtable. All the best!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Thank you <a href=\"https:\/\/www.producthunt.com\/@basharath\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"basharath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@basharath<\/a> I appreciate your comment. Let me know if you or any of your friends need help signing up.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/QDTZKRZ5IC2X2E\" class=\"app-title\">talk. <\/a><\/p>\n<div class=\"one-liner\">Get paid to talk.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">14<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u4ed8\u8d39\u9884\u7ea6\u4e00\u5bf9\u4e00\u89c6\u9891\u901a\u8bdd\uff0c\u8ba9\u4efb\u4f55\u4eba\u80fd\u591f\u51fa\u552e\u81ea\u5df1\u7684\u65f6\u95f4\u4e0e\u7ecf\u9a8c\u3001\u6216\u83b7\u53d6\u5916\u90e8\u5efa\u8bae\u4e0e\u966a\u4f34\uff0c\u89e3\u51b3\u7279\u5b9a\u573a\u666f\u4e0b\u5bfb\u6c42\u8de8\u5708\u5c42\u3001\u5373\u65f6\u6027\u3001\u9ad8\u8d28\u91cf\u5bf9\u8bdd\u9700\u6c42\u7684\u5e02\u573a\u5e73\u53f0\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\/5b02fdae-242b-4a60-8e5b-1d19bb85b8ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d502dc06-a9e3-4bd9-9498-eb41c09d1ddb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bdaa890b-d7d3-409e-aa84-540a44d905e3.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\">Social Media<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Education<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u77e5\u8bc6\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">\u4e00\u5bf9\u4e00\u54a8\u8be2<\/span><br \/>\n <span class=\"tag\">\u7ecf\u9a8c\u5171\u4eab<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u4ea4\u6613<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u901a\u8bdd\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u8f7b\u54a8\u8be2<\/span><br \/>\n <span class=\"tag\">\u964c\u751f\u4eba\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">C2C\u670d\u52a1\u5e02\u573a<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u201c\u4eba\u4e0e\u4eba\u771f\u5b9e\u5bf9\u8bdd\u201d\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\uff0c\u8ba4\u4e3a\u5176\u662f\u8fde\u63a5\u4f18\u8d28\u4eba\u624d\u7684\u6f5c\u529b\u5e02\u573a\u3002\u6709\u6548\u63d0\u95ee\u6307\u5411\u5e73\u53f0\u6700\u4f73\u9002\u7528\u9886\u57df\uff08\u7ec6\u5206\u5e02\u573a\uff09\u53ca\u4e92\u52a8\u673a\u5236\uff08\u5982\u4f55\u542f\u52a8\uff09\u3002\u6574\u4f53\u53cd\u9988\u79ef\u6781\u4f46\u8f83\u4e3a\u7b3c\u7edf\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Talk. \u6240\u6807\u699c\u7684\u201c\u4e3a\u8c08\u8bdd\u4ed8\u8d39\u201d\u6a21\u5f0f\uff0c\u5b9e\u8d28\u662f\u5c06\u201c\u65f6\u95f4\u201d\u4e0e\u201c\u7ecf\u9a8c\u201d\u5546\u54c1\u5316\u7684C2C\u5e73\u53f0\uff0c\u5176\u91ce\u5fc3\u5728\u4e8e\u6784\u5efa\u4e00\u4e2a\u4e07\u7269\u7686\u53ef\u54a8\u8be2\u7684\u8f7b\u91cf\u5316\u5e02\u573a\u3002\u5b83\u7784\u51c6\u7684\u75db\u70b9\u662f\u771f\u5b9e\u7684\uff1a\u5728\u9ad8\u5ea6\u5782\u76f4\u5316\u4e0e\u7b97\u6cd5\u8327\u623f\u5316\u7684\u5f53\u4e0b\uff0c\u83b7\u53d6\u8de8\u9886\u57df\u3001\u975e\u529f\u5229\u6027\u7684\u5373\u65f6\u6027\u5bf9\u8bdd\u673a\u4f1a\u6210\u672c\u6781\u9ad8\u3002\u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u5c06\u95e8\u69db\u964d\u81f3\u6700\u4f4e\u2014\u2014\u4efb\u4f55\u4eba\u53ef\u8bbe\u4ef7\u51fa\u552e\u65f6\u95f4\uff0c\u8fd9\u4f7f\u5176\u7406\u8bba\u4e0a\u5177\u5907\u4e86\u6d77\u91cfSKU\uff08\u54a8\u8be2\u8005\uff09\u7684\u53ef\u80fd\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u9996\u5148\uff0c**\u5e73\u53f0\u4ef7\u503c\u4e0e\u76d1\u7ba1\u96be\u5ea6\u6210\u6b63\u6bd4**\u3002\u5f53\u5bf9\u8bdd\u4e3b\u9898\u4ece\u201c\u804c\u4e1a\u89c4\u5212\u201d\u5ef6\u4f38\u81f3\u201c\u4efb\u4f55\u4e8b\u60c5\u201d\uff0c\u5185\u5bb9\u8fb9\u754c\u4e0e\u5408\u89c4\u98ce\u9669\u5c06\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u5176\u6b21\uff0c**\u53cc\u8fb9\u51b7\u542f\u52a8\u7684\u7ecf\u5178\u56f0\u5883**\u3002\u65e9\u671f\u201c\u4e13\u5bb6\u201d\u4f9b\u7ed9\u8d28\u91cf\u51b3\u5b9a\u5e73\u53f0\u8c03\u6027\uff0c\u82e5\u7f3a\u4e4f\u9ad8\u8d28\u91cf\u4f9b\u7ed9\uff0c\u5c06\u8fc5\u901f\u6ca6\u4e3a\u96f6\u6563\u3001\u4f4e\u8d28\u7684\u95f2\u804a\u573a\uff0c\u800c\u9ad8\u8d28\u91cf\u4f9b\u7ed9\u5f80\u5f80\u5df2\u88ab\u5782\u76f4\u5e73\u53f0\uff08\u5982Upwork\u3001Clarity.fm\uff09\u6216\u79c1\u4eba\u7f51\u7edc\u5784\u65ad\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u54ea\u4e2a\u7ec6\u5206\u5e02\u573a\u6700\u6709\u6548\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u5176\u5b9a\u4f4d\u6a21\u7cca\u7684\u6838\u5fc3\u95ee\u9898\u2014\u2014\u8bd5\u56fe\u670d\u52a1\u201c\u6240\u6709\u4eba\u201d\uff0c\u5f80\u5f80\u96be\u4ee5\u7cbe\u51c6\u670d\u52a1\u201c\u4efb\u4f55\u4eba\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5ba3\u79f0\u7684\u201cAI\u65e0\u6cd5\u53d6\u4ee3\u201d\u662f\u52a8\u4eba\u7684\u60c5\u611f\u724c\uff0c\u4f46\u5ffd\u7565\u4e86\u4e00\u4e2a\u4e8b\u5b9e\uff1a\u5927\u91cf\u6807\u51c6\u5316\u3001\u4fe1\u606f\u578b\u7684\u5bf9\u8bdd\u6b63\u88abAI\u9ad8\u6548\u66ff\u4ee3\uff0c\u4eba\u7c7b\u5bf9\u8bdd\u7684\u6ea2\u4ef7\u6070\u6070\u5b58\u5728\u4e8e\u6df1\u5ea6\u3001\u4fe1\u4efb\u4e0e\u590d\u6742\u95ee\u9898\u89e3\u51b3\u4e2d\uff0c\u800c\u8fd9\u4e9b\u9700\u8981\u5f3a\u5927\u7684\u7b5b\u9009\u4e0e\u4fe1\u4efb\u673a\u5236\u3002\u76ee\u524d\u5176\u6a21\u5f0f\u66f4\u63a5\u8fd1\u4e8e\u5c06Fiverr\u7684\u201c\u5fae\u670d\u52a1\u201d\u6982\u5ff5\u6781\u7aef\u5316\u4e3a\u201c\u65f6\u95f4\u5207\u7247\u201d\uff0c\u80fd\u5426\u5efa\u7acb\u8d77\u53ef\u6301\u7eed\u7684\u4f9b\u9700\u751f\u6001\uff0c\u800c\u975e\u4e00\u65f6\u65b0\u9c9c\u611f\u7684\u5076\u53d1\u6027\u4ea4\u6613\uff0c\u4ecd\u9700\u89c2\u5bdf\u5176\u8fd0\u8425\u80fd\u5426\u5728\u201c\u5f00\u653e\u5e02\u573a\u201d\u4e0e\u201c\u8d28\u91cf\u7ba1\u63a7\u201d\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">talk. <\/span>\n <\/div>\n<div class=\"comment-content\">It\u2019s a platform where you can share your time, help others, and get paid for it. It\u2019s for engineers, students, creators, founders, doctors\u2026 basically everyone.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">One of the few things AI will never fully replace is people. How many times have you been in a situation where you needed advice, feedback, or just wanted to talk to someone outside your network\u2026 and it felt impossible?<\/p>\n<p>Now imagine being able to book a 30\u2011minute 1:1 video call with anyone you want, about anything. On the other side, you can offer your time, help others simply by talking, and get paid for it (you set the price \ud83d\ude09).<\/p>\n<p>Talk wants to be a place to make conversations possible\u2026 the rest is up to you \ud83d\ude09<\/p>\n<p>PS: Already 200 users<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This would be a great marketplace to connect with amazing people. <\/p>\n<p>All the best for the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@basharath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@basharath<\/a> Which niche do you think would perform 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<pre><code>This is a cool concept. <\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sudhir_p\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sudhir_p<\/a> when interact on product hunt?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/CVUO3MD3ZLNYGM\" class=\"app-title\">VibecodedHub<\/a><\/p>\n<div class=\"one-liner\">The discovery platform for AI-built products<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">14<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>VibecodedHub\u662f\u4e00\u4e2a\u4e13\u4e3aAI\u751f\u6210\u4ea7\u54c1\u6253\u9020\u7684\u53d1\u5e03\u4e0e\u53d1\u73b0\u5e73\u53f0\uff0c\u89e3\u51b3\u4e86\u201c\u6c1b\u56f4\u7f16\u7801\u201d\u6d6a\u6f6e\u4e2d\u5feb\u901f\u8bde\u751f\u7684\u9879\u76ee\u7f3a\u4e4f\u6301\u4e45\u66dd\u5149\u6e20\u9053\u548c\u4e13\u5c5e\u793e\u533a\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\/73e69fe3-e27e-481e-b9b6-ca03fed3e8b5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/df11ce88-57d6-45a4-84cc-0cbd97ff7f17.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/12568015-d789-4b1d-a0f7-3d3228d72bbe.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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ea7\u54c1\u53d1\u73b0\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u6c1b\u56f4\u7f16\u7801<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u5c55\u793a<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u5177\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u793e\u533a<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u9879\u76ee<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u730e\u624b\u5782\u76f4\u5316<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6784\u5efa\u6545\u4e8b<\/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\u5e73\u53f0\u9700\u6c42\uff0c\u795d\u8d3a\u53d1\u5e03\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u4e3b\u9875\u6eda\u52a8\u5b58\u5728\u5361\u987f\uff08\u5f00\u53d1\u8005\u5df2\u8ddf\u8fdb\u6d4b\u8bd5\uff09\uff1b\u6838\u5fc3\u95ee\u9898\u662f\u8d28\u7591\u5e73\u53f0\u5982\u4f55\u533a\u5206\u201cAI\u6784\u5efa\u201d\u4e0e\u201cAI\u8f85\u52a9\u201d\u7684\u9a8c\u8bc1\u673a\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 VibecodedHub\u8bd5\u56fe\u6355\u6349\u4e00\u4e2a\u65b0\u5174\u4e14\u6a21\u7cca\u7684\u8d8b\u52bf\u2014\u2014\u201c\u6c1b\u56f4\u7f16\u7801\u201d\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u5728\u4e8e\u4e3aAI\u5de5\u5177\u5feb\u901f\u50ac\u751f\u7684\u3001\u5f80\u5f80\u662f\u4e00\u6b21\u6027\u66dd\u5149\u7684\u9879\u76ee\u5efa\u7acb\u4e00\u4e2a\u6c89\u6dc0\u4e0e\u7b5b\u9009\u5c42\u3002\u8fd9\u786e\u5b9e\u5207\u4e2d\u4e86\u5f53\u524dAI\u4ea7\u54c1\u4ece\u6784\u5efa\u5230\u5206\u53d1\u7684\u94fe\u6761\u4e2d\u7684\u4e00\u4e2a\u7f3a\u53e3\uff1a\u566a\u97f3\u4e4b\u4e0a\u7684\u6709\u6548\u53d1\u73b0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6839\u672c\u6027\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u54c1\u7c7b\u5b9a\u4e49\u7684\u6a21\u7cca\u6027\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u5982\u4f55\u9a8c\u8bc1AI\u6784\u5efa\u201d\u7684\u63d0\u95ee\u76f4\u51fb\u8981\u5bb3\u3002\u82e5\u6807\u51c6\u5bbd\u677e\uff0c\u5219\u5e73\u53f0\u6613\u6ca6\u4e3a\u666e\u901a\u4ea7\u54c1\u5217\u8868\uff0c\u5931\u53bb\u72ec\u7279\u6027\uff1b\u82e5\u6807\u51c6\u4e25\u82db\uff0c\u5219\u53ef\u80fd\u6781\u5927\u9650\u5236\u5185\u5bb9\u4f9b\u7ed9\u548c\u793e\u533a\u89c4\u6a21\u3002\u5e73\u53f0\u9700\u8981\u5efa\u7acb\u4e00\u5957\u53ef\u4fe1\u7684\u3001\u53ef\u64cd\u4f5c\u7684\u201cAI\u6784\u5efa\u201d\u8ba4\u8bc1\u6216\u62ab\u9732\u6807\u51c6\uff0c\u8fd9\u5c06\u662f\u5176\u6784\u5efa\u58c1\u5792\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u5176\u6a21\u5f0f\u53ef\u89c6\u4e3aProduct Hunt\u5728\u201cAI\u539f\u751f\u6784\u5efa\u201d\u9886\u57df\u7684\u5782\u76f4\u5316\u5c1d\u8bd5\u3002\u5782\u76f4\u5316\u80fd\u5e26\u6765\u7cbe\u51c6\u793e\u533a\u548c\u66f4\u9ad8\u7c98\u6027\u7684\u53ef\u80fd\uff0c\u4f46\u540c\u65f6\u4e5f\u653e\u5f03\u4e86\u5e7f\u5ea6\uff0c\u5176\u5929\u82b1\u677f\u53d6\u51b3\u4e8e\u201cAI\u6784\u5efa\u201d\u8fd9\u4e00\u7ec6\u5206\u9886\u57df\u672c\u8eab\u7684\u89c4\u6a21\u548c\u53d1\u5c55\u901f\u5ea6\u3002\u76ee\u524d\uff0c\u5b83\u66f4\u50cf\u662f\u670d\u52a1\u4e8e\u4e00\u4e2a\u7279\u5b9a\u6280\u672f\u5708\u5c42\u7684\u201c\u5c55\u793a\u6a71\u7a97\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5177\u5907\u5f3a\u5927\u7f51\u7edc\u6548\u5e94\u7684\u5e02\u573a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6700\u540e\uff0c\u5176\u81ea\u8eab\u4f5c\u4e3a\u7528Claude Code\u6784\u5efa\u7684\u9996\u4e2a\u9879\u76ee\uff0c\u662f\u4e00\u6b21\u5de7\u5999\u7684\u5143\u8425\u9500\u3002\u4f46\u8fd9\u540c\u65f6\u66b4\u9732\u4e86\u5176\u65e9\u671f\u9636\u6bb5\u7684\u672c\u8d28\uff1a\u5185\u5bb9\u751f\u6001\u51b7\u542f\u52a8\u7684\u6311\u6218\u5de8\u5927\u3002\u5e73\u53f0\u7684\u4ef7\u503c\u5c06\u5b8c\u5168\u53d6\u51b3\u4e8e\u80fd\u5426\u5438\u5f15\u5230\u9ad8\u8d28\u91cf\u3001\u6301\u7eed\u7684\u9879\u76ee\u63d0\u4ea4\uff0c\u5e76\u5f62\u6210\u79ef\u6781\u7684\u53cd\u9988\u5faa\u73af\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u91cd\u590d\u5176\u8bd5\u56fe\u89e3\u51b3\u7684\u95ee\u9898\u2014\u2014\u9879\u76ee\u53d1\u5e03\u540e\u8fc5\u901f\u6c89\u5bc2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u4e2a\u5728\u6b63\u786e\u65f6\u673a\u5207\u5165\u7ec6\u5206\u8d5b\u9053\u7684\u654f\u9510\u5c1d\u8bd5\uff0c\u4f46\u4ea7\u54c1\u613f\u666f\u7684\u843d\u5730\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5176\u8fd0\u8425\u80fd\u529b\uff0c\u5c24\u5176\u662f\u5728\u54c1\u7c7b\u5b9a\u4e49\u3001\u8d28\u91cf\u63a7\u5236\u548c\u793e\u533a\u6fc0\u6d3b\u4e0a\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u98a0\u8986\u6027\u7684\u6a21\u5f0f\u521b\u65b0\uff0c\u800c\u662f\u4e00\u4e2a\u8bd5\u56fe\u5728AI\u5f00\u53d1\u8303\u5f0f\u53d8\u9769\u4e2d\u63d0\u4f9b\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\u7684\u5229\u57fa\u73a9\u5bb6\u3002\u6210\u8d25\u5728\u4e8e\u6267\u884c\u7ec6\u8282\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">VibecodedHub<\/span>\n <\/div>\n<div class=\"comment-content\">The vibe coding movement ships real products every week. They get posted once and disappear, no discovery layer exists for this category. VibecodedHub fixes that. Submit your AI-built project, share your build story and tools, and get discovered by a community that gets how it was made. Built with Next.js, Prisma, Stripe, and Claude Code. The platform is the first project posted on its own feed.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A much-needed marketplace now. Congrats on the launch!<\/p>\n<p>Btw, the landing page looked a bit laggy when scrolled, please check. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@basharath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@basharath<\/a> Thank you i appreciate it! What part is laggy? i just tested in 3 different browser and its fine on my end :\/<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\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 Product Hunt,<\/p>\n<p>I built VibecodedHub because I kept watching good projects get lost.<\/p>\n<p>Every week people ship real things with Claude, Cursor, and other AI tools. They post once on X, maybe get a few likes, and that’s it. There is no discovery layer for this category of product \u2014 no place where vibe-coded projects live, get ranked, and find an audience.<\/p>\n<p>So I built one. VibecodedHub is a launch and discovery platform specifically for AI-built products. Think Product Hunt but focused on the vibe coding era, with build stories, tool tagging, and a community that understands how these products are made.<\/p>\n<p>The platform itself was built entirely with Claude Code across a series of focused sessions. It is the first project posted on its own feed.<\/p>\n<p>If you have built something with an AI tool, no matter how small, this is where it belongs.<\/p>\n<p>I am happy to answer any questions about the product or the build. And if you try it, I would love to hear what you think.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Discovery is the real gap right now – vibe-coded products are shipping fast but hard to find outside PH and Twitter noise. A curated layer that filters by AI-built specifically makes sense. How are you verifying what counts as AI-built vs just AI-assisted?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/2TRBALBJ3TW7EX\" class=\"app-title\">GetNextRole<\/a><\/p>\n<div class=\"one-liner\">Apply smarter, not more. Quality job search platform.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">12<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u6210AI\u7b80\u5386\u4f18\u5316\u3001\u667a\u80fd\u804c\u4f4d\u5339\u914d\u3001\u4e2a\u6027\u5316\u6c42\u804c\u4fe1\u751f\u6210\u7b49\u5168\u6d41\u7a0b\u529f\u80fd\u7684\u514d\u8d39\u6c42\u804c\u5e73\u53f0\uff0c\u65e8\u5728\u901a\u8fc7\u63d0\u5347\u7533\u8bf7\u8d28\u91cf\u800c\u975e\u6570\u91cf\uff0c\u5e2e\u52a9\u6c42\u804c\u8005\u9ad8\u6548\u65a9\u83b7\u9762\u8bd5\uff0c\u89e3\u51b3\u6d77\u6295\u8017\u65f6\u3001\u56de\u590d\u7387\u4f4e\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\/a287f9dd-0a4e-4a61-ac7b-c52dfb34c4d4.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\/8e7da9e5-8a21-4fce-a9ce-dd78f4b67114.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\/49fad87a-0b3f-4f13-984d-a8bd128693f9.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\/517046e2-45db-403c-a966-618a82fec710.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\/ed2abaf3-b555-437f-9e64-4c0304e2735c.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\/2f5be854-21f4-449e-8144-286d3dae6e02.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\/718b43ba-5129-46db-bfb0-69174cc5e6a8.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\/a32e4019-41ce-49e6-87b3-9df4a07ef007.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/P2T-tLi6epY\"><source src=\"https:\/\/youtu.be\/P2T-tLi6epY\" 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\">SaaS<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6c42\u804c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u804c\u4f4d\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u6c42\u804c\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u7533\u8bf7\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u9762\u8bd5\u8f85\u5bfc<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u6c42\u804c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5317\u7f8e\u6c42\u804c<\/span><br \/>\n <span class=\"tag\">ATS\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u7533\u8bf7<\/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\u53ef\u5176\u7b80\u5386\u4f18\u5316\u5efa\u8bae\u5177\u4f53\u3001\u4e00\u7ad9\u5f0f\u6574\u5408\u8282\u7701\u65f6\u95f4\u3001\u754c\u9762\u7b80\u6d01\u3002\u521b\u59cb\u4eba\u81ea\u8ff0\u6e90\u4e8e\u88ab\u88c1\u540e\u6c42\u804c\u56f0\u5883\uff0c\u5f3a\u8c03\u4e0e\u7ade\u54c1\u201c\u91cd\u6570\u91cf\u201d\u7684\u6838\u5fc3\u5dee\u5f02\u5728\u4e8e\u8ffd\u6c42\u9ad8\u201c\u9762\u8bd5\u8f6c\u5316\u7387\u201d\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u4e8e\u5bf9\u5b9e\u9645\u6548\u679c\uff08\u598230\u5929\u5185\u627e\u5230\u5de5\u4f5c\uff09\u7684\u8bc1\u5b9e\u53ca\u5bf9\u201c\u81ea\u52a8\u7533\u8bf7\u201d\u7b49\u5373\u5c06\u4e0a\u7ebf\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 GetNextRole\u7684\u53d9\u4e8b\u548c\u4ea7\u54c1\u903b\u8f91\u76f4\u51fb\u4e86\u73b0\u4ee3\u6c42\u804c\u5e02\u573a\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u6c42\u804c\u8005\u503e\u6ce8\u5fc3\u529b\u7684\u201c\u4e2a\u6027\u5316\u7533\u8bf7\u201d\u4e0e\u96c7\u4e3b\u7aefATS\u7cfb\u7edf\u51b0\u51b7\u7684\u201c\u5173\u952e\u8bcd\u8fc7\u6ee4\u201d\u4e4b\u95f4\u7684\u5de8\u5927\u65ad\u5c42\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u5df2\u88ab\u5377\u6210\u7ea2\u6d77\u7684\u201c\u4e00\u952e\u6d77\u6295\u201d\u8d5b\u9053\uff0c\u8f6c\u800c\u6253\u51fa\u201c\u8d28\u91cf\u4f18\u4e8e\u6570\u91cf\u201d\u548c\u201c\u9762\u8bd5\u8f6c\u5316\u7387\u201d\u8fd9\u5f20\u724c\uff0c\u8fd9\u4e0d\u4ec5\u662f\u5dee\u5f02\u5316\u7684\u8425\u9500\u8bdd\u672f\uff0c\u66f4\u662f\u5bf9\u6c42\u804c\u670d\u52a1\u672c\u8d28\u7684\u56de\u5f52\u2014\u2014\u7ed3\u679c\u5bfc\u5411\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5ba3\u79f0\u768450%\u9762\u8bd5\u8f6c\u5316\u7387\u662f\u6700\u5927\u7206\u70b9\uff0c\u4f46\u4e5f\u9700\u51b7\u9759\u770b\u5f85\u3002\u8be5\u6570\u636e\u76ee\u524d\u7f3a\u4e4f\u72ec\u7acb\u9a8c\u8bc1\uff0c\u4e14\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7528\u6237\u57fa\u7840\u8d28\u91cf\u3001\u76ee\u6807\u804c\u4f4d\u8303\u56f4\u53ca\u201c\u7533\u8bf7\u201d\u7684\u5b9a\u4e49\u53e3\u5f84\u3002\u7136\u800c\uff0c\u5176\u4ea7\u54c1\u67b6\u6784\u786e\u5b9e\u7cfb\u7edf\u6027\u5730\u56f4\u7ed5\u201c\u63d0\u5347\u8d28\u91cf\u201d\u6784\u5efa\uff1a\u4eceATS\u5173\u952e\u8bcd\u4f18\u5316\u89e3\u51b3\u7b80\u5386\u5165\u5e93\u95ee\u9898\uff0c\u5230\u57fa\u4e8e\u591a\u5e73\u53f0\u805a\u5408\u7684\u667a\u80fd\u5339\u914d\u51cf\u5c11\u65e0\u6548\u6295\u9012\uff0c\u518d\u5230\u7ed3\u5408\u516c\u53f8\u7814\u7a76\u7684AI\u6c42\u804c\u4fe1\u5b9e\u73b0\u521d\u6b65\u4e2a\u6027\u5316\u3002\u5b83\u5c06\u5206\u6563\u7684\u5de5\u5177\u94fe\u6574\u5408\uff0c\u786e\u80fd\u63d0\u5347\u6c42\u804c\u8005\u4f53\u9a8c\u548c\u6548\u7387\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u53ef\u6301\u7eed\u6027\u4e0e\u89c4\u6a21\u5316\u3002\u6df1\u5ea6\u4e2a\u6027\u5316\u4e0e\u9ad8\u8f6c\u5316\u7387\u5728\u65e9\u671f\u7528\u6237\u548c\u6709\u9650\u7533\u8bf7\u91cf\u4e0b\u53ef\u80fd\u5b9e\u73b0\uff0c\u4f46\u968f\u7740\u7528\u6237\u91cf\u6fc0\u589e\uff0cAI\u751f\u6210\u7684\u201c\u4e2a\u6027\u5316\u201d\u5185\u5bb9\u662f\u5426\u5c06\u6d41\u4e8e\u65b0\u7684\u6a21\u677f\u5316\uff1f\u5176\u7b97\u6cd5\u5bf9\u201c\u8d28\u91cf\u5339\u914d\u201d\u7684\u754c\u5b9a\u80fd\u5426\u9002\u5e94\u5343\u53d8\u4e07\u5316\u7684\u804c\u4f4d\u63cf\u8ff0\uff1f\u6b64\u5916\uff0c\u201c\u514d\u8d39\u201d\u6a21\u5f0f\u5982\u4f55\u652f\u6491\u957f\u671f\u7814\u53d1\u4e0e\u6570\u636e\u5408\u89c4\u6210\u672c\uff08\u5982PIPEDA\uff09\u4ea6\u662f\u9690\u5fe7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cGetNextRole\u5c55\u73b0\u4e86\u4e00\u4e2a\u66f4\u5065\u5eb7\u7684\u6c42\u804c\u8f85\u52a9\u601d\u8def\uff1a\u5b83\u4e0d\u662f\u9f13\u52b1\u5185\u5377\u548c\u7126\u8651\u7684\u201c\u7533\u8bf7\u6c38\u52a8\u673a\u201d\uff0c\u800c\u662f\u8bd5\u56fe\u7528\u6280\u672f\u8d4b\u80fd\uff0c\u8ba9\u6c42\u804c\u8005\u7684\u6bcf\u4e00\u6b21\u51fa\u51fb\u90fd\u66f4\u5177\u4ef7\u503c\u548c\u5c0a\u4e25\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u6269\u5f20\u4e2d\u575a\u5b88\u201c\u8d28\u6548\u201d\u627f\u8bfa\uff0c\u5e76\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u66f4\u6df1\u5ea6\u7684\u6d1e\u5bdf\uff0c\u800c\u975e\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u6d41\u91cf\u5165\u53e3\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\">GetNextRole<\/span>\n <\/div>\n<div class=\"comment-content\">GetNextRole uses AI to optimize your resume, generate cover letters, match you to jobs across 20+ boards, track applications, and prepare you for interviews. Everything job seekers need in one free platform. Auto-apply coming soon.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Resume score + real suggestions? This is huge. Most tools just give you generic feedback but this one hits specifics.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@officiallearnsimplified\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@officiallearnsimplified<\/a> Thanks! Specific, actionable feedback is exactly what job seekers need. Glad it helped!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@officiallearnsimplified\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@officiallearnsimplified<\/a> Thank you for your feedback <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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<\/p>\n<p>I’m Shakir, founder of GetNextRole.<\/p>\n<p>THE BACKSTORY:<br \/>\nI got laid off for 6 months ago. Started job hunting. Applied to 200+ companies.<\/p>\n<p>Each application took 30-45 minutes. Customize resume, write cover letter, fill out the same info on 10 different portals.<\/p>\n<p>After 5 months, I got an offer. But here’s what I learned:<\/p>\n<p>75% of my applications got auto-rejected by ATS software I didn’t even know existed.<\/p>\n<p>Not because I was unqualified. Because my resume didn’t have the “right” keywords.<\/p>\n<p>I kept thinking: There has to be a better way.<\/p>\n<p>THE REALIZATION:<br \/>\nThen I looked at competitors. They all brag: “Apply to 500 jobs a month!”<\/p>\n<p>I did the math: 500 \u00d7 2% response rate = 10 responses.<\/p>\n<p>Still terrible.<\/p>\n<p>That’s when it hit me: The problem isn’t volume. It’s quality.<\/p>\n<p>WHAT MAKES GETNEXTROLE DIFFERENT:<\/p>\n<p>Most tools compete on how many applications they can send.<\/p>\n<p>We compete on interview conversion rate.<\/p>\n<p>\u2705 Personalization at Scale<br \/>\nEvery application is unique. AI researches the company before writing the cover letter. No templates.<\/p>\n<p>While competitors send the same resume to 500 companies, we send 500 unique applications to 30 companies.<\/p>\n<p>\u2705 Complete Journey<br \/>\nOne platform for everything:<br \/>\n\u2192 Resume optimizer (pass ATS filters)<br \/>\n\u2192 Smart job matching (quality over quantity)<br \/>\n\u2192 AI cover letter (30 sec, company-researched coming soon)<br \/>\n\u2192 Professional follow-up (post-interview emails)<br \/>\n\u2192 Application tracker (Kanban-style & Timeline-style)<br \/>\n\u2192 Interview coach (practice with AI feedback)<br \/>\n\u2192 Career coach (salary negotiation, offer evaluation)<\/p>\n<p>Most tools do ONE thing. You pay for 5 subscriptions.<\/p>\n<p>GetNextRole does it all.<\/p>\n<p>\u2705 Canadian-Built Trust<\/p>\n<p>GetNextRole:<br \/>\n\u2192 PIPEDA compliant (data protection)<br \/>\n\u2192 Canadian & US job boards integrated<br \/>\n\u2192 Quality filtering (no scam listings)<br \/>\n\u2192 Built for CA + US markets<\/p>\n<p>\u2705 Measurable Results<br \/>\nCompetitors hide their conversion rates (2-3%, embarrassing).<\/p>\n<p>We lead with ours: 50% average interview conversion.<\/p>\n<p>Success metric: Interview bookings, not application volume.<\/p>\n<p>THE COMPARISON:<br \/>\nCompetitor: 500 applications \u2192 10 responses (2% rate)<br \/>\nGetNextRole: 30 applications \u2192 15 interviews (50% rate)<\/p>\n<p>Which would you rather use?<\/p>\n<p>CURRENT STATE:<br \/>\nEverything above is LIVE and FREE right now.<\/p>\n<p>\u2192 Auto-apply with AI personalization coming soon (Chrome extension pending Google approval).<br \/>\n\u2192 AI cover letter (company-researched coming soon)<\/p>\n<p>WHAT I NEED FROM YOU:<br \/>\n\u2192 Try it: getnextrole.com<br \/>\n\u2192 Give me honest feedback (even harsh stuff helps)<br \/>\n\u2192 Upvote if you think this is useful<\/p>\n<p>I’ll be here ALL DAY answering every question and comment.<\/p>\n<p>While competitors count applications, we count interviews.<\/p>\n<p>Apply smarter, not more \ud83c\udfaf<\/p>\n<p>Thanks for checking it out! \ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><strong>Real story:<\/strong><\/p>\n<\/p>\n<p>My first beta tester (and also my toughest critic \ud83d\ude04) tried GetNextRole and the first thing she said was:<\/p>\n<p><strong>\u201cThis is actually good.\u201d<\/strong><\/p>\n<\/p>\n<p>A few weeks later\u2026 she landed a new role in <strong>Governance, Risk & Compliance<\/strong> \u2014 all within 30 days using GetNextRole.<\/p>\n<\/p>\n<p>Coming from her, that meant everything. She doesn\u2019t hype things.<\/p>\n<\/p>\n<p>That\u2019s when I knew we had built something real.<\/p>\n<\/p>\n<p>Would truly appreciate your support today \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really excited to see GetNextRole launching! \ud83c\udf89<\/p>\n<\/p>\n<p>As someone close to the project, I\u2019ve seen how much thought has gone into making the job search less overwhelming and more effective. <\/p>\n<\/p>\n<p>The combination of AI-powered resume optimization, tailored cover letters, and smart job matching across multiple boards genuinely saves time and removes a lot of guesswork.<\/p>\n<\/p>\n<p>What stands out most is how everything is brought into one place\u2014from tracking applications to preparing for interviews. It\u2019s built for real job seekers who want results, not just tools.<\/p>\n<\/p>\n<p>If you’re currently job hunting or even casually exploring opportunities, this is definitely worth checking out \ud83d\udc40<\/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\/@adewunmi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adewunmi<\/a> Thank you so much, Adewunmi! \ud83d\ude4f\ud83d\udd25<\/p>\n<p>You\u2019ve seen the journey from the inside, so this means a lot.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 is a great idea and Congratulations on your launch. This, there are many competitors out there, what different your application from them ? <\/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\/@dgame\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dgame<\/a> Thank you for your comment and a good comparison! Here’s the key difference:<\/p>\n<p>Competitor focuses on volume – how many applications can they send. Result: 2-3% response rate VS. GetNextRole, we focus on conversion, how many interviews can we get you. Result: 50% response rate.<\/p>\n<p>We apply to fewer jobs, but each one is:<br \/>\u2022 Personalized (AI researches company)<br \/>\u2022 Optimized for that role<br \/>\u2022 Quality filtered (only where you fit)<\/p>\n<p>Would love your feedback if you try both! Thanks<\/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>I have used GetNextRole to apply to 12 companies. My first observation was that my resume had optimized versions ready in minutes. The job matching pulled roles from 20+ boards, which saved me from tab-hopping across LinkedIn, Indeed, and Employer sites. The application tracker also kept everything in one place so I stopped losing track of where I stood. So far, this has been making my life easier. Thank you GNR 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><a href=\"https:\/\/www.producthunt.com\/@dimeji_ph\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dimeji_ph<\/a> Thank you so much for sharing your experience \ud83d\ude4f Hearing that GetNextRole helped you streamline applications and stay organized means a lot to us.<\/p>\n<\/p>\n<p>Our goal is exactly that – reduce the stress, save time, and make job searching easier.<\/p>\n<p>We\u2019re just getting started, and feedback like yours keeps us building.<\/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\/@dimeji_ph\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dimeji_ph<\/a> I had fun working in this project and looking forward to getting more features roll out<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I came across GetNextRole this week and decided to give it a try. What stood out to me right away was how simple everything felt. I didn\u2019t have to jump around different platforms or dig through tabs just to find roles that fit what I\u2019m looking for. The app brings everything together in a very clean, straightforward way.<\/p>\n<\/p>\n<p>I\u2019m still exploring all the features, but so far it\u2019s been super helpful and way less stressful than my usual job search routine. Really looking forward to seeing how the platform evolves \u2014 great job to the GNR 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@arimran\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arimran<\/a> Thank you so much for trying GetNextRole! \ud83d\ude4f<\/p>\n<\/p>\n<p>Glad to hear the simple and stress-free flow is helping \u2014 that\u2019s exactly what we\u2019re building for.<\/p>\n<\/p>\n<p>Appreciate your support and excited to keep improving! \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<\/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\/6A3ENKW6FVRJ5T\" class=\"app-title\">Ideahunt<\/a><\/p>\n<div class=\"one-liner\">Validate ideas before you build<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">11<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Ideahunt\u4e3a\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u521d\u521b\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b9e\u65f6\u5e02\u573a\uff0c\u8ba9\u4ed6\u4eec\u5728\u6295\u5165\u5927\u91cf\u65f6\u95f4\u5f00\u53d1\u524d\uff0c\u901a\u8fc7\u6536\u96c6\u771f\u5b9e\u7684\u70b9\u8d5e\u3001\u627f\u8bfa\u5174\u8da3\u548c\u6709\u4e0a\u9650\u7684\u5c0f\u989d\u652f\u6301\u6765\u9a8c\u8bc1\u4ea7\u54c1\u6982\u5ff5\u7684\u53ef\u884c\u6027\uff0c\u89e3\u51b3\u201c\u95ed\u95e8\u9020\u8f66\u3001\u5e02\u573a\u4e0d\u4e70\u8d26\u201d\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\/09af745f-c8a0-4760-9d32-f7632cca3b1e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/821ca1b9-b0e1-4f8a-b7ed-f2439c94ba15.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/34cfe3bc-41c1-4751-83d9-18edd7075c0a.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\">Crowdfunding<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Business<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u610f\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u4f17\u7b79<\/span><br \/>\n <span class=\"tag\">\u65e9\u671f\u5e02\u573a\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u6700\u5c0f\u5316\u53ef\u884c\u4ea7\u54c1(MVP)<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u627f\u8bfa<\/span><br \/>\n <span class=\"tag\">\u5fae\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u4fe1\u53f7<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6982\u5ff5\u5b75\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>\u53d1\u5e03\u8005\u4ecb\u7ecd\u4e86\u4ea7\u54c1\u6838\u5fc3\u903b\u8f91\u5e76\u9080\u8bf7\u7528\u6237\u53c2\u4e0e\u3002\u552f\u4e00\u6709\u6548\u8bc4\u8bba\u6765\u81ea\u7528\u6237@ashutosh_tiwari4\uff0c\u5176\u6307\u51fa\u4ea7\u54c1\u5b58\u5728\u591a\u5904\u660e\u663eBug\uff08\u5982\u6309\u94ae\u65e0\u6cd5\u70b9\u51fb\u3001\u65e0\u6cd5\u67e5\u770b\u60f3\u6cd5\u8be6\u60c5\u9875\uff09\uff0c\u5e76\u8b66\u544a\u4e0d\u5e94\u8ba9\u4ea7\u54c1\u5728\u6b64\u72b6\u6001\u6301\u7eed\u8fc7\u4e45\u3002\u8bc4\u8bba\u65e0\u70b9\u8d5e\uff0c\u8ba8\u8bba\u70ed\u5ea6\u4f4e\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 Ideahunt\u7784\u51c6\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u75db\u82e6\u7684\u75db\u70b9\u2014\u2014\u5982\u4f55\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u7387\u5730\u8fdb\u884c\u201c\u521b\u610f\u9a8c\u8bc1\u201d\uff0c\u4f46\u5176\u5f53\u524d\u7684\u53d1\u5e03\u72b6\u6001\u6070\u6070\u6210\u4e3a\u4e86\u5176\u7406\u5ff5\u7684\u53cd\u9762\u6559\u6750\u3002\u4ea7\u54c1\u8bd5\u56fe\u5c06\u6a21\u7cca\u7684\u201c\u9a8c\u8bc1\u201d\u8f6c\u5316\u4e3a\u7531\u70b9\u8d5e\u3001\u627f\u8bfa\u548c\u5fae\u652f\u6301\u6784\u6210\u7684\u5b9e\u65f6\u5e02\u573a\u4fe1\u53f7\uff0c\u8fd9\u4e2a\u65b9\u5411\u5177\u6709\u6d1e\u5bdf\u529b\u3002\u5b83\u672c\u8d28\u4e0a\u5728\u8d29\u5356\u201c\u786e\u5b9a\u6027\u201d\uff0c\u8bd5\u56fe\u964d\u4f4e\u72ec\u7acb\u5f00\u53d1\u8005\u6700\u5927\u7684\u98ce\u9669\uff1a\u65f6\u95f4\u673a\u4f1a\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176Product Hunt\u9996\u79c0\u66b4\u9732\u4e86\u81f4\u547d\u77db\u76fe\uff1a\u4e00\u4e2a\u65e8\u5728\u5e2e\u52a9\u4ed6\u4eba\u907f\u514d\u63a8\u51fa\u6f0f\u6d1e\u4ea7\u54c1\u7684\u5e73\u53f0\uff0c\u81ea\u8eab\u5374\u4ee5\u5145\u6ee1\u660e\u663eBug\u7684\u72b6\u6001\u4e0a\u7ebf\u3002\u7528\u6237\u8bc4\u8bba\u4e00\u9488\u89c1\u8840\u5730\u6307\u51fa\u4e86\u8fd9\u79cd\u4e0d\u6210\u719f\u6027\u3002\u8fd9\u4e0d\u4ec5\u635f\u5bb3\u4e86\u521d\u59cb\u4fe1\u4efb\uff0c\u66f4\u5f15\u53d1\u4e86\u5bf9\u5e73\u53f0\u80fd\u5426\u6709\u6548\u7b5b\u9009\u9ad8\u8d28\u91cf\u521b\u610f\u7684\u8d28\u7591\u2014\u2014\u5982\u679c\u5e73\u53f0\u81ea\u8eab\u90fd\u65e0\u6cd5\u8df5\u884c\u201c\u5148\u9a8c\u8bc1\uff0c\u518d\u6784\u5efa\u201d\u7684\u539f\u5219\uff0c\u5176\u8bf4\u670d\u529b\u5c06\u5927\u6253\u6298\u6263\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u770b\uff0cIdeahunt\u7684\u6838\u5fc3\u6311\u6218\u5728\u4e8e\u6784\u5efa\u201c\u53cc\u5411\u51b7\u542f\u52a8\u201d\u751f\u6001\uff1a\u65e2\u8981\u5438\u5f15\u8db3\u591f\u591a\u4e14\u6709\u6df1\u5ea6\u7684\u65e9\u671f\u91c7\u7528\u8005\uff08\u63d0\u4f9b\u9ad8\u8d28\u91cf\u53cd\u9988\u548c\u627f\u8bfa\uff09\uff0c\u53c8\u8981\u5438\u5f15\u8db3\u591f\u591a\u5766\u8bda\u4e14\u4f18\u8d28\u7684\u539f\u59cb\u521b\u610f\u3002\u76ee\u524d11\u7968\u7684\u4f4e\u70ed\u5ea6\u53cd\u6620\u4e86\u751f\u6001\u7684\u51b7\u6e05\u3002\u5176\u201c\u6709\u4e0a\u9650\u7684\u5fae\u652f\u6301\u201d\u529f\u80fd\u9887\u5177\u5de7\u601d\uff0c\u8bd5\u56fe\u5c06\u60c5\u611f\u652f\u6301\u8d27\u5e01\u5316\uff0c\u5e76\u53ef\u80fd\u8fc7\u6ee4\u65e0\u6548\u6295\u7968\uff0c\u4f46\u8fd9\u5728\u751f\u6001\u7e41\u8363\u524d\u610f\u4e49\u6709\u9650\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5f62\u6210\u9ad8\u4fe1\u566a\u6bd4\u7684\u793e\u533a\u6587\u5316\u3002\u5982\u679c\u6700\u7ec8\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u201c\u70b9\u5b50\u70b9\u8d5e\u5382\u201d\uff0c\u800c\u975e\u80fd\u4ea7\u751f\u4e25\u8083\u627f\u8bfa\u548c\u7280\u5229\u53cd\u9988\u7684\u201c\u538b\u529b\u6d4b\u8bd5\u573a\u201d\uff0c\u5b83\u5c06\u65e0\u6cd5\u4ece\u4f17\u591a\u7684\u4f17\u7b79\u548c\u5c55\u793a\u5e73\u53f0\u4e2d\u8131\u9896\u800c\u51fa\u3002\u5efa\u8bae\u56e2\u961f\u7acb\u5373\u5168\u529b\u4fee\u590d\u4ea7\u54c1\uff0c\u5e76\u4ee5\u6700\u900f\u660e\u7684\u65b9\u5f0f\u5c55\u793a\u8fd9\u4e00\u201c\u9a8c\u8bc1-\u8fed\u4ee3\u201d\u8fc7\u7a0b\uff0c\u8fd9\u6216\u8bb8\u80fd\u5c06\u5176\u5f53\u524d\u7684\u5c34\u5c2c\u8f6c\u5316\u4e3a\u4e00\u6b21\u751f\u52a8\u7684\u7406\u5ff5\u5b9e\u8df5\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\">Ideahunt<\/span>\n <\/div>\n<div class=\"comment-content\">Discover early-stage concepts, commit as a future customer, and back ideas with capped micro-support. Ideahunt turns vague \u201cidea validation\u201d into a real-time marketplace of upvotes, and committed interest. It is designed for solo founders and indie hackers to post raw problems, audiences, and pitches, and to watch live signal\u2014upvotes, commitments, comments, and optional capped backing\u2014aggregate across ideas before they invest weeks into a build.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Launching Ideahunt on Product Hunt today \u2013 thanks for checking us out. <\/p>\n<p>Ideahunt is a marketplace where solo founders and indie hackers post raw concepts – problem, audience, pitch and get upvotes, committed interest, and optional capped backing before they invest weeks into the wrong build. <\/p>\n<p>If you\u2019re a builder, try posting one \u201cmessy but honest\u201d idea;<br \/>\nif you\u2019re an early adopter, <\/p>\n<p>browse the ideas and leave one piece of specific feedback or a small commitment to any concept you\u2019d actually want to see in the world.<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ashutosh_tiwari4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ashutosh_tiwari4<\/a> Good job on launch, however, I see lots of bugs (cannot press certain buttons or access the product idea detailed view, and others). Please be careful with leaving the product in this state for too long!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/AH4YAHTK46BESL\" class=\"app-title\">PackGoat<\/a><\/p>\n<div class=\"one-liner\">Pack in minutes. Forget nothing.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">9<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u53ef\u590d\u7528\u6a21\u677f\u3001\u667a\u80fd\u6570\u91cf\u8c03\u6574\u548c\u5b9e\u65f6\u91cd\u91cf\u8ffd\u8e2a\uff0c\u5e2e\u52a9\u201c\u62d6\u5ef6\u75c7\u201d\u6253\u5305\u8005\u5728\u65c5\u884c\u524d\u5feb\u901f\u3001\u65e0\u9057\u6f0f\u5730\u6574\u7406\u884c\u674e\u7684\u79fb\u52a8\u5e94\u7528\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\/fecbd281-8478-446f-af78-c08959536b41.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\/3b26d7d4-be72-4dbb-b150-b81c21c641a6.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\/ca59d2da-2834-42b4-8a63-fb83f389569a.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\/1ee29d7c-3cca-4b37-b2a1-1a190af66594.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\/bf789b2b-a007-4bf8-b24f-d1ebd8bb081c.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\">iOS<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Travel<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65c5\u884c\u6253\u5305<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6e05\u5355\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f\u590d\u7528<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6570\u91cf<\/span><br \/>\n <span class=\"tag\">\u884c\u674e\u79f0\u91cd<\/span><br \/>\n <span class=\"tag\">\u9632\u9057\u5fd8<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u51fa\u884c\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">iOS\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>\u6709\u6548\u8bc4\u8bba\u4ec5\u5f00\u53d1\u8005\u81ea\u8ff0\u3002\u5176\u9610\u8ff0\u4e86\u5f00\u53d1\u521d\u8877\uff08\u81ea\u8eab\u6253\u5305\u75db\u70b9\uff09\u3001\u6838\u5fc3\u529f\u80fd\u7406\u5ff5\uff08\u6253\u5305\u4e00\u6b21\uff0c\u6c38\u4e45\u590d\u7528\uff09\u53ca\u65e9\u671f\u6570\u636e\uff08\u9996\u5468\u4e0b\u8f7d57\u6b21\uff0c\u8f6c\u5316\u73877.53%\uff09\uff0c\u65e8\u5728\u6536\u96c6\u53cd\u9988\uff0c\u672a\u63d0\u4f9b\u5176\u4ed6\u7528\u6237\u95ee\u9898\u6216\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n PackGoat\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u666e\u904d\u5b58\u5728\u7684\u75db\u70b9\u2014\u2014\u975e\u9891\u7e41\u65c5\u884c\u8005\u7684\u6253\u5305\u7126\u8651\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u201c\u6e05\u5355\u201d\u8fd9\u4e00\u53e4\u8001\u5f62\u5f0f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u901a\u8fc7\u6570\u5b57\u5316\u624b\u6bb5\uff0c\u5c06\u4e00\u6b21\u6027\u7684\u3001\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u6253\u5305\u4efb\u52a1\uff0c\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u7684\u3001\u53ef\u91cd\u590d\u4f7f\u7528\u7684\u4e2a\u4eba\u51fa\u884c\u6570\u636e\u8d44\u4ea7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u201c\u6a21\u677f\u590d\u7528\u201d\u548c\u201c\u667a\u80fd\u6570\u91cf\u201d\u662f\u4ea7\u54c1\u7684\u53cc\u5f15\u64ce\u3002\u524d\u8005\u5bf9\u6297\u7684\u662f\u201c\u4ece\u96f6\u5f00\u59cb\u201d\u7684\u542f\u52a8\u963b\u529b\u4e0e\u8bb0\u5fc6\u758f\u6f0f\uff0c\u672c\u8d28\u662f\u7528\u6237\u884c\u4e3a\u7684\u6c89\u6dc0\uff1b\u540e\u8005\u5219\u8bd5\u56fe\u7528\u7b80\u5355\u89c4\u5219\uff08\u5982\u201cX\u4ef6\/\u5929\u201d\uff09\u89e3\u51b3\u8fc7\u5ea6\u6253\u5305\u6216\u51c6\u5907\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u5c06\u884c\u7a0b\u65f6\u957f\u8fd9\u4e00\u53d8\u91cf\u4e0e\u7269\u54c1\u6570\u91cf\u52a8\u6001\u5173\u8054\uff0c\u5f15\u5165\u4e86\u521d\u6b65\u7684\u667a\u80fd\u5316\u3002\u800c\u201c\u5b9e\u65f6\u91cd\u91cf\u8ffd\u8e2a\u201d\u529f\u80fd\uff0c\u5219\u662f\u5c06\u6253\u5305\u4ece\u201c\u7269\u54c1\u7f57\u5217\u201d\u63d0\u5347\u81f3\u201c\u91cd\u91cf\u7ba1\u7406\u201d\u7684\u52a1\u5b9e\u4e00\u6b65\uff0c\u76f4\u51fb\u673a\u573a\u6258\u8fd0\u7684\u7ecf\u6d4e\u4e0e\u4f53\u9a8c\u75db\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u6df1\u5c42\u6311\u6218\u3002\u5176\u4e00\uff0c\u573a\u666f\u58c1\u5792\uff1a\u7528\u6237\u65c5\u884c\u9891\u7387\u3001\u76ee\u7684\u5730\u5dee\u5f02\uff08\u5546\u52a1\/\u6d77\u5c9b\/\u6ed1\u96ea\uff09\u6781\u5927\uff0c\u6a21\u677f\u7684\u666e\u9002\u6027\u4e0e\u4e2a\u6027\u5316\u4e4b\u95f4\u5b58\u5728\u77db\u76fe\u3002\u5176\u4e8c\uff0c\u6570\u636e\u5f55\u5165\u6210\u672c\uff1a\u6784\u5efa\u521d\u59cb\u6a21\u677f\u4ecd\u9700\u7528\u6237\u6295\u5165\u7cbe\u529b\uff0c\u8fd9\u6070\u6070\u662f\u76ee\u6807\u7528\u6237\uff08\u8ba8\u538c\u6253\u5305\u8005\uff09\u53ef\u80fd\u7f3a\u4e4f\u7684\u52a8\u529b\u3002\u5176\u4e09\uff0c\u7ade\u4e89\u7ef4\u5ea6\u5355\u4e00\uff1a\u4f5c\u4e3a\u5de5\u5177\uff0c\u5176\u529f\u80fd\u5bb9\u6613\u88ab\u6210\u719f\u7b14\u8bb0\u6216\u6e05\u5355\u5e94\u7528\u901a\u8fc7\u6587\u4ef6\u5939\u590d\u5236\u7b49\u529f\u80fd\u90e8\u5206\u66ff\u4ee3\uff0c\u91cd\u91cf\u8ffd\u8e2a\u4e5f\u4e25\u91cd\u4f9d\u8d56\u7528\u6237\u81ea\u5907\u84dd\u7259\u79e4\u7b49\u5916\u8bbe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\uff0c\u51767.53%\u7684\u4e0b\u8f7d\u8f6c\u5316\u7387\u662f\u4eae\u70b9\uff0c\u8bf4\u660e\u6982\u5ff5\u80fd\u6709\u6548\u6253\u52a8\u521d\u671f\u7528\u6237\u3002\u4f46\u957f\u8fdc\u770b\uff0c\u5b83\u5fc5\u987b\u8d85\u8d8a\u201c\u66f4\u806a\u660e\u7684\u6e05\u5355\u201d\uff0c\u5411\u201c\u4e2a\u6027\u5316\u51fa\u884c\u88c5\u5907\u4e2d\u67a2\u201d\u6f14\u8fdb\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5bf9\u63a5\u5929\u6c14API\u63a8\u8350\u7269\u54c1\uff0c\u6574\u5408\u822a\u73ed\u884c\u674e\u989d\u5ea6\u4fe1\u606f\uff0c\u6216\u5f62\u6210\u7528\u6237\u79c1\u4eba\u7684\u201c\u7269\u54c1-\u884c\u7a0b\u201d\u6570\u636e\u5e93\uff0c\u624d\u80fd\u6784\u5efa\u66f4\u6df1\u7684\u62a4\u57ce\u6cb3\u3002\u76ee\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u6784\u601d\u7cbe\u5de7\u7684\u201c\u6b62\u75db\u836f\u201d\uff0c\u4f46\u80fd\u5426\u6210\u957f\u4e3a\u65c5\u884c\u524d\u7684\u201c\u5fc5\u5907\u7ef4\u4ed6\u547d\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u6570\u636e\u6c89\u6dc0\u4e0e\u573a\u666f\u6269\u5c55\u7684\u6df1\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\">PackGoat<\/span>\n <\/div>\n<div class=\"comment-content\">PackGoat is a packing list app for people who hate packing. Create reusable templates so you never start your packing list from scratch. Build a “Toiletries” list once, reuse it every trip. Smart quantities adjust to your trip length. Set “2 per day” for socks, change your trip from a weekend to a week, and the quantities update automatically. Know exactly how heavy your bag is before you leave with real-time weight tracking. No more overweight baggage fees or surprises at the airport scale.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I’m Fredrik, a solo iOS developer from Norway.<\/p>\n<p>I built PackGoat because I always pack last-minute, forget things, and overpack. Every trip I’d start my packing list from scratch, even though I’m packing the same toiletries and chargers every time.<\/p>\n<p>The core idea is simple: pack once, reuse forever. Templates let you save your go-to lists and add them to any trip. Smart quantities adjust to how long you’re going. And weight tracking shows your total luggage weight before you leave. <\/p>\n<p>57 downloads in the first week. 7.53% conversion rate. Still early, but the feedback has been great so far.<\/p>\n<p>Would love to hear what you think. Happy to answer any questions about the app or building it solo.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/IH2UWXWKEW7H2S\" class=\"app-title\">Compeddit \u2014 Reddit Competitor Monitor<\/a><\/p>\n<div class=\"one-liner\">Earn a customer everytime your competitor gets mentioned<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">8<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI 24\/7\u76d1\u63a7Reddit\u4e0a\u7ade\u4e89\u5bf9\u624b\u63d0\u53ca\u60c5\u51b5\uff0c\u5e76\u5728\u7528\u6237\u8868\u8fbe\u4e0d\u6ee1\u3001\u6bd4\u8f83\u6216\u5bfb\u6c42\u66ff\u4ee3\u65b9\u6848\u65f6\u53d1\u9001\u5373\u65f6Telegram\u8b66\u62a5\u7684\u5de5\u5177\uff0c\u5e2e\u52a9\u4ea7\u54c1\u7ecf\u7406\u3001\u8425\u9500\u4eba\u5458\u548c\u72ec\u7acb\u5f00\u53d1\u8005\u4e3b\u52a8\u62e6\u622a\u9500\u552e\u7ebf\u7d22\uff0c\u4ece\u7ade\u4e89\u5bf9\u624b\u5904\u593a\u53d6\u5ba2\u6237\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\/1b5b6493-07a7-46ba-aa6e-bdcece81d4d2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f0656c65-6687-4190-8249-515054dd22c3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/95f73e8d-c8a4-4566-9a0a-06485f56bfa1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3b2df783-2975-4c62-9c25-00a92215bb6f.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\">Marketing<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7ade\u54c1\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u60c5\u62a5<\/span><br \/>\n <span class=\"tag\">Reddit\u76d1\u542c<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u9884\u8b66<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u83b7\u53d6<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SAAS<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5546\u4e1a\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u8206\u60c5\u76d1\u6d4b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53efReddit\u4f5c\u4e3a\u7528\u6237\u60c5\u7eea\u548c\u9500\u552e\u7ebf\u7d22\u91d1\u77ff\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u8be5\u5de5\u5177\u662f\u201c\u4f5c\u5f0a\u7801\u201d\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u529f\u80fd\u7ec6\u8282\uff1a\u662f\u5426\u652f\u6301\u540c\u65f6\u76d1\u63a7\u591a\u4e2a\u7ade\u54c1\uff0c\u4ee5\u53ca\u5de5\u5177\u662f\u5426\u63d0\u4f9b\u56de\u5e94\u5efa\u8bae\u800c\u4e0d\u4ec5\u4ec5\u662f\u901a\u77e5\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 Compeddit\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u950b\u5229\u4f46\u72ed\u7a84\u7684\u8d5b\u9053\uff1a\u5c06Reddit\u8fd9\u4e00\u5e9e\u5927\u7684\u3001\u5145\u6ee1\u81ea\u53d1\u610f\u56fe\u8868\u8fbe\u7684\u8bba\u575b\uff0c\u8f6c\u5316\u4e3a\u5b9e\u65f6\u7684\u7ade\u54c1\u5ba2\u6237\u6d41\u5931\u9884\u8b66\u7cfb\u7edf\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u9500\u552e\u65f6\u673a\u201d\u7684\u6781\u7aef\u4f18\u5316\u2014\u2014\u5c06\u4f20\u7edf\u7684\u5e7f\u6492\u7f51\u5f0f\u793e\u4ea4\u5a92\u4f53\u76d1\u542c\uff0c\u805a\u7126\u4e8e\u201c\u5bfb\u627e\u66ff\u4ee3\u54c1\u201d\u3001\u201c\u5bf9X\u4e0d\u6ee1\u201d\u7b49\u9ad8\u8f6c\u5316\u610f\u56fe\u4fe1\u53f7\u3002\u4ea7\u54c1\u903b\u8f91\u76f4\u767d\u4e14\u529f\u5229\uff1a\u5728\u5ba2\u6237\u4e0e\u73b0\u6709\u4f9b\u5e94\u5546\u5173\u7cfb\u6700\u8106\u5f31\u7684\u65f6\u523b\uff0c\u63d0\u4f9b\u6700\u5feb\u7684\u201c\u6316\u5899\u811a\u201d\u670d\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5e02\u573a\u5bb9\u91cf\u53d7\u9650\uff0c\u4e25\u91cd\u4f9d\u8d56Reddit\u5355\u4e00\u5e73\u53f0\uff0c\u4e14\u76ee\u6807\u7528\u6237\uff08\u6709\u660e\u786e\u7ade\u54c1\u3001\u5ba2\u5355\u4ef7\u8db3\u4ee5\u652f\u6491\u6b64\u7c7b\u5de5\u5177\u8d39\u7528\u7684B2B\u6216\u9ad8\u7aefB2C\u56e2\u961f\uff09\u89c4\u6a21\u6709\u9650\u3002\u5176\u6b21\uff0c\u4ef7\u503c\u53ef\u6301\u7eed\u6027\u5b58\u7591\u3002\u4e00\u65e6\u591a\u4e2a\u7ade\u54c1\u90fd\u4f7f\u7528\u7c7b\u4f3c\u5de5\u5177\uff0cReddit\u4e0a\u7684\u201c\u84dd\u6d77\u201d\u5c06\u8fc5\u901f\u53d8\u4e3a\u201c\u7ea2\u6d77\u201d\uff0c\u6f14\u53d8\u4e3a\u4e00\u573a\u8b66\u62a5\u901f\u5ea6\u7684\u519b\u5907\u7ade\u8d5b\uff0c\u6700\u7ec8\u53ef\u80fd\u635f\u5bb3\u5e73\u53f0\u7528\u6237\u4f53\u9a8c\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u7684\u63d0\u95ee\u53ef\u4ee5\u770b\u51fa\uff0c\u7528\u6237\u9700\u6c42\u5df2\u4ece\u201c\u53d1\u73b0\u201d\u5411\u201c\u884c\u52a8\u201d\u5ef6\u4f38\uff0c\u4ec5\u63d0\u4f9b\u8b66\u62a5\u53ef\u80fd\u5f88\u5feb\u4e0d\u591f\uff0c\u5982\u4f55\u96c6\u6210\u81ea\u52a8\u5316\u4e92\u52a8\u6216\u9500\u552e\u8bdd\u672f\u5efa\u8bae\uff0c\u5c06\u662f\u5176\u4e0b\u4e00\u6b65\u5fc5\u987b\u9762\u5bf9\u7684\u6311\u6218\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cCompeddit\u662f\u4e00\u4e2a\u6781\u81f4\u7684\u201c\u673a\u4f1a\u4e3b\u4e49\u201d\u5de5\u5177\u3002\u5b83\u5728\u5f53\u524d\u5e02\u573a\u4fe1\u606f\u4e0d\u5bf9\u79f0\u7684\u7f1d\u9699\u4e2d\u63d0\u4f9b\u4e86\u53ef\u89c2\u7684\u77ed\u671f\u6218\u672f\u4f18\u52bf\uff0c\u5c24\u5176\u9002\u5408\u654f\u6377\u7684\u521d\u521b\u516c\u53f8\u548c\u72ec\u7acb\u9ed1\u5ba2\u3002\u4f46\u957f\u671f\u6765\u770b\uff0c\u5b83\u66f4\u50cf\u662f\u4e00\u4e2a\u529f\u80fd\u6a21\u5757\uff0c\u800c\u975e\u4e00\u4e2a\u72ec\u7acb\u7684\u751f\u6001\u4ea7\u54c1\u3002\u5176\u771f\u6b63\u51fa\u8def\u6216\u8bb8\u5728\u4e8e\u88ab\u6574\u5408\u8fdb\u66f4\u5e7f\u6cdb\u7684\u5ba2\u6237\u6210\u529f\u6216\u9500\u552e\u60c5\u62a5\u5e73\u53f0\uff0c\u6210\u4e3a\u5176\u4e2d\u76d1\u542c\u7528\u6237\u751f\u547d\u5468\u671f\u7684\u201c\u8033\u6735\u201d\u3002\u4f5c\u4e3a\u72ec\u7acb\u4ea7\u54c1\uff0c\u5b83\u9700\u8981\u5feb\u901f\u62d3\u5c55\u6570\u636e\u6e90\uff08\u5982Twitter\u3001\u4e13\u4e1a\u8bba\u575b\uff09\u5e76\u6df1\u5316\u54cd\u5e94\u95ed\u73af\uff0c\u624d\u80fd\u4ece\u201c\u806a\u660e\u7684\u76d1\u63a7\u5668\u201d\u8fdb\u5316\u4e3a\u201c\u81ea\u52a8\u5316\u7684\u5546\u673a\u6355\u83b7\u7cfb\u7edf\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\">Compeddit \u2014 Reddit Competitor Monitor<\/span>\n <\/div>\n<div class=\"comment-content\">Compeddit Catch buying signals before your competitors even know they’re losing customers. Get instant Telegram alerts when people complain about their service, compare them to others, or admit they’re ready to switch. One user intercepted a 847-upvote thread looking for alternatives and closed 12 deals in 48 hours. get complete dashboard of all your competitors and stay 2 steps ahead.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built this tool to help PMs, marketers and indie hackers keep a track upon their competitors and stay ahead.<\/p>\n<p>While your competitors sleep, Compeddit is hunting. This AI-powered intelligence machine monitors Reddit 24\/7 and alerts you the SECOND someone says “Looking for a [competitor] alternative” or “I’m done with [competitor].”<br \/>\nCatch buying signals before your competitors even know they’re losing customers. Get instant Telegram alerts when people complain about their service, compare them to others, or admit they’re ready to switch. One user intercepted a 847-upvote thread looking for alternatives and closed 12 deals in 48 hours.<br \/>\none time $59 or monthly 15.99$ Unlimited competitors. Unlimited opportunities to poach their customers.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching! Reddit is my go-to for raw, unfiltered user sentiment so the fact that this monitors it 24\/7 for competitor mentions is kind of a cheat code! Can you track multiple competitors at once or is it one at a time? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch. Reddit is genuinely one of the most underused sales channels. People are publicly announcing they’re done with a product and ready to switch, and most companies never even see it. The 12 deals in 48 hours story makes a lot of sense when you think about the intent level of someone posting “looking for an alternative”. When you get alerted to a thread, does the tool suggest how to respond or is it just the notification and you take it from there? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \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 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