{"id":117,"date":"2026-01-29T11:13:09","date_gmt":"2026-01-29T03:13:09","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/01\/29\/2026-01-28\/"},"modified":"2026-01-29T11:13:09","modified_gmt":"2026-01-29T03:13:09","slug":"2026-01-28","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/01\/29\/2026-01-28\/","title":{"rendered":"PH\u70ed\u699c | 2026-01-28"},"content":{"rendered":"


\n
\n
\n
\n
\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-28<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-01-28<\/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\/ARGVCSVSYVBMJB\" class=\"app-title\">DataFast<\/a><\/p>\n<div class=\"one-liner\">Revenue-first analytics<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">501<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DataFast\u901a\u8fc7\u8fde\u63a5Stripe\u4e0e\u6d41\u91cf\u6570\u636e\uff0c\u76f4\u63a5\u63ed\u793a\u54ea\u4e9b\u8425\u9500\u6e20\u9053\u5e26\u6765\u5b9e\u9645\u6536\u5165\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5728\u590d\u6742\u7684\u5e02\u573a\u73af\u5883\u4e2d\u5feb\u901f\u505a\u51fa\u4ee5\u6536\u5165\u4e3a\u6838\u5fc3\u7684\u8425\u9500\u51b3\u7b56\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\/bcdc79e2-5071-406b-8d64-9b3c4a47eca4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/98424fba-8329-4f19-941a-2f1a2b4766f0.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\/c01eba48-a832-4999-9cfb-1216249f975d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/wca-qwPCDcU\"><source src=\"https:\/\/youtu.be\/wca-qwPCDcU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Analytics<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6536\u5165\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5f52\u56e0<\/span><br \/>\n <span class=\"tag\">SaaS\u5206\u6790\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Stripe\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9a71\u52a8\u51b3\u7b56<\/span><br \/>\n <span class=\"tag\">\u7cbe\u76ca\u521b\u4e1a<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">Product Hunt\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3Google Analytics<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53cb\u597d<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5c06\u6536\u5165\u4e0e\u6d41\u91cf\u76f4\u63a5\u5173\u8054\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u754c\u9762\u7b80\u6d01\u3001\u8bbe\u7f6e\u5feb\u901f\uff0c\u662fGoogle Analytics\u7684\u6709\u6548\u66ff\u4ee3\u54c1\u3002\u90e8\u5206\u7528\u6237\u63d0\u5230\u5176\u5177\u4f53\u529f\u80fd\u5982\u5b9e\u65f6\u5730\u56fe\u3001X\u96c6\u6210\u7b49\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\u5982\u4f55\u5904\u7406\u591a\u89e6\u70b9\u5f52\u56e0\u548c\u9000\u6b3e\u573a\u666f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n DataFast\u7684\u51fa\u73b0\u5728\u4e8e\u7cbe\u51c6\u5730\u523a\u7a7f\u4e86\u4f20\u7edf\u6d41\u91cf\u5206\u6790\u5de5\u5177\u7684\u4ef7\u503c\u6ce1\u6cab\u3002\u5728\u201c\u9875\u9762\u6d4f\u89c8\u91cf\u201d\u7b49\u865a\u8363\u6307\u6807\u6cdb\u6ee5\u7684\u65f6\u4ee3\uff0c\u5b83\u76f4\u6307\u5546\u4e1a\u672c\u8d28\uff1a\u6536\u5165\u6765\u6e90\u3002\u521b\u59cb\u4ebaMarc\u7684\u53d9\u4e8b\u2014\u2014\u4ece\u89e3\u51b3\u81ea\u8eab\u75db\u70b9\u51fa\u53d1\uff0c\u5728\u5de8\u5934\u6797\u7acb\u7684\u7ea2\u6d77\u5e02\u573a\u4e2d\u901a\u8fc7\u6781\u81f4\u805a\u7126\uff08niche down\uff09\u751f\u5b58\u5e76\u589e\u957f\u2014\u2014\u662f\u5178\u578b\u7684\u201c\u53cd\u5171\u8bc6\u201d\u6210\u529f\u8def\u5f84\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff0c\u800c\u662f\u5bf9\u5206\u6790\u5de5\u5177\u4ef7\u503c\u4e3b\u5f20\u7684\u91cd\u6784\u3002\u5b83\u4e0d\u670d\u52a1\u4e8e\u6cdb\u5316\u7684\u6570\u636e\u89c2\u5bdf\uff0c\u800c\u662f\u670d\u52a1\u4e8e\u660e\u786e\u7684\u5546\u4e1a\u884c\u52a8\uff1a\u5c06\u6709\u9650\u7684\u8425\u9500\u9884\u7b97\u6295\u5411\u80fd\u4ea7\u751f\u771f\u5b9e\u6536\u5165\u7684\u6e20\u9053\u3002\u8fd9\u4f7f\u5176\u4ece\u4e00\u4e2a\u201c\u7ef4\u751f\u7d20\u201d\uff08\u53ef\u6709\u53ef\u65e0\uff09\u8f6c\u5411\u4e86\u201c\u6b62\u75db\u836f\u201d\uff08\u89e3\u51b3\u95ee\u9898\uff09\u3002\u4ece\u8bc4\u8bba\u770b\uff0c\u5176\u7528\u6237\u53cb\u597d\u6027\u548c\u5feb\u901f\u90e8\u7f72\u4f53\u9a8c\u6784\u6210\u4e86\u5f3a\u5927\u7684\u8f6c\u5316\u94a9\u5b50\uff0c\u8ba9\u7528\u6237\u5728\u51e0\u5206\u949f\u5185\u5c31\u80fd\u83b7\u5f97\u4f20\u7edf\u5de5\u5177\u65e0\u6cd5\u63d0\u4f9b\u7684\u6838\u5fc3\u6d1e\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u4f5c\u4e3a\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u9879\u76ee\uff0c\u5728\u9762\u5bf9\u4f01\u4e1a\u7ea7\u5ba2\u6237\u590d\u6742\u7684\u5f52\u56e0\u6a21\u578b\uff08\u5982\u591a\u89e6\u70b9\u3001\u7ebf\u4e0b\u8f6c\u5316\uff09\u3001\u6570\u636e\u6cbb\u7406\u548c\u751f\u6001\u96c6\u6210\u9700\u6c42\u65f6\uff0c\u5176\u6df1\u5ea6\u548c\u6269\u5c55\u6027\u5c06\u9762\u4e34\u8003\u9a8c\u3002\u5f53\u524d\u201c\u4e3a\u81ea\u5df1\u6784\u5efa\u201d\u7684\u7b56\u7565\u662f\u53cc\u5203\u5251\uff0c\u65e2\u80fd\u6253\u9020\u6781\u81f4\u4f53\u9a8c\uff0c\u4e5f\u53ef\u80fd\u9650\u5236\u5176\u5e02\u573a\u5e7f\u5ea6\u3002\u5b83\u80fd\u5426\u4ece\u201c\u89e3\u51b3Marc\u95ee\u9898\u201d\u7684\u5de5\u5177\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u5177\u5907\u666e\u9002\u6027\u89c4\u5219\u5f15\u64ce\u548c\u53ef\u6269\u5c55\u67b6\u6784\u7684\u5e73\u53f0\uff0c\u5c06\u51b3\u5b9a\u5176\u5929\u82b1\u677f\u662f\u505c\u7559\u5728\u5229\u57fa\u5e02\u573a\uff0c\u8fd8\u662f\u80fd\u771f\u6b63\u64bc\u52a8\u5206\u6790\u5de8\u5934\u7684\u6839\u57fa\u3002\u5176\u5f53\u524d\u7684\u6210\u529f\uff0c\u662f\u4ea7\u54c1\u4e0e\u5e02\u573a\u5339\u914d\uff08PMF\uff09\u5728\u5782\u76f4\u9886\u57df\u7684\u80dc\u5229\uff0c\u4f46\u4e0b\u4e00\u9636\u6bb5\u7684\u7ade\u4e89\uff0c\u5c06\u662f\u4ea7\u54c1\u4e0e\u89c4\u6a21\u5339\u914d\u7684\u8003\u9a8c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">DataFast<\/span>\n <\/div>\n<div class=\"comment-content\">Discover which marketing channels bring customers so you can grow your business, fast.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Hunters, it’s <a href=\"https:\/\/twitter.com\/marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Marc<\/strong><\/a>! <\/p>\n<\/p>\n<p>483 days ago, I built <a href=\"https:\/\/datafa.st\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>my own web analytics<\/strong><\/a> out of frustration. <\/p>\n<\/p>\n<p>I was using Plausible and loved its simplicity, but I felt stuck. Pageviews are nice, but they don\u2019t tell you what makes money. <\/p>\n<\/p>\n<p><strong>So I built my dream tool:<\/strong> connect Stripe to traffic, and see where revenue actually comes from, so I can double down.<\/p>\n<\/p>\n<p>Almost nobody cared.<\/p>\n<p>It took 120 days to reach $1k MRR. <\/p>\n<\/p>\n<p>But I didn’t mind. I was having fun.<\/p>\n<p>I shipped 117,869 lines of code to build features I needed myself.<\/p>\n<p>My only KPI was (and still is) features shipped.<\/p>\n<\/p>\n<p>Slowly, <strong>word of mouth kicked in<\/strong>, and the SaaS started growing on its own. 16 months later: <\/p>\n<\/p>\n<p>– $17K MRR<\/p>\n<p>– 983 paying customers<\/p>\n<p>– 1.2B pageviews tracked<\/p>\n<\/p>\n<p><strong>I wanted to quit many times.<\/strong> I\u2019m competing with giants and VC-backed startups, in an overcrowded market, for a vitamin product.<\/p>\n<\/p>\n<p>What changed everything was niching down: building ultra-specific features for my own problems and hoping others had the same ones.<\/p>\n<\/p>\n<p>I don\u2019t really do marketing. Most users come from word of mouth. But today is special. <strong>I never truly launched <\/strong><a href=\"https:\/\/datafa.st\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>DataFast<\/strong><\/a><strong>, so I made this video to finally do it<\/strong>. Hope you like it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>30<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Congratulations <a href=\"https:\/\/www.producthunt.com\/@marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a>  it’s really a very usefull product, I’m very sure it will be a big success. keep doing 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a> better done netflix<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 switched from Google Analytics to DataFast.<br \/>Thought: Well, lets just try it out with the free tier but I will most likely stick to Google Analytics.<br \/>What else could DataFast offer which I dont get already included in GA?<\/p>\n<p>BOY WAS I WRONG!<\/p>\n<p>After using DataFast I will never ever use GA again.<br \/>My mind was blown when I saw, how cool, userfriendly and innovative a analytics tool can be.<\/p>\n<p>Tracking goal, custom funnels, live maps, X (Twitter) integration and so so much more!<br \/>The best part? The setup literally takes only 5 minutes. That is not a marketing slogan, it is the truth.<\/p>\n<p>Do yourself a favor, invest half an hour and $0 into getting dataFast setup, explore it and thank Marc later.<\/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\/@aleksdoescode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aleksdoescode<\/a> you should try Imagine then \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Support for the \ud83c\uddeb\ud83c\uddf7 goat ! Tried the product a few months back, huge value to understand where people are coming from. Huge leverage on your marketing\/sales pushes! <\/p>\n<\/p>\n<p>Bravo Monsieur \ud83e\udd56<\/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\/@quentin_fournier_martin\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@quentin_fournier_martin<\/a> Merci chef! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a> \u2728\ud83c\udf89 Super excited!!<\/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\/@mcnaveen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mcnaveen<\/a> thank you boss <333<\/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\">Here for @marclou \ud83e\udee1 we show up \ud83d\udcaa<\/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>Feels sane. Tired of guessing which clicks pay rent. Stripe + traffic is exactly what I wanted Plausible to do. How do you handle multi-touch and refunds? Bookmarked to test on my tiny SaaS this weekend. Nice ship, Marc.<\/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>I use it every day ! My tool to follow my data <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Marc, <a href=\"https:\/\/www.producthunt.com\/products\/datafast\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"datafast\" target=\"_blank\" rel=\"noopener\">@DataFast<\/a> is honestly one of the cleanest analytics tools I\u2019ve used…<br \/>It’s simple, fast, and actually enjoyable to open…<br \/>the real time globe with music is such a nice touch and makes analytics less boring…<br \/>i also love that you can see exactly where your paying customers are coming from…<br \/>if you like clean and simple dashboards, this tool really nails it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have been using this for months. Really love the idea that I can see which post bring revenue back to me. Congrats, Marc!<\/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>GOATED! Been following this journey on YT and this has been super inspirational. Looking forward to using Datafast for QueueForm. Congratulations on the launch! Kudos! <\/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>Top notch launch, better product. Congrats!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>clearly the best tool launched on here in 2026 (connecting revenue to traffic is a genius idea)<\/p>\n<\/p>\n<p>if it wont win, I’m removing product hunt from my bookmarks right away<\/p>\n<\/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>RIP boring analytics!<\/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\/@wahabshaikh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wahabshaikh<\/a> we cooking!! \ud83d\udcaa<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I was using analytics for a decade and was wondering what for. Now i know why i look to the chart ! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great tool! 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The Stripe to traffic connection is a really clear way to move beyond vanity metrics. Once you started niching down, which specific revenue or behavior insight ended up changing how you actually built or prioritized features the most?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Interesting product<br \/>\nI\u2019m curious \u2014 how do you compare this with existing solutions in the market?<br \/>\nCongrats 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Let’s go Datafa.st!!!<\/p>\n<p>Started my first big project <a href=\"https:\/\/Mixels.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Mixels.ai<\/a> two months ago after buying <a href=\"https:\/\/shipfa.st\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">shipfa.st<\/a> and can’t wait to integrate <a href=\"https:\/\/datafa.st\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">datafa.st<\/a> into my back end dashboards \ud83d\ude42<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d01d617a-5ebe-4a18-9006-6283d3ece712.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/p>\n<p>Upvoted!<\/p>\n<p>– @MTLFORBRKFST<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Keep up the great work <a href=\"https:\/\/www.producthunt.com\/@marclou\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a>! You’ve inspired me a ton over the past few years \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats Marc, this is an awesome product \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch Marc! Exciting results, energy and value delivered to this world!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>looks great <a href=\"https:\/\/www.producthunt.com\/@marclou\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a> . great story. rooting for you! \ud83d\ude42<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>10\/10 for marketing video, great work team! Best of luck with everything for 2026<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Always fun when Marc does a launch! Rooting for you! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Awesome tool, using daily!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">When someone is considering GA4, Plausible\/Fathom, or a heavier product analytics tool like PostHog, what\u2019s the crisp decision rule for when DataFast is the right choice\u2014and what\u2019s the most common reason people *don\u2019t* switch?<\/div>\n<div class=\"comment-actions\">\n<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 <a href=\"https:\/\/www.producthunt.com\/@marclou\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Man, I missed Marc Lou launch videos!<\/p>\n<\/p>\n<p>As always killer launch man. Picking DataFast for your product’s analytics is a no brainer at this point given the simplicity of the UI\/UX, extensive data insights provided and constant care + support you put in as the maker.<\/p>\n<\/p>\n<p>Rooting for you dude.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/2AXJMDJPQHOHI6\" class=\"app-title\">kuku<\/a><\/p>\n<div class=\"one-liner\">Obsidian \u2014 but a lot has changed<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">408<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u8ffd\u6c42\u539f\u751f\u6027\u80fd\u4e0e\u672c\u5730\u63a7\u5236\u7684\u7528\u6237\u6253\u9020\u7684macOS\u539f\u751f\u3001\u672c\u5730\u4f18\u5148Markdown\u7f16\u8f91\u5668\uff0c\u901a\u8fc7\u7c7bCursor\u7684AI\u53ef\u5ba1\u9605\u7f16\u8f91\u548c\u7eaf\u6587\u672c\u5b58\u50a8\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728Obsidian\u7b49\u5de5\u5177\u4e2d\u9047\u5230\u7684\u6027\u80fd\u81c3\u80bf\u3001\u4e91\u4f9d\u8d56\u548c\u6570\u636e\u9501\u5b9a\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\/e8dd7e1b-0468-4824-92a2-aab729eb938b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bf19e7b0-3b78-4cd0-9abd-dca400fc8b14.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/435c2a56-6350-4960-a0e1-8508fb1a795b.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\/f3199e61-9768-4b08-9a91-cc0f50d01928.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/aYNfWBGAWyc\"><source src=\"https:\/\/youtu.be\/aYNfWBGAWyc\" 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\">Writing<\/span><br \/>\n <span class=\"tag\">Notes<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Markdown\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u539f\u751f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u53ef\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8def\u7ebf<\/span><br \/>\n <span class=\"tag\">Tauri\u6846\u67b6<\/span><br \/>\n <span class=\"tag\">\u53cc\u5411\u94fe\u63a5<\/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\u539f\u751f\u6027\u80fd\u3001\u672c\u5730\u4f18\u5148\u7406\u5ff5\u53caAI\u53ef\u5ba1\u9605\u7f16\u8f91\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u9690\u79c1\u4fdd\u62a4\u4e0b\u7684AI\u7d22\u5f15\u673a\u5236\u3001\u591a\u8bbe\u5907\u540c\u6b65\u65b9\u6848\u3001\u63d2\u4ef6\u751f\u6001\u89c4\u5212\u3001\u5927\u89c4\u6a21\u7b14\u8bb0\u5e93\u6027\u80fd\u3001\u5f00\u6e90\u65f6\u95f4\u8868\u4ee5\u53caAI\u7f16\u8f91\u7684\u5b89\u5168\u62a4\u680f\uff08\u5982\u201c\u8bd5\u8fd0\u884c\u201d\u6a21\u5f0f\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Kuku\u7684\u4eae\u76f8\uff0c\u7cbe\u51c6\u5730\u523a\u5411\u4e86\u5f53\u524d\u7b14\u8bb0\u5de5\u5177\u5e02\u573a\u7684\u4e24\u4e2a\u8f6f\u808b\uff1aElectron\u6846\u67b6\u7684\u6027\u80fd\u4ee3\u4ef7\u4e0e\u4e91\u670d\u52a1\u5bf9\u7528\u6237\u6570\u636e\u7684\u9690\u6027\u63a7\u5236\u3002\u5b83\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u590d\u523b\uff0c\u800c\u662f\u4e00\u6b21\u6e05\u9192\u7684\u6280\u672f\u6808\u91cd\u7ec4\u4e0e\u4ef7\u503c\u91cd\u7533\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2aObsidian\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u7528Tauri+\u539f\u751fWebView\u7684\u6280\u672f\u9009\u62e9\uff0c\u5151\u73b0\u4e86\u201c\u539f\u751f\u6027\u80fd\u201d\u7684\u627f\u8bfa\uff0c\u8fd9\u76f4\u63a5\u56de\u5e94\u4e86\u6838\u5fc3\u7528\u6237\u5bf9\u6d41\u7545\u6027\u4e0e\u786c\u4ef6\u8d44\u6e90\u5360\u7528\u7684\u957f\u671f\u4e0d\u6ee1\u3002\u66f4\u5173\u952e\u7684\u535a\u5f08\u5728\u4e8e\u201c\u672c\u5730\u4f18\u5148\u201d\u54f2\u5b66\uff1a\u5c06\u7b14\u8bb0\u5f7b\u5e95\u951a\u5b9a\u5728\u7528\u6237\u672c\u5730.md\u6587\u4ef6\uff0c\u5e76\u901a\u8fc7\u53ef\u5ba1\u9605\u7684Diff\u673a\u5236\u5c06AI\u7f16\u8f91\u6743\u4ea4\u8fd8\u7528\u6237\uff0c\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u4e0e\u4e3b\u6d41\u7684\u201c\u4e91\u7aefAI\u9ed1\u7bb1\u201d\u6a21\u5f0f\u5531\u53cd\u8c03\uff0c\u6784\u5efa\u4e86\u4e00\u79cd\u66f4\u900f\u660e\u3001\u66f4\u53ef\u4fe1\u7684\u4eba\u673a\u534f\u4f5c\u8303\u5f0f\u3002\u5f00\u53d1\u8005\u5bf9\u672c\u5730LLM\u8def\u7ebf\u7684\u63d0\u53ca\uff0c\u66f4\u662f\u5c06\u9690\u79c1\u724c\u6253\u5230\u4e86\u6781\u81f4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u91ce\u5fc3\u4e5f\u9762\u4e34\u4e25\u5cfb\u8003\u9a8c\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u9ad8\u5ea6\u56f4\u7ed5\u201c\u5355\u673a\u3001\u6df1\u5ea6\u7528\u6237\u201d\u6784\u5efa\uff0c\u4f46\u5728\u591a\u8bbe\u5907\u540c\u6b65\u4e0e\u534f\u4f5c\u5df2\u6210\u521a\u9700\u7684\u4eca\u5929\uff0c\u56de\u907f\u4e91\u7aef\u5c06\u6781\u5927\u9650\u5236\u5176\u573a\u666f\u62d3\u5c55\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u540c\u6b65\u7684\u62c5\u5fe7\u6b63\u662f\u4e8e\u6b64\u3002\u5176\u6b21\uff0c\u201cAI\u7f16\u8f91\u201d\u662f\u4eae\u70b9\u4e5f\u662f\u98ce\u9669\u70b9\uff0c\u5c3d\u7ba1\u6709Diff\u5ba1\u9605\uff0c\u4f46\u5982\u4f55\u9632\u6b62AI\u5728\u590d\u6742\u77e5\u8bc6\u56fe\u8c31\u4e2d\u4ea7\u751f\u201c\u7834\u574f\u6027\u7f16\u8f91\u201d\uff0c\u4ecd\u9700\u66f4\u7cbe\u7ec6\u7684\u6743\u9650\u63a7\u5236\u548c\u56de\u6eda\u673a\u5236\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u65b0\u751f\u5e94\u7528\uff0c\u5176\u9700\u5728Obsidian\u5e9e\u5927\u7684\u63d2\u4ef6\u751f\u6001\u4e0e\u81ea\u8eab\u8ffd\u6c42\u7684\u201c\u7b80\u6d01\u6838\u5fc3\u201d\u4e4b\u95f4\u627e\u5230\u5e73\u8861\uff0c\u8fc7\u65e9\u5f00\u653e\u63d2\u4ef6\u53ef\u80fd\u635f\u5bb3\u6027\u80fd\u4e0e\u4f53\u9a8c\uff0c\u8fc7\u665a\u5219\u53ef\u80fd\u6d41\u5931\u9ad8\u7ea7\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n Kuku\u66f4\u50cf\u662f\u4e00\u4efd\u5ba3\u8a00\uff0c\u5b83\u9a8c\u8bc1\u4e86\u5e02\u573a\u5bf9\u9ad8\u6027\u80fd\u3001\u53ef\u63a7\u6027\u7b14\u8bb0\u5de5\u5177\u7684\u9700\u6c42\u3002\u4f46\u5b83\u80fd\u5426\u4ece\u4e00\u4e2a\u7cbe\u7f8e\u7684\u6280\u672f\u539f\u578b\uff0c\u6210\u957f\u4e3a\u8db3\u4ee5\u64bc\u52a8\u65e2\u6709\u683c\u5c40\u7684\u66ff\u4ee3\u9009\u62e9\uff0c\u53d6\u51b3\u4e8e\u5b83\u5982\u4f55\u5728\u4e0d\u80cc\u53db\u5176\u6838\u5fc3\u539f\u5219\u7684\u524d\u63d0\u4e0b\uff0c\u89e3\u51b3\u751f\u6001\u3001\u534f\u4f5c\u4e0e\u89c4\u6a21\u5316\u7ba1\u7406\u7684\u73b0\u5b9e\u96be\u9898\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\">kuku<\/span>\n <\/div>\n<div class=\"comment-content\">Kuku is a truly native, local-first markdown editor for macOS \u2014 built with Tauri, not Electron. Notes are stored as plainmd files with wikilinks, backlinks, and graph view. Its AI agent doesn\u2019t just chat \u2014 it searches, edits, and links your files, with every change shown as Cursor-style diffs you can review. Fast, lightweight, offline-first. No cloud. No lock-in. Obsidian + Cursor, without Electron.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey, Product Hunt!<\/p>\n<p>Kuku is a project built by mansuiki and me to explore what a truly native, local-first markdown editor could be.<\/p>\n<p>We like Obsidian, but it\u2019s Electron.<br \/>\nNotion is polished, but cloud-first.<br \/>\nApple Notes is native, but not markdown.<\/p>\n<p>Kuku is built with Tauri and stores everything as plain .md files on your Mac.<br \/>\nIt supports wikilinks, backlinks, and graph view, with an AI agent that actually edits files, not just chat \u2014 all changes are shown as reviewable diffs.<\/p>\n<p>Fast, lightweight, offline-friendly.<br \/>\nDesigned for people who want native performance and local control.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>24<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bigmacfive\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bigmacfive<\/a> Congrats on the launch! Does it support custom Gemini API keys or is it bundled into the app price?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/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\/@bigmacfive\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bigmacfive<\/a> <strong>Congrats on the launch! <\/strong><br \/>Kuku sounds like a thoughtful take on a local-first markdown editor native performance, plain .md files, and real file-editing AI with reviewable diffs is a huge win. Love the focus on speed, offline use, and user control. Wishing you a great Product Hunt day!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@bigmacfive\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bigmacfive<\/a> <br \/>The \u201cObsidian + Cursor, but native\u201d framing is perfect. The diffs idea is a big deal too – once an agent can edit files, reviewability becomes the whole product.<\/p>\n<p>How are you thinking about guardrails for the agent – is it scoped to a vault\/folder by default, and do you plan to add a \u201cdry run\u201d mode where it proposes changes before touching files?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How does Kuku index local files for RAG without compromising on privacy?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>15<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> Indexing and search are handled entirely locally using SQLite. The AI agent uses local tools to find and read data on your machine first.<br \/>We only transmit data to the API when you explicitly request an action, and strictly only the relevant context is sent. To take privacy further, our roadmap includes support for <strong>Local LLMs<\/strong> so you can eventually have a 100% private, offline setup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Obsidian feel without Electron fans spinning? I\u2019m in. Tauri + plain .md + offline hits my brain. The AI doing real edits w\/ diffs sounds sane, not chat fluff. I\u2019ll poke at this for my daily notes. Curious how it handles a messy 10k-note vault.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Wow, 10k notes is a serious setup! <\/p>\n<p>You’ve inspired me\u2014I’m going to officially add a ’10k Vault Benchmark’ to our pre-release testing pipeline to ensure we stay snappy at that scale. Thanks for the challenge!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 a local-first markdown editor. Curious how yo come with such neat UI design without Electron.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@frank_li13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@frank_li13<\/a> Thanks! Tauri + system WebView instead of Electron, and a lot of iteration on native-feeling interactions <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@frank_li13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@frank_li13<\/a> That\u2019s the magic of Tauri. We use React + CSS for the UI, but instead of bundling a heavy browser, Tauri uses the native macOS webview. So we get the flexibility of web design with the performance of a native app!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Local-first note apps often fall apart at the \u201cmulti-device reality\u201d stage: what\u2019s your recommended sync\/backup story today for Kuku vaults, how do you handle conflicts in practice, and what principles guide whether you\u2019ll build a first-party sync layer versus staying file-system-native?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congrats on the launch! are you going to be supporting plugins eventually or is kuku focused on core features only? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> Thanks! A plugin API is definitely on the roadmap, but right now we are focused on nailing the core experience and performance.<\/p>\n<p>Is there a specific plugin or workflow you are looking for? I’d love to hear what is missing from your current setup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> Thanks! Plugin support is on the roadmap. We\u2019re still exploring what makes sense within the Tauri ecosystem, but it\u2019s definitely something we\u2019re actively thinking about.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>sounds very interesting. any plans to make a part of it open-source? that’s kind of my reason for going zettlr instead of obsidian<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tony_mon\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tony_mon<\/a> Right now, I’m focused on bug fixes and polishing the core experience. Once the codebase stabilizes, the plan is to open source it. Aiming to get there as soon as possible!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tony_mon\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tony_mon<\/a> Great question! Yes \u2014 we do plan to open-source parts of Kuku. One reason we built it is exactly that Obsidian isn\u2019t open-source, so this really matters to us.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I just downloaded Obsidian but I think its time to delete it. LoL<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@malithmcrdev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@malithmcrdev<\/a> Appreciate that! Obsidian is great \u2014 kuku is just another option if you want native performance + AI editing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@malithmcrdev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@malithmcrdev<\/a> Obsidian is a legend, but we aim to be the faster, native alternative. The good news is we both use plain .md files, so your data is safe either way. Let me know how Kuku feels compared to it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks great, downloading now. <\/p>\n<p>One thought. After I sign up, I cant find a download link. It only shows for signed out users. Definitely some friction here that can be fixed. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dennisivy11\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dennisivy11<\/a> Good catch! I confirmed the issue and just deployed a fix immediately. It should be visible now. Thanks for letting me know!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really awesome. Loved your website as well<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> Thanks! We tried to keep the website design as clean and minimal as the app itself. Appreciate the kind words!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this direction – \u201cnative + local-first + plain .md\u201d is such a strong combo.<\/p>\n<p>I\u2019m building in the same offline-first mindset (Chrome extension land), and the trust you get from \u201cyour files are your files\u201d is hard to beat. The reversible diffs for AI edits is especially reassuring.<\/p>\n<p>Curious: what\u2019s been the hardest part about doing Obsidian-like linking\/graph while keeping everything fast and truly native on macOS?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019m <a href=\"https:\/\/www.producthunt.com\/@mansuiki\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"mansuiki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mansuiki<\/a> , the dad of <a href=\"https:\/\/www.producthunt.com\/products\/kuku\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kuku\" target=\"_blank\" rel=\"noopener\">@kuku<\/a> <\/p>\n<p>Let\u2019s be real\u2014Obsidian is a beast. I used it for years, customized it endlessly, but eventually, I hit a wall. <br \/>Whether it was the plugin fatigue, the Electron heaviness, or just the UI not <em>clicking<\/em> with my brain, I found myself fighting the tool rather than writing.<\/p>\n<p>So, I did what any rational dev would do: <strong>I over-engineered my own solution.<\/strong> <\/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\">@mansuiki looks promising but still need to check out if it’s really useful<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! What type of search can it do? Does it have semantic search via embedding?<\/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! The local-first approach with plain .md files and reviewable AI edits is a strong contrast to cloud-heavy tools. How do you think about conflict handling and versioning when the AI is making direct file edits, especially for users who organize large or highly interlinked knowledge bases?<\/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>Congratulations \ud83c\udf8a <\/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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thank you so much !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thank you! Appreciate the support.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The Cursor-style diffs for AI edits is the detail that sells me. Actually showing what the AI changed instead of just doing things behind your back– that’s the trust builder. Tauri over Electron is the right call too imo; native performance matters especially for something you keep open all day. Gonna give this a spin..<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So basically Obsidian and Notion had a nerdy lovechild that actually stays on my Mac? Count me in \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Haha, I might have to use “Nerdy Lovechild” as our new tagline. That is exactly the vibe\u2014best of both worlds, but it lives on your disk. Hope you enjoy it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Is there any built-in tool to import from old Obsidian vaults?<\/div>\n<div class=\"comment-actions\">\n<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\/@rmz59\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rmz59<\/a> No import tool needed! You can simply change the <strong>Vault Location<\/strong> in Settings to point directly to your existing Obsidian folder.<\/p>\n<p>Alternatively, you can just copy your files into the ‘~\/Documents\/Kuku’ folder. Since we use standard Markdown, it works instantly!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">thanks for making it in Tauri and not in electron. any plan for Windows<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 obsidian. would hate to leave the app, but this is making me reconsider that. great work <a href=\"https:\/\/www.producthunt.com\/@mansuiki\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"mansuiki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mansuiki<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>10\/10 congrats!!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, I was just thinking like two days ago that I’d love a notes app that was like if Obsidian and Cursor had a baby so I’m super excited to try this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WSAHAPPLQMTJRZ\" class=\"app-title\">Imagine<\/a><\/p>\n<div class=\"one-liner\">Build something real with the most complete AI builder<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">375<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Imagine\u662f\u4e00\u6b3e\u901a\u8fc7\u5bf9\u8bdd\u5f0fAI\uff0c\u5c06\u60f3\u6cd5\u5feb\u901f\u8f6c\u5316\u4e3a\u5177\u5907\u4e91\u7aef\u540e\u7aef\u3001\u8ba4\u8bc1\u3001\u6570\u636e\u5e93\u7b49\u5b8c\u6574\u751f\u4ea7\u7ea7\u529f\u80fd\u5e94\u7528\u7684\u4e00\u7ad9\u5f0f\u751f\u6210\u5e73\u53f0\uff0c\u89e3\u51b3\u4e86\u975e\u6280\u672f\u4eba\u5458\u548c\u8ffd\u6c42\u6548\u7387\u7684\u5f00\u53d1\u8005\u4ece\u521b\u610f\u5230\u53ef\u90e8\u7f72\u4ea7\u54c1\u8fc7\u7a0b\u4e2d\uff0c\u9762\u4e34\u7684\u591a\u5de5\u5177\u96c6\u6210\u3001\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406\u548c\u5b89\u5168\u5408\u89c4\u7b49\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\/274028f7-7289-4a31-b6bd-40ca9ffbe0b3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e95eb066-0e62-4e1d-9cf6-c2fd682b2b3d.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\/9b402cbf-e8b0-47ab-aca1-c368ab33b5e0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=xXYCVfA8joM\"><source src=\"https:\/\/www.youtube.com\/watch?v=xXYCVfA8joM\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5e94\u7528\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u5168\u6808\u5f00\u53d1\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u4e91\u7aef\u4e00\u4f53\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea<\/span><br \/>\n <span class=\"tag\">\u540e\u7aef\u5373\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u654f\u6377\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u4e00\u4f53\u5316\u201d\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u6574\u5408\u540e\u7aef\u3001\u8ba4\u8bc1\u4e0e\u90e8\u7f72\u7684\u80fd\u529b\u662f\u6838\u5fc3\u4f18\u52bf\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1. \u62c5\u5fc3AI\u8fed\u4ee3\u5bfc\u81f4\u529f\u80fd\u56de\u5f52\uff0c\u8be2\u95ee\u662f\u5426\u6709\u4ee3\u7801\/\u67b6\u6784\u9501\u5b9a\u673a\u5236\uff1b2. \u5173\u6ce8\u5e73\u53f0\u9501\u5b9a\u98ce\u9669\uff0c\u56e2\u961f\u660e\u786e\u8868\u793a\u53ef\u968f\u65f6\u5bfc\u51fa\u4ee3\u7801\uff1b3. \u8be2\u95ee\u5bf9\u79fb\u52a8\u5e94\u7528\u548c\u5916\u90e8\u6570\u636e\u5e93\uff08\u5982Supabase\uff09\u7684\u652f\u6301\uff1b4. \u6709\u7528\u6237\u53cd\u9988\u9884\u89c8\u52a0\u8f7d\u901f\u5ea6\u53ef\u4f18\u5316\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 Imagine\u7684\u91ce\u5fc3\u5e76\u975e\u4ec5\u4ec5\u662f\u53c8\u4e00\u4e2a\u201c\u804a\u5929\u751f\u6210\u7f51\u9875\u201d\u7684AI\u73a9\u5177\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u7528AI\u4f5c\u4e3a\u7edf\u4e00\u63a5\u53e3\uff0c\u541e\u566c\u6574\u4e2a\u5e94\u7528\u5f00\u53d1\u751f\u547d\u94fe\u3002\u5b83\u76f4\u6307\u4e00\u4e2a\u884c\u4e1a\u987d\u75be\uff1a\u5373\u4f7f\u6709AI\u751f\u6210\u524d\u7aef\u4ee3\u7801\uff0c\u5f00\u53d1\u8005\u4ecd\u9700\u8d39\u529b\u62fc\u63a5Supabase\u3001Vercel\u3001Auth0\u7b49\u4e00\u5806\u201c\u6700\u4f73\u5355\u54c1\u201d\uff0c\u9677\u5165\u96c6\u6210\u3001\u8ba2\u9605\u548c\u5b89\u5168\u7ba1\u7406\u7684\u6ce5\u6f6d\u3002\n <\/p>\n<p class=\"ai-content\">\n Imagine\u7684\u5e95\u724c\u662f\u5176\u80cc\u540e\u6210\u719f\u7684Appwrite Cloud\u3002\u8fd9\u4f7f\u5f97\u5b83\u63d0\u4f9b\u7684\u4e0d\u662f\u6a21\u62df\u4ee3\u7801\uff0c\u800c\u662f\u8fde\u540c\u5b9e\u65f6\u914d\u7f6e\u548c\u8d44\u6e90\u4f9b\u7ed9\u7684\u771f\u5b9e\u540e\u7aef\u3002\u8fd9\u6784\u6210\u4e86\u5176\u5ba3\u79f0\u201c\u751f\u4ea7\u5c31\u7eea\u201d\u7684\u62a4\u57ce\u6cb3\u2014\u2014GDPR\u3001HIPAA\u7b49\u5408\u89c4\u6027\u5e76\u975e\u7531\u8106\u5f31\u7684AI\u627f\u8bfa\uff0c\u800c\u662f\u7531\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7ee7\u627f\u800c\u6765\u3002\u56e2\u961f\u5bf9\u201c\u9632\u6b62\u8fed\u4ee3\u56de\u5f52\u201d\u7684\u8be6\u7ec6\u89e3\u7b54\u4e5f\u63ed\u793a\uff0c\u5176\u5de5\u7a0b\u5316\u91cd\u70b9\u5728\u4e8e\u5c06AI\u7684\u4e0d\u786e\u5b9a\u6027\u5c01\u88c5\u5728\u4e25\u683c\u7684\u6784\u5efa\u3001\u7c7b\u578b\u68c0\u67e5\u548c\u8bca\u65ad\u6d41\u7a0b\u4e2d\uff0c\u8bd5\u56fe\u5c06\u201cvibe coding\u201d\u8f6c\u53d8\u4e3a\u53ef\u63a7\u7684\u5de5\u7a0b\u5b9e\u8df5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u201c\u4e00\u4f53\u5316\u201d\u7684\u53cd\u9762\u662f\u751f\u6001\u4f9d\u8d56\u3002\u867d\u7136\u652f\u6301\u4ee3\u7801\u5bfc\u51fa\uff0c\u4f46\u6df1\u5ea6\u96c6\u6210Appwrite\u7684\u7279\u6709\u529f\u80fd\uff08\u5982\u5176\u6743\u9650\u6a21\u578b\u3001\u5b9e\u65f6\u5f15\u64ce\uff09\u5c06\u5728\u8fc1\u79fb\u65f6\u6784\u6210\u9690\u6027\u6210\u672c\u3002\u5176\u6b21\uff0c\u5b83\u5904\u4e8e\u5c34\u5c2c\u7684\u5b9a\u4f4d\u5149\u8c31\u4e2d\uff1a\u5bf9\u4e8e\u7eaf\u65e0\u4ee3\u7801\u7528\u6237\uff0c\u7406\u89e3\u201c\u6570\u636e\u5e93\u201d\u3001\u201cSSR\u201d\u7b49\u6982\u5ff5\u4ecd\u6709\u95e8\u69db\uff1b\u5bf9\u4e8e\u8d44\u6df1\u5f00\u53d1\u8005\uff0c\u73b0\u6709\u6210\u719f\u3001\u53ef\u8c03\u8bd5\u7684\u4e91\u670d\u52a1\u7ec4\u5408\u53ef\u80fd\u4ecd\u6bd4\u4e00\u4e2a\u201c\u9ed1\u76d2\u201dAI\u4ee3\u7406\u66f4\u6709\u5438\u5f15\u529b\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176AI\u5728\u590d\u6742\u3001\u5b9a\u5236\u5316\u4e1a\u52a1\u903b\u8f91\u751f\u6210\u4e0a\u7684\u53ef\u9760\u6027\uff0c\u80fd\u5426\u771f\u6b63\u8d85\u8d8a\u201c\u5236\u4f5c\u5185\u90e8\u5de5\u5177\u548c\u539f\u578b\u201d\u7684\u8303\u7574\uff0c\u6210\u4e3a\u53ef\u4fe1\u8d56\u7684\u201c\u5171\u540c\u5f00\u53d1\u8005\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\">Imagine<\/span>\n <\/div>\n<div class=\"comment-content\">The most complete AI builder ever made. With Imagine, you turn your ideas into functional products by chatting with AI. No matter your prompt, your applications will always have: – Built-in cloud: Auth, Databases, Storage, Notifications, Hosting – Fullest compliance: GDPR, HIPAA, SOC 2, CCPA – SSR and server functions, enabling fast load times and strong SEO – Highest security: DDoS, Abuse protection, Encryption, Data migrations – Scalability: Completely managed cloud infrastructure<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b this is Eldad from the Appwrite team, and we’re very excited to launch <strong>Imagine<\/strong> today.<\/p>\n<p>We built Imagine because we believe software creation shouldn\u2019t be limited to people who already know how to code, set up infrastructure, or glue together dozens of tools just to get something working.<\/p>\n<p>With Imagine, you can go from an idea to a real product in minutes, whether that\u2019s a prototype, a landing page, an internal tool, or a full app you want to share with the world. Just describe what you want to build, and Imagine helps you create real working products.<\/p>\n<p><strong>Imagine is the alternative to Lovable, Supabase, and Vercel, in a single platform.<\/strong><\/p>\n<p>That means <strong>no need to<\/strong>:<\/p>\n<p>– Integrate multiple vendors<\/p>\n<p>– Manage multiple subscriptions<\/p>\n<p>– Worry about security across a scattered stack<\/p>\n<p>With Imagine, you can go from <strong>prompt \u2192 working app<\/strong>, and still have the fundamentals builders care about: a real backend, real data, real auth, real deployments, without the glue code and setup overhead.<\/p>\n<p>Imagine is built on top of Appwrite\u2019s cloud infrastructure, so it\u2019s designed for builders who want to move fast, but still want things like security, scalability, and production-ready foundations from day one.<\/p>\n<p>We\u2019d love your feedback. We\u2019re here all day to help you answer any questions!<\/p>\n<p>Try it. Break it. <strong>Build something real with it.<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>48<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eldad_fux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eldad_fux<\/a> Amazing work! Really a breath of fresh air in all the ai tool noise!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>17<\/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\/@eldad_fux\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"eldad_fux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eldad_fux<\/a> honestly, using Imagine has been such a game-changer. Excited for others to try it too!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/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\/@eldad_fux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eldad_fux<\/a> Loving using an AI builder that actually produces production ready code.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Awesome work as always guys!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madzadev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madzadev<\/a> Thanks for the support!<\/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\/@madzadev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madzadev<\/a> Thank you so much Madza! It always means a lot from coming from you.<br \/>Your support of us has been amazing since day 1 \u2665\ufe0f <\/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>Looks promising! Is there a way to lock or freeze certain layers like schema, auth rules or infra so AI changes don’t accidently break them later?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks for your interest<a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a>! We’ve seen thousands of apps generated so far and have not yet seen this type of behavior. We have a dedicated agent to Cloud resource provisioning that only gets to work when needed. Regardless, you can always revert your code to a prior version which will also restore the infrastructure to that state. Give it a go and let us know how you like it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@lak7 if you haven’t already, join us on Discord and share what you build. we’d love to see it!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This could be a game-changer for solo founders or designers who want prototypes that actually work.\u201d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Exactly. When we started building Appwrite our mission was to empower developers. With Imagine we just want to empower – empower everyone. <\/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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> I’d go ahead and say you can build fully functional apps for all the things you never had the time for previously! There’s a lot of power to this. For many, it can be more than just a prototype!<\/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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thanks! Bias aside, that\u2019s the goal, real, working prototypes. I\u2019ve already built a few personal tools with Imagine and it\u2019s become my default.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">How do you prevent the common vibe-coding failure mode where iteration causes regressions (the app works at prompt #5 but breaks at #12)? What guardrails or architecture choices make edits safe over time?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Great question! We took a unique approach where we don’t do “dev mode” the traditional way developers do it. As a developer, you usually code in development mode where you can make changes and see them live on your screen. This is great for fast iteration locally, but one downside of this approach is that you need to wait for areas of your code to hydrate to see errors if there are any.<\/p>\n<\/p>\n<p>We solve this problem in a few ways:<\/p>\n<ul>\n<li>\n<p>We have our own custom build flow (based on Vite, built with Rust) that ensure builds are ultra fast (less than two seconds). This allows us to run a full build and type check for every change. This eliminates the vast majority of bugs.<\/p>\n<\/li>\n<li>\n<p>Even with build-time efforts to reduce broken code, runtime errors can still happen. As we encounter those, we have a pipeline that adds custom linting rules that are used as-needed. This further reduces the chance for code smells and runtime bad practices.<\/p>\n<\/li>\n<li>\n<p>Our sandboxes have a proprietary diagnostics server that performs checks on every file write, ensuring checks happen on the fly quickly before generation is even done, allowing the AI to self-correct before considering the job done. You will sometimes see this indicated as “Fixing errors…” in the workspace state.<\/p>\n<\/li>\n<li>\n<p>When errors do occur, Imagine is fully aware of logs across all surfaces. This includes client-side logs, server-side logs, and network errors. This really helps troubleshoot issues fast.<\/p>\n<\/li>\n<li>\n<p>We allow you to revert back to older versions. Since we define every app’s infra using Appwrite infrastructure-as-code, reverts apply to infrastructure as well. No state drift.<\/p>\n<\/li>\n<li>\n<p>QA agent is in the works – it will know your app, be able to use it, and catch the bugs on a separate branch before finalizing your change. Stay tuned!<\/p>\n<\/li>\n<\/ul>\n<p>Let me know if you have any questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>having backend, auth and deployment all in one place is the real value here. jumping between lovable and supabase and vercel gets messy fast even for simple projects.<\/p>\n<p>can you eject the code if you want to move off the platform later or is it locked in?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@topfuelauto\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topfuelauto<\/a> <strong>zero vendor-locking<\/strong>. You can export your code at any point in time and use Appwrite Cloud or your own self-hosted Appwrite instance (100% open source) with it to continue your project on your own terms.<\/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\/@topfuelauto\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topfuelauto<\/a> yes, Imagine lets you download the codebase of your project.<\/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\/@topfuelauto\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topfuelauto<\/a> 100% this! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I\u2019ve had pleasure of building and using imagine! I\u2019m here to answer any questions. \ud83d\ude42<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congratulations to the team \ud83c\udf89<\/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\/@francesco_ciulla\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@francesco_ciulla<\/a> Thank you Francesco!! \ud83d\udda4<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@francesco_ciulla\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@francesco_ciulla<\/a> thanks 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>It’s truly an amazing product. For people that don’t know coding, this is an amazing choice. It does all the backend, auth, etc. All in five minutes. I do think that the preview window can be made faster as it does take a while for it to load in. Other than that, it’s great! It even shows the code it made. In the future, they will be adding more backend features. Though I don’t need it as I know coding, it\u2019s great for people that have a great idea but don’t know how to code it.<\/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\/@avwave07\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avwave07<\/a> appreciate the feedback. A part of why the preview can take some time is that aside from just getting your changes up and running, Imagine has an additional code quality check to ensure that the generation code isn’t broken. This improves reliability of each generation substantially.<\/p>\n<\/p>\n<p>With that said, we will definitely explore whether we can make this process quicker.<\/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\/@avwave07\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@avwave07<\/a> Thank you so much for your feedback and support! Our focus right now was mainly on getting best possible generation quality together with Appwrite Cloud. We have many opportunities in how to make the entire flow much faster from the LLM work to the UI and sandboxes, and will get to it very soon \ud83e\udd1e<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats to the Appwrite team on launching Imagine.<br \/>\nI have been building with Appwrite for a long time and actively contribute to the Appwrite open source projects. I have also used Appwrite Cloud and Imagine, and it is great to see Imagine building real applications on top of Appwrite\u2019s infrastructure.<br \/>\nExcited to the support the launch and see where this goes.<\/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\/@abhi_varde\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abhi_varde<\/a> appreciate your kind words! Would love to see what you build with Imagine \ud83d\ude04<\/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\/@abhi_varde\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abhi_varde<\/a> Thank you so much for your support \ud83d\udda4<\/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>Does it also support creating smartphone apps? <\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Currently, it supports only web apps. However, supporting mobile apps is a part of our long-term vision.<\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> not just yet, but definitely something we have on our roadmap! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@busmark_w_nika hmm, if not then not really \u201cthe most complete AI builder\u201d!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Compelling that it’s all in one – you manage backend\/database? What if I want to bring my own Supabase database?<\/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\/@daniele_packard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniele_packard<\/a> One really cool feature that Imagine offers is an agent dedicated to provisioning cloud resources for our in-built backend offerings (database, storage, etc.). This substantially streamlines the process of configuring database tables, adding new indexes, setting up a storage bucket and so on with the appropriate permissions. <\/p>\n<p>That being said, Imagine does not restrict you from connecting to any external services via their APIs.<\/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\/@daniele_packard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniele_packard<\/a> Thanks for the kind words. Imagine is built on top of Appwrite Cloud, and both products are developed by the same team. This lets us treat them as a single, integrated system rather than stitching together separate services.<\/p>\n<\/p>\n<p>Appwrite already includes databases, authentication, storage, messaging, realtime, hosting, an edge network, and built-in security features. Imagine uses all of this directly when generating an app. The agent does not just write code – it provisions the backend, configures hosting, and wires everything together automatically.<\/p>\n<\/p>\n<p>Instead of toggling between Supabase for backend, Vercel for hosting, and an AI builder on top, you get one seamless experience. In most cases, you do not even need to know Appwrite is running in the background – it simply works as part of the product generation flow.<\/p>\n<\/p>\n<p>If you prefer Supabase, you can ask the agent to use it, but you will lose the native integration and end-to-end workflow that make Imagine shine.<\/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>Very nice!<\/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\/@sneas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sneas<\/a> Thank you Dimah! I hope you get a chance to try it out, excited to hear 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\">\n<p>Been duct taping Supabase + Vercel + random auth for side projects. Looks like this could fold that into one flow. Chat-to-app is neat, but I care about real backend + SSR + GDPR bits. I’ll try a tiny internal tool and see if it chokes.<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> looking forward to hearing about your experience!<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> excited to see how it works for you \ud83d\udda4<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> I look forward to your feedback. Feel free to add me on Discord as well if you have thoughts to share.<\/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\">Great product launch but I\u2019m wondering how are going to stand out from products like Rork?<\/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\/@ponikarovskii\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ponikarovskii<\/a> the Imagine team is the same team behind Appwrite. Imagine is the only vibe coding platform with full, mature, first party backend and cloud capabilities – already tested and used by +400,000 software engineers. <\/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\/@ponikarovskii\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ponikarovskii<\/a> Rork seems to be a pretty cool platform to generate cross-platform\/mobile apps, but I did not see much information on their website about any backend offerings aside from serverless functions, which are a staple for any real production-grade app.<\/p>\n<\/p>\n<p>Imagine is deeply integrated with Appwrite Cloud, so it comes with an already battle-tested backend infrastructure that is secure from the get-go, including dedicated offerings for databases, storage, auth (with a permissions system) and realtime events across all of these. Additionally, Imagine comes with a dedicated agent to handle provisioning of all these resources so you never need to write any separate code to automate backend management (or deal with it manually).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>looks amazing, 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\/@marek_nalikowski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marek_nalikowski<\/a>Thanks a lot! Appreciate the kind words \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@marek_nalikowski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marek_nalikowski<\/a> Thank you so much Marek! Excited for you to check out the product and share any feedback or questions you might have.<\/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>\ud83d\udd25\ud83d\udd25<\/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>Imagine will always be my favorite AI builder of all tools, especially being on the team and seeing the hard work being put in it. Amazing work 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<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks really clean! – Congrats on the launch Imagine team \ud83c\udf89<\/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\/@asadatnoodle\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asadatnoodle<\/a> thank you for your kind words! \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@asadatnoodle\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asadatnoodle<\/a> Thank you Asad! \ud83d\udda4<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">This looks amazing! I just have a few questions: 1. Can I freely pick what AI models to use during coding? Like Claude or gpt models? 2. Can I see and customize the code myself, or do I have to use the AI agent to code? 3. What types of database does Imagine support? For example, can it support vector database? Keyword search? 4. Does Imagine support collaborative coding of multiple developers? Thank you!<\/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\/@linjing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@linjing<\/a> <\/p>\n<ol>\n<li>\n<p>We don’t let you pick what models to use. We have a multi-agent architecture, and we need to make sure the agents work well together. Letting users decide what models to use would have a negative effect on the end result as it makes it less predictable for us.<\/p>\n<\/li>\n<li>\n<p>You can! We have a built-in editor for small edits, and you can also download the code. We are working on a two-way GitHub sync as well, so that you can connect to a GitHub repo and push changes, then Imagine will sync with your changes.<\/p>\n<\/li>\n<li>\n<p>We have first-class support for Appwrite Databases, as well as Appwrite Realtime Databases for real-time applications. You can always connect to any other database you’d like. Imagine will follow your instructions.<\/p>\n<\/li>\n<li>\n<p>Not yet, but I’d love to learn more about this idea and how you’d imagine it working (no pun intended), so we can take that feedback into account. <\/p>\n<\/li>\n<\/ol>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch team! Can’t wait to try it.\ud83e\udd42\ud83c\udf89<\/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\/@rbluena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rbluena<\/a> thanks a lot! Looking forward to seeing what you build \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rbluena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rbluena<\/a> Thank you Rabbi! Can’t wait to get your 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>What happens if I need a custom integration that isn’t supported by the AI agent yet? Is there a way to add ‘Server Functions’ manually to extend the app’s capability<\/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\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> Great question<\/p>\n<\/p>\n<p>Short answer: today, custom integrations aren\u2019t self-serve yet. We do have a clear roadmap for integrations, and we\u2019re prioritizing the ones we see users needing most.<\/p>\n<\/p>\n<p>That said, we <em>do<\/em> support extending capability via server-side functions on our end. If you have a specific integration or workflow in mind, tell us what you\u2019re trying to accomplish, we\u2019ve been working closely with early users to unblock these cases while the platform grows.<\/p>\n<\/p>\n<p>The goal is very much to make this fully extensible without waiting on us long-term.<\/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\">@lightninglx imagine builds a TanStack Start app so you can prompt it to create an API route to implement your server function.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> Worth adding – even if we don’t have a “plug and play” integration with the service you’re looking for, Imagine can still code it perfectly fine. I can search the web, read docs, write frontend code, write backend code, and just make it work. You’ll need to provide the env variables and that’s it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great work <a href=\"https:\/\/www.producthunt.com\/@eldad_fux\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"eldad_fux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eldad_fux<\/a> and the whole <a href=\"https:\/\/www.producthunt.com\/products\/appwrite\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"appwrite\" target=\"_blank\" rel=\"noopener\">@Appwrite<\/a> team! Excited to start building on <a href=\"https:\/\/www.producthunt.com\/products\/imagine-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"imagine-2\" target=\"_blank\" rel=\"noopener\">@Imagine<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@siahouchangnia thanks for the support! Make sure to join our discord server and share what you build. We’d love to check it out!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eldad_fux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eldad_fux<\/a>  <a href=\"https:\/\/www.producthunt.com\/@siahouchangnia\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@siahouchangnia<\/a> Thank you Sia! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! Tell me about the hosting. Is it public cloud, or can you self-host?<\/div>\n<div class=\"comment-actions\">\n<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\/@mike_demopoulos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mike_demopoulos<\/a> You can either host it on the Imagine platform (powered by Appwrite Sites), or you can export your app and host it anywhere else \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, not to sound rude or anything- How is this different from other no-code tools?<\/p>\n<p>I tried using this tools multiple times already, and aside from having Appwrite built into the product, I can’t find any features that place it above other existing tools like v0 or bolt.<\/p>\n<p>I’m curious if I’m missing something, or maybe using the tool incorrectly<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@raisfeld_ori\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raisfeld_ori<\/a> Not rude at all, it’s an important question. With Appwrite built-in, you get all the backend and hosting tools you need baked into the product.<\/p>\n<p>The traditional database, auth, storage and messaging without needing to integrate with Supabase or any other 3rd party. With Appwrite Sites you get integrated hosting, Vercel level, again – built in, including edge network, SSR, CDN and DDoS protection.<\/p>\n<p>The difference is in convenience and experience. With Appwrite being 100% open source and self-hostable – all this comes also with no vendor locking.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@raisfeld_ori\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@raisfeld_ori<\/a> Thanks for the question! Have you tried Imagine specifically yet? I encourage you to think of a prompt for a real complex product and provide it to both v0 and Imagine. Let us know how it went.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks really excellent, excited to try it out. Will it have in-app payment infrastructure, Stripe, etc.?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jimt1277\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimt1277<\/a> You can already integrate with external tools including Stripe, but we also plan to have a built-in integration for this. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@jimt1277 I recently implemented stripe integration with just one prompt! \ud83d\udd25\ud83d\ude80\ud83d\udcb2<\/div>\n<div class=\"comment-actions\">\n<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>Fully managed and “scalable” usually mean the platform automatically adjusts resources based on usage. Is its billing model sufficiently transparent and predictable? For a small application that may suddenly experience a traffic surge, how can I estimate and control potential hosting costs to avoid unexpected bills?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@peng_ye2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peng_ye2<\/a> Our free plan does not require you to add a credit card in advance. For paid plans, you can set a budget cap to prevent overcharges in case of a sudden surge in usage.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9283fd20-1bab-49dd-828e-a8810adec4bb.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/p>\n<p>You can view our current usage limits on our <a href=\"https:\/\/imagine.dev\/pricing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">pricing page<\/a>. Any future updates to this will be communicated in advance on our blog and via email.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@peng_ye2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peng_ye2<\/a> you’re correct, the system autoscale based on demand. We currently offer fixed amount of cloud usage under each plan, as we move forward we will also allow pay as you go add-ons similar to how we do on our Appwrite Cloud offering. Each user can also set an add-ons budget and set custom usage alert. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">Imagine has been such a pleasure to build with! It’s amazing the level of quality and completeness you can achieve with Imagine \ud83d\ude80<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/O65BBH2MMELIIG\" class=\"app-title\">Rumora<\/a><\/p>\n<div class=\"one-liner\">Promote your brand in viral TikTok & YouTube videos<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">330<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI\u5728TikTok\u548cYouTube\u70ed\u95e8\u89c6\u9891\u7684\u9876\u90e8\u8bc4\u8bba\u533a\u81ea\u7136\u690d\u5165\u54c1\u724c\u4fe1\u606f\uff0c\u4ee5\u4f4e\u6210\u672c\u5b9e\u73b0\u75c5\u6bd2\u5f0f\u66dd\u5149\u548c\u9ad8\u6548\u8f6c\u5316\u7684\u8bc4\u8bba\u8425\u9500\u81ea\u52a8\u5316\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\/8e731748-ad00-4c1b-b822-a4189c341c27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/23be0781-13c6-494e-be70-4b0f22d77ec8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6dcdaff5-fde3-4c0a-b674-75faf65d2d55.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84924ae7-c96a-4fa4-a325-859f34a4c607.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/497c1e1d-5d11-436d-8544-164857f4d16f.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\">Growth Hacking<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bc4\u8bba\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u9ed1\u5ba2<\/span><br \/>\n <span class=\"tag\">\u53e3\u7891\u8425\u9500<\/span><br \/>\n <span class=\"tag\">TikTok\u8425\u9500<\/span><br \/>\n <span class=\"tag\">YouTube\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u66dd\u5149<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u83b7\u53d6<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u75c5\u6bd2\u4f20\u64ad<\/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\u521b\u65b0\u6027\u4e0e\u6f5c\u5728\u4ef7\u503c\uff0c\u5173\u6ce8\u70b9\u96c6\u4e2d\u4e8e\uff1a\u8bc4\u8bba\u5982\u4f55\u907f\u514d\u88ab\u5e73\u53f0\u5224\u5b9a\u4e3a\u5783\u573e\u4fe1\u606f\uff1bAI\u5982\u4f55\u7cbe\u51c6\u5339\u914d\u89c6\u9891\u5185\u5bb9\u4ee5\u786e\u4fdd\u8bc4\u8bba\u81ea\u7136\u3001\u4e0d\u7a81\u5140\uff1b\u662f\u5426\u652f\u6301\u6309\u5730\u7406\u533a\u57df\u5b9a\u4f4d\uff1b\u4ee5\u53ca\u4f7f\u7528\u771f\u5b9e\u8001\u8d26\u53f7\u548c\u8f6e\u6362\u53d1\u5e03\u65f6\u95f4\u7b49\u7b56\u7565\u7ec6\u8282\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 Rumora\u672c\u8d28\u4e0a\u662f\u4e00\u6b3e\u5c06\u201c\u589e\u957f\u9ed1\u5ba2\u201d\u5f0f\u624b\u52a8\u64cd\u4f5c\u4ea7\u54c1\u5316\u3001\u89c4\u6a21\u5316\u7684\u5de5\u5177\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u98a0\u8986\uff0c\u800c\u662f\u5bf9\u4e00\u79cd\u5df2\u88ab\u9a8c\u8bc1\u7684\u201c\u7070\u8272\u201d\u589e\u957f\u624b\u6bb5\u7684\u5de5\u4e1a\u5316\u6539\u9020\uff1a\u5c06\u521b\u59cb\u4eba\u624b\u52a8\u5728\u70ed\u95e8\u89c6\u9891\u4e0b\u201c\u8f6f\u5e7f\u201d\u8bc4\u8bba\u7684\u6210\u529f\u7ecf\u9a8c\uff0c\u5305\u88c5\u6210\u53ef\u6279\u91cf\u590d\u5236\u7684\u81ea\u52a8\u5316\u670d\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u6293\u4f4f\u4e86\u4e24\u4e2a\u5e73\u53f0\u751f\u6001\u7684\u5171\u6027\u75db\u70b9\uff1a\u5185\u5bb9\u6d88\u8d39\u7684\u7ec8\u70b9\u5f80\u5f80\u662f\u8bc4\u8bba\u533a\uff0c\u800c\u9876\u7ea7\u6d41\u91cf\u4e0b\u7684\u5934\u90e8\u8bc4\u8bba\u5177\u6709\u6781\u9ad8\u7684\u54c1\u724c\u66dd\u5149\u4ef7\u503c\u3002\u5176\u5ba3\u79f0\u7684\u201c3\u500d\u4e8e\u5e7f\u544a\u7684\u8f6c\u5316\u7387\u201d\u548c\u201c7\u5929\u4fdd\u8bc110\u4e07+\u89e6\u8fbe\u201d\u7684\u627f\u8bfa\uff0c\u76f4\u51fb\u4e86\u4e2d\u5c0f\u4f01\u4e1a\u548c\u72ec\u7acb\u5f00\u53d1\u8005\u201c\u5efa\u7ad9\u6613\u3001\u83b7\u5ba2\u96be\u201d\u7684\u8425\u9500\u7126\u8651\uff0c\u5c24\u5176\u662f\u5bf9\u5e7f\u544a\u9884\u7b97\u654f\u611f\u6216\u7f3a\u4e4f\u8425\u9500\u6e20\u9053\u7684\u56e2\u961f\u6781\u5177\u8bf1\u60d1\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u6f5c\u85cf\u591a\u91cd\u98ce\u9669\u3002\u9996\u8981\u98ce\u9669\u662f\u5e73\u53f0\u653f\u7b56\u7684\u201c\u8fbe\u6469\u514b\u5229\u65af\u4e4b\u5251\u201d\u3002TikTok\u548cYouTube\u5bf9\u5783\u573e\u8bc4\u8bba\u548c\u64cd\u7eb5\u884c\u4e3a\u7684\u6253\u51fb\u65e5\u8d8b\u4e25\u5389\uff0c\u5373\u4fbf\u4f7f\u7528\u201c\u771f\u5b9e\u8001\u8d26\u53f7\u201d\u548c\u201cAI\u751f\u6210\u81ea\u7136\u8bc4\u8bba\u201d\uff0c\u5927\u89c4\u6a21\u3001\u6709\u7ec4\u7ec7\u7684\u8bc4\u8bba\u8425\u9500\u884c\u4e3a\u672c\u8d28\u4e0a\u4ecd\u5728\u8bd5\u63a2\u5e73\u53f0\u89c4\u5219\u7684\u8fb9\u754c\uff0c\u5b58\u5728\u88ab\u5927\u89c4\u6a21\u5c01\u7981\u6216\u7b97\u6cd5\u964d\u6743\u7684\u7cfb\u7edf\u6027\u98ce\u9669\u3002\u5176\u6b21\uff0c\u968f\u7740\u7c7b\u4f3c\u5de5\u5177\u589e\u591a\uff0c\u8bc4\u8bba\u533a\u201c\u8f6f\u5e7f\u201d\u6cdb\u6ee5\u5c06\u5bfc\u81f4\u7528\u6237\u4fe1\u4efb\u5ea6\u548c\u4f53\u9a8c\u4e0b\u964d\uff0c\u6700\u7ec8\u53ef\u80fd\u53cd\u566c\u8425\u9500\u6548\u679c\uff0c\u5f62\u6210\u201c\u5185\u5377\u201d\u3002\u6700\u540e\uff0c\u5176\u4ef7\u503c\u4e25\u91cd\u4f9d\u8d56\u4e8e\u89c6\u9891\u7684\u201c\u75c5\u6bd2\u6027\u201d\uff0c\u8fd9\u662f\u4e00\u79cd\u4e0d\u7a33\u5b9a\u6d41\u91cf\uff0c\u54c1\u724c\u66dd\u5149\u867d\u9ad8\uff0c\u4f46\u53d7\u4f17\u7cbe\u51c6\u5ea6\u548c\u54c1\u724c\u5f62\u8c61\u5efa\u8bbe\u7684\u6df1\u5ea6\u5b58\u7591\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cRumora\u662f\u4e00\u4e2a\u5728\u73b0\u884c\u5e73\u53f0\u89c4\u5219\u7f1d\u9699\u4e2d\u5bfb\u6c42\u89c4\u6a21\u5316\u589e\u957f\u7684\u201c\u673a\u4f1a\u4e3b\u4e49\u201d\u4ea7\u54c1\u3002\u5b83\u77ed\u671f\u5185\u53ef\u80fd\u6210\u4e3a\u9884\u7b97\u6709\u9650\u56e2\u961f\u7684\u6d41\u91cf\u731b\u836f\uff0c\u4f46\u957f\u671f\u770b\uff0c\u5176\u751f\u5b58\u6839\u57fa\u5efa\u7acb\u5728\u4e0d\u65ad\u53d8\u5316\u7684\u5e73\u53f0\u89c4\u5219\u548c\u672a\u88ab\u6c61\u67d3\u7684\u8bc4\u8bba\u533a\u751f\u6001\u4e4b\u4e0a\uff0c\u53ef\u6301\u7eed\u6027\u9762\u4e34\u4e25\u5cfb\u6311\u6218\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7279\u5b9a\u9636\u6bb5\u7684\u6218\u672f\u5de5\u5177\uff0c\u800c\u975e\u957f\u671f\u7684\u54c1\u724c\u5efa\u8bbe\u6218\u7565\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\">Rumora<\/span>\n <\/div>\n<div class=\"comment-content\">Rumora finds viral videos in your niche and places your brand naturally in the top comments. As videos blow up, users see your name, Google it, and convert at 3x higher rates than ads. Now with full TikTok support. 100k+ reach in 7 days, guaranteed.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\ude80<\/p>\n<p>We’re back with our biggest update yet: full TikTok support.<br \/>For those new here\u2014Rumora is a comment marketing platform that places your brand in the top comments of viral videos. When viewers see your name mentioned naturally, they get curious, Google it, and land on your site.<\/p>\n<p>The backstory:<br \/>After launching 6 products in 2024, @whoisrade and I faced the classic founder struggle: building is easy, getting users is brutal. For our SaaS tool Olovka AI ($9.95\/mo), ads just didn’t make sense\u2014the payback was too long.<\/p>\n<p>So we started manually commenting on viral YouTube videos. Thoughtful, relevant comments that subtly mentioned our product. As those videos racked up millions of views, people noticed, Googled us, and signed up.<\/p>\n<p>Result: 24,000+ signups in a few months. Zero ad spend.<br \/>But doing it manually was exhausting\u2014finding videos, writing comments, tracking what got shadow-banned, boosting visibility. We built Rumora to automate the whole thing.<\/p>\n<p>What’s new: TikTok is here \ud83c\udf89<br \/>Since launch, TikTok has been our #1 requested feature. Today it’s live:<\/p>\n<p>\ud83d\udcf1 TikTok Video Discovery \u2013 Find trending TikTok videos in your niche, or let AI discover them automatically<br \/>\ud83d\udcac AI-Generated Comments \u2013 Relevant comments based on actual video content (not generic spam)<br \/>\ud83d\udc65 Real Aged Accounts \u2013 Posted from thousands of real TikTok accounts with authentic history<br \/>\ud83d\udcca Full Analytics \u2013 Track reach, position, and engagement across both platforms<\/p>\n<p>How it works:<br \/>1\ufe0f\u20e3 Add TikTok or YouTube videos (manually or let AI find them)<br \/>2\ufe0f\u20e3 Review AI-generated comments that naturally mention your brand<br \/>3\ufe0f\u20e3 Approve the sequence\u2014we post, upvote daily, and track everything<br \/>4\ufe0f\u20e3 Watch as viewers Google your brand and convert<\/p>\n<p>Why TikTok matters:<br \/>TikTok’s comment sections are even more active than YouTube’s. Shorter videos, faster virality, highly engaged audiences scrolling through comments. It’s a goldmine for brand discovery\u2014and almost no one is doing this strategically yet.<\/p>\n<p>Our guarantee:<br \/>100k+ people reached in 7 days, or full refund. No risk.<\/p>\n<p>Resources:<br \/>\ud83d\udcd6 Full case study (how we grew Olovka from 500 to 24k users): <a href=\"https:\/\/rumora.ai\/case-studies\/olovka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/rumora.ai\/case-studies\/olovka<\/a><br \/>\ud83c\udfa5 Product demo: <a href=\"https:\/\/rumora.ai\/demo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/rumora.ai\/demo<\/a><\/p>\n<p>\ud83d\udcda Manual guide (if you want to try it yourself first): <a href=\"https:\/\/rumora.ai\/blog\/youtube-comment-strategy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/rumora.ai\/blog\/youtube-comment-strategy<\/a><\/p>\n<p>Would love to hear your feedback! What features would make Rumora more useful for your startup? \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@whoisrade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@whoisrade<\/a>  <a href=\"https:\/\/www.producthunt.com\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> 24k signups from comments is wild. i always scroll through comments on viral videos but never thought of it as a marketing channel.<\/p>\n<p>quick question, how do you make sure comments dont get flagged as spam? especially on tiktok where moderation is pretty aggressive.<\/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\/@whoisrade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@whoisrade<\/a>  <a href=\"https:\/\/www.producthunt.com\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> Congrats Nikola! Very cool, wish you the best with this! \ud83c\udf89<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@whoisrade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@whoisrade<\/a>  <a href=\"https:\/\/www.producthunt.com\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> WOW ! I can’t just wait to try 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\">Sounds really interesting, we\u2019d definitely try it with our AI detector<br \/>\nHuge congrats, Nikola!<\/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\/@nastassia_k\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nastassia_k<\/a> Thank you so much, Nastassia! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>interesting<\/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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thanks so much, Madalina! \ud83d\ude4c Really appreciate your support.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This sounds perfect. I’m in the process of building my own product and will launch it here soon.<br \/>\nMarketing is one of the problems that i’ve been thinking about and couldn’t find any viable solution yet.<\/p>\n<p>I’ll try to see how the onboarding goes with Rumora and will update here if I encounter any issues.<\/p>\n<p>Thank you and congrats \ud83d\ude42<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabi16\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabi16<\/a> Thanks so much, Gabriel! \ud83d\ude4c Really excited to hear about your upcoming launch. Marketing is always tricky at the start, so I hope Rumora can make it a bit easier. During onboarding and while creating your brand, feel free to reach out if you have any questions – we\u2019re happy to help!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@djordjevic_nikola i will, what caught my eye is the free trial, which means i have enough time to gainsome traction before i start making money with my app in order to pay for your service.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How do you match a product to a TikTok video in a way that reaches the right audience and doesn\u2019t feel spammy?<br \/>Do you analyze the video content itself, or just the comments under the video?<\/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\/@olya_vasilevskaya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olya_vasilevskaya<\/a> Thanks for support, Olga! \ud83d\ude4c<\/p>\n<\/p>\n<p>We make sure comments feel natural and reach the right audience by analyzing the video content itself, not just the comments. Our AI looks at the theme, tone, and context of the video, as well as existing conversation in the comments, before generating any suggestions.<\/p>\n<\/p>\n<p>The brand mention is always subtle and all comments are designed to participate in the conversation first, never spammy or link-dropped. Users can review, edit, pause, or adjust comments before posting, giving full control over what goes out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really amazing. Loved the concept of the project!<br \/>Congrats<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> Thank you so much! \ud83d\ude4f Really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations! Will definitely try it after launching my new product, looks intriguing!<\/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\/@natella_nuralieva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@natella_nuralieva<\/a> Thanks so much! \ud83d\ude4c Can\u2019t wait to hear what you think once you try it. Best of luck with your 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really interesting idea and could see the potential! From your experience, do moderators ever start tracking down these kinds of posts?<\/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\/@david_chen37\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_chen37<\/a> Before posting anything, we analyze the video, its context, and existing comments. Our AI then creates human-like comments that naturally fit the conversation and subtly mention the brand. This way, the comments feel organic and not spammy, and we stay within platform guidelines.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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><a href=\"https:\/\/www.producthunt.com\/@whoisrade\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"whoisrade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@whoisrade<\/a> Congratulations. And happy product launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@huisong_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huisong_li<\/a> Thanks so much! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting approach! But how do you ensure comments feel <em>organic<\/em> and not spammy?<\/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\/@zypressen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zypressen<\/a> We make sure comments feel organic by analyzing the video, content, and existing comments before generating anything. Our AI then creates contextually relevant comments that naturally fit the conversation.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the real account angle, it\u2019s what makes automation feel human. Do you also rotate posting times for better visibility?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thanks so much! \ud83d\ude4c Rumora posts one comment at a time, if a comment doesn\u2019t reach a top position, it waits before posting the next one in the sequence. This helps keep engagement natural and maximizes visibility.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>good luck <a href=\"https:\/\/www.producthunt.com\/@djordjevic_nikola\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> <a href=\"https:\/\/www.producthunt.com\/@whoisrade\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"whoisrade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@whoisrade<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p> <a href=\"https:\/\/www.producthunt.com\/@neelptl2602\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neelptl2602<\/a> Thanks so much, Neel! Really appreciate it \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a solopreneur and a vibecoder, l’m experiencing the same issue:<br \/>Production is easy especially with AI tools but when it comes to marketing & user acquisition, the process’s already brutal and if you have limited marketing budget and are lack of community, it feels nightmare!<br \/>Consequently, this tool seems really useful to me. <br \/>Does Rumora creates tiktok videos also? <br \/>If not, which tool do you recommend for viral video generation that works suitably with Rumora? <\/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\/@eren_kiratli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eren_kiratli<\/a> Thanks so much for your support! \ud83d\ude4c Rumora doesn\u2019t create TikTok videos itself \u2014 instead, it finds videos that are relevant to your brand and niche. After analyzing the video content, topic, and existing comments, Rumora generates human-like comments that subtly mention your brand, helping you engage naturally with the audience.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Can we filter by geographical regions to ensure our comments are seen by users in specific markets like the US?<\/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\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> Thanks for your support! You can target videos by language, which effectively lets your comments reach users in specific linguistic regions. This way, your comments reach the right audience and stay relevant to the video context.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks like a really useful product for increasing visibility and seo. Well done.<\/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\/@bhu_1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhu_1<\/a> We\u2019re glad you see the SEO and visibility value \u2014 that\u2019s exactly the problem we\u2019re aiming to solve. Really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats team on the launch? \ud83e\udd42\ud83c\udf89<\/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\/@rbluena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rbluena<\/a> Thanks a lot, Rabii! \ud83e\udd42\ud83c\udf89<\/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>Congratulations on the launch \ud83c\udf89 \ud83c\udf89 <\/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\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Really appreciate the support \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>naturally is the hard part generic comments get buried instantly. how does the ai make sure the comment actually fits the specific video context so it doesn’t look like spam?<\/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\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> Great question, that\u2019s exactly what we focus on. Rumora analyzes each video\u2019s actual context (caption, topic, sentiment, and existing comments) before generating anything. Comments are written as natural human reactions, with the brand mentioned subtly – and before anything goes live, users can review, edit, or reject them. The goal isn\u2019t volume, but comments that blend in and feel authentic.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Amazing approach, never thought of it before! I’ll try it out thanks <a href=\"https:\/\/www.producthunt.com\/@djordjevic_nikola\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> and <a href=\"https:\/\/www.producthunt.com\/@whoisrade\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"whoisrade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@whoisrade<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vuknikolic\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vuknikolic<\/a> Thanks Vuk! \ud83d\ude4c Let us know how it goes. We’re here if you need anything!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A really interesting idea. Every indie developer can tell you how difficult it is to market your product without a budget.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@plluczak\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@plluczak<\/a> 100% – that’s exactly why we built this. Traditional marketing is either expensive or takes forever. Comments on viral videos are free real estate that nobody’s using yet. Glad you found us! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Comment-based promotion can backfire if it feels inauthentic or triggers platform enforcement. What specific safeguards do you use to keep comments contextually relevant and to reduce removals\/shadowbans\u2014and how do you communicate realistic risk to customers?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Before anything is posted, we analyze the video content, its theme, tone, and existing comments. Comments are generated to participate in the conversation first, with the brand mention kept subtle, never link-dropped or promotional by default.<\/p>\n<\/p>\n<p>On the enforcement side, we avoid behaviors that typically trigger removals or shadowbans:<\/p>\n<p>\u2022 posting from real, aged accounts with existing activity<\/p>\n<p>\u2022 limiting frequency and repetition<\/p>\n<p>\u2022 avoiding identical phrasing across videos<\/p>\n<p>\u2022 no direct CTAs or outbound links in comments<\/p>\n<\/p>\n<p>All comments are reviewable before posting, and users can edit, delete, pause, or adjust at any time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">one more question- my brand has a very particular tone… is there a way to set that up so the comments reflect my brand authentically? …without sounding obviously ai generated?<\/div>\n<div class=\"comment-actions\">\n<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\/@troy_carr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@troy_carr<\/a> Yes! When you create your brand, you add a target audience and description with the tone you’re after. The AI uses that context + the video transcript to generate 50-100 comment candidates, then runs them through an AI simulation to filter out anything that sounds spammy or obviously AI-generated. Only the top 5-15 that are most likely to succeed make it to your queue. You review, edit, or regenerate before anything posts – nothing goes live without your approval.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">wow this looks incredible. I’m going to check out your ROI calculator later on and see if makes sense for my businesses. quick question – any estimates on percentages of people that actually follow the path and land on my site?<\/div>\n<div class=\"comment-actions\">\n<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\/@troy_carr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@troy_carr<\/a> Thanks Troy! Great question – it varies greatly – we’ve seen 0.5-8% of people who read the comment actually Google the brand. The more niche and curiosity-sparking your mention, the higher it goes. A unique gardening tool mentioned in a gardening video will crush it; a generic e-commerce store on a broad motivational video, not so much. You can track the lift directly in Google Search Console by filtering for your brand name before and after.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congratulations on the launch! It’s certainly an interesting product and I’d love to jump on it.<\/p>\n<p>I have a couple of questions:<\/p>\n<p>How do you make sure that your comment stays on top among hundreds of other messages pouring in on a viral video?<\/p>\n<p>Does it optimize comment, posting time, or profile selection to post on the go based on the user data and engagement analytics?<\/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 the update! Automating comment marketing across YouTube and TikTok is interesting, especially with how discovery happens in comment sections. How do you think about staying on the right side of platform moderation and shadow-bans at scale, and what signals do you use to decide when a comment feels natural versus risky?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 interesting approach. A lot of brands struggle with getting noticed in comments without it feeling forced or spammy, especially on TikTok where the line is thin. I like that you\u2019re leaning into discovery at the moment attention actually peaks, instead of pulling users away too early. Curious to see how this evolves as more startups experiment with comment-led distribution.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Does it learn on the style of the comments if you edit them manually?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/RUEAXQYKID5CQE\" class=\"app-title\">AutoSend<\/a><\/p>\n<div class=\"one-liner\">Email for Developers, Marketers, and AI Agents<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">294<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>AutoSend\u662f\u4e00\u6b3e\u4e3a\u5f00\u53d1\u8005\u548c\u589e\u957f\u56e2\u961f\u6253\u9020\u7684\u7535\u5b50\u90ae\u4ef6\u5e73\u53f0\uff0c\u901a\u8fc7\u6309\u53d1\u9001\u91cf\u8ba1\u8d39\u3001\u5185\u7f6e\u5168\u7403\u90ae\u4ef6\u9a8c\u8bc1\u4e0e\u52a8\u6001\u6291\u5236\u5f15\u64ce\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u90ae\u4ef6\u670d\u52a1\u56e0\u6309\u8054\u7cfb\u4eba\u5b58\u50a8\u6536\u8d39\u800c\u60e9\u7f5a\u7528\u6237\u589e\u957f\u3001\u4ee5\u53ca\u90ae\u4ef6\u9001\u8fbe\u7387\u4e0e\u53d1\u9001\u8005\u58f0\u8a89\u7ba1\u7406\u590d\u6742\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8f8eed73-f45c-44eb-88c8-ababc3618101.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\/eb42e82b-5bcb-401a-953f-f50f265a6b55.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\/627f3f04-e4bb-480e-b467-a13f48bad07e.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\/72a9378c-7431-4d84-a230-afa62eda80c0.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\/81c315cc-6da2-4a44-9bac-f96d8ef7bd78.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\/897e39a4-e0bc-4c5f-adf0-5d8654f2e917.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\">Email<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7535\u5b50\u90ae\u4ef6\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e8b\u52a1\u6027\u90ae\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6309\u91cf\u8ba1\u8d39<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u9001\u8fbe\u7387<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u53cb\u597d<\/span><br \/>\n <span class=\"tag\">Resend\u9002\u914d<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6d1e\u5bdf<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u4e3b\u8981\u8ba4\u53ef\u5176\u98a0\u8986\u6027\u7684\u6309\u53d1\u9001\u91cf\u8ba1\u8d39\u6a21\u5f0f\u3001\u4e3a\u5f00\u53d1\u8005\u4f18\u5316\u7684\u4f53\u9a8c\uff08\u5982Resend\u9002\u914d\u5668\u3001Notion\u98ce\u683c\u7f16\u8f91\u5668\uff09\u4ee5\u53ca\u5b9e\u7528\u7684\u6d1e\u5bdf\u4eea\u8868\u76d8\u3002\u56e2\u961f\u900f\u9732\u4ea7\u54c1\u6e90\u4e8e\u81ea\u8eab\u75db\u70b9\uff08Peerlist\u5185\u90e8\u5de5\u5177\uff09\u3002\u6709\u7528\u6237\u8be2\u95ee\u4e0eResend API\u7684\u529f\u80fd\u5bf9\u6bd4\uff0c\u56e2\u961f\u56de\u590d\u9664\u5165\u7ad9\u90ae\u4ef6\u89e3\u6790\u5916\u5747\u652f\u6301\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n AutoSend\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u90ae\u4ef6\u670d\u52a1\uff08ESP\uff09\u7684\u8bde\u751f\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u884c\u4e1a\u9648\u65e7\u5b9a\u4ef7\u903b\u8f91\u4e0e\u4ef7\u503c\u9519\u914d\u7684\u7cbe\u51c6\u72d9\u51fb\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u529f\u80fd\u5806\u780c\u2014\u2014\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u3001Markdown\u7f16\u8f91\u5668\u3001\u5b9e\u65f6Webhook\u7b49\u5df2\u662f\u8d5b\u9053\u6807\u914d\u2014\u2014\u800c\u5728\u4e8e\u4e24\u5927\u6df1\u5c42\u91cd\u6784\uff1a\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u662f\u5b9a\u4ef7\u4f26\u7406\u7684\u91cd\u6784\u3002\u5c06\u6536\u8d39\u57fa\u51c6\u4ece\u201c\u8054\u7cfb\u4eba\u5b58\u50a8\u91cf\u201d\u626d\u8f6c\u4e3a\u201c\u5b9e\u9645\u53d1\u9001\u91cf\u201d\uff0c\u76f4\u63a5\u523a\u7a7f\u4e86\u884c\u4e1a\u5fc3\u7167\u4e0d\u5ba3\u7684\u201c\u589e\u957f\u7a0e\u201d\u6f5c\u89c4\u5219\u3002\u8fd9\u4e0d\u4ec5\u662f\u5546\u4e1a\u6a21\u5f0f\u7684\u521b\u65b0\uff0c\u66f4\u662f\u4e0e\u5f00\u53d1\u8005\u53ca\u589e\u957f\u56e2\u961f\u7684\u4ef7\u503c\u5bf9\u9f50\uff1a\u5ba2\u6237\u4e0d\u5e94\u4e3a\u6570\u636e\u6c89\u6dc0\u7684\u5386\u53f2\u8d1f\u62c5\u4ed8\u8d39\uff0c\u800c\u53ea\u4e3a\u4ea7\u751f\u7684\u5b9e\u9645\u4ef7\u503c\uff08\u89e6\u8fbe\uff09\u4e70\u5355\u3002\u6b64\u4e3e\u53ef\u80fd\u8feb\u4f7f\u6574\u4e2a\u8d5b\u9053\u91cd\u65b0\u5ba1\u89c6\u5176\u5b9a\u4ef7\u5408\u7406\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u662f\u6570\u636e\u4ef7\u503c\u7684\u91cd\u6784\u3002\u5b83\u5ba3\u79f0\u201c\u9ed8\u8ba4\u63d0\u4f9b\u6d1e\u5bdf\u201d\uff0c\u65e8\u5728\u5c06\u90ae\u4ef6\u6570\u636e\u4eceESP\u7684\u201c\u9ed1\u7bb1\u201d\u8f6c\u5316\u4e3a\u9a71\u52a8\u4ea7\u54c1\u51b3\u7b56\u7684\u201c\u71c3\u6599\u201d\u3002\u8fd9\u76f4\u6307\u4f20\u7edf\u90ae\u4ef6\u670d\u52a1\u7684\u8f6f\u808b\uff1a\u5b83\u4eec\u6536\u96c6\u6d77\u91cf\u6570\u636e\u5374\u758f\u4e8e\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u667a\u80fd\u5206\u6790\uff0c\u8ba9\u7528\u6237\u9677\u5165\u201c\u53d1\u9001\u5373\u7ed3\u675f\u201d\u7684\u76f2\u533a\u3002AutoSend\u8bd5\u56fe\u5c06\u5e73\u53f0\u89d2\u8272\u4ece\u201c\u7ba1\u9053\u201d\u5347\u7ea7\u4e3a\u201c\u53c2\u8c0b\u201d\uff0c\u63d0\u5347\u7528\u6237\u7684\u51b3\u7b56\u6548\u7387\u4e0e\u4fe1\u5fc3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u4f5c\u4e3a\u4ece\u5185\u90e8\u5de5\u5177\u5b75\u5316\u51fa\u7684\u4ea7\u54c1\uff0c\u80fd\u5426\u5728\u529f\u80fd\u5e7f\u5ea6\u3001\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e0e\u5927\u89c4\u6a21\u8fd0\u7ef4\u7ecf\u9a8c\u4e0a\uff0c\u4e0e\u6210\u719f\u5de8\u5934\u5168\u9762\u6297\u8861\uff1f\u5176\u201cAI\u53cb\u597d\u201d\u7684\u5b9a\u4f4d\u867d\u5951\u5408\u8d8b\u52bf\uff0c\u4f46\u5177\u4f53\u5dee\u5f02\u5316\u4f18\u52bf\u5c1a\u5f85\u660e\u6670\u3002\u6b64\u5916\uff0c\u6309\u53d1\u9001\u91cf\u8ba1\u8d39\u5728\u65e9\u671f\u867d\u53cb\u597d\uff0c\u4f46\u5728\u8d85\u5927\u89c4\u6a21\u53d1\u9001\u573a\u666f\u4e0b\uff0c\u5176\u6210\u672c\u7ed3\u6784\u662f\u5426\u4f9d\u7136\u5177\u5907\u4f18\u52bf\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cAutoSend\u662f\u4e00\u6b3e\u5e26\u6709\u9c9c\u660e\u201c\u5f00\u53d1\u8005\u6b63\u4e49\u201d\u8272\u5f69\u7684\u4ea7\u54c1\u3002\u5b83\u6ca1\u6709\u9009\u62e9\u5728\u529f\u80fd\u7ea2\u6d77\u4e2d\u8089\u640f\uff0c\u800c\u662f\u806a\u660e\u5730\u653b\u51fb\u4e86\u884c\u4e1a\u5728\u5b9a\u4ef7\u4e0e\u6570\u636e\u900f\u660e\u5ea6\u4e0a\u7684\u201c\u5171\u8bc6\u6027\u5f31\u70b9\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u68c0\u9a8c\u5e02\u573a\u5bf9\u201c\u4ef7\u503c\u516c\u5e73\u201d\u4e0e\u201c\u5de5\u5177\u7406\u6027\u201d\u7684\u6e34\u671b\uff0c\u662f\u5426\u5f3a\u70c8\u5230\u8db3\u4ee5\u64bc\u52a8\u73b0\u6709\u683c\u5c40\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\">AutoSend<\/span>\n <\/div>\n<div class=\"comment-content\">AutoSend is an email platform for developers who need reliable transactional and marketing emails without pricing headaches.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">We’ve been working on AutoSend for a while now, and it feels great to finally put it out there. It’s an email delivery platform built for developers and growing teams who need reliable transactional and marketing emails without the usual pricing headaches.<\/p>\n<p>We’ve built a global email validation and dynamic suppression engine that’s included free with every plan. It automatically catches invalid addresses, removes hard bounces, and manages suppression lists across your account so your sender reputation stays clean without any extra work.<\/p>\n<p>Beyond that, you get a Notion-style email builder with markdown support, visual automation workflows for drip campaigns and triggered sequences, real-time webhooks, a spam checker to test your emails before sending, and a developer-friendly API with SDKs and a Resend adapter for easy migration. We also offer team collaboration features, dynamic segmentation, and detailed analytics.<\/p>\n<p>Where we really differ is pricing. Most providers charge based on how many contacts you store, which means you’re penalized for growing your user base or keeping historical data. AutoSend prices by monthly sending volume instead. You only pay for what you actually send.<\/p>\n<p>The whole platform was originally built to solve our own email problems at Peerlist before we spun it out as a standalone product. So everything is designed around what developers and growing teams actually need, not what looks good on a feature comparison chart.<\/p><\/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>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@heyyogini\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyyogini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyyogini<\/a> and <a href=\"https:\/\/www.producthunt.com\/@designerdada\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"designerdada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@designerdada<\/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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@designerdada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@designerdada<\/a> This hits different\u2014<em>finally<\/em> an email platform built for devs that fixes the stupid contact storage pricing scam \ud83e\udd2f Free validation\/suppression + Resend adapter + Notion-style builder? Total no-brainer for growing teams. Instantly adding this to the stack!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@designerdada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@designerdada<\/a> Congratulations on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the Launch Autosend 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\/@akashrajpurohit\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akashrajpurohit<\/a> Thanks Akash!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 folks \ud83d\udc4b <br \/>Designer from the AutoSend team here. Hope you enjoy what we\u2019ve built! Happy to answer any questions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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 team. Whats the one “shut up and take my money” element that you’re going for?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ritiksharmarj\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ritiksharmarj<\/a> This dashboard will reduce all the anxiety before sending that big campaign! \ud83d\ude03<\/p>\n<p>AutoSend don’t only show you analytics and reports but shares actionable insights too!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/155a08a2-babe-4161-b887-33396b339055.jpeg?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>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\">Congratulations on the launch @designerdada @heyyogini \ud83c\udf89<\/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\/@heyyogini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyyogini<\/a>  <a href=\"https:\/\/www.producthunt.com\/@madospace\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madospace<\/a> Thank you so much Madhu! \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>Hey everyone, thanks so much for checking out AutoSend!<\/p>\n<p>We’ve been working on this for the last 4 months, and it finally feels ready.<\/p>\n<p>AutoSend started as an internal tool for Peerlist. We were tired of flying blind with our email data. Our automation emails weren’t showing up in activity logs. We had no way to debug failures. And we were getting charged more just for growing our user base. So we built our own solution.<\/p>\n<p><strong>What makes AutoSend different:<\/strong><\/p>\n<ol>\n<li>\n<p><strong>Insights by default.<\/strong> ESPs collect a ton of data but don’t surface it in a way that helps you make decisions. We think your email data should inform your product decisions, not sit in a black box.<\/p>\n<\/li>\n<li>\n<p><strong>Volume-based pricing.<\/strong> We charge based on emails sent, not contacts stored. You shouldn’t be punished for growing.<\/p>\n<\/li>\n<li>\n<p><strong>User experience first.<\/strong> Whether you’re a developer debugging OTP failures or a marketer analyzing campaign performance, you should feel confident, not overwhelmed. We want emails to feel approachable, not intimidating.<\/p>\n<\/li>\n<li>\n<p><strong>LLM-friendly everything.<\/strong> Our API and docs are designed to work seamlessly with AI coding tools like Claude and Cursor.<\/p>\n<\/li>\n<\/ol>\n<p>We’re using AutoSend ourselves every day at Peerlist, and we’re excited to share it with you. Would love to hear your feedback!<\/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>Congratulations on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> Thank you for the support Preet! <\/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\/@preetmishra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@preetmishra<\/a> Thank you Preet! \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>Peak Design for such a software<br \/>Loved the whole vibe and details added.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@amanshakya0018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amanshakya0018<\/a> Thanks a ton Aman!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, team! \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aditya_oberai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aditya_oberai<\/a> Thank you Aditya and all the best to you too \ud83d\ude03<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats <a href=\"https:\/\/www.producthunt.com\/@designerdada\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"designerdada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@designerdada<\/a> <a href=\"https:\/\/www.producthunt.com\/@heyyogini\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyyogini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyyogini<\/a> on the launch \ud83d\ude80 <\/p>\n<\/p>\n<p>Been using Autosend for a while and would highly recommend to use it. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love seeing products built by people who\u2019ve actually lived the problem. Autosend has been a solid addition for us at SaaS Insider. Big congrats to <a href=\"https:\/\/www.producthunt.com\/@heyyogini\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"heyyogini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyyogini<\/a> and <a href=\"https:\/\/www.producthunt.com\/@designerdada\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"designerdada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@designerdada<\/a> on the launch \ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@heyyogini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@heyyogini<\/a>  <a href=\"https:\/\/www.producthunt.com\/@chameli_kuduva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chameli_kuduva<\/a> Thank you for being our early customer! \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>Here to support Peerlist founders \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@neelptl2602\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@neelptl2602<\/a> Thank you being our cheerleader \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! \ud83d\ude80 Been using AutoSend and really love the clarity, speed, and overall experience. 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><a href=\"https:\/\/www.producthunt.com\/@rajat_subhra\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rajat_subhra<\/a> Thank you for being our cheerleader Rajat! \ud83d\ude03<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does it support full parity for all Resend API features, or are there specific limitations we should know about?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> YES! Except inbound email parsing (coming soon). May I know your tech stack?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 the volume-based pricing model. Makes way more sense than charging for contacts that might never receive an email. The AI agent focus is timely too.<br \/>Congrats on shipping!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 so much <a href=\"https:\/\/www.producthunt.com\/@anthony_roux1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anthony_roux1<\/a> \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>Congrats! but stop wasting time and give us an API to Peerlist \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nevo_david\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nevo_david<\/a> Hahaha… we got a lot of experience around building APIs now. So it won’t be long and won’t keep you waiting! \ud83d\ude05<\/p>\n<\/p>\n<p>Now, when can we see <a href=\"https:\/\/www.producthunt.com\/products\/postiz\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"postiz\" target=\"_blank\" rel=\"noopener\">@Postiz<\/a> using AutoSend?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 PH launch. We\u2019ve been using AutoSend for a while now and genuinely love what the team has built. We\u2019re intentionally moving toward making AutoSend our core tool across the stack, one at a time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pranjalmishraa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pranjalmishraa<\/a> Thank you so much for trusting AutoSend and being our early customer Pranjal \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>Congrats on the launch, the product seems just right! Curious, what’s the story behind it? How did you come up with the idea (I assume it may have started from a pricing frustration caused by another 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<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>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 looks fantastic! 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<div class=\"comment-item\">\n<div class=\"comment-content\">AutoSend spans both transactional and marketing workflows\u2014how do you recommend teams adopt it without risking critical transactional deliverability (separate domains\/streams, different templates, throttling), and what does a \u201csafe migration\u201d from an incumbent typically look like?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Contact-based pricing has burned me before. Paying per send just clicks. Free validation + suppression is clutch. And a Resend adapter, nice. Might try it on my indie app this weekend if SMTP hell doesn’t swallow me. Bookmarked.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> You can use AutoSend SMTP – <a href=\"https:\/\/docs.autosend.com\/quickstart\/smtp\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.autosend.com\/quickstart\/smtp<\/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>Supported on Peerlaunch and now supported on Product hunt. \ud83d\ude42<\/p>\n<p>Let me know if you plan to launch on Uneed. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Thank you so much <a href=\"https:\/\/www.producthunt.com\/@fabian_maume\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fabian_maume<\/a> \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>Congrats Akash! Looks awesome \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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch team.<\/p>\n<p>We moved SaaS Insider from Hubspot to Loops to finally Autosend. We were paying 6x more to loops for the same amount of emails sent.<\/p>\n<p>The usage based pricing is really a nice touch, syncs really 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@hari_pragdish\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hari_pragdish<\/a> Thank you Hari – let’s grow together! \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>I like that it\u2019s designed for real dev workflows. How easy is it to set up dynamic segmentation for a growing user base?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 visual automation and spam checker before sending are nice touches. most dev focused email tools skip these and expect you to use something else for drip campaigns.<\/p>\n<p>how does the notion style builder work? can you mix markdown and drag drop blocks together?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@topfuelauto\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topfuelauto<\/a> Not exactly, we support markdown. You can simply insert components with slash command (\/). It’s so much better than drag-n-drop!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/XJSY2KWAAUWDPK\" class=\"app-title\">minimalist phone app for iOS <\/a><\/p>\n<div class=\"one-liner\">Your calmer, digital detox experience on iPhone<\/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>\u4e00\u6b3e\u901a\u8fc7\u6781\u7b80\u7a7a\u767d\u5c4f\u8bbe\u8ba1\u3001\u5e94\u7528\u62e6\u622a\u548c\u65f6\u95f4\u63d0\u9192\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u6570\u5b57\u65f6\u4ee3\u5bf9\u6297\u624b\u673a\u6210\u763e\u3001\u91cd\u83b7\u4e13\u6ce8\u4e0e\u7ebf\u4e0b\u751f\u6d3b\u7684iOS\u6570\u5b57\u6392\u6bd2\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\/73565360-78d3-425f-b1c8-79243c70988e.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\/2b920586-ecbe-476d-baf7-47baef1a58fd.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\/6922fad6-54bf-4327-820c-12945b2700f1.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\/b8505b59-a8a9-4113-970a-b550f5b2afcd.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\/bb669914-6a08-4295-a210-0312d1ab4c13.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/yo4l7Cy_6e4\"><source src=\"https:\/\/youtu.be\/yo4l7Cy_6e4\" 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\">iOS<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u5b57\u6392\u6bd2<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u62e6\u622a<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u529b<\/span><br \/>\n <span class=\"tag\">ADHD\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u65f6\u95f4\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u9632\u6c89\u8ff7<\/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\u51cf\u5c11\u5206\u5fc3\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5bf9\u4ece\u5b89\u5353\u6269\u5c55\u5230iOS\u8868\u793a\u6b22\u8fce\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u8be2\u95ee\u684c\u9762\u7248\u53ef\u80fd\u6027\u3001\u63a2\u8ba8iOS\u7cfb\u7edf\u9650\u5236\u4e0b\u7684\u9632\u7ed5\u8fc7\u7b56\u7565\u3001\u5bf9\u5177\u4f53\u529f\u80fd\uff08\u5982\u5e94\u7528\u62e6\u622a\u673a\u5236\u3001\u4e3b\u9898\u81ea\u5b9a\u4e49\uff09\u7684\u8be2\u95ee\uff0c\u4ee5\u53ca\u5206\u4eab\u4e2a\u4eba\u5bf9\u624b\u673a\u4f9d\u8d56\u7684\u56f0\u6270\u3002\u5f00\u53d1\u8005\u4e92\u52a8\u79ef\u6781\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 \u201cMinimalist Phone\u201d\u5207\u5165\u7684\u662f\u4e00\u4e2a\u5728\u7126\u8651\u4e2d\u84ec\u52c3\u589e\u957f\u7684\u5e02\u573a\uff1a\u6570\u5b57\u5065\u5eb7\u3002\u5176\u6838\u5fc3\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u4f53\u9a8c\u91cd\u6784\u3002\u5b83\u5c06\u624b\u673a\u4ece\u8272\u5f69\u6591\u6593\u7684\u8bf1\u60d1\u8ff7\u5bab\uff0c\u8f6c\u53d8\u4e3a\u529f\u80fd\u5355\u4e00\u7684\u201c\u5de5\u5177\u53f0\u201d\uff0c\u901a\u8fc7\u5236\u9020\u4f7f\u7528\u6469\u64e6\uff08\u5982\u5355\u8c03\u754c\u9762\u3001\u7e41\u7410\u7684\u5378\u8f7d\u6d41\u7a0b\uff09\u6765\u5bf9\u6297\u65e0\u610f\u8bc6\u5237\u5c4f\u884c\u4e3a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u771f\u6b63\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u5b9a\u4f4d\u7684\u4e8c\u5143\u6027\uff1a\u5b83\u65e2\u662f\u5927\u4f17\u5316\u7684\u201c\u751f\u4ea7\u529b\u5de5\u5177\u201d\uff0c\u53c8\u7cbe\u51c6\u670d\u52a1\u4e8eADHD\u7b49\u6709\u4e13\u6ce8\u529b\u969c\u788d\u7684\u7fa4\u4f53\uff0c\u540e\u8005\u6784\u6210\u4e86\u4e00\u4e2a\u9ad8\u9700\u6c42\u3001\u9ad8\u7c98\u6027\u7684\u57fa\u672c\u76d8\u3002\u7136\u800c\uff0c\u5176iOS\u7248\u672c\u7684\u6311\u6218\u662f\u6839\u672c\u6027\u7684\u3002\u5728\u82f9\u679c\u4e25\u683c\u7684\u6c99\u76d2\u9650\u5236\u4e0b\uff0c\u5b83\u65e0\u6cd5\u5b9e\u73b0\u5b89\u5353\u7aef\u7c7b\u4f3c\u7684\u7cfb\u7edf\u7ea7\u6df1\u5ea6\u7ba1\u63a7\uff0c\u6240\u8c13\u7684\u201c\u9632\u7ed5\u8fc7\u201d\u66f4\u591a\u662f\u4f9d\u9760\u589e\u52a0\u7528\u6237\u7684\u64cd\u4f5c\u6210\u672c\uff0c\u800c\u975e\u6280\u672f\u5c01\u9501\u3002\u8fd9\u4f7f\u5176\u9677\u5165\u4e00\u4e2a\u54f2\u5b66\u4e0e\u5b9e\u8df5\u7684\u6096\u8bba\uff1a\u5b83\u5021\u5bfc\u7528\u6237\u201c\u5185\u5728\u52a8\u673a\u201d\uff0c\u5374\u53c8\u4e0d\u5f97\u4e0d\u901a\u8fc7\u5916\u5728\u7684\u201c\u8f6f\u6027\u5f3a\u5236\u201d\u6765\u542f\u52a8\u8fd9\u79cd\u52a8\u673a\u3002\u7528\u6237\u4e00\u65e6\u51b3\u5fc3\u52a8\u6447\uff0c\u4f53\u9a8c\u5f88\u5bb9\u6613\u5d29\u584c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8bc4\u8bba\u4e2d\u5173\u4e8e\u684c\u9762\u7248\u7684\u547c\u58f0\uff0c\u6070\u6070\u63ed\u793a\u4e86\u5176\u89e3\u51b3\u65b9\u6848\u7684\u5c40\u9650\u6027\u2014\u2014\u6570\u5b57\u5206\u5fc3\u7684\u6218\u573a\u65e9\u5df2\u662f\u591a\u5c4f\u7684\u3002\u82e5\u4e0d\u80fd\u6784\u5efa\u8de8\u8bbe\u5907\u7684\u5b8c\u6574\u4e13\u6ce8\u73af\u5883\uff0c\u5176\u6548\u679c\u53ef\u80fd\u5927\u6253\u6298\u6263\u3002\u8be5\u4ea7\u54c1\u7684\u957f\u671f\u4ef7\u503c\uff0c\u4e0d\u5728\u4e8e\u80fd\u5c01\u9501\u591a\u5c11\u5e94\u7528\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5c06\u5176\u65b9\u6cd5\u8bba\uff08\u8ba4\u77e5\u6469\u64e6+\u884c\u4e3a\u5e72\u9884\uff09\u53d1\u5c55\u4e3a\u4e00\u5957\u53ef\u8de8\u5e73\u53f0\u8fc1\u79fb\u7684\u6570\u5b57\u4e60\u60ef\u4f53\u7cfb\uff0c\u5426\u5219\u6050\u96be\u9003\u201c\u53c8\u4e00\u6b3e\u4e0b\u8f7d\u5373\u5f03\u7684\u6212\u763e\u5e94\u7528\u201d\u4e4b\u7aa0\u81fc\u3002\u5b83\u7684\u6210\u529f\uff0c\u5c06\u662f\u5bf9\u7528\u6237\u81ea\u63a7\u529b\u4e0e\u4ea7\u54c1\u8bbe\u8ba1\u7ea6\u675f\u529b\u4e4b\u95f4\u8106\u5f31\u5e73\u8861\u7684\u4e00\u6b21\u4e25\u5cfb\u8003\u9a8c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">minimalist phone app for iOS <\/span>\n <\/div>\n<div class=\"comment-content\">Imagine saving 80 hours\/month. That\u2019s nearly $3,000 you\u2019d normally get for work instead of mindlessly scrolling. minimalist phone brings a true digital detox to iOS with a clean, blank-screen design. Block addictive apps, remove colourful icons, and get kicked out of your phone when time is up. Reclaim focus, improve well-being, and spend more time offline with people you love. The app is also for people with ADHD.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">After a short break, things are moving again, and I\u2019m back to hunting the app I\u2019ve been collaborating on for 4 years. <\/p>\n<p>Digital detox & productivity app minimalist phone arrives on iOS! <\/p>\n<p>\u2026 and offers many benefits:<br \/>\n\u2022 It removes colourful elements that normally cause distraction.<br \/>\n\u2022 It increases focus and reduces time spent on your smartphone.<br \/>\n\u2022 It\u2019s suitable for people with attention disorders, including ADHD. <\/p>\n<p>We already raised money on Kickstarter, and now it\u2019s time to get a proper roast from the tech community. <\/p>\n<p>Here we go!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>24<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/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> <strong>Congrats on the launch and welcome back!<\/strong><br \/>A minimalist, digital-detox phone on iOS is a bold move. Love the focus on reducing distractions and supporting ADHD-friendly usage. Big respect for the long journey and the Kickstarter win excited to see the community\u2019s take. Good luck 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<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> Love the clean, minimal UI, looks really solid. Can I share my activities with others in the app? Good luck with the launch \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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a>  Congratulations!!! looks amazing!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Big upvote for this product because of the hunter.<\/p>\n<p>The most active user on the forum almost never hunts. Except today. xD That alone deserves our support.<\/p>\n<p>Wishing @busmark_w_nika and the whole team great success<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<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> Thank you, Alex! Yes, Today, I am gonna reveal the real reason for my launch ignorance \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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone, there\u2019s a big reactivation on my profile, and for a good reason: <\/p>\n<p><strong>a MAJOR update for minimalist phone <\/strong><\/p>\n<\/p>\n<p><strong>We\u2019re expanding our digital detox app from Android to iOS.<\/strong><\/p>\n<\/p>\n<p>On Android, we\u2019ve reached 8+ million downloads on the Play Store, and we have even higher expectations for the iPhone version.<\/p>\n<\/p>\n<p>I shared my background story in this <a href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:7376152571205283840\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">LinkedIn post<\/a> \u2013 how I arrived at the idea of mindful smartphone usage.<\/p>\n<\/p>\n<p><strong>What can you expect from the iOS version?<\/strong><\/p>\n<\/p>\n<p>\u2705 Icon-free, text-only interface<\/p>\n<p>\u2705 App blocking from 4 hours up to 30 days<\/p>\n<p>\u2705 In-app time reminders<\/p>\n<p>\u2705 Custom blocking schedules<\/p>\n<p>\u2705 And more great features are about to come yet!<\/p>\n<\/p>\n<p>If you need help with setup, this <a href=\"https:\/\/youtu.be\/07CZ_9Gmdf4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">video tutorial<\/a> walks you through everything step by step.<\/p>\n<\/p>\n<p>Thank you, PH community, that you stand with us! \ud83d\ude4c<\/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\">@minimalistphone Each iPhone app comes with one of those minimalist beers in your promo video, right? \ud83d\ude09<\/p>\n<p>Congrats on the launch.<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Nika, congrats on the launch!<\/strong> I\u2019ve been waiting for this moment to write this \ud83d\ude0a<\/p>\n<p>As I said before, this product is truly important \u2014 especially now, when it\u2019s become so hard to stay focused. Bravo! \ud83d\udc4f\ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gostroverhov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gostroverhov<\/a> Thank you, Boris! You are becoming a very familiar face on this platform. Do you know what it means? You started being addicted. We launched just in time! \ud83d\ude02<\/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\">Congrats! Was this launched on kickstarter initially?<\/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\/@vladstan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vladstan<\/a> Thank you, Vlad! Good catch. Yes, we exceeded our goal by 400% \ud83d\ude00 It was a successful Kickstarter campaign! And guess who is acting in the first sequences of the video! :DDD<\/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\">@busmark_w_nika oh yeah. Nice cameo \ud83e\uddd8\u200d\u2640\ufe0f <a href=\"https:\/\/www.kickstarter.com\/projects\/minimalist-phone\/minimalist-phone-for-ios-no-more-mindless-scrolling\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.kickstarter.com\/proj…<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone! <\/p>\n<\/p>\n<p>Thanks to all of the support we got for the minimalist phone app on Android. We\u2019ve been super eager to launch and have the app available on iOS. Aaaannnnddd It\u2019s finally happening! <\/p>\n<\/p>\n<p>Here\u2019s to a lot more productivity, steady focus, no more procrastination and a lot of self growth for all of us! \ud83d\ude4c<\/p>\n<\/p>\n<p>I\u2019m already hooked onto the in-app time reminders! What\u2019s been your favourite feature so far? \ud83d\ude0c<\/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\/@zaaina_fatima1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaaina_fatima1<\/a> We need this on the desktop too. This launch took at least 40 hours (not counting today) \ud83d\ude00 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 <a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> and the team on the launch, would there ever be a pc version that reminds people to take breaks from work? My screen time on pc is over 12+ hrs and it’s affecting my eyes, while I try to put effort in reducing it sometimes I just enter the zone and time passes on so fast. <\/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\/@uchenna_nwaorgu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@uchenna_nwaorgu<\/a> Thank you, for your question. At the moment, the PC version is not on the roadmap (developers have full hands with iOS and Android \ud83d\ude02). Anyway, we cannot exclude this option as well, in case we would like to expand. <\/p>\n<p>To be honest, I would need it too. I am more desktop user thana smartphone user. \ud83d\ude05<\/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><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> I\u2019ll defo try this out – my current screen time is astonishing. I\u2019m almost ashamed to share it publicly. As a marketer, I adore how you guys infuse minimalism into your brand and comms. Kudos!<\/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\/@yulianazarenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yulianazarenko<\/a> Thank you, Yulia! \ud83d\ude42 BTW, how much time are you wasting on phone? \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love it! I am downloading it, I am getting way too distracted during the day ( mostly from <a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> hilarious LinkedIn post ) <\/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\">@bengue_z Thank you Ben \ud83d\ude42<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bengue_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengue_z<\/a> haha, thank you \ud83d\ude00 I am trying my best to distract you :DDD<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 design! How does the app block work? I’ve been using Brick and I’m a fan<\/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\/@daniele_packard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniele_packard<\/a> Thank you, Daniele, huge part of the design is done by our UX\/UI and general designer ( <a href=\"https:\/\/www.producthunt.com\/@vizdomine\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vizdomine\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vizdomine<\/a> ) <\/p>\n<p><strong>How does the app blocking work? <\/strong><\/p>\n<p>\ud83d\udc49 Long-press any app in the list of all apps <br \/>\ud83d\udc49 The pop-up window will show up, and there is the option “Block”<br \/>\ud83d\udc49 You will have an option to slide on the slider from 4 hours to 30 days <br \/>\ud83d\udc49 And confirm your choice. (You can also block multiple times.) <\/p>\n<p>If you want to cheat this, good luck. \ud83d\ude00 <\/p>\n<\/p>\n<p>Here is a video tutorial: <a href=\"https:\/\/youtu.be\/HF2rJQHLw3w?si=U0HJspEGv8f-ply8\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">VIDEO<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Smartphones are incredibly distracting. I often pick up my phone with a clear intention, then lose it completely between feeds and notifications. It quietly eats up time and kills your focus. I find the app very useful, will 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alina_petrova3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_petrova3<\/a> Thank you, Alina, for your supportive words. And imagine that one distraction (context switching) causes that you need at least 20 \u2013 25 minutes to refocus again. Bye Bye concentration :DDD<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">This looks really good! I need something to help me focus better and block apps on my phone while working!<\/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\/@ilaiszp\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ilaiszp<\/a> Thank you, Illai. Not gonna lie, I would need this sort of software for my notebook \ud83d\ude00 <\/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\">Was looking for an app like this yesterday\u2026 can\u2019t wait to test it out \u2764\ufe0f\u200d\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\/@sofia__bettari\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sofia__bettari<\/a> If you need any help, write me on LinkedIn! \ud83d\ude00 \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nearly missed your launch <a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> …<\/p>\n<\/p>\n<p>This is not an app I will be using as I never felt “addicted” to my phone or spending too much time with it. But I understand this may be very helpful to a lot of people.<\/p>\n<\/p>\n<p>It certainly looks nice, but I think some people would prefer a lighter or more colorful theme. Are there such options?<\/p>\n<\/p>\n<p>Wish you success!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@konrad_sx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@konrad_sx<\/a> Thank you so much, Konrad. Of course, it is up to users what their motivation is. The app itself doesn’t help if someone rejects the help. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">On iOS, people can always fall back to the default home screen and Screen Time can be bypassed\u2014what\u2019s your strategy for creating a \u201cdefault\u201d calmer experience that users don\u2019t abandon after the first day, and how do you think about bypass-resistance vs. not making the phone unusable?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> This comment is top! <\/p>\n<\/p>\n<p>The iOS version of the minimalist phone app is difficult to quit because the process takes quite a lot of time, not only uninstalling the app, but at least doing 5 other steps to return the screen to the “normal” \ud83d\ude00 It is an exhausting process, sorry \u2013 not so sorry. <\/p>\n<\/p>\n<p>On the other hand, we do not support hard restrictions and believe that people should have an inner motivation to use their phones less, so the UI\/UX is still user-friendly, people can use their regular apps, but with some “barriers”. <\/p>\n<\/p>\n<p>It is a kind of compromise. \ud83d\ude42 I will gladly answer any question \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been using it since over a year. The team is so proactive in taking suggestions and implementing it. Love the app and the team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohitkashyap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohitkashyap<\/a> \ud83e\udee0 I am melting. Thank you, Rohit! \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Love the concept here! It often seems like our phones are actively making our lives and society worse. I\u2019m all for apps that want to turn that around and help us to have a better, healthier relationship with our phone.<\/div>\n<div class=\"comment-actions\">\n<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\/@kilpatrick\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kilpatrick<\/a> Thank you, Chris. To be honest, I am not an ideal example of a “digital detox” because I spend a lot of time on a desktop. Anyway, you are right, we need some means to “mute” the activity on social media \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, Nika! Phenomenal! Thanks for the iOS version! We need it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@felicitemoorman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@felicitemoorman<\/a> Felicite, thank you so much for your kind words, appreciate your support \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is there any free version coming? <\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@danny_quesada\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@danny_quesada<\/a> At the moment, we have only paid version, but offering a trial so people can find out whether the app is a good fit for them. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>watching this come together was a good reminder that \u201csimple\u201d is usually the hardest part. a lot of careful design work and iteration behind what you see here.<\/p>\n<p>I know how much work went into the smallest details to get the experience right, specially for the user experience. (+ I had to fix some graphics that <a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> made \ud83d\ude0a)<\/p>\n<p>the end result feels effortless, which says a lot about the process behind it. Definitely worth checking out!<\/p>\n<p>happy launch day! \ud83d\ude80\ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vizdomine\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vizdomine<\/a> Thank you! \ud83d\ude00 And thank you also for the graphic design navigation. I always learn something new from you \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>I would love to see some stats on how much screen time reduction users experience after a week or two.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> This is a great idea for some study btw. If there are any students or university that like to conduct a scientifical research, we are open to 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>Big upvote<\/p>\n<p>Even though I am an android user and can’t try out the app, I think Nika, <a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> you’re my favorite PH user, so I’ll support you all the way!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@janefrances_christopher\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@janefrances_christopher<\/a> \u2764\ufe0f This means so much to me! Thank you from the bottom of my heart! <\/p>\n<\/p>\n<p>P. S. We have an Android version too! \ud83d\ude42 <\/p>\n<p><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.qqlabs.minimalistlauncher\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/play.google.com\/store\/apps\/details?id=com.qqlabs.minimalistlauncher<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Love the story behind the idea \ud83d\udcab<\/p>\n<\/p>\n<p>Random question: does it increase battery life? \ud83e\udee3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@isibol01\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@isibol01<\/a> Thank you, Iikkhan! \ud83d\ude42 <\/p>\n<\/p>\n<p>The app should usually decrease your battery usage, but this depends on your device.<\/p>\n<\/p>\n<p>If you see increased battery usage, you can go to minimalist phone settings (gear wheel on page with all apps) \u2192 In-app time reminder \u2192 Precision mode and turn it on. <\/p>\n<\/p>\n<p>Of course, if you spend less time on your smartphone, there shouldn’t be an increase! \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>For users with thousands of notifications, how does your ‘Notification Filter’ interact with the native iOS Notification Center? Can it hide badges in real-time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> Hey Xiang, this iOS version doesn’t have any notification filter (only Android has). Developers are probably thinking about this one option for the reason you outlined. <\/p>\n<\/p>\n<p>Anyway, the iOS version has: blocking features, mindful launch delay, in-app time reminders and blocking schedules (soon)! \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> By the way, if you set up an in-app reminder for social media, you won’t receive any notifications from them outside of active time <a href=\"https:\/\/faq.minimalistphone.com\/en\/article\/im-not-receiving-notifications-from-apps-with-active-in-app-time-reminder-1wrexba\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/faq.minimalistphone.com\/en\/article\/im-not-receiving-notifications-from-apps-with-active-in-app-time-reminder-1wrexba\/<\/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>Finally! My $1000 iPhone is ready to become a black-and-white Nokia:D My productivity and my sleep schedule will thank you. Congrats on the launch, Nika! Does the kick out feature have a mercy mode, or is it total tough love?)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@eugene_chernyak\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eugene_chernyak<\/a> Hahaha, yeah, we turn your iPhone into minimalist phone \ud83d\ude00 Kicking out of the app is harsh, the app is closed itself :DD<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>finally on iOS! apple is usually super strict with launchers. is this a full home screen replacement, or does it use the shortcuts\/widgets workaround to hide the clutter?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> You are right, Samet. Thank you for the quesiton btw. The answer is: Widgets \u2013 users place 4 widgets (2 + 2 on each screen) and then continue in the settings \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FMAZHRKDZ4XPJJ\" class=\"app-title\">Unlimited eSign for founders by Gitlaw<\/a><\/p>\n<div class=\"one-liner\">No trials. No caps. Just sign.\t<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">201<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u521b\u4e1a\u8005\u548c\u81ea\u7531\u804c\u4e1a\u8005\u63d0\u4f9b\u7684\u3001\u96c6AI\u5408\u540c\u8d77\u8349\u3001\u5ba1\u9605\u4e0e\u65e0\u9650\u6b21\u7535\u5b50\u7b7e\u540d\u4e8e\u4e00\u4f53\u7684\u514d\u8d39\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5c0f\u5fae\u4f01\u4e1a\u5728\u5408\u540c\u7b7e\u7f72\u6d41\u7a0b\u4e2d\u56e0\u6210\u672c\u9ad8\u6602\u800c\u88ab\u8feb\u4f7f\u7528\u975e\u4e13\u4e1a\u3001\u4f4e\u6548\u4e14\u6cd5\u5f8b\u98ce\u9669\u9ad8\u7684\u66ff\u4ee3\u65b9\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\/e77ce457-7736-4624-9ee5-83cf154318d1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc57a06d-24a4-4891-9821-140450133d19.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f2143e80-8e58-4f22-b54f-736535fa60cb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/41564b50-c92a-4e7d-9de9-156acfcc6d4b.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\/4f46942c-bbf6-4897-bd81-5530f9c6d184.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/kdcIv7DrYxo\"><source src=\"https:\/\/youtu.be\/kdcIv7DrYxo\" 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\">Sales<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Legal<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7535\u5b50\u7b7e\u540d<\/span><br \/>\n <span class=\"tag\">\u5408\u540c\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6cd5\u5f8b\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">\u5c0f\u5fae\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a<\/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\u514d\u8d39\u6a21\u5f0f\u4e0e\u4e00\u4f53\u5316\u5de5\u4f5c\u6d41\uff0c\u8ba4\u4e3a\u662f\u4eceDocuSign\u7b49\u4ed8\u8d39\u5de5\u5177\u7684\u98a0\u8986\u6027\u66ff\u4ee3\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u4ea7\u54c1\u613f\u666f\u6e05\u6670\uff08\u521b\u5efa-\u5ba1\u9605-\u7b7e\u7f72\u5168\u6d41\u7a0b\uff09\uff0c\u4f46\u65b0\u624b\u5f15\u5bfc\u548c\u754c\u9762\u6613\u7528\u6027\u6709\u5f85\u6539\u8fdb\uff08\u5982\u4e0b\u8f7d\u6587\u6863\u4e0d\u4fbf\uff09\uff1b\u5bf9AI\u751f\u6210\u5408\u540c\u7684\u6cd5\u5f8b\u53ef\u9760\u6027\u5b58\u5728\u62c5\u5fe7\uff0c\u56e2\u961f\u56de\u5e94\u5df2\u91c7\u7528\u53ef\u4fe1\u6a21\u677f\u5e93\u548c\u53d8\u66f4\u8ffd\u8e2a\u6765\u7f13\u89e3\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 Gitlaw\u7684\u201cUnlimited eSign\u201d\u5e76\u975e\u7b80\u5355\u7684\u7535\u5b50\u7b7e\u540d\u4ef7\u683c\u6218\u6b66\u5668\uff0c\u800c\u662f\u4e00\u6b21\u5bf9\u5c0f\u5fae\u4f01\u4e1a\u6cd5\u5f8b\u5de5\u4f5c\u6d41\u5165\u53e3\u7684\u7cbe\u51c6\u5207\u5165\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u514d\u8d39\u65e0\u9650\u7b7e\u201d\u4f5c\u4e3a\u94a9\u5b50\uff0c\u5438\u5f15\u7528\u6237\u8fdb\u5165\u5176\u66f4\u6838\u5fc3\u7684\u3001\u5177\u5907\u7c98\u6027\u7684AI\u5408\u540c\u8d77\u8349\u4e0e\u5ba1\u9605\u5e73\u53f0\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u5f00\u6e90\u6253\u6cd5\u201d\u7684\u4ea7\u54c1\u5316\u6f14\u7ece\uff1a\u57fa\u4e8e\u5934\u90e8\u5f00\u6e90\u9879\u76eeDocumenso\u5feb\u901f\u6784\u5efa\u53ef\u9760\u7b7e\u540d\u529f\u80fd\uff0c\u5c06\u6210\u672c\u964d\u81f3\u6781\u4f4e\uff0c\u4ece\u800c\u6562\u4e8e\u91c7\u7528\u5b8c\u5168\u514d\u8d39\u7684\u6fc0\u8fdb\u7b56\u7565\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u5c16\u9510\u3002\u6311\u6218\u5728\u4e8e\uff1a\u7b2c\u4e00\uff0c\u6cd5\u5f8b\u5de5\u5177\u7684\u201c\u53ef\u9760\u6027\u201d\u95e8\u69db\u6781\u9ad8\uff0c\u7528\u6237\u5bf9AI\u201c\u5e7b\u89c9\u201d\u7684\u6050\u60e7\u662f\u5b9e\u8d28\u6027\u7684\u589e\u957f\u963b\u529b\uff0c\u4ec5\u9760\u201c\u57fa\u4e8e\u6a21\u677f\u7f16\u8f91\u201d\u548c\u201c\u663e\u793a\u53d8\u66f4\u201d\u96be\u4ee5\u5f7b\u5e95\u6d88\u9664\u4e13\u4e1a\u7528\u6237\u7684\u7591\u8651\u3002\u7b2c\u4e8c\uff0c\u8bc4\u8bba\u66b4\u9732\u7684UX\u95ee\u9898\u8bf4\u660e\uff0c\u5c06\u590d\u6742\u6cd5\u5f8b\u5de5\u4f5c\u6d41\u505a\u5f97\u65e2\u5f3a\u5927\u53c8\u7b80\u5355\uff0c\u662f\u5176\u5fc5\u987b\u8de8\u8d8a\u7684\u4ea7\u54c1\u9e3f\u6c9f\u3002\u7b2c\u4e09\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u9690\u542b\u77db\u76fe\u2014\u2014\u901a\u8fc7\u514d\u8d39\u7b7e\u540d\u5f15\u6d41\uff0c\u6700\u7ec8\u4f9d\u9760AI credits\u7b49\u589e\u503c\u670d\u52a1\u76c8\u5229\uff0c\u4f46\u76ee\u6807\u5ba2\u6237\uff08\u4ef7\u683c\u654f\u611f\u7684\u5c0f\u5fae\u4f01\u4e1a\uff09\u7684\u4ed8\u8d39\u610f\u613f\u672c\u8eab\u5c31\u5f88\u8584\u5f31\u3002\n <\/p>\n<p class=\"ai-content\">\n \u673a\u9047\u5219\u5728\u4e8e\u5176\u9009\u62e9\u7684\u8d5b\u9053\u548c\u65f6\u673a\u3002\u4f20\u7edf\u7535\u5b50\u7b7e\u540d\u5e02\u573a\u5df2\u88ab\u5de8\u5934\u4ee5\u9ad8\u5b9a\u4ef7\u6559\u80b2\u6210\u719f\uff0c\u4f46\u7559\u4e0b\u4e86\u5927\u91cf\u56e0\u6210\u672c\u800c\u65e0\u6cd5\u88ab\u670d\u52a1\u7684\u957f\u5c3e\u7528\u6237\u3002Gitlaw\u901a\u8fc7\u5f00\u6e90\u6280\u672f\u6808\u548c\u4ea7\u54c1\u5bfc\u5411\u589e\u957f\uff08PLG\uff09\u7b56\u7565\uff0c\u7cbe\u51c6\u6355\u6349\u4e86\u8fd9\u4e00\u7a7a\u767d\u3002\u5176\u613f\u666f\u82e5\u5b9e\u73b0\uff0c\u5c06\u4e0d\u4ec5\u4ec5\u662f\u7b7e\u540d\u5de5\u5177\uff0c\u800c\u662f\u6210\u4e3a\u5c0f\u5fae\u4f01\u4e1a\u7684\u201c\u5408\u540c\u4e2d\u67a2\u201d\uff0c\u4ece\u751f\u6210\u5230\u5f52\u6863\u5f62\u6210\u95ed\u73af\uff0c\u6784\u5efa\u66f4\u6df1\u7684\u6570\u636e\u548c\u573a\u666f\u62a4\u57ce\u6cb3\u3002\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u4fdd\u6301\u201c\u514d\u8d39\u201d\u5438\u5f15\u529b\u7684\u540c\u65f6\uff0c\u5c06AI\u8f85\u52a9\u7684\u6cd5\u5f8b\u670d\u52a1\u505a\u5230\u8db3\u591f\u201c\u53ef\u9760\u597d\u7528\u201d\uff0c\u8ba9\u7528\u6237\u4ece\u201c\u56e0\u514d\u8d39\u800c\u6765\u201d\u8f6c\u53d8\u4e3a\u201c\u56e0\u79bb\u4e0d\u5f00\u800c\u7559\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\">Unlimited eSign for founders by Gitlaw<\/span>\n <\/div>\n<div class=\"comment-content\">Free eSign with no trials or document limits. Draft contracts with AI, review them, and sign \u2013 all in one workflow. Depending which plan you compare – save $100’s or $1000’s vs. DocuSign \/ HelloSign etc.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>We just made eSign 100% free for everyone. No trials. No document limits. \ud83d\ude80<\/p>\n<p>Here’s why: Some founders avoid paid eSign tools because of price. Instead they email PDFs back and forth, lose track of what’s signed, and weaken their legal position without realizing it.<\/p>\n<p>We used Documenso’s open-source base to build a version that’s built into GitLaw.<\/p>\n<p>Our eSign is:<br \/>\n– Unlimited: Send as many documents as you need. No caps, no upsells.<br \/>\n– One workflow, not three tools: Draft contracts with AI, review them, sign, and store. All in one place.<br \/>\n– Legally binding: Audit trail with timestamps & IP addresses.<\/p>\n<p>We built this on top of Documenso \u2013 the #1 open-source signing project that launched here on Product Hunt.<\/p>\n<p>A bit about us:<br \/>\nI’m Nick, founder of GitLaw. Before this, I built Whisk (acquired by Samsung). We’re backed by JSV, Flex, BackedVC, and a group of founders who’ve been through the same contract headaches we’re solving.<\/p>\n<p>For the PH community:<br \/>\nEvery GitLaw account includes $5\/month of free AI credits to draft and review contracts before you sign. Create your first contract in under 60 seconds.<\/p>\n<p>Would love your feedback \u2013 what’s the biggest pain point you’ve hit with contract signing as a founder or freelancer?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nickholzherr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nickholzherr<\/a> congrats on the launch! How much context is required to get a high-quality draft? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 huge shift. Whenever we need something signed, they screenshot their signature and paste it into the document. \ud83e\udd26\u200d\u2640\ufe0f It doesn’t look professional at all but this seems to be the solution \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thank you Nika! <\/p>\n<p>Before GitLaw I was always surprised as a founder that no-one was offering truly free eSign. It makes so much sense to offer for a product choosing a Product Lead Growth GTM strategy (like GitLaw is).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> one issue with manually annotating \/ pasting signatures is that it doesn’t record evidence (e.g. IP) that another person signed it. The other eSign tools do (so do we) so it’s more legally binding. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>wow. this is amazing. excited to switch from docusign<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@auren\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@auren<\/a> thank you! would love to hear your feedback once you start using 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>Just to understand from the description, is this meant to replace docusign, docsend, etc.?<br \/>Is the vision to allow me to create legal contracts, evaluate legal contracts, and sign them \/ ensure the other party has digitally signed agreements in a secure way from the same platform?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aaronwgoh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aaronwgoh<\/a> You described the vision well. The workflow to do that is live on the platform today – I’d love to get your feedback on it! <\/p>\n<p>Our free eSign tool is an alternative to the paid eSign tools – yep. For small businesses especially it often doesn’t make sense to buy a $20-$100\/month platform – those are the ICP we’re targeting first. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A lot of signing tools live or die by templates, field mapping, and \u201cit works every time\u201d reliability: how does your workflow handle real-world documents (fillable PDFs, repeated templates, multiple signers, edge-case fields), and what did you choose to simplify to keep the product fast and free?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> love that we have a ProductHunt robot commenting now too. <br \/>– It works well on real documents. <br \/>– It doesn’t handle fillable PDFs – but many tools on market don’t. We’ll keep iterating and it will support those cases too. <br \/>– handles multiple signers well. <br \/>– we’ve not build the more niche “witnessing” features yet<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch \ud83c\udf89 \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Thank you! Would love to hear any feedback you have<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have used the platform and understand that it is free, which is appreciated. However, downloading documents is quite difficult, and the website is not very beginner-friendly. The user interface could be more intuitive for new users. That said, the agreement drafting features and Al capabilities are excellent. Kudos to the creators for building such<\/p>\n<p>powerful 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aditya_garg17\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aditya_garg17<\/a> thanks for the feedback Aditya! You can always download documents from the top-right download button – in docx or pdf. You can also download it from the “share” modal. <\/p>\n<p>What did you find hard from a beginner perspective? I’d love to learn more if you’re open to sharing – so we can fix it for others!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Are you using RAG over your indexed templates to ensure the AI doesn’t hallucinate legal clauses?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> yes we do use our library of legal documents as the base for drafts whenever we have one (which is most of the time). Those templates are from reputable sources and we show the sources.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a>  in the next few weeks it will, on an individual basis, also use any template you upload yourself into your private folder. So if you upload a legal doc you used in the past, it will use that as a base (if it thinks that is better). It will give you reasoning as to why it is \/ is not using it. For example, if it’s a doc that’s no longer compliant with new laws it won’t use it – but might take some other context about your company from it (Obviously your private templates remain private!)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>drafting with AI is cool, but i’m terrified of hallucinations in a binding contract. does the agent cite specific clauses\/laws when it explains its reasoning, so i can double-check it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> totally fair. A few things: <\/p>\n<p>a) Our agent drafts based on trusted templates (e.g. CommonPaper standards). So it’s taking a trusted template and editing it (this is what lawyers do too… they take a Practical Law \/ WestLaw \/ LexisNexis template and edit it). <\/p>\n<p>b) We show you tracked changes – so you see exactly what was edited from the trusted template. Most of the time it’s basic edits that are easy to follow. <\/p>\n<p>c) You can share a contract with lawyers so they can review for you. In <em>reality<\/em> lawyers will want to re-draft on their templates (which they know\/trust themselves) some\/most of the time. We’ll build better lawyer experiences down the road — right now focused on small businesses. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> one more follow up – on specific clauses\/laws – depending on what you’re asking it to do – it does compare things against playbooks which include laws \/ requirements, and it does show thinking as it goes (it auto-collapses thinking, but you can expand it to view). If you’ve tried Gitlaw – I’d love your thoughts on whether you think we show enough thinking..<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/ELXWPRKBA4SIQL\" class=\"app-title\">Kimi K2.5<\/a><\/p>\n<div class=\"one-liner\">Native multimodal model with self-directed agent swarms<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">169<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Kimi K2.5\u662f\u4e00\u6b3e\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u901a\u8fc7\u81ea\u4e3b\u667a\u80fd\u4f53\u96c6\u7fa4\uff08Agent Swarm\uff09\u8303\u5f0f\uff0c\u5728\u590d\u6742\u4efb\u52a1\u5904\u7406\u4e2d\u5b9e\u73b0\u5e76\u884c\u5de5\u4f5c\u6d41\uff0c\u663e\u8457\u63d0\u5347\u6267\u884c\u6548\u7387\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u81ea\u52a8\u5316\u7f16\u7a0b\u3001\u89c6\u89c9\u7406\u89e3\u548c\u591a\u6b65\u9aa4\u667a\u80fd\u4efb\u52a1\u4e2d\u8017\u65f6\u8fc7\u957f\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\/57229b39-4044-4c01-8034-ab3ca409c36c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f3e607ae-e734-4e49-b322-bae4a595592b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2cc2df33-b924-4ee1-a9d3-8af5a112a8b0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cd399a73-9847-4a77-8b8a-78f58a5fb1ae.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\/26b4528d-192b-4974-aaf0-3aad183909d7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/830c03c0-9bcb-4d6a-aea3-3538098bd87c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/614555e8-0ac6-4562-b322-7c485d7f7a9e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e574d959-b090-4070-85d5-b2b997ebf4f8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c4ac3542-c157-4078-8973-cf9e780cafc9.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\/bf6fca92-5efa-4918-ad54-abcb7a72772a.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=ncoaGTnbG7o\"><source src=\"https:\/\/www.youtube.com\/watch?v=ncoaGTnbG7o\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u591a\u6a21\u6001\u5927\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u96c6\u7fa4<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u7406\u89e3<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">Agent Swarm<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u539f\u751f\u591a\u6a21\u6001<\/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\u5bf9\u201c\u667a\u80fd\u4f53\u96c6\u7fa4\u201d\u7684\u89c4\u6a21\u548c\u6548\u7387\u8868\u793a\u60ca\u53f9\uff0c\u4f46\u4e5f\u5bf9\u5927\u89c4\u6a21\u667a\u80fd\u4f53\u534f\u8c03\u7684\u901a\u4fe1\u5f00\u9500\u63d0\u51fa\u6280\u672f\u6027\u8d28\u7591\u3002\u540c\u65f6\uff0c\u7528\u6237\u5173\u6ce8\u5176\u4e0e\u73b0\u6709\u5f00\u53d1\u73af\u5883\uff08\u5982VS Code\uff09\u7684\u96c6\u6210\u3001\u57fa\u51c6\u6d4b\u8bd5\u7684\u53ef\u590d\u73b0\u6027\u3001\u4f01\u4e1a\u7ea7API\u8fde\u63a5\u80fd\u529b\u7b49\u5b9e\u9645\u843d\u5730\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Kimi K2.5\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u6a21\u578b\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u5f53\u524dAI\u5e94\u7528\u8303\u5f0f\u7684\u6fc0\u8fdb\u5ba3\u8a00\u3002\u5176\u6838\u5fc3\u5356\u70b9\u201c\u539f\u751f\u591a\u6a21\u6001\u201d\u4e0e\u201c\u81ea\u4e3b\u667a\u80fd\u4f53\u96c6\u7fa4\u201d\uff0c\u76f4\u6307\u884c\u4e1a\u4e24\u5927\u75db\u70b9\uff1a\u6a21\u6001\u5272\u88c2\u4e0e\u590d\u6742\u4efb\u52a1\u4e32\u884c\u74f6\u9888\u3002\u5c06\u201c\u96c6\u7fa4\u201d\u6982\u5ff5\u4ece\u7814\u7a76\u8bba\u6587\u63a8\u5411\u5de5\u7a0b\u5b9e\u8df5\uff0c\u5ba3\u79f0\u53ef\u52a8\u6001\u751f\u6210\u591a\u8fbe100\u4e2a\u5b50\u667a\u80fd\u4f53\u5e76\u884c\u5de5\u4f5c\uff0c\u5e76\u5c06\u6267\u884c\u65f6\u95f4\u538b\u7f29\u81f31\/4.5\uff0c\u8fd9\u65e0\u7591\u662f\u6781\u5177\u5438\u5f15\u529b\u7684\u6027\u80fd\u53d9\u4e8b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5149\u9c9c\u7684\u57fa\u51c6\u6d4b\u8bd5\u6210\u7ee9\uff08\u5982\u5ba3\u79f0\u8d85\u8d8aOpus 4.5\uff09\u548c\u5b8f\u5927\u7684\u6280\u672f\u53d9\u4e8b\u4e4b\u4e0b\uff0c\u9690\u85cf\u7740\u8bf8\u591a\u5f85\u89e3\u7684\u5de5\u7a0b\u4e0e\u73b0\u5b9e\u96be\u9898\u3002\u8bc4\u8bba\u533a\u7684\u8d28\u7591\u975e\u5e38\u5c16\u9510\uff1a\u5927\u89c4\u6a21\u667a\u80fd\u4f53\u95f4\u7684\u534f\u8c03\u5f00\u9500\u5982\u4f55\u63a7\u5236\uff1f\u662f\u52a8\u6001\u4fee\u526a\u8fd8\u662f\u653e\u4efb\u81ea\u6d41\uff1f\u5176\u5ba3\u79f0\u7684\u5353\u8d8a\u6027\u80fd\uff0c\u7a76\u7adf\u6709\u591a\u5c11\u5f52\u529f\u4e8e\u57fa\u7840\u6a21\u578b\u7684\u80fd\u529b\uff0c\u53c8\u6709\u591a\u5c11\u4f9d\u8d56\u4e8e\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u4efb\u52a1\u811a\u624b\u67b6\u3001\u91cd\u8bd5\u7b56\u7565\u548c\u5de5\u5177\u751f\u6001\uff1f\u8fd9\u89e6\u53ca\u4e86\u5f53\u524dAI\u8bc4\u4f30\u7684\u6838\u5fc3\u8f6f\u808b\u2014\u2014\u57fa\u51c6\u6d4b\u8bd5\u4e0e\u771f\u5b9e\u4e16\u754c\u590d\u6742\u6027\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u201c100\u4e2a\u667a\u80fd\u4f53\u201d\u8fd9\u4e2a\u6570\u5b57\u9b54\u6cd5\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u5c06\u201c\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u201d\u4ece\u4e00\u4e2a\u9700\u8981\u590d\u6742\u7f16\u6392\u7684\u5b66\u672f\u6982\u5ff5\uff0c\u5c01\u88c5\u6210\u4e00\u4e2a\u53ef\u88ab\u5f00\u53d1\u8005\u76f4\u63a5\u8c03\u7528\u7684\u201c\u539f\u751f\u201d\u80fd\u529b\u3002\u5176\u63a8\u51fa\u7684Kimi Code\uff0c\u5c06\u667a\u80fd\u4f53\u80fd\u529b\u6df1\u5ea6\u96c6\u6210\u81f3\u4e3b\u6d41IDE\u548c\u7ec8\u7aef\uff0c\u8868\u660e\u5176\u6218\u7565\u91cd\u5fc3\u662f\u6210\u4e3a\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u4e2d\u7684\u201c\u6c34\u7535\u7164\u201d\uff0c\u800c\u975e\u5355\u7eaf\u7684\u804a\u5929\u754c\u9762\u3002\u8fd9\u4e00\u5b9a\u4f4d\u6bd4\u6a21\u578b\u6027\u80fd\u672c\u8eab\u66f4\u5177\u6d1e\u5bdf\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u5728\u4f01\u4e1a\u7ea7\u573a\u666f\u4e2d\uff0c\u8fde\u63a5\u5185\u90e8\u6570\u636e\u5e93\u548cAPI\u7684\u5b89\u5168\u4e0e\u53ef\u63a7\u9700\u6c42\uff0c\u4e0e\u201c\u81ea\u4e3b\u96c6\u7fa4\u201d\u7684\u9ed1\u7bb1\u7279\u6027\u53ef\u80fd\u5b58\u5728\u6839\u672c\u51b2\u7a81\u3002Kimi K2.5\u82e5\u60f3\u4ece\u6280\u672f\u6f14\u793a\u8d70\u5411\u751f\u4ea7\u6838\u5fc3\uff0c\u5fc5\u987b\u8bc1\u660e\u5176\u96c6\u7fa4\u5728\u590d\u6742\u3001\u6a21\u7cca\u7684\u771f\u5b9e\u4efb\u52a1\u4e2d\uff0c\u4e0d\u4ec5\u5feb\uff0c\u800c\u4e14\u53ef\u9760\u3001\u900f\u660e\u3001\u53ef\u9884\u6d4b\u3002\u5426\u5219\uff0c\u201c\u667a\u80fd\u4f53\u96c6\u7fa4\u201d\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u5728\u7279\u5b9a\u57fa\u51c6\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u5374\u5728\u73b0\u5b9e\u590d\u6742\u7cfb\u7edf\u4e2d\u9677\u5165\u6df7\u4e71\u7684\u6602\u8d35\u73a9\u5177\u3002\u5f00\u6e90\u5176\u80fd\u529b\u662f\u4e00\u6b65\u597d\u68cb\uff0c\u53ef\u5438\u5f15\u793e\u533a\u5171\u5efa\u751f\u6001\uff0c\u4f46\u6700\u7ec8\u8003\u9a8c\u7684\uff0c\u4ecd\u662f\u5176\u5728\u771f\u5b9e\u4e16\u754c\u6df7\u6c8c\u4e2d\u5c55\u73b0\u51fa\u7684\u9c81\u68d2\u6027\u4e0e\u5b9e\u7528\u4ef7\u503c\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\">Kimi K2.5<\/span>\n <\/div>\n<div class=\"comment-content\">Kimi K2.5 is Kimi’s most intelligent model to date, achieving open-source SoTA performance in Agent, code, visual understanding, and a range of general intelligent tasks. It is also Kimi’s most versatile model to date, featuring a native multimodal architecture that supports both visual and text input, thinking and non-thinking modes, and dialogue and Agent tasks.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>Multi-agent architectures are evolving, and Kimi K2.5 executes the “Swarm” concept at a level of scale and native integration we haven’t seen before.<\/p>\n<p>Instead of just making a single model think longer (scaling up), they are <strong><em>scaling out<\/em><\/strong>.<\/p>\n<p>K2.5 introduces the “<strong><em>Agent Swarm<\/em><\/strong>” paradigm. For complex tasks, it autonomously spawns up to 100 sub-agents to execute workflows in parallel, reducing execution time by up to 4.5x.<\/p>\n<p>The Native Multimodality also looks practical, especially the ability to generate code directly from screen recordings (Video-to-Code), rather than just static images.<\/p>\n<p>Kimi also released <a href=\"https:\/\/www.kimi.com\/code\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kimi Code<\/a>, which integrates these agentic capabilities directly into the terminal and IDEs like <a href=\"https:\/\/www.producthunt.com\/products\/vscode\" target=\"_blank\" rel=\"noopener\">@VS Code<\/a>, <a href=\"https:\/\/www.producthunt.com\/products\/cursor\" target=\"_blank\" rel=\"noopener\">@Cursor<\/a>, <a href=\"https:\/\/www.producthunt.com\/products\/jetbrains\" target=\"_blank\" rel=\"noopener\">@JetBrains<\/a> and <a href=\"https:\/\/www.producthunt.com\/products\/zed\" target=\"_blank\" rel=\"noopener\">@Zed<\/a>.<\/p>\n<p>Impressive to see this level of capability\u2014especially the “Swarm” orchestration\u2014being open-sourced!<\/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>100 sub-agents sounds wild until you hit the coordination ceiling. Research keeps showing teams above 3-4 agents see communication overhead spike faster than reasoning gains. Would love to know if K2.5’s orchestrator prunes inactive agents dynamically or runs more fire-and-forget.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Kimi K2.5 beats Opus 4.5 on every coding benchmark!? Wow. <\/p>\n<\/p>\n<p>FWIW the model is free for a week on <a href=\"https:\/\/www.producthunt.com\/products\/kilocode\" target=\"_blank\" rel=\"noopener\">@Kilo Code<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Benchmarks for agentic coding often depend heavily on the scaffold (tools, retry policies, sandboxes, timeouts). What parts of your agent stack are doing the heavy lifting versus the base model, and what would you recommend teams replicate first to get similar results in their own environments?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Agent Swarm sounds really interesting. Does each agent on the swarm can make their own tool\/mcp callings or they are consolidated by the main agent?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Can we use it to connect local databases or internal APIs to the Swarm for enterprise-level automation?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EX2BK6LGKT5RQZ\" class=\"app-title\">Prism<\/a><\/p>\n<div class=\"one-liner\">A free, LaTeX-native workspace for scientists<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">147<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Prism\u662f\u4e00\u6b3e\u7531GPT-5.2\u9a71\u52a8\u7684\u514d\u8d39\u4e91\u7aefLaTeX\u5de5\u4f5c\u533a\uff0c\u4e3a\u79d1\u7814\u4eba\u5458\u5728\u8bba\u6587\u5199\u4f5c\u4e0e\u534f\u4f5c\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5de5\u5177AI\u80fd\u529b\u5272\u88c2\u3001\u534f\u4f5c\u4e0d\u4fbf\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\/808e546b-4242-4a61-b9df-1d74ff019742.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f0cecb74-e142-486d-b966-0bf6c718962a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5520dcf1-3031-4c71-a1c6-36e544441dd3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c780b6c8-0c39-4a74-b87d-4be11eaef0b1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/06c45408-c65a-4789-8b04-7cdf37c69c13.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b40ae74a-9d09-4e9d-9380-016146091f8b.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\/83dc8ad4-168e-4955-bece-a56544a7d214.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=xnInEsaaj9c&sttick=0\"><source src=\"https:\/\/www.youtube.com\/watch?v=xnInEsaaj9c&sttick=0\" 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\">Writing<\/span><br \/>\n <span class=\"tag\">Science<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u79d1\u7814\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">LaTeX\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">AI\u5199\u4f5c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4e91\u7aef\u5de5\u4f5c\u533a<\/span><br \/>\n <span class=\"tag\">GPT-5.2<\/span><br \/>\n <span class=\"tag\">\u8bba\u6587\u5199\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5b66\u672f\u7814\u7a76<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u79d1\u5b66\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\u8ba4\u53efLaTeX\u4e0eAI\u7ed3\u5408\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u65e0\u9700\u5728\u5de5\u5177\u95f4\u590d\u5236\u7c98\u8d34\u662f\u4e00\u5927\u8fdb\u6b65\u3002\u6838\u5fc3\u7591\u95ee\u805a\u7126\u4e8eGPT-5.2\u5bf9\u5168\u6587\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u6df1\u5ea6\uff0c\u4ee5\u53ca\u5176\u80fd\u5426\u81ea\u52a8\u68c0\u6d4b\u8bba\u6587\u4e0d\u540c\u90e8\u5206\uff08\u5982\u6570\u636e\u4e0e\u8ba8\u8bba\uff09\u95f4\u7684\u903b\u8f91\u77db\u76fe\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 Prism\u5e76\u975e\u7b80\u5355\u7684\u201cOverleaf + ChatGPT\u201d\u7f1d\u5408\u602a\uff0c\u5176\u5ba3\u79f0\u7684\u201cLaTeX-native\u201d\u4e0e\u201cfull context\u201d\u8bbf\u95ee\u80fd\u529b\uff0c\u76f4\u51fb\u4e86\u5f53\u524dAI\u79d1\u7814\u52a9\u624b\u7684\u6838\u5fc3\u8f6f\u808b\u2014\u2014\u788e\u7247\u5316\u3002\u4f20\u7edf\u6a21\u5f0f\u4e0b\uff0c\u7814\u7a76\u8005\u9700\u5c06\u516c\u5f0f\u3001\u56fe\u8868\u3001\u53c2\u8003\u6587\u732e\u5207\u7247\u5f0f\u5730\u5582\u7ed9AI\uff0c\u5bfc\u81f4\u4fe1\u606f\u4e22\u5931\u4e0e\u7406\u89e3\u504f\u5dee\u3002Prism\u901a\u8fc7\u6784\u5efa\u4e00\u4e2a\u4ee5\u9879\u76ee\u4e3a\u5355\u4f4d\u7684\u7edf\u4e00\u4e0a\u4e0b\u6587\u73af\u5883\uff0c\u8ba9GPT-5.2\u80fd\u57fa\u4e8e\u5b8c\u6574\u7684\u8bba\u6587\u7ed3\u6784\u3001\u65b9\u7a0b\u548c\u5f15\u7528\u8fdb\u884c\u5de5\u4f5c\uff0c\u8fd9\u7406\u8bba\u4e0a\u5c06AI\u4ece\u201c\u6bb5\u843d\u7ea7\u6821\u5bf9\u8005\u201d\u63d0\u5347\u4e3a\u201c\u7bc7\u7ae0\u7ea7\u534f\u4f5c\u8005\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u8003\u9a8c\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5728\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u6280\u672f\u5c42\u9762\uff0cGPT-5.2\u5bf9\u590d\u6742\u79d1\u5b66\u903b\u8f91\u3001\u8de8\u7ae0\u8282\u4e00\u81f4\u6027\u7684\u7406\u89e3\u4e0e\u6821\u9a8c\u80fd\u529b\u662f\u5426\u771f\u5982\u5ba3\u4f20\u822c\u53ef\u9760\uff0c\u65e9\u671f\u7528\u6237\u5173\u4e8e\u201c\u68c0\u6d4b\u903b\u8f91\u77db\u76fe\u201d\u7684\u63d0\u95ee\u5df2\u89e6\u53ca\u6b64\u8981\u5bb3\u3002\u4e8c\u662f\u751f\u6001\u5c42\u9762\uff0c\u4f5c\u4e3aOpenAI\u65d7\u4e0b\u4ea7\u54c1\uff0c\u5b83\u8bd5\u56fe\u4ee5\u514d\u8d39\u4e2a\u4eba\u7248\u5207\u5165\uff0c\u6784\u5efa\u4ece\u4e2a\u4eba\u7814\u7a76\u8005\u5230\u4f01\u4e1a\u3001\u6559\u80b2\u673a\u6784\u7684\u95ed\u73af\uff0c\u8fd9\u4e0d\u4ec5\u662f\u63d0\u4f9b\u4e00\u4e2a\u5de5\u5177\uff0c\u66f4\u662f\u5e03\u5c40\u4e00\u4e2a\u4ee5AI\u4e3a\u6838\u5fc3\u7684\u672a\u6765\u79d1\u7814\u5de5\u4f5c\u6d41\u6807\u51c6\u3002\u98ce\u9669\u5728\u4e8e\uff0c\u5b83\u53ef\u80fd\u5c06\u5b66\u672f\u5199\u4f5c\u8fdb\u4e00\u6b65\u5bfc\u5411\u201c\u9ed1\u7bb1\u5316\u201d\u4f9d\u8d56\uff0c\u4e14\u5176\u4e0eChatGPT\u8d26\u6237\u7684\u7ed1\u5b9a\uff0c\u610f\u5473\u7740\u6570\u636e\u4e0e\u5de5\u4f5c\u6d41\u7684\u6df1\u5ea6\u6346\u7ed1\u3002\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u5b83\u80fd\u5426\u5728\u63d0\u5347\u6548\u7387\u7684\u540c\u65f6\uff0c\u771f\u6b63\u5b88\u62a4\u79d1\u7814\u7684\u4e25\u8c28\u6027\u4e0e\u81ea\u4e3b\u6027\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\">Prism<\/span>\n <\/div>\n<div class=\"comment-content\">Introducing Prism, a free workspace for scientists to write and collaborate on research, powered by GPT-5.2.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey Hunters <\/strong>\ud83d\ude80<\/p>\n<\/p>\n<p>Today I\u2019m sharing <strong>Prism by OpenAI<\/strong> \u2014 a powerful, free workspace for scientists and researchers to write, collaborate, and build research papers using a LaTeX-native, cloud-based editor, fully powered by <strong>GPT-5.2<\/strong>.<\/p>\n<\/p>\n<p><strong>What makes Prism special?<\/strong><\/p>\n<ul>\n<li>\n<p>Unlimited projects & collaborators<\/p>\n<\/li>\n<li>\n<p>Cloud-based, LaTeX-native research workspace<\/p>\n<\/li>\n<li>\n<p>GPT-5.2 works <em>inside your project<\/em> with full context \u2014 equations, references, structure & more<\/p>\n<\/li>\n<li>\n<p>Designed specifically for scientific writing & collaboration<\/p>\n<\/li>\n<\/ul>\n<p>Prism is available <strong>today for anyone with a ChatGPT personal account<\/strong>, with Business, Team, Enterprise & Education plans coming soon.<\/p>\n<\/p>\n<p>If you\u2019re a researcher, student, or academic \u2014 this could seriously change how you write papers.<\/p>\n<p>Would love to hear your thoughts & feedback! <\/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\/@saaswarrior\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@saaswarrior<\/a> latex and ai together finally makes sense. writing equations and then asking ai to help explain or fix them without copy pasting between tools is huge for researchers.<\/p>\n<p>does gpt 5.2 understand the full paper context or just the section youre working on?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>with few line of chat\ud83e\udd2f\ud83e\udd2fit preety much can do anything, more then Overleaf with <strong>na\u00b7tive<\/strong> GPT intelligence, I would say! i am thinking how futher you guys can take it.. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6955d8d6-aba3-47b9-9bf1-942beed5aefb.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>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>Since Prism understands the full context, can it detect logical contradictions between the results in a table and the analysis in the discussion section 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<\/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\/OTSDUQKHKKLZL6\" class=\"app-title\">Polyglotta<\/a><\/p>\n<div class=\"one-liner\">Translate and learn many languages at once<\/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>Polyglotta\u662f\u4e00\u6b3e\u591a\u8bed\u8a00\u5e76\u884c\u7ffb\u8bd1\u4e0eAI\u5b66\u4e60\u5de5\u5177\uff0c\u901a\u8fc7\u5e76\u6392\u5c55\u793a\u591a\u79cd\u8bed\u8a00\u8bd1\u6587\uff0c\u89e3\u51b3\u4e86\u8bed\u8a00\u5b66\u4e60\u8005\u3001\u591a\u8bed\u4f7f\u7528\u8005\u5728\u8de8\u8bed\u8a00\u5bf9\u6bd4\u7406\u89e3\u548c\u6df1\u5ea6\u638c\u63e1\u8bed\u8a00\u7ec6\u5fae\u5dee\u522b\u65f6\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\/205d2933-f7a9-417f-8eb9-96bdf94df617.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d548714-2b07-4b43-9131-a76b20cbc415.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/427a5c7d-4a8b-47dd-9861-8e51204c2c3c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d70d076d-e3cb-4db2-ac92-11d98143913f.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\">Education<\/span><br \/>\n <span class=\"tag\">Languages<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u591a\u8bed\u8a00\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">AI\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u5e76\u884c\u5bf9\u6bd4<\/span><br \/>\n <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60\u793e\u533a<\/span><br \/>\n <span class=\"tag\">\u8bed\u6cd5\u5dee\u5f02\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u53d1\u97f3\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u79cd\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u7ffb\u8bd1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6559\u80b2\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u8bed\u8a00\u7231\u597d\u8005<\/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\u591a\u8bed\u8a00\u5e76\u884c\u5bf9\u6bd4\u7684\u6838\u5fc3\u521b\u610f\uff0c\u8ba4\u4e3a\u80fd\u76f4\u89c2\u5c55\u73b0\u8bed\u6cd5\u548c\u8bed\u4e49\u5dee\u5f02\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u662f\u5426\u652f\u6301\u65b9\u8a00\u53d1\u97f3\u3001\u90e8\u5206\u8bed\u8a00\u7f3a\u5931\u3001Logo\u7f29\u653e\u95ee\u9898\u3001\u79fb\u52a8\u7aef\u5e94\u7528\u7f3a\u5931\uff0c\u4ee5\u53ca\u5176\u4e0e\u901a\u7528AI\u804a\u5929\u5de5\u5177\u5728\u7ffb\u8bd1\u4efb\u52a1\u4e0a\u7684\u5dee\u5f02\u5316\u4f18\u52bf\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 Polyglotta\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u66ff\u4ee3\u901a\u7528\u7ffb\u8bd1\u5668\u6216ChatGPT\uff0c\u800c\u5728\u4e8e\u89e3\u6784\u201c\u7ffb\u8bd1\u201d\u884c\u4e3a\u672c\u8eab\u3002\u4f20\u7edf\u7ffb\u8bd1\u8ffd\u6c42\u4eceA\u5230B\u7684\u201c\u51c6\u786e\u201d\u6620\u5c04\uff0c\u800cPolyglotta\u901a\u8fc7\u591a\u8bed\u8a00\u5e76\u7f6e\uff0c\u5c06\u7ed3\u679c\u4ece\u201c\u4e00\u4e2a\u7b54\u6848\u201d\u53d8\u4e3a\u201c\u4e00\u4e2a\u5149\u8c31\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u662f\u53ef\u89c6\u5316\u201c\u610f\u4e49\u201d\u5728\u4e0d\u540c\u8bed\u8a00\u7cfb\u7edf\u4e2d\u7684\u6d41\u52a8\u4e0e\u53d8\u5f62\u3002\u8fd9\u6070\u597d\u51fb\u4e2d\u4e86\u9ad8\u9636\u8bed\u8a00\u7528\u6237\uff08\u5b66\u4e60\u8005\u3001\u591a\u8bed\u8005\u3001\u8bd1\u8005\uff09\u672a\u88ab\u6ee1\u8db3\u7684\u6df1\u5c42\u9700\u6c42\uff1a\u4ed6\u4eec\u4e0d\u4ec5\u8981\u201c\u77e5\u9053\u600e\u4e48\u8bf4\u201d\uff0c\u66f4\u8981\u7406\u89e3\u201c\u4e3a\u4f55\u8fd9\u6837\u8bf4\u201d\u4ee5\u53ca\u201c\u5176\u4ed6\u8bed\u8a00\u5982\u4f55\u8bf4\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5730\u7528\u201c\u5e76\u884c\u754c\u9762\u201d\u8fd9\u4e00\u7b80\u5355\u4ea4\u4e92\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u9700\u591a\u5f00\u6807\u7b7e\u624b\u52a8\u5bf9\u6bd4\u7684\u7e41\u7410\uff0c\u5c06\u5bf9\u6bd4\u5b66\u4e60\u8fc7\u7a0b\u4ece\u4f53\u529b\u6d3b\u5347\u7ea7\u4e3a\u6d1e\u5bdf\u529b\u8bad\u7ec3\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5176\u6838\u5fc3\u573a\u666f\u867d\u7cbe\u51c6\u5374\u76f8\u5bf9\u5c0f\u4f17\uff0c\u4ece\u201c\u4e13\u4e1a\u5de5\u5177\u201d\u8d70\u5411\u201c\u5927\u4f17\u5e02\u573a\u201d\u9700\u8981\u66f4\u666e\u9002\u7684\u529f\u80fd\u94a9\u5b50\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4e0eChatGPT\u533a\u522b\u201d\u7684\u8d28\u7591\u76f4\u6307\u8981\u5bb3\uff1a\u5982\u679c\u4ec5\u662f\u754c\u9762\u4f18\u5316\u548c\u6a21\u578b\u5fae\u8c03\uff0c\u5176\u6280\u672f\u58c1\u5792\u548c\u957f\u671f\u62a4\u57ce\u6cb3\u4f55\u5728\uff1f\u56e2\u961f\u56de\u590d\u4e2d\u63d0\u5230\u7684\u201c\u591a\u8bed\u8a00\u4e0a\u4e0b\u6587\u201d\u7ba1\u7406\u662f\u6b63\u786e\u65b9\u5411\uff0c\u4f46\u9700\u66f4\u6781\u81f4\u5730\u4f53\u73b0\u4e3a\u4e0d\u53ef\u66ff\u4ee3\u7684\u8de8\u8bed\u8a00\u5206\u6790\u529f\u80fd\uff0c\u5982\u6df1\u5ea6\u8bed\u6cd5\u89e3\u6784\u6216\u6587\u5316\u8bed\u5883\u6ce8\u91ca\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cPolyglotta\u5356\u7684\u662f\u4e00\u79cd\u201c\u8bed\u8a00\u4e16\u754c\u89c2\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u652f\u6301\u7684\u8bed\u79cd\u6570\u91cf\uff0c\u800c\u53d6\u51b3\u4e8e\u5176\u5de5\u5177\u80fd\u5426\u771f\u6b63\u5e2e\u52a9\u7528\u6237\u6784\u5efa\u8d77\u7cfb\u7edf\u6027\u7684\u8de8\u8bed\u8a00\u601d\u7ef4\u3002\u5f53\u524d\u7248\u672c\u96c6\u6210\u7684\u793e\u533a\u3001\u6210\u5c31\u7cfb\u7edf\uff0c\u663e\u793a\u4e86\u5176\u5411\u201c\u5b66\u4e60\u5e73\u53f0\u201d\u62d3\u5c55\u7684\u610f\u56fe\uff0c\u4f46\u6839\u57fa\u4ecd\u9700\u624e\u5728\u72ec\u4e00\u65e0\u4e8c\u7684\u8bed\u8a00\u5bf9\u6bd4\u6df1\u5ea6\u4e0a\u3002\u82e5\u4ec5\u6b62\u6b65\u4e8e\u7f8e\u89c2\u7684\u5e76\u884c\u8f93\u51fa\uff0c\u5b83\u7ec8\u5c06\u53ea\u662f\u4e00\u4e2a\u529f\u80fd\u6027\u7684\u201c\u73a9\u5177\u201d\uff1b\u82e5\u80fd\u6df1\u5ea6\u878d\u5408\u8bed\u8a00\u5b66\u6d1e\u5bdf\uff0c\u6210\u4e3a\u7528\u6237\u7406\u89e3\u8bed\u8a00\u5185\u5728\u903b\u8f91\u7684\u201c\u601d\u7ef4\u5bfc\u56fe\u201d\uff0c\u5b83\u624d\u6709\u6f5c\u529b\u5f00\u8f9f\u4e00\u4e2a\u5168\u65b0\u7684\u54c1\u7c7b\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\">Polyglotta<\/span>\n <\/div>\n<div class=\"comment-content\">Multilingual translator and language learner AI agent \u2014 made for people who speak, think, and learn across more than one language.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Polyglotta is a multilingual translator and AI-powered language learning partner designed for curious minds. Unlike traditional translators that go from one language to another, Polyglotta shows you multiple languages side by side, helping you understand how meaning shifts, repeats, or transforms across cultures. Whether you’re a learner, polyglot, or just deeply curious, Polyglotta helps you explore languages in context.<\/p>\n<p>Polyglotta is made for:<br \/>\n\u2022 Language learners at any level<br \/>\n\u2022 Polyglots who think across multiple languages<br \/>\n\u2022 Students and educators<br \/>\n\u2022 Translators seeking context and nuance<br \/>\n\u2022 Curious minds exploring language patterns<br \/>\n\u2022 Anyone who wants to understand how languages shape meaning<\/p>\n<p>It’s perfect for people who want to go beyond basic translation and truly understand language.<\/p>\n<p>Polyglotta offers:<br \/>\n\u2022 Translation in 70+ languages with side-by-side comparison<br \/>\n\u2022 Two modes: Translate (direct translation) and Chat (interactive AI partner)<br \/>\n\u2022 3 custom-optimized AI models powered by leading AI providers<br \/>\n\u2022 High-quality AI audio pronunciation in multiple voices<br \/>\n\u2022 Saved chat history and conversation management<br \/>\n\u2022 Community features: voting, achievements, and translation threads<br \/>\n\u2022 Public user profiles with activity tracking<br \/>\n\u2022 Real-time streaming responses<br \/>\n\u2022 Language auto-detection<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@milukove\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@milukove<\/a> This is such a cool take on translation\/language learning! The side-by-side 70+ lang comparison is a game-changer for understanding nuance\u2014do the AI models tailor the pronunciation to regional dialects at all? Can\u2019t wait to dive in and mess around with this \ud83d\udde3\ufe0f\ud83c\udf10<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@milukove @natalsha Congratulations on your launch \ud83c\udf89\ud83c\udf89<\/p>\n<p>As someone who’s been really fascinated by other languages and is currently learning in my free time, I’m really impressed by the idea. I noticed you don’t have some languages covered though, was kind of hoping you would \ud83d\ude05.<\/p>\n<p>Also, I noticed your logo doesn’t really scale well especially when scaled down. I noticed it in the icon on the chat interface. I’ve got a few ideas concerning that, would you like to hear them?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>good job <a href=\"https:\/\/www.producthunt.com\/@milukove\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"milukove\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@milukove<\/a> I love how you worked the new interfaces making it so easy to digest and access features — also love the gamification part, I’m eager to earn my first badges \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\">\n<p>congatulations on the launch! as an undergraduate in philology and a real languages lover, I feel seen with Polyglotta. it seems to me that it actually can be very beneficial when learning a couple of languages from the same group at once, so you get to learn new words and see the differences in similar languages <br \/>will 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yellow_yetti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yellow_yetti<\/a> Thank you for the kind words \u2764\ufe0f Let us know about your experience, once you’ll try it, we are eager to hear the feedback from a real language lover!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 work in 4 languages. Looks great. Figuring out best way to use it profesionally. Any ideas anyone?<\/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>looks clean. curious how you position this against just asking chatgpt to translate into multiple languages at once? whats the main reason someone would switch?<\/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\/@topfuelauto\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@topfuelauto<\/a> Glad you asked. The main advantage is the ease of use and broader knowledge base. <\/p>\n<p>Polyglotta is optimized for language learning and translation, not for generic tasks, and it affects everything: from the personalization settings and user interface, to the selection of models and third-party tools we are integrating with. <\/p>\n<p>We bring together traditional translation tools and interfaces, AI powered knowledge and high-quality audio generation, and community of like minded people curious about learning languages.<\/p>\n<p>Last, but not least, is a multilingual context. Try to talk to chatgpt about 3+ languages at once, and it will get messy really quick. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations!!<\/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\/@dav_macias\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dav_macias<\/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>translating into multiple languages at once is such a niche but real problem for polyglots. usually i have 5 tabs open to compare them. does it show the grammatical differences side-by-side?<\/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\">@samet_sezer <\/p>\n<p>That \u201cfive tabs open\u201d habit is exactly why Polyglotta exists. Putting translations side by side makes differences in structure and grammar obvious, instead of hiding them behind a single output.<\/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>Really cool concept! Not a polyglot here, but I speak a couple of languages and sometimes get really curious to know the respective translation equivalents in all of them. Is there a mobile 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@davidkaufmann\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@davidkaufmann<\/a> Thanks! Mobile app is not there yet, but it is in active development, coming really soon.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/FNS67K32GWQEXI\" class=\"app-title\">What\u2019s in that direction?<\/a><\/p>\n<div class=\"one-liner\">A compass that shows landmarks, sunrise\/sunset + golden hour<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">122<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5c06\u7269\u7406\u65b9\u5411\u4e0e\u6570\u5b57\u5730\u6807\u4fe1\u606f\u7ed3\u5408\u7684\u8da3\u5473\u6307\u5357\u9488\u5e94\u7528\uff0c\u5728\u65c5\u884c\u6216\u65e5\u5e38\u63a2\u7d22\u4e2d\uff0c\u89e3\u51b3\u7528\u6237\u5bf9\u89c6\u7ebf\u524d\u65b9\u672a\u77e5\u5730\u70b9\u4e0e\u81ea\u7136\u73b0\u8c61\uff08\u5982\u65e5\u51fa\u65e5\u843d\uff09\u7684\u597d\u5947\u4e0e\u4fe1\u606f\u9700\u6c42\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\/3f886e55-8d3b-4e55-aefb-95eda8b26e79.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9f9710d1-df10-462a-aa09-aaa0be0bb384.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d632c90-a6e5-4f6c-bf5b-0cc9eb2735b3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/091bca89-b7f1-4ea2-b4f7-c06eb91524b9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/04d7ada1-b636-45df-8726-91bce857da5b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Travel<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5de5\u5177\u7c7b\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8da3\u5473\u6307\u5357\u9488<\/span><br \/>\n <span class=\"tag\">\u589e\u5f3a\u73b0\u5b9e<\/span><br \/>\n <span class=\"tag\">\u5730\u7406\u63a2\u7d22<\/span><br \/>\n <span class=\"tag\">\u65c5\u884c\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5174\u8da3\u70b9\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u65e5\u843d\u65e5\u51fa<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u63a2\u7d22<\/span><br \/>\n <span class=\"tag\">\u573a\u666f\u5316\u4fe1\u606f<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u72ec\u7279\u521b\u610f\u4e0e\u63a2\u7d22\u4e50\u8da3\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u90e8\u5206\u533a\u57df\u65e0\u6cd5\u4f7f\u7528\uff1b\u5efa\u8bae\u589e\u52a0\u81ea\u5b9a\u4e49\u5174\u8da3\u70b9\u3001\u5730\u56fe\u89c6\u56fe\u3001\u5217\u8868\u6392\u5e8f\u529f\u80fd\uff1b\u5bf9\u52a0\u5165\u9910\u996e\u6570\u636e\uff08\u9700\u5e26\u8bc4\u4ef7\uff09\u6709\u9700\u6c42\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u5e76\u900f\u9732\u5df2\u89c4\u5212\u90e8\u5206\u529f\u80fd\u53ca\u62e5\u6709\u9910\u996e\u6570\u636e\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 \u8fd9\u6b3e\u4ea7\u54c1\u5728\u201c\u529f\u80fd\u7206\u70b8\u201d\u7684\u73b0\u4ee3\u5e94\u7528\u751f\u6001\u4e2d\uff0c\u8bd5\u56fe\u56de\u5f52\u201c\u7b80\u5355\u6709\u8da3\u201d\u7684\u672c\u8d28\uff0c\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u65b9\u5411\u201d\u8fd9\u4e00\u539f\u59cb\u4ea4\u4e92\u7ef4\u5ea6\u7684\u6570\u636e\u5316\u91cd\u6784\u3002\u5b83\u5de7\u5999\u5730\u5c06\u624b\u673a\u4f20\u611f\u5668\uff08\u6307\u5357\u9488\uff09\u8f6c\u5316\u4e3a\u4e00\u4e2a\u4fe1\u606f\u67e5\u8be2\u7684\u201c\u6307\u5411\u6027\u201d\u89e6\u53d1\u5668\uff0c\u628a\u7269\u7406\u7a7a\u95f4\u4e0e\u6570\u5b57\u5174\u8da3\u70b9\u6570\u636e\u5e93\u8fdb\u884c\u4e86\u8f7b\u91cf\u7ea7\u4f46\u5bcc\u6709\u8bd7\u610f\u7684\u8fde\u63a5\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\u5176\u6838\u5fc3\u4f53\u9a8c\u4e25\u91cd\u4f9d\u8d56\u9ad8\u8d28\u91cf\u3001\u6709\u8da3\u5473\u6027\u7684POI\uff08\u5174\u8da3\u70b9\uff09\u6570\u636e\u5e93\uff0c\u8fd9\u9700\u8981\u6301\u7eed\u8fd0\u8425\u548c\u672c\u5730\u5316\u6df1\u8015\uff0c\u5426\u5219\u6781\u6613\u6ca6\u4e3a\u201c\u53e6\u4e00\u4e2a\u663e\u793a\u9644\u8fd1\u666f\u70b9\u7684\u5730\u56fe\u201d\u3002\u7528\u6237\u5bf9\u9910\u996e\u6570\u636e\u7684\u9700\u6c42\u6070\u6070\u5370\u8bc1\u4e86\u5de5\u5177\u201c\u5b9e\u7528\u6027\u201d\u7684\u7f3a\u5931\uff0c\u82e5\u53ea\u505c\u7559\u5728\u201c\u730e\u5947\u201d\uff0c\u7528\u6237\u65b0\u9c9c\u611f\u8fc7\u540e\u7559\u5b58\u582a\u5fe7\u3002\u5176\u6b21\uff0c\u5176\u4ea4\u4e92\u5f62\u5f0f\uff08\u4e3e\u7740\u624b\u673a\u56db\u5904\u8f6c\uff09\u867d\u6709\u8da3\uff0c\u4f46\u53ef\u80fd\u5e76\u975e\u9ad8\u9891\u6216\u521a\u9700\u573a\u666f\uff0c\u66f4\u50cf\u65c5\u884c\u4e2d\u7684\u201c\u8c03\u5473\u54c1\u201d\u800c\u975e\u201c\u4e3b\u83dc\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u7684\u56de\u590d\u6765\u770b\uff0c\u56e2\u961f\u5df2\u610f\u8bc6\u5230\u5de5\u5177\u5316\u6269\u5c55\u7684\u5fc5\u8981\u6027\uff08\u5982\u8bb0\u5f55\u505c\u8f66\u4f4d\u7f6e\uff09\uff0c\u8fd9\u6b63\u5728\u5c06\u4ea7\u54c1\u4ece\u201c\u73a9\u5177\u201d\u8f6c\u5411\u201c\u5de5\u5177\u201d\u3002\u4f46\u9700\u8b66\u60d5\u529f\u80fd\u8513\u5ef6\u7834\u574f\u6700\u521d\u7684\u6781\u7b80\u7f8e\u5b66\u3002\u4ea7\u54c1\u7684\u672a\u6765\uff0c\u5728\u4e8e\u80fd\u5426\u5728\u201c\u53d1\u73b0\u672a\u77e5\u7684\u60ca\u559c\u611f\u201d\u4e0e\u201c\u63d0\u4f9b\u7a33\u5b9a\u7684\u5b9e\u7528\u4ef7\u503c\u201d\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u70b9\u3002\u5b83\u6216\u8bb8\u65e0\u6cd5\u6210\u4e3a\u4e3b\u6d41\u5bfc\u822a\u5de5\u5177\uff0c\u4f46\u82e5\u80fd\u6df1\u8015\u5782\u76f4\u573a\u666f\uff08\u5982\u5386\u53f2\u9057\u8ff9\u63a2\u7d22\u3001\u5730\u7406\u6559\u5b66\u3001\u6444\u5f71\u91c7\u98ce\uff09\uff0c\u6210\u4e3a\u4e00\u4e2a\u5c0f\u800c\u7f8e\u7684\u4e13\u4e1a\u63a2\u7d22\u4f34\u4fa3\uff0c\u5176\u751f\u547d\u529b\u5c06\u8fdc\u8d85\u4e00\u4e2a\u5355\u7eaf\u6709\u8da3\u7684\u521b\u610fdemo\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\">What\u2019s in that direction?<\/span>\n <\/div>\n<div class=\"comment-content\">Miss when apps were simple and fun? This one’s for you! Here’s a playful way to discover what’s ahead, whatever direction you point your phone in. This compass app shows you places of interest (famous, unusual or local) in your line of sight. It also includes the location and time of sunset and sunrise as well as the current sun position. See the world in a new way. And have some fun. Whether you’re in on a trip or just standing in your backyard.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built an app for people who can\u2019t stop exploring what\u2019s around them.<br \/>\nI like to nerd out while travelling. Like hunting for obscure and quirky places, always exploring my surroundings.<br \/>\nWhich inspired me for this rather unconventional compass app.<br \/>\nWould love some feedback.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such great fun to build as a side project! We’ve got the following features in mind for the future, feel free to let us know which ones interest you most.<\/p>\n<ul>\n<li>\n<p>Keep your own points of interest, with a homescreen widget to quickly add new ones (like parked my car here, saw this place driving by and save it for future research)<\/p>\n<\/li>\n<li>\n<p>A new compass face with a map – sort of a gta-style inspired minimap<\/p>\n<\/li>\n<li>\n<p>a list overview for all sights & attractions, sortable by distance and direction<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this is so cool! Was going to try it out, but realised the app is currently unavailable in my region \ud83d\ude41 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> where are you based?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Good luck with your launch, guys, this app is very interesting!<\/p>\n<p>I love travelling and exploring, so I think I’d love it.<\/p>\n<\/p>\n<p>I’m curious: are you planning to also add restaurants and places where you can eat?<\/p>\n<p>It would be extremely helpful when you’re wandering in a new city, start getting hungry, and just want to know the closest available place.<\/p>\n<p>(If you’re wondering, yes, I’m a bit of a foodie too :D)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pamela_arienti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pamela_arienti<\/a> we do actually have restaurant data but we figured that it probably wouldn’t be very helpful without reviews, but let me know if you still think it would be useful?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 installed it. Absolutely love the 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\/@sneas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sneas<\/a> thanks! have fun and let me know if you have some 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>I love it and the idea is so unique!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/LVMCQBV4UL5WAE\" class=\"app-title\">employkids<\/a><\/p>\n<div class=\"one-liner\">Hire your kids so they can retire millionaires <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">112<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u81ea\u52a8\u5316\u96c7\u4f63\u534f\u8bae\u3001\u5de5\u4f5c\u8bb0\u5f55\u548c\u652f\u4ed8\u51ed\u8bc1\u751f\u6210\u6765\u7b80\u5316\u6d41\u7a0b\u7684APP\uff0c\u5e2e\u52a9\u7f8e\u56fd\u7236\u6bcd\u5408\u6cd5\u96c7\u4f63\u5b50\u5973\u4ece\u4e8b\u5bb6\u52a1\u5e76\u4e3a\u5176\u5efa\u7acb\u7f57\u65afIRA\u8d26\u6237\uff0c\u89e3\u51b3\u7a0e\u52a1\u5408\u89c4\u6587\u4ef6\u7e41\u7410\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\/b38318c8-3e6a-4df7-a0a7-9434a3c902f8.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/IO8ATQQkj6I\"><source src=\"https:\/\/youtu.be\/IO8ATQQkj6I\" 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\/e0873085-c162-43e5-8103-eec955aae507.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/db3dea39-230f-4732-a4d9-7291e8fb4781.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8b041a38-7e73-4589-a41b-3a5e4d521d78.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e15a600b-97bc-432a-9379-73efe031b9cf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2cec4e0c-7dd6-4df3-bb5d-068f30873d29.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9d3513f1-a5b9-4768-87ca-069c6e2ca0a3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2a8fa6b2-29a9-4b40-86bd-772ef0495f3d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Kids & Parenting<\/span><br \/>\n <span class=\"tag\">Accounting<\/span><br \/>\n <span class=\"tag\">Personal Finance<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7a0e\u52a1\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5ead\u6559\u80b2\u7406\u8d22<\/span><br \/>\n <span class=\"tag\">\u513f\u7ae5\u8d22\u5bcc\u79ef\u7d2f<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u7f57\u65afIRA<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5ead\u96c7\u4f63<\/span><br \/>\n <span class=\"tag\">\u7a0e\u52a1\u5408\u89c4<\/span><br \/>\n <span class=\"tag\">\u8d22\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7f8e\u56fd\u5bb6\u5ead<\/span><br \/>\n <span class=\"tag\">\u4eb2\u5b50\u7406\u8d22<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4ebaJerry\u4ee5\u4e13\u4e1a\u80cc\u666f\u9610\u8ff0\u4ea7\u54c1\u903b\u8f91\uff0c\u83b7\u8ba4\u53ef\u3002\u7528\u6237\u53cd\u9988\u805a\u7126\u4e8e\u7b56\u7565\u7684\u957f\u671f\u4ef7\u503c\u4e0e\u6267\u884c\u969c\u788d\uff0c\u5e76\u63d0\u51fa\u4e86\u5bf9\u5730\u57df\u9002\u7528\u6027\u53ca\u52b3\u52a8\u6cd5\u5408\u89c4\u6027\u7684\u5177\u4f53\u7591\u95ee\uff0c\u4f53\u73b0\u4e86\u5bf9\u4ea7\u54c1\u6cd5\u5f8b\u57fa\u7840\u7684\u6df1\u5ea6\u5173\u6ce8\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 employkids\u7684\u4ef7\u503c\u6838\u5fc3\u5e76\u975e\u521b\u9020\u4e86\u65b0\u7684\u7406\u8d22\u7b56\u7565\uff0c\u800c\u662f\u4f5c\u4e3a\u201c\u5408\u89c4\u6027\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u5c06\u4e00\u9879\u5e7f\u4e3a\u4eba\u77e5\u4f46\u6267\u884c\u95e8\u69db\u6781\u9ad8\u7684\u7a0e\u52a1\u7b56\u7565\u4ea7\u54c1\u5316\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u5173\u952e\u77db\u76fe\uff1a\u7f8e\u56fd\u56fd\u7a0e\u5c40\uff08IRS\uff09\u5141\u8bb8\u7684\u5408\u6cd5\u8def\u5f84\u4e0e\u4ee4\u4eba\u671b\u800c\u5374\u6b65\u7684\u6587\u6863\u8d1f\u62c5\u4e4b\u95f4\u7684\u5de8\u5927\u843d\u5dee\u3002\u4ea7\u54c1\u672c\u8d28\u4e0a\u9500\u552e\u7684\u4e0d\u662f\u8f6f\u4ef6\u529f\u80fd\uff0c\u800c\u662f\u201c\u5408\u89c4\u6027\u4fe1\u5fc3\u201d\u4e0e\u201c\u672a\u6765\u8d22\u5bcc\u786e\u5b9a\u6027\u201d\uff0c\u5176\u771f\u6b63\u7684\u7ade\u4e89\u5bf9\u624b\u5e76\u975e\u5176\u4ed6APP\uff0c\u800c\u662f\u5bb6\u957f\u7684\u62d6\u5ef6\u75c7\u4e0e\u5bf9\u5ba1\u8ba1\u98ce\u9669\u7684\u6050\u60e7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u5728\u5929\u7136\u5929\u82b1\u677f\u4e0e\u6f5c\u5728\u98ce\u9669\u3002\u9996\u5148\uff0c\u76ee\u6807\u7528\u6237\u7fa4\u7cbe\u51c6\u4f46\u72ed\u7a84\uff1a\u4ec5\u9650\u4e8e\u6709\u7a0e\u52a1\u89c4\u5212\u610f\u8bc6\u3001\u4e14\u6709\u95f2\u7f6e\u8d44\u91d1\u53ef\u4e3a\u5b50\u5973\u652f\u4ed8\u85aa\u916c\u7684\u7f8e\u56fd\u7236\u6bcd\uff08\u7279\u522b\u662f\u81ea\u96c7\u4e1a\u4e3b\uff09\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u6cd5\u5f8b\u57fa\u7840\u7a33\u56fa\u4f46\u8106\u5f31\uff0c\u9ad8\u5ea6\u4f9d\u8d56\u5f53\u524d\u7a0e\u6cd5\u6761\u6b3e\uff0c\u4efb\u4f55\u5173\u4e8e\u513f\u7ae5\u6536\u5165\u6216\u7f57\u65afIRA\u7684\u6cd5\u89c4\u53d8\u52a8\u90fd\u53ef\u80fd\u52a8\u6447\u5176\u6839\u57fa\u3002\u7528\u6237\u5173\u4e8e\u52b3\u52a8\u6cd5\u7684\u8d28\u7591\u6070\u6070\u70b9\u4e2d\u4e86\u8fd9\u4e00\u8f6f\u808b\u2014\u2014IRS\u89c4\u5219\u4ec5\u662f\u7a0e\u52a1\u7ef4\u5ea6\uff0c\u5404\u5dde\u7ae5\u5de5\u6cd5\u89c4\u3001\u6700\u4f4e\u5de5\u8d44\u6807\u51c6\u7b49\u53ef\u80fd\u6784\u6210\u53e6\u4e00\u5c42\u590d\u6742\u5408\u89c4\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u66f4\u5b8f\u89c2\u7684\u89c6\u89d2\u770b\uff0c\u8be5\u4ea7\u54c1\u662f\u201c\u91d1\u878d\u79d1\u6280\u5782\u76f4\u5316\u201d\u4e0e\u201c\u5bb6\u5ead\u5fae\u89c2\u91d1\u878d\u201d\u7684\u5178\u578b\u6837\u672c\u3002\u5b83\u4e0d\u518d\u8bd5\u56fe\u670d\u52a1\u6240\u6709\u4eba\u7684\u6240\u6709\u8d22\u52a1\u9700\u6c42\uff0c\u800c\u662f\u5c06\u4e00\u9879\u6781\u5176\u7ec6\u5206\u3001\u4e13\u4e1a\u3001\u9ad8\u4ef7\u503c\u7684\u573a\u666f\u505a\u900f\u3002\u5176\u6210\u529f\u4e0e\u5426\u7684\u5173\u952e\u6307\u6807\uff0c\u6216\u8bb8\u4e0d\u662f\u7528\u6237\u6570\u91cf\uff0c\u800c\u662f\u901a\u8fc7\u5176\u7cfb\u7edf\u751f\u6210\u7684IRA\u4f9b\u6b3e\u603b\u989d\u2014\u2014\u90a3\u624d\u662f\u5176\u521b\u9020\u793e\u4f1a\u4ef7\u503c\u4e0e\u5ba2\u6237\u4ef7\u503c\u7684\u76f4\u63a5\u4f53\u73b0\u3002\u672a\u6765\uff0c\u5b83\u53ef\u80fd\u9762\u4e34\u6765\u81ea\u7efc\u5408\u7a0e\u52a1\u8f6f\u4ef6\uff08\u5982TurboTax\uff09\u529f\u80fd\u4e0b\u6c89\u7684\u7ade\u4e89\uff0c\u4f46\u5176\u5148\u53d1\u4f18\u52bf\u4e0e\u573a\u666f\u4e13\u6ce8\u5ea6\u6784\u6210\u4e86\u6682\u65f6\u7684\u62a4\u57ce\u6cb3\u3002\u7b80\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u6b3e\u5728\u72ed\u7a84\u8d5b\u9053\u4e0a\u6316\u6398\u6df1\u4e95\u7684\u4ea7\u54c1\uff0c\u4e95\u6c34\u7518\u51bd\uff0c\u4f46\u80fd\u996e\u6b64\u6c34\u8005\uff0c\u7ec8\u7a76\u662f\u5c11\u6570\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\">employkids<\/span>\n <\/div>\n<div class=\"comment-content\">The IRS lets you pay your kids for real work. That income can go into a Roth IRA and grow tax-free. $4k\/year from age 10-18 becomes over $1M by retirement. The catch? Paperwork. Agreements, work logs, payment records. Most parents never bother because it’s annoying. We make it easy.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, I\u2019m Jerry. I used to be an accountant, and now I build software.<\/p>\n<p>A while back, I learned there\u2019s no minimum age to open a Roth IRA. Kids can have one. The only requirement is earned income.<\/p>\n<p>Here\u2019s the part most people don\u2019t realize: parents can legally hire and pay their kids for real work around the house. Cleaning, yard work, organizing, errands. As long as the work is age-appropriate and paid at a fair rate, it counts as earned income. The IRS explicitly allows this.<\/p>\n<p>When you do the compound interest math, the head start is enormous. Starting at age 10 instead of age 30 can be the difference between retiring with roughly $400k and $1.4 million, with the same contributions over time.<\/p>\n<p>The catch is documentation. The IRS expects employment agreements, work logs, and payment records. If you\u2019re ever audited without proper paperwork, the contributions can be disallowed and penalties assessed. Most parents learn about this strategy, get excited, then see the requirements and quietly give up.<\/p>\n<p>That\u2019s a paperwork problem, so I built employkids to handle it. You hire your kids, log the work and payments, and everything is organized automatically. At tax time, you download a single, structured ZIP file with all the records.<\/p>\n<p>If you run a business, there\u2019s an added benefit. In certain cases, wages paid to your children can be deducted as a business expense and exempt from payroll taxes. employkids handles the documentation for household and business work separately, so everything stays clean and defensible.<\/p>\n<p>I\u2019d love to hear what you think, especially if you\u2019ve looked into this strategy before. Happy to nerd out on the tax details too!<\/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\/@jerry_feng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jerry_feng<\/a> This is a great example of how much value there is with early awareness not just execution. A lot of tax outcomes are shaped years before filing, and most people don\u2019t realize these opportunities until it\u2019s already too late.<\/p>\n<\/p>\n<p>The documentation friction you mentioned really stands out, the strategy itself is legal and powerful, but the admin and record-keeping are what cause most people to abandon it. That gap between knowing and actually doing is where a lot of good tax planning breaks down.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.producthunt.com\/@taxapreneur\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"taxapreneur\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@taxapreneur<\/a> and our team are also building in a related space with HeyApril AI focused on improving early tax awareness and helping people make better-informed decisions over time. Stories like this really reinforce how important proactive planning is becoming compared to last-minute tax filing.<\/p>\n<\/p>\n<p>Curious, when you explain this strategy to parents, what\u2019s usually the biggest misconception or point of hesitation you run into?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jerry_feng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jerry_feng<\/a> that’s dope! Which geo are you targeting? Even if IRS allows hiring children for work, what does the labor law say? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5AGWKECUX2TWGW\" class=\"app-title\">NetNewsWire 7<\/a><\/p>\n<div class=\"one-liner\">Free and open source RSS reader for Mac, iPhone, and iPad<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">109<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>NetNewsWire 7\u662f\u4e00\u6b3e\u514d\u8d39\u5f00\u6e90\u7684RSS\u9605\u8bfb\u5668\uff0c\u901a\u8fc7\u805a\u5408\u7528\u6237\u8ba2\u9605\u7684\u535a\u5ba2\u548c\u65b0\u95fb\u7f51\u7ad9\u5185\u5bb9\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4e2d\u624b\u52a8\u7ffb\u627e\u65b0\u6587\u7ae0\u7684\u7e41\u7410\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u9ad8\u6548\u3001\u96c6\u4e2d\u7684\u4fe1\u606f\u83b7\u53d6\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\/c2e11e23-fe10-41bb-b7d0-da53a1ad45d3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cdc96ec1-a304-41b0-84df-73ec2f27f36a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">News<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">RSS\u9605\u8bfb\u5668<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u9605\u8bfb\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u53bb\u7b97\u6cd5\u5316<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u82b1\u56ed<\/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\u6709\u957f\u671f\u4f7f\u7528\u60c5\u611f\uff0c\u8ba4\u53ef\u5176\u4f5c\u4e3a\u7b97\u6cd5\u4fe1\u606f\u6d41\u66ff\u4ee3\u54c1\u7684\u4ef7\u503c\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u4e8e\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\uff0c\u5982\u8be2\u95ee\u5927\u89c4\u6a21\u8ba2\u9605\u4e0b\u7684\u6027\u80fd\u4f18\u5316\u3001\u8de8\u8bbe\u5907\u540c\u6b65\u673a\u5236\uff08\u786e\u8ba4\u652f\u6301iCloud\u7b49\u591a\u670d\u52a1\uff09\uff0c\u5e76\u5efa\u8bae\u589e\u52a0\u66f4\u7cbe\u7ec6\u7684\u8ba2\u9605\u6e90\u8d28\u91cf\u63a7\u5236\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n NetNewsWire 7\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u529f\u80fd\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u573a\u5bf9\u4e92\u8054\u7f51\u4fe1\u606f\u6d88\u8d39\u539f\u6559\u65e8\u4e3b\u4e49\u7684\u575a\u5b88\u3002\u5728\u7b97\u6cd5\u63a8\u8350\u3001\u5c01\u95ed\u82b1\u56ed\u548c\u6ce8\u610f\u529b\u7ecf\u6d4e\u76db\u884c\u7684\u5f53\u4e0b\uff0c\u8fd9\u6b3e\u4ea7\u54c1\u65d7\u5e1c\u9c9c\u660e\u5730\u4ee3\u8868\u4e86\u201c\u5de5\u5177\u201d\u7684\u672c\u8d28\u56de\u5f52\uff1a\u5c06\u4fe1\u606f\u7684\u63a7\u5236\u6743\u5f7b\u5e95\u4ea4\u8fd8\u7ed9\u7528\u6237\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u514d\u8d39\u5f00\u6e90\u201d\u6216\u201c\u5feb\u901f\u7a33\u5b9a\u201d\u7684\u6807\u7b7e\uff0c\u800c\u5728\u4e8e\u5b83\u6784\u5efa\u4e86\u4e00\u4e2a\u7eaf\u7cb9\u3001\u53ef\u9884\u6d4b\u4e14\u65e0\u5e72\u6270\u7684\u4fe1\u606f\u6444\u5165\u73af\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53ef\u4ee5\u770b\u51fa\uff0c\u5176\u6838\u5fc3\u7528\u6237\u7fa4\u4f53\u9ad8\u5ea6\u6280\u672f\u5316\u4e14\u610f\u8bc6\u6e05\u9192\u3002\u4ed6\u4eec\u5173\u5fc3\u7684\u540c\u6b65\u65b9\u6848\uff08iCloud\/Feedly\uff09\u548c\u6027\u80fd\u4f18\u5316\uff08ETag\u7f13\u5b58\u3001SQLite\u6e05\u7406\uff09\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u8981\u6c42\u4e00\u4e2a\u5b8c\u5168\u900f\u660e\u3001\u53ef\u81ea\u6211\u638c\u63a7\u7684\u6570\u636e\u7ba1\u9053\u3002\u8fd9\u4e0e\u4e3b\u6d41\u793e\u4ea4\u5e73\u53f0\u5c06\u7528\u6237\u7f6e\u4e8e\u6570\u636e\u9ed1\u7bb1\u4e0e\u884c\u4e3a\u64cd\u7eb5\u4e4b\u4e2d\u7684\u6a21\u5f0f\u622a\u7136\u76f8\u53cd\u3002NetNewsWire\u4e0d\u751f\u4ea7\u5185\u5bb9\uff0c\u4e5f\u4e0d\u6392\u5e8f\u5185\u5bb9\uff0c\u5b83\u53ea\u505a\u6700\u6734\u7d20\u7684\u805a\u5408\u4e0e\u5448\u73b0\u3002\u8fd9\u79cd\u201c\u6d88\u6781\u201d\u6070\u6070\u662f\u5176\u6700\u201c\u79ef\u6781\u201d\u7684\u62b5\u6297\u2014\u2014\u62b5\u6297\u4fe1\u606f\u8fc7\u8f7d\u7684\u7126\u8651\uff0c\u62b5\u6297\u7b97\u6cd5\u5851\u9020\u7684\u4fe1\u606f\u8327\u623f\uff0c\u62b5\u6297\u5e73\u53f0\u5bf9\u7528\u6237\u6ce8\u610f\u529b\u65e0\u4f11\u6b62\u7684\u69a8\u53d6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u8f89\u714c\u53ef\u80fd\u4e5f\u5c40\u9650\u4e8e\u4e00\u573a\u201c\u7cbe\u82f1\u7684\u6000\u65e7\u201d\u3002RSS\u534f\u8bae\u6240\u4ee3\u8868\u7684\u5f00\u653e\u7f51\u7edc\u7cbe\u795e\u5728\u5f53\u4e0b\u5df2\u65e5\u6e10\u5f0f\u5fae\uff0c\u666e\u901a\u7528\u6237\u65e9\u5df2\u4e60\u60ef\u88ab\u201c\u5582\u517b\u201d\u800c\u975e\u201c\u72e9\u730e\u201d\u4fe1\u606f\u3002NetNewsWire\u5353\u8d8a\u7684\u6280\u672f\u5b9e\u73b0\uff0c\u89e3\u51b3\u7684\u6216\u8bb8\u662f\u4e00\u4e2a\u6b63\u5728\u840e\u7f29\u7684\u5e02\u573a\u7684\u9700\u6c42\u3002\u5b83\u66f4\u50cf\u4e92\u8054\u7f51\u9ec4\u91d1\u65f6\u4ee3\u7684\u4e00\u5ea7\u7cbe\u5bc6\u7eaa\u5ff5\u7891\uff0c\u4e3a\u90a3\u4e9b\u62d2\u7edd\u88ab\u7f16\u6392\u7684\u8bfb\u8005\u63d0\u4f9b\u6700\u540e\u7684\u5821\u5792\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5df2\u4e0d\u80fd\u4ec5\u51ed\u7528\u6237\u589e\u957f\u6765\u8861\u91cf\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u5728\u4e2d\u5fc3\u5316\u5e73\u53f0\u5784\u65ad\u7684\u5939\u7f1d\u4e2d\uff0c\u6301\u7eed\u8bc1\u660e\u201c\u4e3b\u52a8\u9009\u62e9\u201d\u4e0e\u201c\u4fe1\u606f\u4e3b\u6743\u201d\u7684\u4ef7\u503c\u5e76\u672a\u8fc7\u65f6\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\">NetNewsWire 7<\/span>\n <\/div>\n<div class=\"comment-content\">NetNewsWire is a free and open source RSS reader. It’s fast, stable, and accessible. NetNewsWire shows you articles from your favorite blogs and news sites – and keeps track of what you’ve read. If you’ve been going from page to page in your browser looking for new articles to read, let NetNewsWire bring them to you instead. It’s easy and fun – and it puts you in control of your news.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I can’t even tell you how long I’ve been using <a href=\"https:\/\/www.producthunt.com\/products\/netnewswire\" target=\"_blank\" rel=\"noopener\">@NetNewsWire<\/a>, but it’s been a <em>long ass time<\/em>. Way before there were algorithms and TikTok bans and unbans… and yet <a href=\"https:\/\/inessential.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Brent’s<\/a> still keepin’ on keepin’ on.<\/p>\n<\/p>\n<p>NetNewsWire 7 is primary the Liquid Glass release, but as it’s open source, you can also <a href=\"https:\/\/github.com\/Ranchero-Software\/NetNewsWire\/releases\/tag\/mac-7.0\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">see in finite detail what’s new!<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>RSS readers hit scale pain when subscriptions grow: background refresh, battery, and read-state sync across Mac\/iOS\/iPad without duplicate fetches or missed items.<\/p>\n<p>Best practice is strict HTTP caching (ETag, If-Modified-Since), adaptive fetch scheduling with backoff per feed, and a local SQLite store with incremental cleanup to keep launch and scrolling fast.<\/p>\n<p>How are you handling cross-device read\/unread sync in v7 (CloudKit, your own sync, or none), and do you plan per-feed QoS controls for refresh frequency and media prefetch?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ryan_thill\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ryan_thill<\/a> NetNewsWire can sync via iCloud, Feedly, Feedbin, and a bunch of other different sync services.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>RSS is the only safe haven left from the doomscroll algorithms. does this version handle iCloud sync natively, or do i still need a backend like feedbin to keep my phone and mac in sync?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> Yes, it supports syncing via iCloud (and Feedbin, Feedly, etc.) See the website for more details: <a href=\"https:\/\/netnewswire.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/netnewswire.com\/<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3APISZ2ERCWPMW\" class=\"app-title\">DunSocial<\/a><\/p>\n<div class=\"one-liner\">Social post writer that learns your tone + schedules for you<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">106<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DunSocial\u662f\u4e00\u6b3e\u80fd\u5b66\u4e60\u7528\u6237\u4e2a\u4eba\u5199\u4f5c\u98ce\u683c\u5e76\u81ea\u52a8\u6392\u671f\u7684AI\u793e\u4ea4\u5e16\u5b50\u751f\u6210\u5de5\u5177\uff0c\u4e3a\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u8425\u9500\u8005\u5728\u591a\u5e73\u53f0\u53d1\u5e03\u5185\u5bb9\u65f6\uff0c\u89e3\u51b3\u4e86\u53cd\u590d\u8c03\u6574AI\u8f93\u51fa\u3001\u7edf\u4e00\u54c1\u724c\u58f0\u8c03\u548c\u9ad8\u6548\u89c4\u5212\u5185\u5bb9\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\/5786b1b6-d0b6-43f7-a293-897f7ff26fa9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8f98033e-bc77-47ee-b8ea-be797491d840.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/097ff32e-e2c5-4afb-9cd9-2c884c5dd05a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4440674c-6bd0-4c6f-a8d2-91ddffe3bda6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/46659dd5-fd51-4552-a681-263fddea0bff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c47eb88c-e564-4c39-a92d-4f4edd141684.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/173f4a5f-c6ee-4704-881b-2ff76ef11495.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\/8f234999-6adc-4ff0-8617-0b532edea380.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/hEF9dAcexjY?si=EEX8kRGYdl6KEkMl\"><source src=\"https:\/\/youtu.be\/hEF9dAcexjY?si=EEX8kRGYdl6KEkMl\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Social Media<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5185\u5bb9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u58f0\u8c03\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u591a\u5e73\u53f0\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u6392\u671f<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/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\u201c\u51cf\u5c11\u566a\u97f3\u3001\u76ee\u6807\u9a71\u52a8\u201d\u7684\u8bbe\u8ba1\u7406\u5ff5\u548c\u7b80\u6d01\u7f8e\u5b66\u3002\u521b\u59cb\u4eba\u5f3a\u8c03\u5176\u6e90\u4e8e\u81ea\u8eab\u9700\u6c42\uff0c\u65e8\u5728\u89e3\u51b3\u4e2a\u4eba\u54c1\u724c\u58f0\u8c03\u4e00\u81f4\u6027\u4e0e\u65f6\u95f4\u77ed\u7f3a\u95ee\u9898\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u4e8e\u201c\u8bb0\u5fc6\u58f0\u8c03\u201d\u7684\u5177\u4f53\u6280\u672f\u5b9e\u73b0\uff0c\u5b98\u65b9\u56de\u590d\u901a\u8fc7\u81ea\u5b9a\u4e49\u6307\u4ee4\u3001\u63d0\u793a\u8bcd\u8bb0\u5fc6\u53ca\u56e2\u961f\u5171\u4eab\u8bb0\u5fc6\u6765\u5b9e\u73b0\u6301\u7eed\u5b66\u4e60\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 DunSocial\u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u8d5b\u9053\u2014\u2014AI\u793e\u4ea4\u5185\u5bb9\u7ba1\u7406\u3002\u5176\u5ba3\u79f0\u7684\u201c\u5b66\u4e60\u4f60\u7684\u58f0\u8c03\u201d\u662f\u6838\u5fc3\u5356\u70b9\uff0c\u8bd5\u56fe\u89e3\u51b3\u5f53\u524d\u901a\u7528AI\u5185\u5bb9\u5de5\u5177\u751f\u6210\u7ed3\u679c\u540c\u8d28\u5316\u3001\u7f3a\u4e4f\u54c1\u724c\u4eba\u683c\u7684\u987d\u75be\u3002\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u5bf9\u5de5\u4f5c\u6d41\u548c\u7528\u6237\u4f53\u9a8c\u7684\u6df1\u5ea6\u91cd\u6784\uff1a\u5c06\u96f6\u6563\u7684\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u98ce\u683c\u6821\u51c6\u548c\u5185\u5bb9\u65e5\u5386\u6574\u5408\u4e3a\u4e00\u4e2a\u201c\u51b7\u9759\u7a7a\u95f4\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0e\u6311\u6218\u5e76\u5b58\u3002\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u53ef\u80fd\u4ece\u201c\u5185\u5bb9\u751f\u6210\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u54c1\u724c\u6570\u5b57\u58f0\u97f3\u8d44\u4ea7\u5e93\u201d\uff0c\u901a\u8fc7\u6301\u7eed\u5b66\u4e60\u79ef\u7d2f\u5f62\u6210\u7ade\u4e89\u58c1\u5792\u3002\u56e2\u961f\u5171\u4eab\u8bb0\u5fc6\u529f\u80fd\u76f4\u6307\u4e2d\u5c0f\u4f01\u4e1a\u5185\u5bb9\u534f\u4f5c\u7684\u8f6f\u808b\uff0c\u63d0\u5347\u4e86\u5de5\u5177\u7684B\u7aef\u4ef7\u503c\u3002\u4f46\u6311\u6218\u540c\u6837\u5c16\u9510\uff1a\u9996\u5148\uff0c\u201c\u5b66\u4e60\u58f0\u8c03\u201d\u7684\u51c6\u786e\u5ea6\u548c\u6df1\u5ea6\u5b58\u7591\uff0c\u8fd9\u6d89\u53ca\u5bf9\u6a21\u7cca\u201c\u98ce\u683c\u201d\u7684\u91cf\u5316\uff0c\u6781\u6613\u6d41\u4e8e\u8868\u9762\u8bcd\u6c47\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u9762\u4e34\u53cc\u91cd\u7ade\u4e89\uff1a\u65e2\u8981\u4e0eCapCut\u3001Simplified\u7b49\u96c6\u6210\u5316\u5185\u5bb9\u5e73\u53f0\u6bd4\u62fc\u751f\u6001\uff0c\u53c8\u8981\u4e0eChatGPT+\u81ea\u5b9a\u4e49\u6307\u4ee4\u7684\u7075\u6d3b\u7ec4\u5408\u6bd4\u62fc\u7cbe\u5ea6\u3002\u5176106\u7684\u6295\u7968\u6570\u4e5f\u53cd\u6620\u51fa\uff0c\u5728\u65e9\u671f\u5e02\u573a\u4e2d\uff0c\u5b83\u5c1a\u672a\u5f15\u53d1\u7206\u53d1\u6027\u5173\u6ce8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6807\u8bed\u4e2d\u201c\u4e3a\u4f60\u6392\u671f\u201d\u7684\u529f\u80fd\u53cd\u800c\u53ef\u80fd\u662f\u66f4\u52a1\u5b9e\u3001\u66f4\u6613\u611f\u77e5\u7684\u5dee\u5f02\u5316\u70b9\u3002\u603b\u4f53\u800c\u8a00\uff0cDunSocial\u7406\u5ff5\u524d\u77bb\uff0c\u4f46\u9700\u5728AI\u5b66\u4e60\u7684\u5b9e\u9645\u6548\u679c\u3001\u4e0e\u5404\u5e73\u53f0\u7b97\u6cd5\u7684\u6df1\u5ea6\u7ed3\u5408\uff08\u5e73\u53f0\u5b8c\u7f8e\u5185\u5bb9\uff09\u4ee5\u53ca\u907f\u514d\u6210\u4e3a\u53e6\u4e00\u4e2a\u529f\u80fd\u81c3\u80bf\u7684\u201c\u65e5\u5386\u201d\u4e0a\uff0c\u8bc1\u660e\u5176\u201c\u65e0\u566a\u97f3\u3001\u65e0\u81a8\u80c0\u201d\u7684\u627f\u8bfa\u3002\u5b83\u4e0d\u662f\u5728\u5356\u4e00\u4e2a\u66f4\u806a\u660e\u7684AI\uff0c\u800c\u662f\u5728\u8d29\u5356\u4e00\u79cd\u201c\u54c1\u724c\u4e00\u81f4\u6027\u7126\u8651\u201d\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u6210\u8d25\u5173\u952e\u5728\u4e8e\u6267\u884c\u7ec6\u8282\u4e0e\u7528\u6237\u4fe1\u4efb\u7684\u5efa\u7acb\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\">DunSocial<\/span>\n <\/div>\n<div class=\"comment-content\">Stop re-explaining your brand to AI every time. DunSocial remembers your voice, audience, and context \u2014 then creates platform-perfect content in seconds<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt,<\/p>\n<p>I\u2019m Ritheesh. From ThisUX. We made DunSocial because we were tired.<\/p>\n<p>Tired of jumping between 5 tools.<\/p>\n<p>Tired of messy calendars.<\/p>\n<p>Tired of \u201cpost more\u201d with no real goal.<\/p>\n<\/p>\n<p>We wanted one calm place to think before posting.<\/p>\n<p>To plan with intent.<\/p>\n<p>To see if the work is moving the needle.<\/p>\n<p>Not just filling slots.<\/p>\n<\/p>\n<p>DunSocial is that space.<\/p>\n<p>Campaigns with goals.<\/p>\n<p>Progress you can actually feel.<\/p>\n<p>No noise. No bloat.<\/p>\n<\/p>\n<p>If you build, market, or grow things on the internet,<\/p>\n<p>We built this for you.<\/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\/@ritheesh_bs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ritheesh_bs<\/a> <strong>Congrats on the launch, Ritheesh & team! <\/strong><br \/>DunSocial\u2019s focus on calm, goal-driven planning is refreshing less noise, more intent. Love the idea of campaigns with clarity and progress you can actually feel. Wishing you a strong Product Hunt launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ritheesh_bs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ritheesh_bs<\/a> love the design aesthetics! btw, small thing, all social links at the bottom go to insta<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 all \ud83d\udc4b<\/p>\n<p>Sanju here, founder of <a href=\"https:\/\/www.producthunt.com\/products\/dunsocial\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"dunsocial\" target=\"_blank\" rel=\"noopener\">@DunSocial<\/a> I didn’t build DunSocial to sell it. <\/p>\n<p>I built it because I needed it. I run a design studio, I’m building multiple products, and I have zero time to write posts every day. But I also hate sounding like everyone else.<\/p>\n<p>So I made an AI that sounds like me. Now I post in minutes across all platforms. Finally releasing it to the world. 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>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>Congrats on your launch <a href=\"https:\/\/www.producthunt.com\/@sanjusivalingam\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sanjusivalingam<\/a> ! Have been following your progress about DunSuite and DunSocial, great work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sanjusivalingam\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sanjusivalingam<\/a> The launch video kinda hits the mark! Good stuff.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>That is a nice 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats! How does it “remember your voice”?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@daniele_packard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniele_packard<\/a> Thanks Daniele!<\/p>\n<\/p>\n<p>To start off, we have custom instruction similar to chatGPT, cursor to match your preferred writing style. <br \/>After that whenever you write a post using “AI studio”. We save the preferences you mention in your prompt, info about your product, or anything you do to make it sound “you” as memories.<\/p>\n<\/p>\n<p>We use those memories everytime you create a post & DunSocial learns more about your brand\/product over time!<\/p>\n<\/p>\n<p>P.S: You can save personal memories relevant to your writing & shared memories for everyone in the team, so your brand voice stays consistent with your team \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4QZ2OVEW47PULQ\" class=\"app-title\">Komo Playbook<\/a><\/p>\n<div class=\"one-liner\">Turn your expertise into AI agents that work 24\/7<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">100<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Komo Playbook\u662f\u4e00\u6b3eAI\u8fd0\u8425\u5e73\u53f0\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7SOP\u3001\u5f55\u5c4f\u6216\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u6765\u6559\u6388\u4e1a\u52a1\u6d41\u7a0b\uff0c\u5e73\u53f0\u80fd\u7406\u89e3\u76ee\u6807\u4e0e\u7ec6\u8282\uff0c\u81ea\u52a8\u5904\u7406\u5f02\u5e38\u5e7624\/7\u6267\u884c\u5de5\u4f5c\u6d41\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u624b\u52a8\u6267\u884c\u6548\u7387\u4f4e\u3001\u4f20\u7edf\u81ea\u52a8\u5316\u6d41\u7a0b\u8106\u5f31\u4e14\u7ef4\u62a4\u6210\u672c\u9ad8\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\/c0099b2b-3313-488f-a926-549120449eb5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf469bc3-36dc-4357-bb82-8ccb8a66b33d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/83245d0a-befb-44df-8493-74a0444d6c29.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e4bfeac0-6b47-4801-ada6-b8b3eb50c63c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c195555b-ebeb-443c-85e1-097ed30557d5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/231d1279-ee9b-49b2-976b-15131670c005.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bcfc9881-e7dc-48a0-9abc-ec17d89733e0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/134dcfa8-6932-4b86-a07e-a563efaa5e84.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\/959bae90-0c57-4b21-8898-3ffbcc933921.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/0NWXj6bFjQM\"><source src=\"https:\/\/youtu.be\/0NWXj6bFjQM\" 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\">Operations<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8fd0\u8425\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u6267\u884c<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SOP\u6570\u5b57\u5316<\/span><br \/>\n <span class=\"tag\">\u4e91\u539f\u751f<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u5bf9\u201c\u89c6\u9891\u8f6c\u4ee3\u7406\u201d\u7b49\u76f4\u89c2\u529f\u80fd\u8868\u793a\u8d5e\u8d4f\uff0c\u8ba4\u4e3a\u5176\u4f53\u9a8c\u7c7b\u4f3c\u57f9\u8bad\u65b0\u56e2\u961f\u6210\u5458\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\u4ea7\u54c1\u672c\u8d28\u662f\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u8fd8\u662f\u6587\u6863\u5316\u3002\u65e0\u4ee3\u7801\u3001\u514d\u6d41\u7a0b\u56fe\u7684\u7279\u6027\u88ab\u4e0en8n\u7b49\u5de5\u5177\u5bf9\u6bd4\uff0c\u8ba4\u4e3a\u66f4\u6613\u7ef4\u62a4\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 Komo Playbook\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2aRPA\u6216Zapier\u7684\u514b\u9686\u4f53\uff0c\u5b83\u8bd5\u56fe\u7528AI\u91cd\u65b0\u5b9a\u4e49\u201c\u8fd0\u8425\u201d\u672c\u8eab\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u6b65\u9aa4\u4e32\u8054\uff0c\u800c\u662f\u6807\u699c\u7684\u201c\u7406\u89e3\u76ee\u6807\u4e0e\u7ec6\u5fae\u5dee\u522b\u201d\u7684\u63a8\u7406\u80fd\u529b\u3002\u8fd9\u76f4\u51fb\u4e86\u5f53\u524d\u4f01\u4e1a\u81ea\u52a8\u5316\u7684\u4e24\u5927\u8f6f\u808b\uff1a\u4e00\u662f\u6d41\u7a0b\u50f5\u5316\uff0c\u7a0d\u6709\u4f8b\u5916\u5373\u5d29\u6e83\uff1b\u4e8c\u662f\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u89e3\u8bfb\u4e0e\u5e72\u9884\uff0c\u65e0\u6cd5\u5f62\u6210\u771f\u6b63\u7684\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6559\u6388\u201d\u800c\u975e\u201c\u7f16\u7a0b\u201d\u4f5c\u4e3a\u4ea4\u4e92\u6838\u5fc3\uff0c\u901a\u8fc7SOP\u3001\u5f55\u5c4f\u7b49\u5bcc\u5a92\u4ecb\u8f93\u5165\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff0c\u601d\u8def\u6b63\u786e\u3002\u4f46\u5176\u5ba3\u79f0\u7684\u201c\u7406\u89e3\u76ee\u6807\u201d\u4e0e\u201c\u5904\u7406\u5f02\u5e38\u201d\u7684\u80fd\u529b\uff0c\u5728\u590d\u6742\u591a\u53d8\u7684\u771f\u5b9e\u5546\u4e1a\u573a\u666f\u4e2d\u80fd\u6df1\u5165\u5230\u4f55\u79cd\u7a0b\u5ea6\uff0c\u662f\u51b3\u5b9a\u5176\u6210\u8d25\u7684\u5173\u952e\u3002\u76ee\u524d\u5c55\u793a\u7684\u7528\u4f8b\u5982\u90ae\u4ef6\u7ba1\u7406\u3001\u4f1a\u8bae\u51c6\u5907\u7b49\uff0c\u4ecd\u5c5e\u4e8e\u76f8\u5bf9\u7ed3\u6784\u5316\u7684\u4efb\u52a1\uff0c\u5176AI\u201c\u63a8\u7406\u201d\u80fd\u529b\u5728\u9762\u5bf9\u6a21\u7cca\u3001\u591a\u53d8\u7684\u975e\u6807\u51c6\u5316\u6d41\u7a0b\u65f6\u662f\u5426\u53ef\u9760\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b9a\u4ef7\u7b56\u7565\u6781\u5177\u4fb5\u7565\u6027\uff0c\u4ee5\u6bcf\u670820\u7f8e\u5143\u5bf9\u6807\u201c\u6bcf\u5e74\u6570\u767e\u4e07\u201d\u7684\u73b0\u6709\u89e3\u51b3\u65b9\u6848\u6210\u672c\uff0c\u610f\u5728\u5feb\u901f\u62a2\u5360\u5e02\u573a\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5b9a\u4f4d\u4e5f\u5e26\u6765\u7591\u95ee\uff1a\u5176\u5904\u7406\u590d\u6742\u6d41\u7a0b\u7684\u6210\u672c\u4e0e\u53ef\u9760\u6027\u662f\u5426\u771f\u80fd\u652f\u6491\u8d77\u201cAI\u8fd0\u8425\u56e2\u961f\u201d\u7684\u627f\u8bfa\uff0c\u8fd8\u662f\u6700\u7ec8\u4f1a\u9000\u5316\u4e3a\u4e00\u4e2a\u66f4\u667a\u80fd\u7684\u3001\u4f46\u4f9d\u7136\u5c40\u9650\u4e8e\u9884\u5b9a\u89c4\u5219\u7684\u4efb\u52a1\u6267\u884c\u5668\uff1f\u5b83\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u6269\u5927\u5e94\u7528\u89c4\u6a21\u65f6\uff0c\u4f9d\u7136\u4fdd\u6301\u5bf9\u4e1a\u52a1\u610f\u56fe\u7684\u7cbe\u51c6\u628a\u63e1\uff0c\u4ece\u800c\u6210\u4e3a\u4f01\u4e1a\u7684\u201c\u6570\u5b57\u8fd0\u8425\u9aa8\u5e72\u201d\uff0c\u800c\u975e\u53c8\u4e00\u4e2a\u9700\u8981\u6301\u7eed\u8c03\u8bd5\u548c\u7ef4\u62a4\u7684\u81ea\u52a8\u5316\u73a9\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Komo Playbook<\/span>\n <\/div>\n<div class=\"comment-content\">Excited to introduce Komo Playbook, The First AI operations platform. Teach it once\u2014with an SOP, screen recording, or plain English. No code. No canvas wiring. It reasons through exceptions, and runs your business workflow 24\/7.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Excited to introduce Komo Playbook, The First AI operations team.<\/p>\n<p>Teach it once\u2014with an SOP, screen recording, or plain English. No code. No canvas wiring. It reasons through exceptions, and runs your business workflow 24\/7.<\/p>\n<p>How it works:<\/p>\n<p>1. Teach Komo your process once (upload an SOP, record your screen, or just describe it in plain English).<br \/>\n2. Komo learns what you’re trying to achieve\u2014not just the steps, but the goals and nuances.<br \/>\n3. It runs continuously, triggered by real-world events (schedules, apps, webhooks, data changes).<br \/>\n4. It is cloud-native – use 100+ tools, browser, computers, runs 24\/7 in parallel and scale on demand.<br \/>\n5. You see everything it did, with full transparency and source citations.<\/p>\n<p>With Komo, you don\u2019t just get answers\u2014you get work done end-to-end, with your tools and playbooks. It turned your messy workflows into easy-to-update playbooks. What used to take multiple teams months now runs in the background and shows up as finished work.<\/p>\n<p>We co-built Komo Playbook with teams from Private Equity, Recruiting, Finance and Real Estate companies etc to solve big pain-points:<\/p>\n<p>1. Manual execution: Weeks to train new team members, slow to adapt when things change, you become the bottleneck, every new project means starting from scratch.<br \/>\n2. Building automation: Most “automation” is brittle\u2014breaks in small changes change, and always waiting for engineers to fix.<\/p>\n<p>Komo is the third option: teach your process once, it runs forever with AI. <\/p>\n<p>Existing solutions takes millions per year for onboarding, training, developing and maintaining. Komo does it for just $20\/month (Their inefficiency is your opportunity \ud83d\ude09)<\/p>\n<p>Try Komo Playbook free for 7 days: <a href=\"https:\/\/komo.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/komo.ai<\/a><br \/>\nThis is our first step toward building the future of business. Stay tuned.<\/p>\n<p>Check out some of the awesome demo recording here:<br \/>\n1. Email management: <a href=\"https:\/\/www.loom.com\/share\/3e3b7171470449bf8339a3466bc67d45\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.loom.com\/share\/3e3b7171470449bf8339a3466bc67d45<\/a><br \/>\n2. Video to autonomous agent: <a href=\"https:\/\/www.loom.com\/share\/f013ee43983947d49194ed9e2087e738\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.loom.com\/share\/f013ee43983947d49194ed9e2087e738<\/a><br \/>\n3. Daily meeting prep: <a href=\"https:\/\/www.loom.com\/share\/efb6e61d4e444edc9eeb1b687b346346\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.loom.com\/share\/efb6e61d4e444edc9eeb1b687b346346<\/a><br \/>\n4. Due diligence:<br \/>\n<a href=\"https:\/\/www.loom.com\/share\/7c376dbf4a5f41a29853940bb3904972\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.loom.com\/share\/7c376dbf4a5f41a29853940bb3904972<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@angela_wu4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@angela_wu4<\/a> congrats on the launch. Does this work like automation of workflows or documentation of workflows? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019ve been using Komo for work-related research, and the experience has been amazing so far, Look forward to try out playbook.<\/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\">The video-to-agent thing is honestly really cool, which feels like onboarding a new junior team member except i just show them once and they actually do it. WYSIWYG of AI.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the approach of no-code, no-wiring automation. n8n has been very hard to extend and maintain when I want to change 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<\/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\/C5XEO7UTFBY3KR\" class=\"app-title\">Edit Mind <\/a><\/p>\n<div class=\"one-liner\">AI-Powered Local Video Search & Analysis<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8e\u672c\u5730AI\u6a21\u578b\u7684\u89c6\u9891\u641c\u7d22\u5206\u6790\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u672c\u5730\u7684\u4e2a\u4eba\u89c6\u9891\u5e93\u4e2d\uff0c\u901a\u8fc7\u8f6c\u5f55\u3001\u5206\u6790\u548c\u7d22\u5f15\uff0c\u5feb\u901f\u5b9a\u4f4d\u5230\u89c6\u9891\u4e2d\u7684\u7cbe\u786e\u7247\u6bb5\uff0c\u89e3\u51b3\u4e86\u6d77\u91cf\u79c1\u4eba\u89c6\u9891\u96be\u4ee5\u7ba1\u7406\u548c\u68c0\u7d22\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\/490c3b99-8054-4240-b0d2-4afd5e371cec.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/152cf3b3-1fd7-41a9-bebf-d0060b9aae54.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eef4f719-f1b3-4bbb-b09e-0de960972ad7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7560ce2d-8524-4bdc-b1f1-327108e0e53b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7c774dda-aa8b-4d56-b2bc-fe230074f931.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bf6e093d-4ea6-42d9-a92f-fa5f73d15ee6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/41b6010c-25c0-4cf4-a9b4-7fdc065e1497.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\/48740b55-fa3a-4f2f-836e-a0b4cb1ac627.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/YrVaJ33qmtg?si=CKwDv0NStoOl8k8Z\"><source src=\"https:\/\/youtu.be\/YrVaJ33qmtg?si=CKwDv0NStoOl8k8Z\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u672c\u5730AI<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5411\u91cf\u6570\u636e\u5e93<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5a92\u4f53\u5e93\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u6001\u68c0\u7d22<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Docker\u90e8\u7f72<\/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\u641c\u7d22\u901f\u5ea6\u5feb\uff0c\u4f53\u9a8c\u826f\u597d\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5e0c\u671b\u6269\u5c55\u641c\u7d22\u6e90\uff08\u5982YouTube\uff09\uff1b\u5173\u5fc3\u5927\u89c4\u6a21\u89c6\u9891\u5e93\u4e0b\u7684\u641c\u7d22\u5ef6\u8fdf\uff1b\u5f00\u53d1\u8005\u8be6\u7ec6\u89e3\u91ca\u4e86\u6027\u80fd\u8868\u73b0\uff1b\u6280\u672f\u7231\u597d\u8005\u63d0\u51fa\u4e86\u6d89\u53ca\u7d22\u5f15\u67b6\u6784\u3001\u6570\u636e\u6301\u4e45\u5316\u548c\u5347\u7ea7\u517c\u5bb9\u6027\u7684\u6df1\u5ea6\u6280\u672f\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Edit Mind \u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u65e5\u76ca\u589e\u957f\u7684\u75db\u70b9\uff1a\u4e2a\u4eba\u6570\u5b57\u8d44\u4ea7\u7684\u79c1\u6709\u5316\u667a\u80fd\u7ba1\u7406\u3002\u5728AI\u4e91\u7aef\u670d\u52a1\u5f53\u9053\u7684\u4eca\u5929\uff0c\u5b83\u65d7\u5e1c\u9c9c\u660e\u5730\u6253\u51fa\u201c\u672c\u5730\u5316\u201d\u548c\u201c\u9690\u79c1\u4fdd\u62a4\u201d\u724c\uff0c\u5c06 Whisper\u3001YOLO \u7b49\u6a21\u578b\u4e0e\u5411\u91cf\u6570\u636e\u5e93 ChromaDB \u6253\u5305\u8fdb Docker\uff0c\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u6808\u7684\u5806\u780c\uff0c\u66f4\u662f\u5bf9\u6838\u5fc3\u7528\u6237\uff08\u6ce8\u91cd\u6570\u636e\u4e3b\u6743\u7684\u5185\u5bb9\u521b\u4f5c\u8005\u3001\u5f00\u53d1\u8005\uff09\u4ef7\u503c\u89c2\u7684\u56de\u5e94\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u7684\u70ab\u6280\uff0c\u800c\u5728\u4e8e\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u638c\u63a7\u3001\u53ef\u5ba1\u8ba1\u3001\u6570\u636e\u4e0d\u51fa\u672c\u5730\u7684\u201c\u79c1\u4ebaAI\u89c6\u9891\u52a9\u7406\u201d\u57fa\u7840\u8bbe\u65bd\u539f\u578b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ece\u8bc4\u8bba\u66b4\u9732\u7684\u6df1\u5c42\u95ee\u9898\u770b\uff0c\u4ea7\u54c1\u4ecd\u5904\u4e8e\u201c\u6280\u672f\u6f14\u793a\u201d\u9636\u6bb5\u3002\u7528\u6237\u5173\u4e8eYouTube\u641c\u7d22\u7684\u63d0\u8bae\uff0c\u5b9e\u5219\u662f\u5bf9\u5176\u5b9a\u4f4d\u7684\u6a21\u7cca\u5316\u6311\u6218\u2014\u2014\u5b83\u7a76\u7adf\u662f\u5c01\u95ed\u7684\u4e2a\u4eba\u5e93\u7ba1\u5bb6\uff0c\u8fd8\u662f\u5f00\u653e\u7684\u89c6\u9891\u5206\u6790\u5e73\u53f0\uff1f\u6280\u672f\u7231\u597d\u8005\u63d0\u51fa\u7684\u7d22\u5f15\u67b6\u6784\u3001\u6301\u4e45\u5316\u4e0e\u5347\u7ea7\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u5219\u76f4\u63a5\u547d\u4e2d\u4e86\u5176\u4ece\u201c\u53ef\u7528\u201d\u5230\u201c\u53ef\u9760\u201d\u7684\u5173\u952e\u74f6\u9888\u3002\u672c\u5730\u5904\u7406\u5728\u4fdd\u62a4\u9690\u79c1\u7684\u540c\u65f6\uff0c\u4e5f\u610f\u5473\u7740\u6027\u80fd\u3001\u5b58\u50a8\u548c\u7b97\u529b\u6210\u672c\u5168\u90e8\u8f6c\u5ac1\u7ed9\u7528\u6237\uff0c\u5982\u4f55\u5728\u6d77\u91cf\u89c6\u9891\u4e0b\u5e73\u8861\u68c0\u7d22\u901f\u5ea6\u3001\u7cbe\u5ea6\u4e0e\u786c\u4ef6\u6d88\u8017\uff0c\u662f\u5b83\u5fc5\u987b\u8de8\u8d8a\u7684\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cEdit Mind \u5c55\u73b0\u4e86\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u7684\u65b9\u5411\uff0c\u4f46\u5176\u957f\u671f\u751f\u5b58\u4e0d\u80fd\u4ec5\u9760\u201c\u672c\u5730\u4f18\u5148\u201d\u7684\u60c5\u6000\u3002\u5b83\u9700\u8981\u66f4\u6e05\u6670\u7684\u8fb9\u754c\u5b9a\u4e49\uff0c\u5e76\u5728\u5de5\u7a0b\u5316\uff08\u7d22\u5f15\u6548\u7387\u3001\u6570\u636e\u7ba1\u9053\u5065\u58ee\u6027\uff09\u4e0e\u751f\u6001\u5316\uff08\u63d2\u4ef6\u67b6\u6784\u3001\u5206\u6790\u80fd\u529b\u6269\u5c55\uff09\u4e0a\u6df1\u8015\uff0c\u624d\u80fd\u4ece\u4e00\u6b3e\u51fa\u8272\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u6f14\u8fdb\u4e3a\u4e2a\u4eba\u6570\u5b57\u8d44\u4ea7\u7ba1\u7406\u7684\u57fa\u7840\u7ec4\u4ef6\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\">Edit Mind <\/span>\n <\/div>\n<div class=\"comment-content\">A project built to help you transcribe, analayze and index your personal video library to help you search for the “exact” part of the video you’re looking for with the help of local ML models and a local vector database. Your videos will never leave your computer or server (Docker support).<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey \ud83d\udc4b,<\/p>\n<p>I’m Ilias Haddad, a software developer and content creator (on the side). I love creating and capturing videos, but with that, I accumulated a lot of videos, which makes it hard for me to manage and search across all of them. <\/p>\n<p>A project that started as a personal solution that transcribes videos only using Whisper, envolles to include video frame analysis, multi-modal embedding, chat assistant, image and text search. <\/p>\n<p>What I need from you<strong>:<\/strong><\/p>\n<ul>\n<li>\n<p>Feedback on the UX\/workflow<\/p>\n<\/li>\n<li>\n<p>Bug reports and edge cases<\/p>\n<\/li>\n<li>\n<p>Ideas for new analyzer plugins<\/p>\n<\/li>\n<li>\n<p>Contributors interested in local-first AI tools<\/p>\n<\/li>\n<\/ul>\n<p>The tech stack is Express.js + React Router V7 + Python (PyTorch, Whisper, YOLO) + PostgreSQL + ChromaDB.<\/p>\n<p>Full Docker support for easy deployment.<\/p>\n<\/p>\n<p><strong>Try it, break it, and let me know what you think!<\/strong><\/p>\n<\/p>\n<p>Github Link:<strong> <\/strong><a href=\"https:\/\/github.com\/IliasHad\/edit-mind\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/IliasHad\/edit-mind<\/a><\/p>\n<p>Showcase Video: <a href=\"https:\/\/youtu.be\/YrVaJ33qmtg?si=BDjJDpJKr_VIHqEE\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/youtu.be\/YrVaJ33qmtg?si=BDjJDpJKr_VIHqEE<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congrats <a href=\"https:\/\/www.producthunt.com\/@iliashaddad3\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"iliashaddad3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iliashaddad3<\/a> this looks great. looks powerful. can’t wait to try it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexmturnbull\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexmturnbull<\/a> Thank you so much, looking forward to hearing your feedback about it <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The local vector database really speeds up searching through videos on me. I didn\u2019t expect it to be this fast. \u26a1<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@new_user___01920267f18557962f8fee7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@new_user___01920267f18557962f8fee7<\/a> That’s great, 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>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 local video library seems to be limited, is there a way to open it to a search in youtube (like top 30 videos) etc<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@david_chen37\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@david_chen37<\/a> Can you please elaborate more? Would you like to search YouTube videos because this project is designed for you local video library? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 the search latency look once the library grows to thousands of videos?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lightninglx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lightninglx<\/a> It depends. We have two options: search by image, which is fast (about 500ms to 2 seconds). After all, it’s searching across a vector collection that we have visual frames. For text query, we’re searching across 3 vector collections (Text, Visual, and Audio), and this one could be long, like I have 1200 videos, and the search could take up to 10 seconds based on how complex the query is. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Local video search tends to buckle when libraries hit tens of thousands of clips and you need fast reindexing plus precise timecodes for \u201cexact moment\u201d retrieval.<\/p>\n<p>A solid pattern is segment-level indexing with VAD, word-level alignment and diarization via WhisperX on top of faster-whisper, then store vectors + metadata with strong persistence (often Postgres + pgvector) to keep one backup and one query plane. :contentReference[oaicite:0]{index=0}<\/p>\n<p>How are you modeling segment boundaries and syncing Postgres IDs to Chroma collections today, and do you plan a deterministic reindex pipeline for model upgrades without breaking existing links?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/6I4Q37OFIPGQRU\" class=\"app-title\">DevLensPro<\/a><\/p>\n<div class=\"one-liner\">AI-powered debugging for Claude Code. Point, click, fix<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DevLensPro\u662f\u4e00\u6b3e\u57fa\u4e8eMCP\u534f\u8bae\u7684Chrome\u6269\u5c55\uff0c\u901a\u8fc7AI\uff08Claude Code\uff09\u5b9e\u73b0\u201c\u6307\u54ea\u6253\u54ea\u201d\u5f0f\u7684\u81ea\u52a8\u5316UI\u8c03\u8bd5\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u5411AI\u63cf\u8ff0\u590d\u6742\u524d\u7aef\u754c\u9762\u95ee\u9898\u65f6\u6c9f\u901a\u4f4e\u6548\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6d5242c2-5184-48d0-ac1e-0a13151dbda1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/93aa0483-291f-4bb6-84d7-46866f74bd25.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dcf312d4-b154-4d17-b80a-1cf164677caa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8b262361-c385-4556-a1e1-6eb637cef330.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/90064a8c-c653-479b-9ca9-4c3fca8f9fed.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3f79f259-9fcc-4333-a163-b94f59699982.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u8c03\u8bd5\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u8c03\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">MCP\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">React\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u4ea4\u4e92\u4f18\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\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u81ea\u8ff0\u521b\u4f5c\u52a8\u673a\uff0c\u5f3a\u8c03\u89e3\u51b3\u4e86\u5411AI\u63cf\u8ff0UI\u5143\u7d20\u8017\u65f6\u4f4e\u6548\u7684\u75db\u70b9\u3002\u901a\u8fc7MCP\u534f\u8bae\u4f20\u8f93\u4e30\u5bcc\u4e0a\u4e0b\u6587\uff0c\u5b9e\u73b0\u4e86\u8c03\u8bd5\u6548\u73875-10\u500d\u7684\u63d0\u5347\u3002\u672a\u63d0\u53ca\u5177\u4f53\u7528\u6237\u95ee\u9898\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 DevLensPro\u8868\u9762\u4e0a\u662f\u4e00\u6b3e\u63d0\u5347AI\u8c03\u8bd5\u6548\u7387\u7684\u5de5\u5177\uff0c\u4f46\u5176\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\u5bf9\u201c\u4eba\u673a\u534f\u4f5c\u754c\u9762\u201d\u7684\u4e00\u6b21\u91cd\u8981\u91cd\u6784\u3002\u5b83\u6ca1\u6709\u9009\u62e9\u53bb\u589e\u5f3aAI\u7684\u4ee3\u7801\u751f\u6210\u80fd\u529b\uff0c\u800c\u662f\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u5f53\u524dAI\u7f16\u7a0b\u5de5\u4f5c\u6d41\u4e2d\u6700\u7b28\u91cd\u7684\u4e00\u73af\u2014\u2014\u4e0a\u4e0b\u6587\u4f20\u9012\u3002\u4ea7\u54c1\u5c06\u5f00\u53d1\u8005\u4ece\u201c\u7ffb\u8bd1\u8005\u201d\uff08\u5c06\u89c6\u89c9\u95ee\u9898\u8f6c\u5316\u4e3a\u6587\u5b57\u63cf\u8ff0\uff09\u7684\u82e6\u5f79\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u901a\u8fc7MCP\u534f\u8bae\u5efa\u7acb\u4e86\u4e00\u6761\u4ece\u6d4f\u89c8\u5668\u8fd0\u884c\u65f6\u5230AI\u6a21\u578b\u7684\u9ad8\u5e26\u5bbd\u3001\u7ed3\u6784\u5316\u6570\u636e\u7ba1\u9053\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c100%\u672c\u5730\u3001\u5f00\u6e90\u201d\u7684\u5b9a\u4f4d\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u4e00\u65b9\u9762\uff0c\u5b83\u7cbe\u51c6\u51fb\u4e2d\u4e86\u5f00\u53d1\u8005\u5bf9\u9690\u79c1\u548c\u5b89\u5168\u7684\u654f\u611f\u795e\u7ecf\uff0c\u6d88\u9664\u4e86\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u4e00\u5927\u987e\u8651\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u8fd9\u4e5f\u5c06\u6a21\u578b\u80fd\u529b\u7684\u4e0a\u9650\u5b8c\u5168\u7ed1\u5b9a\u4e8e\u7528\u6237\u672c\u5730\u7684Claude Code\u5b9e\u4f8b\uff0c\u5de5\u5177\u672c\u8eab\u9000\u5316\u4e3a\u4e00\u4e2a\u201c\u667a\u80fd\u7ba1\u9053\u201d\uff0c\u5176\u4f53\u9a8c\u548c\u6548\u679c\u4e25\u91cd\u4f9d\u8d56\u4e8e\u5e95\u5c42\u6a21\u578b\u7684\u8fdb\u5316\u901f\u5ea6\u3002\u8fd9\u4e00\u5b9a\u4f4d\u4f7f\u5176\u96be\u4ee5\u6784\u5efa\u6df1\u539a\u7684\u4ea7\u54c1\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u7a81\u7834\u5728\u4e8e\u5bf9\u201c\u4e0a\u4e0b\u6587\u201d\u7684\u91cd\u65b0\u5b9a\u4e49\u3002\u5b83\u4f20\u8f93\u7684\u4e0d\u4ec5\u4ec5\u662f\u622a\u56fe\uff0c\u800c\u662f\u7ed3\u6784\u5316\u7684HTML\u3001\u8ba1\u7b97\u540e\u7684CSS\u3001React Fiber\u8282\u70b9\u4e43\u81f3\u63a7\u5236\u53f0\u65e5\u5fd7\u3002\u8fd9\u76f8\u5f53\u4e8e\u4e3aAI\u88c5\u4e0a\u4e86\u6d4f\u89c8\u5668\u5f00\u53d1\u8005\u5de5\u5177\u7684\u201c\u773c\u775b\u201d\uff0c\u4f7f\u5176\u80fd\u8fdb\u884c\u8bed\u4e49\u7ea7\u800c\u975e\u50cf\u7d20\u7ea7\u7684\u7406\u89e3\u3002\u7136\u800c\uff0c\u5176\u5f53\u524d\u53d9\u4e8b\u9ad8\u5ea6\u4f9d\u8d56\u201cClaude Code\u201d\u8fd9\u4e00\u5355\u4e00\u751f\u6001\uff0c\u662f\u5176\u672a\u6765\u6269\u5f20\u7684\u6f5c\u5728\u98ce\u9669\u3002\u82e5\u80fd\u5c06\u5176\u201c\u4e0a\u4e0b\u6587\u7ba1\u9053\u201d\u80fd\u529b\u62bd\u8c61\u4e3a\u5f00\u653e\u6807\u51c6\uff0c\u652f\u6301\u66f4\u591aAI\u5f15\u64ce\uff0c\u5176\u60f3\u8c61\u7a7a\u95f4\u5c06\u4ece\u4e00\u6b3e\u6548\u7387\u5de5\u5177\uff0c\u5347\u7ea7\u4e3a\u4e0b\u4e00\u4ee3AI\u539f\u751fIDE\u7684\u5173\u952e\u4ea4\u4e92\u5c42\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u6781\u5176\u950b\u5229\u3001\u89e3\u51b3\u75db\u70b9\u5355\u70b9\u7684\u201c\u624b\u672f\u5200\u201d\uff0c\u4f46\u5c1a\u672a\u5c55\u73b0\u51fa\u5e73\u53f0\u5316\u7684\u91ce\u5fc3\u4e0e\u8def\u5f84\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\">DevLensPro<\/span>\n <\/div>\n<div class=\"comment-content\">DevLensPro is a Chrome extension that bridges your browser with Claude Code. Point at any UI element, and Claude instantly understands the context\u2014CSS, HTML, console logs, React components, screenshots\u2014and fixes bugs automatically. It eliminates the back-and-forth of describing UI issues. Works with the MCP protocol for seamless integration. 100% local, open source, and privacy-first.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built DevLensPro because debugging UI issues with Claude Code felt tedious. I’d spend 30 minutes describing a button’s styling, position, CSS properties\u2014when Claude could see it in milliseconds. <\/p>\n<p>The key breakthrough was using the MCP (Model Context Protocol) to stream rich context directly: HTML selectors, computed styles, React component info, console logs, and full screenshots. Now when you Option+Click a broken element, Claude has everything needed to fix it.<\/p>\n<p>What started as a personal frustration became an open-source tool. We integrated Ralph (autonomous agent support), added React component detection via Fiber inspection, and built both local and cloud modes.<\/p>\n<p>The result: developers report 5-10x faster debugging, and complex features that used to take days now take hours. It’s become the bridge between what you see in the browser and Claude’s AI power.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/Y3MMFN5EKPQESO\" class=\"app-title\">PopStack<\/a><\/p>\n<div class=\"one-liner\">Dock-style folder popovers for your macOS Desktop<\/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>PopStack \u662f\u4e00\u6b3e\u4e3a macOS \u8bbe\u8ba1\u7684\u684c\u9762\u6548\u7387\u5de5\u5177\uff0c\u901a\u8fc7\u70b9\u51fb\u6587\u4ef6\u5939\u5373\u5f39\u51fa\u5feb\u901f\u9884\u89c8\u7a97\u683c\u7684\u65b9\u5f0f\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u9891\u7e41\u4f7f\u7528\u684c\u9762\u6587\u4ef6\u65f6\uff0c\u56e0\u539f\u751f\u201c\u5806\u6808\u201d\u529f\u80fd\u5361\u987f\u3001\u6df7\u4e71\u800c\u88ab\u8feb\u6253\u5f00\u591a\u4e2a\u8bbf\u8fbe\u7a97\u53e3\uff0c\u5bfc\u81f4\u5de5\u4f5c\u6d41\u4e2d\u65ad\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\/db138fd2-e315-457a-88c3-d547023d82e6.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=yiJmshekUUo\"><source src=\"https:\/\/www.youtube.com\/watch?v=yiJmshekUUo\" 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\/280d51db-5648-419b-85b2-b66a35c020a2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/665577be-5401-4272-9dd9-c14254aca099.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/877e594a-35e2-4b9a-9d48-1bedf30b022d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span><br \/>\n <span class=\"tag\">Apple<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u9884\u89c8<\/span><br \/>\n <span class=\"tag\">\u539f\u751f\u66ff\u4ee3<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u5939\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b9a\u4e49\u6392\u5e8f<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u56fe\u6807<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u56e0\u5bf9\u539f\u751f\u201c\u5806\u6808\u201d\u529f\u80fd\u4f53\u9a8c\u4e0d\u4f73\u800c\u521b\u4f5c\u6b64\u5e94\u7528\uff0c\u6838\u5fc3\u53cd\u9988\u662f\u89e3\u51b3\u4e86\u5806\u6808\u6253\u5f00\u5927\u6587\u4ef6\u5939\u65f6\u7684\u5361\u987f\u4e0e\u754c\u9762\u6df7\u4e71\u95ee\u9898\u3002\u4ec5\u6709\u4e00\u6761\u7528\u6237\u8be2\u95ee\u662f\u5426\u652f\u6301Linux\uff0c\u8868\u660e\u76ee\u524d\u8ba8\u8bba\u70ed\u5ea6\u6709\u9650\uff0c\u4e14\u7528\u6237\u7fa4\u4f53\u53ef\u80fd\u96c6\u4e2d\u4e8emacOS\u5e73\u53f0\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 PopStack \u5448\u73b0\u4e86\u4e00\u4e2a\u5178\u578b\u7684\u201c\u5fae\u521b\u65b0\u201d\u6848\u4f8b\uff1a\u5b83\u6ca1\u6709\u521b\u9020\u65b0\u9700\u6c42\uff0c\u800c\u662f\u5bf9\u82f9\u679c\u7cfb\u7edf\u5185\u4e00\u4e2a\u5931\u8d25\u6216\u672a\u8fbe\u9884\u671f\u7684\u529f\u80fd\uff08Desktop Stacks\uff09\u8fdb\u884c\u5916\u79d1\u624b\u672f\u5f0f\u7684\u7cbe\u51c6\u6539\u826f\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u7cfb\u7edf\u7ea7\u529f\u80fd\u7528\u6237\u4f53\u9a8c\u7f3a\u9677\u201d\u7684\u654f\u9510\u6355\u6349\u4e0e\u5546\u4e1a\u5316\u89e3\u6cd5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\u2014\u2014\u7528\u8f7b\u91cf\u7ea7\u3001\u5373\u70b9\u5373\u770b\u7684\u201cPopover\u201d\uff08\u5f39\u51fa\u5c42\uff09\u4ea4\u4e92\uff0c\u66ff\u4ee3\u4e86\u539f\u751f\u5806\u6808\u5168\u5c4f\u5c55\u5f00\u7684\u7b28\u91cd\u6a21\u5f0f\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u79fb\u52a8\u7aef\u201c\u76f8\u518c\u5806\u53e0\u201d\u6216\u201c\u53f3\u952e\u9884\u89c8\u201d\u7684\u6d41\u7545\u903b\u8f91\uff0c\u9006\u5411\u79fb\u690d\u5230\u4e86\u684c\u9762\u6587\u4ef6\u7ba1\u7406\u573a\u666f\uff0c\u5951\u5408\u4e86\u201c\u684c\u9762\u4f5c\u4e3a\u4e34\u65f6\u5de5\u4f5c\u533a\u800c\u975e\u4ed3\u5e93\u201d\u7684\u7528\u6237\u4e60\u60ef\u3002\u5176\u63d0\u4f9b\u7684\u81ea\u52a8\u6392\u5e8f\u4e0e\u667a\u80fd\u56fe\u6807\u529f\u80fd\uff0c\u5219\u662f\u4e3a\u4e86\u5f25\u8865\u7528\u6237\u5173\u95ed\u539f\u751f\u5806\u6808\u540e\u53ef\u80fd\u5931\u53bb\u7684\u81ea\u52a8\u5316\u4fbf\u5229\uff0c\u5c5e\u4e8e\u589e\u5f3a\u7528\u6237\u9501\u5b9a\u7684\u201c\u670d\u52a1\u5316\u201d\u5c1d\u8bd5\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\u5b83\u6df1\u5ea6\u7ed1\u5b9amacOS\u684c\u9762\u751f\u6001\uff0c\u7528\u6237\u89c4\u6a21\u5929\u7136\u53d7\u9650\uff0c\u4e14\u6781\u6613\u88ab\u82f9\u679c\u5728\u540e\u7eed\u7cfb\u7edf\u66f4\u65b0\u4e2d\u201c\u501f\u9274\u201d\u6216\u8986\u76d6\u3002\u5176\u6b21\uff0c\u5176\u89e3\u51b3\u7684\u662f\u4e00\u4e2a\u201c\u75d2\u70b9\u201d\u800c\u975e\u201c\u75db\u70b9\u201d\uff0c\u7528\u6237\u4ed8\u8d39\u610f\u613f\u4e0e\u4ea7\u54c1\u751f\u547d\u5468\u671f\u5b58\u7591\u3002\u4ece\u8bc4\u8bba\u533a\u7684\u51b7\u6e05\u53ef\u89c1\uff0c\u5b83\u5c1a\u672a\u5f15\u53d1\u5e7f\u6cdb\u5171\u9e23\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8fd9\u6b3e\u4ea7\u54c1\u66f4\u50cf\u662f\u4e00\u4f4d\u8d44\u6df1Mac\u7528\u6237\u5199\u7ed9\u82f9\u679c\u7684\u201c\u529f\u80fd\u5efa\u8bae\u4e66\u201d\uff0c\u5e76\u4ee5\u72ec\u7acb\u5e94\u7528\u7684\u5f62\u5f0f\u5148\u884c\u5b9e\u73b0\u3002\u5b83\u8bc1\u660e\u4e86\u5728\u5de8\u5934\u751f\u6001\u7684\u7f1d\u9699\u4e2d\uff0c\u4f9d\u7136\u5b58\u5728\u901a\u8fc7\u6781\u81f4\u6253\u78e8\u5355\u4e00\u4f53\u9a8c\u6765\u83b7\u53d6\u5c0f\u4f17\u7528\u6237\u7684\u673a\u4f1a\u3002\u4f46\u5176\u957f\u671f\u751f\u5b58\u7684\u5173\u952e\uff0c\u6216\u8bb8\u5728\u4e8e\u80fd\u5426\u4ece\u201c\u684c\u9762\u6587\u4ef6\u5939\u9884\u89c8\u201d\u8fd9\u4e2a\u5355\u70b9\uff0c\u5ef6\u4f38\u51fa\u4e00\u5957\u66f4\u4f53\u7cfb\u5316\u7684\u684c\u9762\u4fe1\u606f\u6d41\u7ba1\u7406\u54f2\u5b66\uff0c\u5426\u5219\u6050\u96be\u9003\u201c\u5c1d\u9c9c\u5373\u5f03\u201d\u7684\u5de5\u5177\u547d\u8fd0\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\">PopStack<\/span>\n <\/div>\n<div class=\"comment-content\">Desktop Stacks, reimagined. Instant folder popovers for a cleaner, faster Mac experience.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi all,<\/p>\n<p>My frustrations with macOS’ Stacks feature forced my hand. I utilize my Desktop quite a bit. I thought native Stacks would solve my organization problem, but trying to use them in practice is cumbersome and glitchy. If you open a stack with more than a handful of files, your screen just turns into a gigantic mess and your GPU stutters. So I created PopStack.<\/p>\n<p>Simply click a Desktop folder and PopStack opens a fast popover so you can peak & access the contents right there (icon grid or list view), without opening Finder windows all over your screen.<\/p>\n<p>– Optional Auto\u2011Sort: If you want, PopStack can sort Desktop files via configurable rules into folders (a native Stacks-style alternative, but more customizable).<br \/>\n– Smart Icons (optional): PopStack can automatically generate \u201cstacked thumbnail\u201d folder icons for folders it manages (again, to replace Stacks).<br \/>\n– Native + lightweight: Built to feel Mac-native and stay snappy.<\/p>\n<p>I’m definitely open to feedback! I have a couple nice improvements planned. I’m hoping it’s as useful for others as it has been for me. Let me know if you any questions!<\/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\">Hi, does this also work on Linux?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XTJOHGUQCBUVDC\" class=\"app-title\">Cloakly<\/a><\/p>\n<div class=\"one-liner\">Hide apps during screen shares \u2013 keep your desktop private<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">91<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cloakly\u662f\u4e00\u6b3e\u8f7b\u91cf\u7ea7Windows\u5e94\u7528\uff0c\u80fd\u5728Zoom\u3001Teams\u7b49\u5c4f\u5e55\u5171\u4eab\u65f6\u81ea\u52a8\u9690\u85cf\u654f\u611f\u7a97\u53e3\uff0c\u89e3\u51b3\u7528\u6237\u56e0\u610f\u5916\u6cc4\u9732\u79c1\u4eba\u4fe1\u606f\u6216\u5206\u5fc3\u5185\u5bb9\u800c\u5c34\u5c2c\u7684\u5b89\u5168\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\/8ce0051c-5ebf-4ee4-87a0-f0bedb830e33.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/80386df8-8a94-43a9-9a26-e268253a6a89.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5e983adc-018c-47ff-8b52-ca78f94ada7d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c71f7cd0-4ded-422b-aaa5-374b24488c76.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e76d76ce-f9a4-4c7b-99a0-e43bfe9b5d21.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Privacy<\/span><br \/>\n <span class=\"tag\">Remote Work<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5c4f\u5e55\u5171\u4eab\u9690\u79c1<\/span><br \/>\n <span class=\"tag\">\u7a97\u53e3\u9690\u85cf\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u529e\u516c<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Windows\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">Rust\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u4ea7\u54c1\u805a\u7126\u5b9e\u7528\uff0c\u4f46\u62c5\u5fe7\u6bcf\u6b21\u547c\u53eb\u524d\u9700\u624b\u52a8\u914d\u7f6e\uff0c\u8be2\u95ee\u8bbe\u7f6e\u8bb0\u5fc6\u529f\u80fd\u548cMac\u7248\u8ba1\u5212\u3002\u5f00\u53d1\u8005\u56de\u5e94\u6b63\u6539\u8fdb\u4e3a\u201c\u8bbe\u7f6e\u5373\u5fd8\u201d\u4f53\u9a8c\uff0c\u5e76\u786e\u8ba4Mac\u7248\u662f\u4e0b\u4e00\u6b65\u91cd\u70b9\u3002\u53e6\u6709\u8bc4\u8bba\u8d28\u7591\u5176\u5fc5\u8981\u6027\uff0c\u56e0\u90e8\u5206\u5de5\u5177\u5df2\u652f\u6301\u4ec5\u5171\u4eab\u7279\u5b9a\u5e94\u7528\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Cloakly\u5207\u5165\u4e86\u4e00\u4e2a\u5728\u8fdc\u7a0b\u534f\u4f5c\u5e38\u6001\u4e0b\u88ab\u957f\u671f\u5ffd\u89c6\u7684\u7ec6\u5fae\u75db\u70b9\uff1a\u5c4f\u5e55\u5171\u4eab\u65f6\u201c\u6700\u540e\u4e00\u79d2\u201d\u7684\u9690\u79c1\u6050\u614c\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u7a81\u7834\uff08\u865a\u62df\u684c\u9762\u7b49\u53d8\u901a\u65b9\u6848\u65e9\u5df2\u5b58\u5728\uff09\uff0c\u800c\u5728\u4e8e\u5c06\u4e00\u79cd\u9632\u5fa1\u6027\u884c\u4e3a\uff08\u614c\u4e71\u5207\u6362\u7a97\u53e3\uff09\u8f6c\u5316\u4e3a\u65e0\u9700\u8ba4\u77e5\u8d1f\u8377\u7684\u81ea\u52a8\u5316\u5b88\u62a4\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e3a\u6570\u5b57\u5f62\u8c61\u63d0\u4f9b\u4e86\u4e00\u5c42\u201c\u793e\u4ea4\u793c\u4eea\u4fdd\u9669\u201d\uff0c\u4fdd\u62a4\u7528\u6237\u514d\u4e8e\u56e0\u5076\u7136\u5931\u8bef\u5bfc\u81f4\u7684\u4e13\u4e1a\u6027\u8d28\u7591\u6216\u4e2a\u4eba\u5c34\u5c2c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u4e24\u4e2a\u6838\u5fc3\u6311\u6218\uff1a\u4e00\u662f\u573a\u666f\u5fc5\u8981\u6027\u6b63\u88ab\u5e73\u53f0\u529f\u80fd\u4fb5\u8680\u3002\u5982\u8bc4\u8bba\u6240\u6307\uff0c\u8bb8\u591a\u4e3b\u6d41\u4f1a\u8bae\u8f6f\u4ef6\u5df2\u652f\u6301\u4ec5\u5171\u4eab\u5355\u4e2a\u5e94\u7528\u7a97\u53e3\uff0c\u8fd9\u76f4\u63a5\u52a8\u6447\u4e86\u5176\u57fa\u7840\u9700\u6c42\u3002Cloakly\u7684\u751f\u5b58\u7a7a\u95f4\u6216\u8bb8\u66f4\u96c6\u4e2d\u4e8e\u9700\u8981\u5171\u4eab\u6574\u4e2a\u684c\u9762\u6216\u9891\u7e41\u5207\u6362\u5e94\u7528\u7684\u573a\u666f\uff08\u5982\u8f6f\u4ef6\u6f14\u793a\u3001\u8fdc\u7a0b\u652f\u6301\uff09\u3002\u4e8c\u662f\u5176\u201c\u8f7b\u91cf\u7ea7\u201d\u4f18\u52bf\u4e0e\u201c\u914d\u7f6e\u7e41\u7410\u201d\u7684\u8bc4\u8bba\u5f62\u6210\u77db\u76fe\u3002\u82e5\u4e0d\u80fd\u5b9e\u73b0\u57fa\u4e8e\u573a\u666f\u7684\u667a\u80fd\u89c4\u5219\uff08\u5982\u68c0\u6d4b\u5230\u4f1a\u8bae\u542f\u52a8\u81ea\u52a8\u5e94\u7528\u9884\u8bbe\u89c4\u5219\uff09\uff0c\u5b83\u5f88\u53ef\u80fd\u6ca6\u4e3a\u53e6\u4e00\u6b3e\u9700\u8981\u624b\u52a8\u7ba1\u7406\u7684\u5de5\u5177\uff0c\u589e\u52a0\u800c\u975e\u51cf\u5c11\u5de5\u4f5c\u6d41\u4e2d\u65ad\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f00\u53d1\u8005\u9009\u62e9Rust\u6784\u5efa\uff0c\u51f8\u663e\u5bf9\u6027\u80fd\u4e0e\u53ef\u9760\u6027\u7684\u8ffd\u6c42\uff0c\u8fd9\u5bf9\u5176\u4f5c\u4e3a\u5e38\u9a7b\u540e\u53f0\u7684\u5b88\u62a4\u8fdb\u7a0b\u81f3\u5173\u91cd\u8981\u3002\u4ece\u8def\u7ebf\u56fe\u770b\uff0c\u5176\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5feb\u901f\u8fed\u4ee3\u51fa\u667a\u80fd\u5316\u7684\u6301\u4e45\u8bbe\u7f6e\uff0c\u5e76\u8de8\u5e73\u53f0\u81f3macOS\u4ee5\u6269\u5927\u5e02\u573a\u3002\u5f53\u524d\u7248\u672c\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5de7\u7684\u6280\u672f\u65b9\u6848\u9a8c\u8bc1\uff0c\u5176\u957f\u671f\u6210\u529f\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u624b\u52a8\u9690\u85cf\u5de5\u5177\u201d\u8fdb\u5316\u6210\u201c\u81ea\u4e3b\u60c5\u666f\u611f\u77e5\u7684\u9690\u79c1\u5c42\u201d\uff0c\u5e76\u6316\u6398\u51fa\u8d85\u8d8a\u4e2a\u4eba\u7528\u6237\u7684\u3001\u5bf9\u654f\u611f\u4fe1\u606f\u6709\u5f3a\u5236\u5408\u89c4\u9700\u6c42\u7684\u56e2\u961f\u6216\u4f01\u4e1a\u573a\u666f\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\">Cloakly<\/span>\n <\/div>\n<div class=\"comment-content\">Cloakly is a lightweight Windows app that lets you hide sensitive windows like personal messages, banking tabs, or distractions during screen shares on Zoom, Teams, Discord, or OBS. Unlike basic workarounds like alt-tabbing or virtual desktops, hidden apps stay fully usable and visible only to you, no interruptions to your workflow.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A nice focused app! Reminds me of <a href=\"https:\/\/www.producthunt.com\/products\/muzzle\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"muzzle\" target=\"_blank\" rel=\"noopener\">@Muzzle<\/a> – they had a super funny launch and site. It seems like this would be a little cumbersome to configure at the beginning of each call – do you have settings that you can remember? Any chance this is coming to Mac sometime?<\/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\/@rajiv_ayyangar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rajiv_ayyangar<\/a> Thanks so much for the kind words. We are still working on the settings\/persistence side of things to make sure it\u2019s a ‘set it and forget it’ experience rather than something you have to fiddle with before every call.<\/p>\n<p>As for Mac, it\u2019s definitely in the plans! I\u2019m focused on perfecting the Windows version first, but macOS is the very next stop. Thanks for the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b I’m Javier, the solo dev behind Cloakly. Built this in Rust to solve my own pain of accidental leaks during SaaS demos and client calls. No more scrambling to close app. Just seamless privacy. What’s your worst screen share horror story? Excited for your feedback! \ud83d\ude80<\/div>\n<div class=\"comment-actions\">\n<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\/@javiergoodall99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@javiergoodall99<\/a> Thank you for your product, I think it’s fantastic.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@javiergoodall99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@javiergoodall99<\/a> Hi,Now many screen-sharing tools only share a specific application, and won\u2019t display the windows of other apps. That\u2019s why I don\u2019t quite understand the purpose of your application.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/UEWPYQYPBLDMP2\" class=\"app-title\">dumppp<\/a><\/p>\n<div class=\"one-liner\">.5s capture app that sends your notes straight into Notion<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">86<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6781\u901f\uff080.5\u79d2\u5185\uff09\u7684Notion\u524d\u7aef\u6355\u6349\u5e94\u7528\uff0c\u5728\u79fb\u52a8\u7aef\u7075\u611f\u7a0d\u7eb5\u5373\u901d\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u56e0\u5e94\u7528\u52a0\u8f7d\u7f13\u6162\u800c\u6253\u65ad\u5fc3\u6d41\u3001\u5bfc\u81f4\u60f3\u6cd5\u4e22\u5931\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/88cca4c7-101c-4e7d-a315-0021bd661f84.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/74e76d50-b3a0-40c4-a612-9cb810f12925.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b99a3731-ff37-4a61-8762-7843a291ca4c.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/89b59c2a-5d58-44cc-a1ed-e5f7db913e74.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b1138e7c-cd59-4ff6-85d7-7e28df5a1186.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/24ff2f52-cf5a-4a36-b803-433a8cfe9227.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=mBdj2VdrDFY\"><source src=\"https:\/\/www.youtube.com\/watch?v=mBdj2VdrDFY\" 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\">iOS<\/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\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Notion\u5ba2\u6237\u7aef<\/span><br \/>\n <span class=\"tag\">\u6781\u901f\u7b14\u8bb0<\/span><br \/>\n <span class=\"tag\">\u7075\u611f\u6355\u6349<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u64cd\u4f5c\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u4f18\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>\u5f00\u53d1\u8005\u672c\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u6e90\u4e8e\u4e2a\u4eba\u75db\u70b9\uff08\u7167\u987e\u5b69\u5b50\u65f6\u65e0\u6cd5\u5feb\u901f\u8bb0\u5f55\uff09\uff0c\u6838\u5fc3\u54f2\u5b66\u662f\u4e50\u89c2UI\u4e0e\u7eaf\u524d\u7aef\u9690\u79c1\u3002\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u521b\u610f\u6709\u7528\u3002\u8ba8\u8bba\u805a\u7126\u4e8e\u79fb\u52a8\u7aefNotion\u7684\u4f7f\u7528\u6469\u64e6\uff0c\u5f00\u53d1\u8005\u900f\u9732\u6b63\u5728\u5f00\u53d1Apple Watch\u8bed\u97f3\u6355\u6349\u7248\u672c\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 dumppp\u7684\u672c\u8d28\uff0c\u5e76\u975e\u53c8\u4e00\u4e2aNotion\u96c6\u6210\u5de5\u5177\uff0c\u800c\u662f\u4e00\u6b21\u9488\u5bf9\u201c\u6355\u6349\u201d\u8fd9\u4e00\u539f\u59cb\u52a8\u4f5c\u7684\u6781\u7aef\u4f18\u5316\u624b\u672f\u3002\u5b83\u7cbe\u51c6\u5730\u5207\u4e2d\u4e86\u73b0\u4ee3\u77e5\u8bc6\u7ba1\u7406\u5de5\u5177\u7684\u4e00\u4e2a\u666e\u904d\u6096\u8bba\uff1a\u529f\u80fd\u8d8a\u5f3a\u5927\u3001\u7ed3\u6784\u8d8a\u590d\u6742\uff0c\u5176\u8bb0\u5f55\u5165\u53e3\u5374\u53d8\u5f97\u8d8a\u7b28\u91cd\u548c\u7f13\u6162\u3002\u4ea7\u54c1\u5c06\u81ea\u8eab\u4e25\u683c\u9650\u5b9a\u4e3a\u201c\u524d\u7aef\u201d\uff0c\u653e\u5f03\u4e2d\u95f4\u670d\u52a1\u5668\uff0c\u8fd9\u65e2\u662f\u9690\u79c1\u5356\u70b9\uff0c\u66f4\u662f\u5176\u6027\u80fd\u5ba3\u8a00\u2014\u2014\u5b83\u901a\u8fc7\u67b6\u6784\u9009\u62e9\uff0c\u5f7b\u5e95\u89c4\u907f\u4e86\u7f51\u7edc\u8bf7\u6c42\u4e0e\u4e91\u7aef\u5904\u7406\u5e26\u6765\u7684\u56fa\u6709\u5ef6\u8fdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4ef7\u503c\u6838\u5fc3\u5728\u4e8e\u201c\u5b88\u62a4\u5fc3\u6d41\u201d\u30020.5\u79d2\u7684\u6807\u699c\uff0c\u4ee5\u53ca\u201c\u4e50\u89c2UI\u201d\uff08\u5148\u663e\u793a\u540e\u540c\u6b65\uff09\u7684\u8bbe\u8ba1\uff0c\u8868\u660e\u5b83\u5bf9\u6297\u7684\u662f\u8ba4\u77e5\u4e2d\u65ad\u3002\u8fd9\u5bf9\u4e8e\u521b\u610f\u5de5\u4f5c\u8005\u3001\u591a\u4efb\u52a1\u5904\u7406\u8005\uff08\u5982\u6848\u4f8b\u4e2d\u7684\u7236\u4eb2\uff09\u800c\u8a00\uff0c\u4ef7\u503c\u8fdc\u8d85\u4e00\u4e2a\u7b80\u5355\u7684\u5feb\u6377\u65b9\u5f0f\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a\u601d\u7ef4\u4e0e\u6570\u5b57\u7cfb\u7edf\u4e4b\u95f4\u6700\u65e0\u7f1d\u7684\u5bfc\u7ba1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u7280\u5229\u4e4b\u5904\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u5929\u82b1\u677f\u3002\u4f5c\u4e3a\u7eaf\u7cb9\u524d\u7aef\uff0c\u5176\u529f\u80fd\u6df1\u5ea6\u5fc5\u7136\u53d7\u9650\u4e8eNotion\u5b98\u65b9API\u7684\u80fd\u529b\u4e0e\u54cd\u5e94\u901f\u5ea6\uff0c\u590d\u6742\u7684\u6570\u636e\u5904\u7406\u4e0e\u5173\u7cfb\u6784\u5efa\u6050\u975e\u5176\u6240\u80fd\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u4e13\u7cbe\u7684\u201c\u611f\u5b98\u5668\u5b98\u201d\uff08\u6355\u6349\uff09\uff0c\u800c\u975e\u201c\u5927\u8111\u201d\uff08\u5904\u7406\uff09\u3002\u4ece\u5f00\u53d1\u8005\u89c4\u5212Apple Watch\u7248\u672c\u6765\u770b\uff0c\u5176\u8def\u5f84\u662f\u7ee7\u7eed\u6cbf\u7740\u201c\u6355\u6349\u201d\u573a\u666f\u505a\u900f\uff0c\u8fd9\u4e00\u5b9a\u4f4d\u6e05\u6670\u4e14\u660e\u667a\u3002\u4f46\u957f\u671f\u770b\uff0c\u5b83\u9700\u8981\u4e0e\u529f\u80fd\u66f4\u5168\u9762\u7684Notion\u5b98\u65b9\u5e94\u7528\u6216\u5176\u4ed6\u5de5\u5177\u5171\u5b58\uff0c\u5176\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u7528\u6237\u662f\u5426\u613f\u610f\u4e3a\u8fd9\u4e2a\u201c\u77ac\u95f4\u5165\u53e3\u201d\u652f\u4ed8\u989d\u5916\u7684\u5e94\u7528\u5207\u6362\u6210\u672c\u3002\u5b83\u662f\u4e00\u573a\u9488\u5bf9\u6548\u7387\u7ec6\u8282\u7684\u8c6a\u8d4c\uff0c\u8d4c\u6ce8\u662f\u7528\u6237\u5bf9\u201c\u77ac\u95f4\u201d\u7684\u73cd\u89c6\u7a0b\u5ea6\uff0c\u5df2\u8d85\u8d8a\u5bf9\u201c\u5168\u80fd\u201d\u7684\u8ffd\u6c42\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\">dumppp<\/span>\n <\/div>\n<div class=\"comment-content\">A blazing fast Notion frontend to capture and review ideas in under 0.5s. It eliminates loading friction with an X-like timeline and a Tab UI context switcher. Instantly swap databases and properties for both viewing and writing. Features offline-first capture and a direct-API design for total privacy. Refined by 70+ beta testers (90.5% Reddit upvote ratio) to keep pace with your creative flow.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH! I\u2019m a solo dev and a Notion nerd.<\/p>\n<p>I built dumppp because I was tired of losing ideas to mobile loading screens. As a father, I didn\u2019t want to make my daughter wait just to capture a quick thought.<\/p>\n<\/p>\n<p>We focused on eliminating even the <strong>0.5s lag<\/strong> that kills “flow”. After reaching #2 in r\/ProductivityApps, 70+ beta testers helped me refine this into a “Personal OS”.<\/p>\n<\/p>\n<p><strong>Core Philosophy:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Optimistic UI:<\/strong> Your thoughts reflect instantly; sync happens silently.<\/p>\n<\/li>\n<li>\n<p><strong>Context-Aware:<\/strong> Tabs automatically handle your complex Notion properties.<\/p>\n<\/li>\n<li>\n<p><strong>No Middle Server:<\/strong> Purely a front-end client for maximum privacy.<\/p>\n<\/li>\n<\/ul>\n<p>I\u2019d love to hear from you: What is the single most frustrating thing about using Notion on your smartphone right now?<\/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\/@mabikuso\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mabikuso<\/a> very cool idea! This will be super useful for a bunch of people I\u2019m sure!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Masatoshi, that moment of making your daughter wait just to capture a quick thought before it disappears really paints the picture. Was there a specific idea you lost to that loading screen?<\/div>\n<div class=\"comment-actions\">\n<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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> <\/p>\n<p>That\u2019s a great question! It wasn’t just one specific idea, but rather a constant stream of “lost sparks.”<\/p>\n<p>Actually, the whole idea for <strong>dumppp<\/strong> started when I was trying to build a completely different app for child-rearing records. While taking care of my infant daughter, I\u2019d constantly come up with new features or improvements, but I\u2019d forget them the moment I got distracted because I couldn\u2019t record them fast enough.<\/p>\n<p>I love Notion, but I could never bring myself to use the mobile app for quick captures, and opening a laptop while looking after a baby is impossible. Now, thanks to <strong>dumppp<\/strong>, I can finally capture every thought the moment it hits me!<\/p>\n<\/p>\n<p>By the way, because of this experience, I\u2019m currently developing an <strong>Apple Watch version<\/strong>. It\u2019ll allow for voice-to-text capture via complications, so I won’t even need to pick up my phone while holding my daughter!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Apple Watch App <a href=\"https:\/\/youtu.be\/u0FvoGJBrcY\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/youtu.be\/u0FvoGJBrcY<\/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>Thanks for the upvotes, everyone! I built dumppp because I was tired of Notion’s slow loading time when I just wanted to save a quick thought.<\/p>\n<p><strong>Quick question: What\u2019s your biggest “friction” when capturing notes into Notion? Is it the loading speed, or something else?<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ \u4e3a\u6240\u6709\u53ef\u70b9\u51fb\u5143\u7d20\u6dfb\u52a0\u89e6\u6478\u53cd\u9988\n const clickableElements = document.querySelectorAll(\n '.media-content, .close, .video-overlay, .play-icon'\n );<\/p>\n<p> clickableElements.forEach(el => {\n el.style.touchAction = 'manipulation'; \/\/ \u9632\u6b62\u53cc\u51fb\u7f29\u653e\n });\n }\n }<\/p>\n<p> \/\/ \u4e3a\u6240\u6709\u56fe\u7247\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\n const images = document.querySelectorAll(\"img.media-content\");\n images.forEach(img => {\n img.onclick = function() {\n modal.style.display = \"block\";\n modalImg.src = this.src;\n \/\/ \u963b\u6b62\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"hidden\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n img.addEventListener('touchstart', function(e) {\n \/\/ \u9632\u6b62\u89e6\u6478\u4e8b\u4ef6\u89e6\u53d1\u4e0d\u5fc5\u8981\u7684\u884c\u4e3a\n e.preventDefault();\n this.click();\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6 - \u8df3\u8f6c\u5230\u89c6\u9891URL\n const videos = document.querySelectorAll(\"video.media-content\");\n videos.forEach(video => {\n \/\/ \u70b9\u51fb\u89c6\u9891\u672c\u8eab\u65f6\u8df3\u8f6c\u5230\u89c6\u9891URL\n video.onclick = function(e) {\n \/\/ \u68c0\u67e5\u70b9\u51fb\u76ee\u6807\u662f\u5426\u662f\u89c6\u9891\u63a7\u4ef6\u6216\u5176\u5b50\u5143\u7d20\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> \/\/ \u5411\u4e0a\u904d\u5386DOM\uff0c\u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\u5143\u7d20\n while (target && target !== this) {\n \/\/ \u68c0\u67e5\u662f\u5426\u6709\u63a7\u4ef6\u76f8\u5173\u7684\u7c7b\u540d\u6216\u5c5e\u6027\n if (target.classList.contains('video-js') || \n target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.tagName.toLowerCase() === 'select' ||\n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> \/\/ \u53ea\u6709\u5f53\u70b9\u51fb\u7684\u662f\u89c6\u9891\u672c\u8eab\u800c\u975e\u63a7\u4ef6\u65f6\u624d\u8df3\u8f6c\n if (!isControlClick && e.target.tagName.toLowerCase() === 'video') {\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n video.addEventListener('touchstart', function(e) {\n \/\/ \u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> while (target && target !== this) {\n if (target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> if (!isControlClick) {\n e.preventDefault();\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u906e\u7f69\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\uff0c\u786e\u4fdd\u70b9\u51fb\u906e\u7f69\u4e5f\u80fd\u8df3\u8f6c\n const videoOverlays = document.querySelectorAll('.video-overlay');\n videoOverlays.forEach(overlay => {\n overlay.onclick = function(e) {\n \/\/ \u963b\u6b62\u4e8b\u4ef6\u5192\u6ce1\u5230\u89c6\u9891\u5143\u7d20\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n overlay.addEventListener('touchstart', function(e) {\n e.preventDefault();\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u5173\u95ed\u6a21\u6001\u6846\n closeBtn.onclick = function() {\n modal.style.display = \"none\";\n \/\/ \u6062\u590d\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"auto\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n closeBtn.addEventListener('touchstart', function(e) {\n e.preventDefault();\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }, { passive: false });\n }<\/p>\n<p> \/\/ \u70b9\u51fb\u6a21\u6001\u6846\u5916\u90e8\u5173\u95ed\n window.onclick = function(event) {\n if (event.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n modal.addEventListener('touchstart', function(e) {\n if (e.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }, { passive: true });\n }<\/p>\n<p> \/\/ \u6309ESC\u952e\u5173\u95ed\u6a21\u6001\u6846\n document.addEventListener('keydown', function(event) {\n if (event.key === 'Escape' && modal.style.display === 'block') {\n modal.style.display = 'none';\n document.body.style.overflow = \"auto\";\n }\n });<\/p>\n<p> \/\/ \u68c0\u67e5\u6bcf\u4e2a\u5a92\u4f53\u753b\u5eca\u4e2d\u662f\u5426\u53ea\u6709\u4e00\u4e2a\u9879\u76ee\uff0c\u5982\u679c\u662f\uff0c\u6dfb\u52a0single-item\u7c7b\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n }\n });<\/p>\n<p> \/\/ \u521d\u59cb\u5316\u89e6\u6478\u4f18\u5316\n addTouchOptimization();<\/p>\n<p> \/\/ \u7a97\u53e3\u5927\u5c0f\u53d8\u5316\u65f6\u91cd\u65b0\u68c0\u67e5\u753b\u5eca\u72b6\u6001\n window.addEventListener('resize', function() {\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n } else {\n gallery.classList.remove('single-item');\n }\n });\n });<\/p>\n<p> \/\/ --- \u8bc4\u8bba\u533a\u57df\u6298\u53e0\/\u5c55\u5f00\u529f\u80fd ---\n const commentToggles = document.querySelectorAll('.comments-toggle');<\/p>\n<p> commentToggles.forEach(toggle => {\n toggle.addEventListener('click', function() {\n \/\/ \u5207\u6362\u5f53\u524dtoggle\u7684open\u72b6\u6001\n this.classList.toggle('open');<\/p>\n<p> \/\/ \u83b7\u53d6\u5bf9\u5e94\u7684\u8bc4\u8bba\u5bb9\u5668\n const commentsContainer = this.nextElementSibling;\n if (commentsContainer && commentsContainer.classList.contains('comments-container')) {\n commentsContainer.classList.toggle('open');\n }\n });\n });\n<\/script><\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-28 PH\u70ed\u699c | 2026-01-28 #1 DataF […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"template-clean-canvas.php","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-117","post","type-post","status-publish","format-standard","hentry","category-producthunt"],"_links":{"self":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts\/117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/comments?post=117"}],"version-history":[{"count":0,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/posts\/117\/revisions"}],"wp:attachment":[{"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/media?parent=117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/categories?post=117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ph.listeningo.cn\/index.php\/wp-json\/wp\/v2\/tags?post=117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}