Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-08<\/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 | 2026-04-08<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5NXKZ7EKGRZVKR\" class=\"app-title\">Velo<\/a><\/p>\n<div class=\"one-liner\">Share anything as video messages<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">489<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Velo\u662f\u4e00\u6b3eAI\u89c6\u9891\u6d88\u606f\u5de5\u5177\uff0c\u53ef\u5c06\u539f\u59cb\u5f55\u5c4f\u3001\u6587\u4ef6\u6216\u94fe\u63a5\u5feb\u901f\u8f6c\u5316\u4e3a\u7cbe\u826f\u7684\u89c6\u9891\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u5236\u4f5c\u6f14\u793a\u3001\u6559\u7a0b\u3001\u5f02\u6b65\u6c47\u62a5\u7b49\u573a\u666f\u4e0b\uff0c\u60f3\u6cd5\u4e0e\u6210\u54c1\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u5236\u4f5c\u9e3f\u6c9f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c074e44b-d18b-46a9-97de-00a8e5f54a43.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\/2cf75be4-8d10-4233-9f76-8969b7d7d7fc.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\/9ce38888-6144-4ab5-9cdf-69e6344e097d.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\/fd3c5178-1f7e-48d3-ad7d-b877cccbe780.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\/0b6d82c8-6dca-4f35-8f6a-03232da605ba.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\/84f6288d-b6cf-4d0f-b162-62fb43c7284b.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\/55598db2-0cad-4c08-833d-8c7857c51072.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\/ad43d1c8-9ba1-4157-9cbd-b7128993997f.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\/7a90fd05-f837-417e-b01b-f0647976a0e9.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\/dd70781b-9532-4bec-bc0e-8e506332ce03.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/NLv3-tiqc9s?si=GOxAq9xtbytzJ7Q-\"><source src=\"https:\/\/youtu.be\/NLv3-tiqc9s?si=GOxAq9xtbytzJ7Q-\" 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\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u5f55\u5236<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u6d88\u606f<\/span><br \/>\n <span class=\"tag\">\u5f02\u6b65\u6c9f\u901a<\/span><br \/>\n <span class=\"tag\">\u6f14\u793a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u526a\u8f91<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u5408\u6210<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u4ee3\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\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u89e3\u51b3\u4e86\u771f\u5b9e\u75db\u70b9\uff0c\u8ba4\u4e3a\u5176\u6548\u679c\u60ca\u8273\u3001\u6d41\u7a0b\u76f4\u89c2\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u529f\u80fd\u7ec6\u8282\uff08\u5982\u8bed\u97f3\u514b\u9686\u7684\u53ef\u7528\u6027\u3001\u516c\u5f00\u5934\u50cf\u6570\u91cf\u3001\u7eaf\u811a\u672c\u751f\u6210\u65c1\u767d\uff09\uff1b\u6280\u672f\u539f\u7406\uff08\u5982\u4f55\u667a\u80fd\u526a\u8f91\u3001\u5982\u4f55\u4fdd\u6301\u201c\u4eba\u5473\u201d\uff09\uff1b\u4e0e\u7ade\u54c1\uff08\u5982Loom\uff09\u7684\u5dee\u5f02\uff1b\u4ee5\u53ca\u5bf9\u591a\u8bed\u8a00\u652f\u6301\u7684\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Velo\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2a\u201c\u5168\u80fdAI\u89c6\u9891\u7f16\u8f91\u5668\u201d\uff0c\u800c\u65e8\u5728\u6210\u4e3a\u201c\u60f3\u6cd5\u201d\u4e0e\u201c\u89c6\u9891\u6210\u54c1\u201d\u4e4b\u95f4\u7684**\u81ea\u52a8\u5316\u7ba1\u9053**\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u82b1\u54e8\u7684AI\u529f\u80fd\u5806\u780c\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u89c6\u9891\u5236\u4f5c\u74f6\u9888\u201d\u8fd9\u4e00\u987d\u56fa\u95ee\u9898\u7684\u7cbe\u51c6\u89e3\u6784\uff1a\u5b83\u901a\u8fc7\u63a5\u53d7\u6700\u539f\u59cb\u7684\u8f93\u5165\uff08\u6742\u4e71\u5f55\u5c4f\u3001\u94fe\u63a5\u3001\u6587\u6863\uff09\uff0c\u5e76\u6df1\u5ea6\u7406\u89e3\u7528\u6237\u610f\u56fe\uff08\u901a\u8fc7\u8bed\u97f3\u3001\u5c4f\u5e55\u5185\u5bb9\u4e0e\u7b80\u5355\u6307\u4ee4\uff09\uff0c\u6765\u81ea\u52a8\u5b8c\u6210\u6700\u8017\u65f6\u3001\u6700\u4ee4\u4eba\u632b\u8d25\u7684\u540e\u671f\u73af\u8282\u2014\u2014\u64b0\u5199\u811a\u672c\u3001\u4f18\u5316\u8bed\u97f3\u3001\u540c\u6b65\u97f3\u753b\u3001\u6dfb\u52a0\u7126\u70b9\u6548\u679c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u56e2\u961f\u7684\u6280\u672f\u9610\u8ff0\u53ef\u89c1\uff0c\u5176\u5173\u952e\u521b\u65b0\u5728\u4e8e\u201c\u73af\u5883\u611f\u77e5\u201d\u4e0e\u201c\u610f\u56fe\u63a5\u5730\u201d\u3002\u4e0e\u5355\u7eaf\u8ffd\u6c42\u66f4\u5f3a\u5927\u6a21\u578b\u7684\u4e3b\u6d41\u8def\u5f84\u4e0d\u540c\uff0cVelo\u901a\u8fc7\u6355\u6349\u7528\u6237\u64cd\u4f5c\u6d41\uff08\u70b9\u51fb\u3001\u610f\u56fe\uff09\u4f5c\u4e3a\u6d4f\u89c8\u5668\u4ee3\u7406\u7684\u201c\u6307\u5bfc\u5c42\u201d\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u81ea\u52a8\u5f55\u5236\u7684\u53ef\u9760\u6027\u3002\u8fd9\u63ed\u793a\u4e86\u5f53\u524dAI\u4ee3\u7406\u5e94\u7528\u7684\u4e00\u4e2a\u6838\u5fc3\u56f0\u5883\uff1a\u5931\u8d25\u5e38\u6e90\u4e8e\u5bf9\u6267\u884c\u73af\u5883\u7684\u201c\u76f2\u76ee\u201d\uff0c\u800c\u975e\u667a\u529b\u4e0d\u8db3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5f53\u5176\u51b2\u7684\u662f\u201c\u8fc7\u5ea6\u629b\u5149\u201d\u98ce\u9669\uff0cAI\u91cd\u5199\u53ef\u80fd\u6ee4\u6389\u4e2a\u6027\u5316\u7684\u8868\u8fbe\u9b45\u529b\uff0c\u8fd9\u4e5f\u662f\u7528\u6237\u7684\u6838\u5fc3\u5173\u5207\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5efa\u7acb\u5728\u7528\u6237\u5c06\u201c\u539f\u59cb\u7d20\u6750\u201d\u6258\u4ed8\u7684\u57fa\u7840\u4e0a\uff0c\u8fd9\u5bf9\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u63d0\u51fa\u66f4\u9ad8\u8981\u6c42\u3002\u6700\u540e\uff0c\u5728Loom\u7b49\u5df2\u6210\u4e60\u60ef\u7684\u5de5\u5177\u9762\u524d\uff0cVelo\u9700\u8981\u8bc1\u660e\u5176\u81ea\u52a8\u5316\u5e26\u6765\u7684\u8d28\u53d8\u4e0e\u6548\u7387\u63d0\u5347\uff0c\u8db3\u4ee5\u8ba9\u7528\u6237\u6539\u53d8\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cVelo\u4ee3\u8868\u4e86\u751f\u4ea7\u529b\u5de5\u5177\u7684\u4e00\u4e2a\u8fdb\u5316\u65b9\u5411\uff1a\u4ece\u63d0\u4f9b\u7f16\u8f91\u80fd\u529b\uff0c\u8f6c\u5411**\u541e\u566c\u5e76\u81ea\u52a8\u5316\u6574\u4e2a\u521b\u4f5c\u6d41\u7a0b\u4e2d\u201c\u4e0d\u6109\u5feb\u201d\u7684\u90e8\u5206**\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176AI\u5728\u201c\u7406\u89e3\u201d\u4e0e\u201c\u5e72\u9884\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u65e2\u6210\u4e3a\u65e0\u58f0\u7684\u6548\u7387\u5f15\u64ce\uff0c\u53c8\u4e0d\u5265\u593a\u7528\u6237\u6700\u7ec8\u7684\u63a7\u5236\u611f\u4e0e\u4e2a\u6027\u8868\u8fbe\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\">Velo<\/span>\n <\/div>\n<div class=\"comment-content\">Velo turns your raw screen recordings into watch-worthy, ready-to-share videos with AI.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<\/p>\n<\/p>\n<p>I’m Ajay, co-founder and CTO at Velo. Super excited to launch Velo for the first time!<\/p>\n<\/p>\n<p>I’ve spent the last year obsessing over a weirdly stubborn problem: why is it still so hard to make a simple video message?<\/p>\n<\/p>\n<p>You know exactly what you want to show. You can explain it perfectly in conversation. But the moment you try to record it, everything falls apart – the pacing and the words are off, you re-record it four times, and the result still doesn’t feel right.<\/p>\n<\/p>\n<p>We built Velo to close that gap.<\/p>\n<\/p>\n<p>Velo is an AI-powered tool that turns raw recordings, files, and URLs into video messages worth watching – pitches, tutorials, demos, async updates, courses, anything you need to show someone.<\/p>\n<\/p>\n<p><strong>Four ways to create a video:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Record your screen<\/strong>: Capture any app or browser, naturally. Don’t worry about getting the words right. Velo rewrites your script, enhances the voiceover, syncs audio to visuals, and delivers a polished video in minutes.<\/p>\n<\/li>\n<li>\n<p><strong>Upload a recording<\/strong>: Have a Zoom call, Loom video, or MP4 sitting in a folder? Upload it. Velo gives it a fresh script, clean audio, and synced visuals. That raw recording becomes something you’d actually want to send.<\/p>\n<\/li>\n<li>\n<p><strong>Paste a link<\/strong>: Drop in any live URL and tell the browser agent what to show, in plain language. It understands your intent, records the flow on its own, and produces a finished video. No recording needed.<\/p>\n<\/li>\n<li>\n<p><strong>Upload slides or images<\/strong>: Drop in a PDF or PPT. Velo converts them into a narrated video with automated zooms and cursor movements.<\/p>\n<\/li>\n<\/ul>\n<p><strong>What Velo handles for you:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Script & voiceover<\/strong>: Transcribes your audio, rewrites it into a clean script, and generates an enhanced voiceover synced to your visuals. Adjust the tone, swap lines, or rewrite entirely.<\/p>\n<\/li>\n<li>\n<p><strong>AI avatars<\/strong>: Add an avatar that looks and sounds like you, or pick from public avatars.<\/p>\n<\/li>\n<li>\n<p><strong>Smart effects<\/strong>: Auto zoom-ins on key moments, plus spotlights, callouts, and cursor highlights.<\/p>\n<\/li>\n<li>\n<p><strong>Brand kit<\/strong>: Your colours, logos, intros, and backgrounds applied across every video.<\/p>\n<\/li>\n<li>\n<p><strong>Background swap, music, and intro cards<\/strong>: Set the tone and look without extra tools.<\/p>\n<\/li>\n<li>\n<p><strong>Share instantly<\/strong>: Generate a link or download the final file.<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who is Velo for?<\/strong><\/p>\n<p>Founders recording demos. Teams sharing async updates. Creators building courses. Support teams writing walkthroughs. Anyone who has something to show but doesn’t want video production to be the bottleneck.<\/p>\n<\/p>\n<p>If you’ve got something to show, just Velo it.<\/p>\n<\/p>\n<p>\ud83c\udf81 <strong>For the PH community:<\/strong><\/p>\n<p>Try Velo for free today, and if it clicks, get 20% off your first month on Pro or Ultra.<\/p>\n<\/p>\n<p>We built this because we believe the showing part shouldn’t be the hard part. We’d love for you to try it and tell us what you think.<\/p>\n<\/p>\n<p>What’s the first video you’d make? \ud83d\udc99<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>35<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> Many congratulations Ajay and team for shipping this. \ud83d\ude42<\/p>\n<\/p>\n<p>Since the first time I connected to <a href=\"https:\/\/www.producthunt.com\/@grege_rodrigues\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@grege_rodrigues<\/a> and <a href=\"https:\/\/www.producthunt.com\/@madalsa_b\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalsa_b<\/a> I wanted to hunt this product. This is probably the best video generation \/ demo app I have seen on Product Hunt.<\/p>\n<\/p>\n<p>As <a href=\"https:\/\/www.producthunt.com\/@andrewchen\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrewchen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrewchen<\/a> said… (see screenshot below), I recommend makers on Product Hunt use Velo to make their launch demos. I look forward to using Velo for my social content. \ud83d\ude42<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7c0c4ab0-53c3-40f2-9a51-a8b9993ef987.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>19<\/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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> This is like a full fledged AI Video editor for Screen recordings, Kudos on 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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <\/p>\n<p>Congrats on the launch, Ajay<\/p>\n<p>Velo looks like an amazing way to make video messaging seamless. I love how it turns raw recordings into clear, watchable video messages perfect for pitches, tutorials, and async updates. Excited to see how it grows!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! Sourav here, co-founder and CEO at Velo.<\/p>\n<p>Building Velo has been one of the most challenging and rewarding things I’ve been part of. A team with a belief that making video messages should feel as easy as having a conversation.<\/p>\n<p>The technical challenges have been wild: browser-based editing, AI voiceover sync, and a browser agent that records flows on its own. <\/p>\n<p>Every layer pushed us into territory we hadn’t been in before. We built things we didn’t know we could.<\/p>\n<p>But the reason we kept going is that I’ve been on the other side of this problem too many times: you know exactly what you want to say, you know it would land better as a video, and you just don’t make it. <\/p>\n<p>Because the gap between what’s in your head and what comes out of a recording feels too wide.<\/p>\n<p>Velo exists to make that gap disappear. And seeing people use it and actually share the video message instead of giving up – that’s the moment that makes all of it worth it.<\/p>\n<p>Grateful to be launching here. Would love for you to try it. \ud83d\udc99<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> Congrats on the launch! Is this English only? Would love to try it out in Turkish as well if there is support. I will definitely use it for my global launch strategy though, great product.<\/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\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> <\/p>\n<p>Congrats on the launch! Way to push through all the technical challenges to build something so cool<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations <a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> , <br \/>BTW, how does Velo decide what to cut vs. keep from a raw recording? <\/p>\n<p>Is it based on silence, mouse movements, or something else?<\/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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> We run a VAD model to check for places with audio, then we listen to intent from the audio and screen and your tonality and auto edit 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Help me understand, does it automatically clone your voice with AI or it adds an AI voice to it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> We have both of them, but we have that cloning features available in our Ultra Plan. I would love to give you a free trial, if you could give me your email ID or shoot me a note at <a href=\"mailto:sourav@usevelo.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">sourav@usevelo.ai<\/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>a really glad you included a brand kit feature. most ai video tools look way too generic, so being able to bake in our own colors and intros from the start makes a huge difference for client demos. how many ‘public avatars’ are available on the free plan? <a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <a href=\"https:\/\/www.producthunt.com\/@grege_rodrigues\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"grege_rodrigues\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@grege_rodrigues<\/a> <a href=\"https:\/\/www.producthunt.com\/products\/velo-4\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"velo-4\" target=\"_blank\" rel=\"noopener\">@Velo<\/a> <\/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\">@priya_kushwaha1 there\u2019s 6 of them on the free plan! We\u2019re adding more soon<\/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>Building Velo made one thing very clear to us \u2014 browser agents don\u2019t fail because they\u2019re weak, they fail because they\u2019re blind.<br \/>Most tools try to fix this with better models. We went a different route \u2014 better grounding.<br \/>A simple user walkthrough (clicks, intent, flow) becomes the instruction layer for the agent. That single shift reduced unnecessary steps and made the system far more reliable.<br \/>Still early, but we\u2019re excited about where this can go. Would genuinely love feedback from the community.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sundeepjoshi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sundeepjoshi<\/a> That shift to grounding made a huge difference for us.<br \/>Feels like this is just the beginning<\/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\/@sundeepjoshi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sundeepjoshi<\/a> This is such an underrated observation. The grounding problem is real and it shows up in coding agents too, not just browser agents.<\/p>\n<p>We ran into a version of this building Grass. Agents running in the cloud with no feedback loop back to the developer. They’d go sideways at minute 10 and just keep going. The fix wasn’t a better model either. It was better visibility. Real-time tool call approval, diffs mid-session, the ability to steer before things go wrong.<\/p>\n<p>Different domain, same root problem. Excited to see where you take this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How are you approaching editing vs automation here, especially for people who want quick outputs but still need some control over the final message?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> The whole point was to capture your intent in your raw video. We do that through your voice and screen and thing figure out how we can automate your edits, we check for diction, tonality and emphasis on voice to give your video an auto edit. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> We automate most of it to get you a solid first version quickly. <\/p>\n<p>Then you can preview and tweak anything: script, timing, inside our video editor before sharing.<\/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>Not bad, time to move away from loom<\/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\/@klashkil\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klashkil<\/a> Spot onnnn<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congratulations on the launch \ud83d\ude80<\/p>\n<p>I gave Velo a quick try and was genuinely impressed, within minutes I had a polished video with smooth animations and a really solid overall result. As someone who\u2019s not experienced in video editing, I found the process intuitive and easy to follow, which is a big win.<\/p>\n<p>One thing I found a bit unclear: is there a reason we can\u2019t add narration to a video that doesn\u2019t already have audio? Since we can provide a script, it feels like enabling voiceover generation from scratch would be a natural extension and a valuable addition.<\/p>\n<p>I\u2019ll keep exploring and come back with more detailed feedback soon, excited to see how this evolves!<\/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\/@matheusdsantosr_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matheusdsantosr_dev<\/a> This is great feedback, we’re actually launching that in our next drop where you can bring your own script. Excited for you to try that out too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 to the team!!!!<\/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\/@sunil_sde\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunil_sde<\/a> Excited for this <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunil_sde\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunil_sde<\/a> Thanks Sunil \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>Congrats on the launch! <\/p>\n<p>The focus on ‘early shaping’ is what caught my eye\u2014most AI tools try to be everything at once, but Velo feels like it’s actually built to respect the user’s existing workflow. <\/p>\n<p>Excited to see how the environmental awareness layer evolves from here.<\/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\/@yashchoudhary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yashchoudhary<\/a> Thank you for your kind words, very soon with our browser agent continously evolving we’ll be able to connect a Velo API to any agent to go make a demo of any task it might have 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks like exactly what I’ve been looking for, so I’m definitely trying it today.<\/p>\n<p>Can you control which moments get the zoom-in, or is it fully automatic?<\/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\/@alina_anitei\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_anitei<\/a> You get automatic zooms and we’ve worked really hard to get them. We also have a full blown editor inside where you could control your zooms to the last pixel \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>Super clean product congrats! Genuinely nails a real pain, can’t wait to use.<\/p>\n<p>How do you mitigate the possibility of things drifting and feeling over-polished \/ losing the \u2018human\u2019 feel after the AI rewrite?<\/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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> You just prompt the script writer to be very human or write like Paul Graham. Usually works for me<\/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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> We keep the original intent from your audio and build on top of that<br \/>It cleans things up and improves flow, but does not change what you are trying to say.<\/p>\n<p>And you can always tweak it in the editor if it feels off \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 am blown away by the homepage demo where it shows without and with Velo. You got my instant support after watching that. <\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> I appreciate your comment, would love for you to try the product out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats @ajaykumar1018 & others. How is it different from other tools?<\/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\/@hamza_afzal_butt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hamza_afzal_butt<\/a> Thanks Hamza,<br \/>Most tools help you edit videos, Velo actually creates the video for you from a raw recording.<\/p>\n<p>You do not need to write a script, worry about speech, or do retakes, it handles that part<br \/>Try it out on <a href=\"http:\/\/www.usevelo.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.usevelo.ai<\/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=\"reply-item\">\n<div class=\"reply-content\">@ajaykumar1018 interesting take. Will try it out. Is it good for AI based automation videos or maybe is there any relevant use cases?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>I really love how cleanly it turns raw recordings into something actually watchable! this is such a real pain point, especially when you need to share product updates or demos quickly.<\/p>\n<p>We actually just launched our product on Product Hunt a couple of days ago, so I can definitely relate, today is a big day, enjoy every minute of it <\/p>\n<\/p>\n<p>Wishing you a great launch and lots of traction!<\/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\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> Thanks a lot, really appreciate it.<\/p>\n<p>The whole frustration of retakes and editing is exactly what we were trying to fix. Would love for you to try it out and tell us what you think \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>Congratulations \ud83d\ude42 Can we send other’s videos messages to Velo ?<\/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\/@george_foreman1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_foreman1<\/a> Yes, you can upload any videos to Velo<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@george_foreman1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_foreman1<\/a> That’s interesting. Do you mean whether you could upload someone else’s recording and make that polished? If yes, you could do that too. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 team!!! After Google Vids 2.0, this is the most interesting video creation app I have seen on PH. I wish Loom also upgraded with AI features soon. <\/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\/@himani_sah1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@himani_sah1<\/a> We love granting wishes :))) Would love for you to try the product out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching. Love the launch assets and positioning here. <\/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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Thank you so much, would love for you to try the product out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats. Looks neat. Does it allows me to host the videos like Loom does or I need to export the video and host at my end? <\/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\/@ragsyme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ragsyme<\/a> We allow hosting too without any watermarks, you get a URL you can share. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 been a great journey since we started working on Velo, each and every screen of Velo is made with uttermost care and with keeping in mind the end user. Fingers crossed.<\/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\/@jpinkman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jpinkman<\/a> Couldn’t agree more<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jpinkman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jpinkman<\/a> Feels good to finally put it out in public <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 @sourav_sanyal \ud83d\ude80\ud83d\ude80<\/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\/@manish_choudhary19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@manish_choudhary19<\/a> Thanks so much! 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>recording a \u201cquick video\u201d and then re-recording it 5 times is way too real \ud83d\ude05. feels like the hardest part isn\u2019t recording, it\u2019s sounding like a normal human while doing it. if this actually fixes that, it\u2019s a big deal<\/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\/@webappski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@webappski<\/a> Would love for you to try it!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Okay, but I am afraid that people will start to send me them with such frequency as voice messages \ud83d\ude00 <\/p>\n<p>Jokes aside, quite innovative thing here on PH \ud83d\ude42 <\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> For us that’s a good problem to have, appreciate your comment. Would love for you to try it out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>For content creators, the pricing might be too steep if they get only 3 to 30 minutes of avatar videos. Will there be any creator-friendly pricing tier introduced soon? <\/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\/@iamanantgupta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iamanantgupta<\/a> Yes, we will be relooking at our pricing, incase you want to try it out shoot us a DM and we can get you a discount too!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Any plans for adding programmatic video creation using API? <\/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\/@syed_shayanur_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_shayanur_rahman<\/a> 100% this would be part of our next drop which is coming super super soon<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> If the AI generates a polished script and voiceover that is significantly shorter or longer than my original screen recording, how does the tool handle the visual timing ? Does it automatically speed up\/slow down the footage, or does it intelligently use freeze frames or jump cuts to keep the visuals synced to the new audio ?<\/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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <a href=\"https:\/\/www.producthunt.com\/@deepali_mathur\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@deepali_mathur<\/a> <\/p>\n<p>Yup we handle the entire audio video sync automatically. You should try it out <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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>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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> thank you so much, would love for you to try it out <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congratulations <a href=\"https:\/\/www.producthunt.com\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> for the launch!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> <a href=\"https:\/\/www.producthunt.com\/@koshima_satija\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@koshima_satija<\/a> Thanks Koshima!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I\u2019ll definitely give this a try — most screen recording apps give me a headache \ud83d\ude42<\/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\/@antoninkus\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@antoninkus<\/a> I recommend you to try it \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<\/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\/4STAMVST7HAZDM\" class=\"app-title\">Flint<\/a><\/p>\n<div class=\"one-liner\">Launch on-brand pages for every campaign, ad, and prospect.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">296<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Flint\u662f\u4e00\u6b3e\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u751f\u6210\u54c1\u724c\u5316\u843d\u5730\u9875\u7684SaaS\u5de5\u5177\uff0c\u5b83\u901a\u8fc7\u514b\u9686\u4f01\u4e1a\u8bbe\u8ba1\u7cfb\u7edf\u5e76\u57fa\u4e8e\u5185\u5bb9\u7b80\u62a5\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u5316\u9875\u9762\uff0c\u89e3\u51b3\u4e86\u8425\u9500\u3001\u9500\u552e\u56e2\u961f\u5728\u5f00\u5c55\u591a\u5e7f\u544a\u6d3b\u52a8\u3001ABM\u7b49\u573a\u666f\u65f6\uff0c\u8fc7\u5ea6\u4f9d\u8d56\u5f00\u53d1\u8d44\u6e90\u3001\u96be\u4ee5\u4fdd\u6301\u54c1\u724c\u4e00\u81f4\u6027\u548c\u89c4\u6a21\u5316\u7ba1\u7406\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/29a465db-a0bb-427f-8f0a-cb50739994ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2ef76c82-b7eb-47ba-b9dd-1e9e08ae542b.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\/3ad37dd8-1bd3-46c7-a0a7-0b6f3006e9dd.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=pVYECBXOwS4\"><source src=\"https:\/\/www.youtube.com\/watch?v=pVYECBXOwS4\" 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\">Marketing automation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u843d\u5730\u9875\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u4e00\u81f4\u6027\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">API\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">ABM\u8425\u9500<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u7ebf\u7d22\u6355\u83b7<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u89e3\u51b3\u201c\u89c4\u6a21\u5316\u521b\u5efa\u54c1\u724c\u4e00\u81f4\u9875\u9762\u201d\u7684\u75db\u70b9\uff0c\u5e76\u5bf9API\/MCP\u96c6\u6210\u3001\u4f7f\u7528\u81ea\u6709\u57df\u540d\u8868\u793a\u8d5e\u8d4f\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u54c1\u724c\u66f4\u65b0\u540e\u9875\u9762\u5982\u4f55\u6279\u91cf\u540c\u6b65\u3001\u5927\u91cf\u9875\u9762\u53d8\u4f53\u4e0b\u7684\u54c1\u724c\u7ba1\u63a7\u80fd\u529b\u3001\u4ee5\u53ca\u4e2a\u522b\u7528\u6237\u9047\u5230\u7684\u652f\u6301\u95ee\u9898\uff08\u5982\u624b\u52a8\u5ba1\u6838\u6162\uff09\u3002\u521b\u59cb\u4eba\u901a\u8fc7\u6848\u4f8b\u8fdb\u884c\u4e86\u79ef\u6781\u56de\u5e94\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 Flint\u7684\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u53c8\u4e00\u4e2a\u65e0\u4ee3\u7801\u5efa\u7ad9\u5de5\u5177\u3002\u5b83\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u9ad8\u901f\u589e\u957f\u7684\u79d1\u6280\u516c\u53f8\u4e2d\uff0c\u589e\u957f\u56e2\u961f\u4e0e\u5de5\u7a0b\u56e2\u961f\u5728\u843d\u5730\u9875\u9700\u6c42\u4e0a\u7684\u957f\u671f\u77db\u76fe\u3002\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5e76\u975e\u9875\u9762\u751f\u6210\u80fd\u529b\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u8bbe\u8ba1\u7cfb\u7edf\u201d\u4f5c\u4e3a\u53ef\u7f16\u7a0b\u7684\u5355\u4e00\u4e8b\u5b9e\u6765\u6e90\uff0c\u5e76\u901a\u8fc7API\/MCP\u5c06\u5176\u6df1\u5ea6\u5d4c\u5165\u4f01\u4e1a\u7684\u73b0\u6709\u5de5\u4f5c\u6d41\uff08\u5982CRM\u3001Claude\uff09\u3002\u8fd9\u4f7f\u5176\u4ece\u201c\u9875\u9762\u5de5\u5382\u201d\u5347\u7ea7\u4e3a\u201c\u54c1\u724c\u4e00\u81f4\u6027\u5373\u670d\u52a1\u201d\u7684\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4ebaMichelle\u4f5c\u4e3aWarp\u524d\u589e\u957f\u8d1f\u8d23\u4eba\u7684\u80cc\u666f\uff0c\u8ba9\u4ea7\u54c1\u5145\u6ee1\u4e86\u201c\u75db\u70b9\u9a71\u52a8\u201d\u7684\u52a1\u5b9e\u611f\u3002\u5b83\u4e0d\u8ffd\u6c42\u53d6\u4ee3Webflow\u6216Framer\u5728\u521b\u610f\u8bbe\u8ba1\u4e0a\u7684\u7075\u6d3b\u6027\uff0c\u800c\u662f\u6b7b\u78d5\u201c\u89c4\u6a21\u5316\u201d\u4e0e\u201c\u4e00\u81f4\u6027\u201d\u8fd9\u4e24\u4e2a\u5de5\u7a0b\u5316\u601d\u7ef4\u7684\u5173\u952e\u8bcd\u3002\u4ece\u8bc4\u8bba\u4e2d\u5ba2\u6237\u201c\u4e3a\u6bcf\u4e2aReddit\u8bc4\u8bba\u81ea\u52a8\u751f\u6210\u9875\u9762\u201d\u7684\u7528\u4f8b\u53ef\u89c1\uff0c\u5b83\u6b63\u88ab\u7528\u4e8e\u63a2\u7d22\u8425\u9500\u81ea\u52a8\u5316\u7684\u524d\u6cbf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u4e0e\u5ba2\u6237\u7684\u8bbe\u8ba1\u7cfb\u7edf\u6210\u719f\u5ea6\u5f3a\u7ed1\u5b9a\uff0c\u5bf9\u54c1\u724c\u6df7\u4e71\u7684\u65e9\u671f\u516c\u53f8\u5438\u5f15\u529b\u6709\u9650\u3002\u5176\u6b21\uff0c\u867d\u7136\u89e3\u51b3\u4e86\u751f\u6210\u95ee\u9898\uff0c\u4f46\u9875\u9762\u6027\u80fd\u3001\u6df1\u5ea6\u4e2a\u6027\u5316\u3001\u590d\u6742\u4ea4\u4e92\u7b49\u4ecd\u9700\u89c2\u5bdf\u3002\u6700\u540e\uff0c\u9762\u5bf9Vercel\u3001Netlify\u7b49\u540c\u6837\u5f3a\u8c03\u5f00\u53d1\u8005\u4f53\u9a8c\u7684\u5e73\u53f0\uff0cFlint\u5fc5\u987b\u5728\u201c\u65e0\u4ee3\u7801\u201d\u7684\u6613\u7528\u6027\u548c\u201c\u5168\u4ee3\u7801\u201d\u7684\u7075\u6d3b\u6027\u4e4b\u95f4\u627e\u5230\u66f4\u7a33\u56fa\u7684\u5e73\u8861\u70b9\u3002\u603b\u4f53\u800c\u8a00\uff0cFlint\u662f\u201cAI\u8d4b\u80fd\u5de5\u4f5c\u6d41\u201d\u8d8b\u52bf\u4e0b\u7684\u4e00\u4e2a\u4f18\u79c0\u8303\u4f8b\uff0c\u4f46\u5176\u957f\u671f\u6210\u529f\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u806a\u660e\u7684\u9875\u9762\u751f\u6210\u5668\u201d\u8fdb\u5316\u4e3a\u201c\u589e\u957f\u56e2\u961f\u4e0d\u53ef\u6216\u7f3a\u7684\u7f16\u6392\u5c42\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\">Flint<\/span>\n <\/div>\n<div class=\"comment-content\">Flint helps teams scale on-brand landing pages. Websites are launched fully coded, live on their domain, and shipped without engineering bottlenecks. You can use the Flint API or MCP to ship pages directly from your tools like Claude, your CRMs, and other GTM workflows. Common use cases for Flint include: Ad landing pages, AEO, GEO, SEO, ABM, comparison pages, and more.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt, I’m Michelle, co-founder of Flint.<\/p>\n<p>Yes, you can vibe-code a landing page in Claude Code. We’ve done it. It works great. Until you need a second page. And a third. And then you need forms that actually capture leads. And SEO that actually ranks. And pages that match your real brand, not a model’s guess at your brand. And you need to update all of them when your messaging changes. And you realize you’ve spent more time maintaining pages than building your product.<\/p>\n<p>That’s the gap Flint fills.<\/p>\n<p>Flint clones your actual design system and generates fully-coded, on-brand landing pages from a content brief. Pages go live on your domain, not a subdomain. No dev needed. No CMS migration. Optimized for AI search (ChatGPT, Google AI Overviews) out of the box.<\/p>\n<p>Whether you’re a solo founder shipping your first comparison pages or a growth team running hundreds of campaign pages across multiple brands, Flint gives you the system, not just a page. Brand consistency, lead capture, A\/B testing, and optimization that gets smarter over time.<\/p>\n<p>Graphite doubled their conversions and influenced 7 figures in ARR. One customer auto-generates a landing page for every Reddit comment mentioning their product via our API. Another embedded Flint directly into their sales workflow so every prospect gets a personalized page automatically.<\/p>\n<p>I was the first engineer and Head of Growth at Warp (0 to 500K WAUs). I built Flint because I lived this pain. You should be building your product, not maintaining landing pages.<\/p>\n<p>Try it free at <a href=\"http:\/\/tryflint.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">tryflint.com<\/a> (14-day Pro trial). Would love your feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>61<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> Feels very real, making one page is easy but managing many gets messy fast. Curious how easy it is to tweak pages for different campaigns ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> Rest of the things are ok but ,how do you handle keeping all pages updated when the core messaging or branding changes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> For a solo founder like me testing comparison pages, what’s one quick tweak in the content brief that makes the biggest difference for on-brand SEO results?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of my sites got blocked for “being a competitor” and another is stuck in onboarding for a week now, the manual onboarding seems very not AI<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Fit RO Service Center is a reliable and professional water purifier service provider in Hyderabad, <\/p>\n<p>offering expert repair, maintenance, and installation services for all major RO and UV <\/p>\n<p>water purifier brands. Our experienced technical team is dedicated to delivering fast, affordable, and high-quality service at your doorstep.<\/p>\n<p>We provide trusted RO water purifier service in Hyderabad, covering everything <\/p>\n<p>from routine servicing and filter replacement to complete system repair and re-installation. Customers<\/p>\n<p> searching for water purifier service near me, RO service Hyderabad, or dependable purifier maintenance can rely on us for prompt support and transparent pricing.<\/p>\n<p>Our services are widely available in areas like Nizampet and Miyapur, Telangana, making <\/p>\n<p>us a preferred choice for water purifier service near Nizampet Hyderabad and water purifier <\/p>\n<p>service near Miyapur Telangana. We also guide customers clearly on water purifier installation charges, ensuring no hidden costs.<\/p>\n<p>Fit RO Service Center services all leading brands, including Kent water purifier service Hyderabad,<\/p>\n<p> Aquaguard water purifier service Hyderabad, Blue Star water purifier service Hyderabad, AO Smith water purifier service center Hyderabad,<\/p>\n<p> and Eureka Forbes water purifier service centre in Hyderabad. Whether you need regular servicing or urgent repairs, we use genuine spare parts to ensure long-lasting performance.<\/p>\n<p>Recognized as one of the best water purifier service providers in Hyderabad, we focus on customer satisfaction, timely service,<\/p>\n<p> and dependable after-sales support. If you are looking for <\/p>\n<p>this is all area We provide Water Purifier service and reapir Banjara Hills, Jubilee Hills, Gachibowli, Hitech City, Nanaramguda, Kokapet, Madhapur, Film Nagar, Begumpet, Manikonda<\/p>\n<p>Fit Ro Service Center <\/p>\n<p>Address: Shop 12,Mig 398, Flat 201, Road No. 5, Kukatpally Housing Board Colony, Hyderabad, Telangana 500072 <\/p>\n<p>Phone: 09540228036<\/p>\n<p>Profile Link : <a href=\"https:\/\/rb.gy\/qj8wcp\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/rb.gy\/qj8wcp<\/a><\/p>\n<p>Website : <a href=\"https:\/\/fitroservicecenter.in\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/fitroservicecenter.in<\/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\/@klaas_foppen1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klaas_foppen1<\/a> Sorry you ran into issues. You can reach out to me at <a href=\"mailto:ed@tryflint.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">ed@tryflint.com<\/a> and we’ll make sure to get you unblocked asap.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! Btw among AEO, SEO, ABM and GEO where are you seeing the strongest ROI right now?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Of the list, ABM has had the highest ROI, but only because it’s typically used on huge ACV deals. Outside of the list, the strongest ROI comes from optimizing Google Ads actually – a lot of businesses are sending all their ad campaigns to a generic page, and Flint helps them create a custom page for every ad. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Thanks everyone so much for the support, we’re excited for you all to give Flint a try!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<\/p>\n<p>Flint feels very on point: the need to spin up on-brand pages fast without dragging engineering in every time is such a bottleneck for growth teams. Love how you\u2019re connecting this with APIs and GTM workflows makes it feel way more scalable than typical landing page builders.<\/p>\n<\/p>\n<p>We actually just launched on Product Hunt a few days ago as well, so I can definitely relate and hope you\u2019re enjoying the launch day energy.<\/p>\n<\/p>\n<p>Wishing you a great launch and strong traction!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> <br \/>Thank you! <\/p>\n<p>This was exactly the pain we kept running into ourselves, which is what pushed us to build Flint the way we did. Great to hear the API and GTM approach resonates. We have been very focused on making this something growth teams can actually rely on at scale.<\/p>\n<p>And congratulations on your Product Hunt launch as well. Such a unique experience. Hope you are seeing strong early traction.<\/p>\n<p>Appreciate the support and wishing you continued success 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>The fact that pages go live on your actual domain instead of a subdomain is a huge detail that most builders overlook. Really smart to build the MCP integration too so teams can ship pages right from their existing workflows. @michelle_lim1 How are you handling brand consistency when a company refreshes their design system, do existing pages auto-update?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> <a href=\"https:\/\/www.producthunt.com\/@marcelo_farr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marcelo_farr<\/a> LangChain (a customer) went through a major brand refresh recently and it took the team ~2 hour to update all pages on Flint with the new branding (the rest of their website took weeks to be fully migrated to the new branding). You can learn more in their case study – <a href=\"https:\/\/www.tryflint.com\/customers\/langchain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.tryflint.com\/customers\/langchain<\/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>The video looks very cool! Really impressed!<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The Flint MCP server is a massive W for our engineering team. Way less prompting <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Hello Flint team <3 congratulations for sucessful launch! Really like this project and definitely will try asap <3<br \/>As a solo newbie dev i like things like this because it can help me to build things faster and cheaper because i already launched 1 project but it was not good so working on it AGAIN to get it so much better and hope i can make Launch 2.0 here in 2 weeks <3<\/p>\n<p>Wish you all the best!<\/p>\n<p>Vojtech<br \/>founder of <a href=\"https:\/\/www.producthunt.com\/products\/seokrates\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"seokrates\" target=\"_blank\" rel=\"noopener\">@SEOKRATES<\/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>scaling ABM pages is a consistency nightmare. curious how well the on-brand guardrails hold at 100+ variants<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> The guardrails hold because of how we architect it under the hood. When you onboard, Flint extracts your design system tokens and every page is generated from those tokens, not from generic templates. On top of that, if you update a component and mean to apply to all pages, it cascades across everything. One of our customers generated 100 ABM variants over the course of 1 month and they are all still on-brand.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ATI5H6LN6XWRFG\" class=\"app-title\">Google Chrome Vertical Tabs<\/a><\/p>\n<div class=\"one-liner\">Chrome now supports vertical tabs and immersive reading mode<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">275<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Chrome\u6d4f\u89c8\u5668\u65b0\u589e\u5782\u76f4\u6807\u7b7e\u9875\u548c\u6c89\u6d78\u5f0f\u9605\u8bfb\u6a21\u5f0f\uff0c\u901a\u8fc7\u4fa7\u8fb9\u680f\u7eb5\u5411\u6392\u5217\u6807\u7b7e\u9875\u548c\u63d0\u4f9b\u65e0\u5e72\u6270\u9605\u8bfb\u89c6\u56fe\uff0c\u89e3\u51b3\u4e86\u591a\u4efb\u52a1\u5904\u7406\u65f6\u6807\u7b7e\u9875\u7ba1\u7406\u6df7\u4e71\u548c\u7f51\u9875\u5185\u5bb9\u5206\u5fc3\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/61eea463-69e4-4fdd-a2f9-df9f45a73897.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\/8b7541d5-860c-4870-9006-c202adacbc89.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\/f74cab2e-f8c7-4935-87f9-5f53a8e39698.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aaf88944-a957-4105-a23d-9c9aafe6fab4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71cdbe5f-5e95-4e8e-9c0d-870bd79531a8.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\/26700d4c-f611-48a0-9b50-f668e990724f.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\/adafcb80-45fd-4e18-b97c-fc63f43804a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/00174808-97d6-4212-b0d3-fdc44bbe6c5a.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\/f610ce34-5110-43c1-aa2b-cbce27d8e7b3.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/zS6lx2m8tZQ?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/zS6lx2m8tZQ?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Tech<\/span><br \/>\n <span class=\"tag\">Search<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u529f\u80fd<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u6807\u7b7e\u9875<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6c89\u6d78\u5f0f\u9605\u8bfb<\/span><br \/>\n <span class=\"tag\">\u591a\u4efb\u52a1\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u5347\u7ea7<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u6a21\u5f0f<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u7a7a\u95f4\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>\u7528\u6237\u666e\u904d\u6b22\u8fce\u8be5\u529f\u80fd\uff0c\u8ba4\u4e3a\u5782\u76f4\u6807\u7b7e\u66f4\u9002\u5408\u5bbd\u5c4f\u548c\u591a\u6807\u7b7e\u7528\u6237\uff0c\u80fd\u63d0\u5347\u6548\u7387\u3002\u90e8\u5206\u7528\u6237\u6307\u51fa\u5176\u5b9e\u73b0\u4e0d\u5982Arc\u7b49\u6d4f\u89c8\u5668\u7cbe\u81f4\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\u5982\u4f55\u542f\u7528\u3001\u4e0e\u73b0\u6709\u6807\u7b7e\u7ec4\u7684\u6574\u5408\uff0c\u4ee5\u53ca\u662f\u5426\u5f71\u54cd\u6027\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 Google Chrome\u6b64\u6b21\u5f15\u5165\u5782\u76f4\u6807\u7b7e\u9875\uff0c\u66f4\u50cf\u662f\u4e00\u6b21\u88ab\u52a8\u7684\u201c\u529f\u80fd\u8865\u8bfe\u201d\uff0c\u800c\u975e\u5f15\u9886\u6027\u7684\u521b\u65b0\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5c06\u4e00\u4e2a\u5c0f\u4f17\u4f46\u9ad8\u7c98\u6027\u7684\u751f\u4ea7\u529b\u7279\u6027\u4e3b\u6d41\u5316\uff0c\u8bd5\u56fe\u633d\u56de\u88abEdge\u3001Arc\u7b49\u6d4f\u89c8\u5668\u4ee5\u7c7b\u4f3c\u8bbe\u8ba1\u54f2\u5b66\u5438\u5f15\u8d70\u7684\u201c\u9ad8\u7ea7\u7528\u6237\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53ef\u89c1\uff0c\u6838\u5fc3\u7528\u6237\u662f\u90a3\u4e9b\u5e38\u5e74\u5f00\u542f\u6570\u5341\u4e2a\u6807\u7b7e\u9875\u7684\u7814\u7a76\u8005\u3001\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u591a\u4efb\u52a1\u5904\u7406\u8005\u3002\u4ed6\u4eec\u7684\u75db\u70b9\u5e76\u975e\u6d4f\u89c8\u5668\u6838\u5fc3\u6027\u80fd\uff0c\u800c\u662f\u4fe1\u606f\u8fc7\u8f7d\u4e0b\u7684\u8ba4\u77e5\u7ba1\u7406\u3002\u5782\u76f4\u6807\u7b7e\u901a\u8fc7\u5c55\u793a\u5b8c\u6574\u6807\u9898\uff0c\u5c06\u6807\u7b7e\u7ba1\u7406\u4ece\u201c\u89c6\u89c9\u731c\u8c1c\u201d\u53d8\u4e3a\u201c\u6587\u672c\u6d4f\u89c8\u201d\uff0c\u672c\u8d28\u662f\u964d\u4f4e\u4e86\u4fe1\u606f\u68c0\u7d22\u7684\u8ba4\u77e5\u8d1f\u8377\u3002\u6c89\u6d78\u5f0f\u9605\u8bfb\u6a21\u5f0f\u5219\u662f\u540c\u4e00\u903b\u8f91\u7684\u5ef6\u4f38\u2014\u2014\u5265\u79bb\u5197\u4f59\u89c6\u89c9\u5143\u7d20\uff0c\u805a\u7126\u6838\u5fc3\u5185\u5bb9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8c37\u6b4c\u7684\u8fed\u4ee3\u663e\u5f97\u8c28\u614e\u751a\u81f3\u201c\u61d2\u60f0\u201d\u3002\u5bf9\u6bd4Arc\u6d4f\u89c8\u5668\u5c06\u5782\u76f4\u6807\u7b7e\u4e0e\u7a7a\u95f4\u3001\u7b14\u8bb0\u7b49\u6df1\u5ea6\u6574\u5408\uff0c\u6253\u9020\u201c\u5de5\u4f5c\u6d41\u64cd\u4f5c\u7cfb\u7edf\u201d\u7684\u6fc0\u8fdb\u505a\u6cd5\uff0cChrome\u7684\u5782\u76f4\u6807\u7b7e\u76ee\u524d\u4ec5\u662f\u4e00\u4e2aUI\u5e03\u5c40\u9009\u9879\uff0c\u7f3a\u4e4f\u4e0e\u4e66\u7b7e\u3001\u5386\u53f2\u3001\u6269\u5c55\u7684\u6df1\u5ea6\u4ea4\u4e92\u3002\u8fd9\u53cd\u6620\u51fa\u8c37\u6b4c\u5728\u6ee1\u8db3\u9ad8\u7ea7\u7528\u6237\u9700\u6c42\u4e0e\u4fdd\u6301\u5927\u4f17\u4ea7\u54c1\u7b80\u6d01\u6027\u4e4b\u95f4\u7684\u4e24\u96be\u3002\u5176\u4f18\u52bf\u5728\u4e8e\u5e9e\u5927\u7684\u7528\u6237\u57fa\u6570\u548c\u65e0\u7f1d\u7684\u8d26\u6237\u4f53\u7cfb\uff0c\u4e00\u65e6\u7528\u6237\u4e60\u60ef\u6b64\u5e03\u5c40\uff0c\u8fc1\u79fb\u6210\u672c\u5c06\u66f4\u9ad8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4e3e\u4e5f\u63ed\u793a\u4e86\u684c\u9762\u8bbe\u5907\u201c\u5bbd\u5ea6\u8fc7\u5269\u201d\u7684\u73b0\u72b6\u3002\u5728\u5bbd\u5c4f\u6210\u4e3a\u6807\u914d\u7684\u65f6\u4ee3\uff0c\u6c34\u5e73\u6807\u7b7e\u680f\u7684\u7a7a\u95f4\u6d6a\u8d39\u95ee\u9898\u88ab\u653e\u5927\uff0c\u5782\u76f4\u6392\u5217\u662f\u5bf9\u5c4f\u5e55\u7a7a\u95f4\u7684\u4e00\u6b21\u7406\u6027\u518d\u5206\u914d\u3002\u4f46\u6700\u7ec8\uff0c\u8fd9\u4ecd\u662f\u4e00\u4e2a\u4f18\u5316\u578b\u529f\u80fd\uff0c\u5b83\u63d0\u5347\u4e86\u6d4f\u89c8\u5668\u7684\u201c\u5929\u82b1\u677f\u201d\uff0c\u4f46\u672a\u6539\u53d8\u5176\u201c\u5730\u57fa\u201d\u3002Chrome\u7684\u771f\u6b63\u6311\u6218\uff0c\u6216\u8bb8\u662f\u5982\u4f55\u5c06\u8fd9\u4e9b\u79bb\u6563\u7684\u751f\u4ea7\u529b\u529f\u80fd\uff0c\u7f16\u7ec7\u6210\u4e00\u4e2a\u66f4\u5177\u8fde\u8d2f\u6027\u548c\u667a\u80fd\u6027\u7684\u5de5\u4f5c\u73af\u5883\uff0c\u800c\u975e\u4ea6\u6b65\u4ea6\u8d8b\u7684\u529f\u80fd\u5806\u780c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Google Chrome Vertical Tabs<\/span>\n <\/div>\n<div class=\"comment-content\">Google Chrome introduces vertical tabs and an enhanced reading mode. Organize tabs side-by-side for easier multitasking, and switch to a distraction-free, full-page reading view for deep focus and better productivity.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I never felt if this was the problem. Now I can ignore my tabs vertically instead of horizontally, nice upgrade \ud83d\ude06<\/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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a> Finally, something for people who keep 30+ tabs open at once. Vertical tabs feel like a small change but could really change daily browsing<\/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\">@new_user___090202674ab6e030a7a9c52 Google really said \u201cwhat if\u2026 we rotate the problem\u201d after all these years \ud83d\ude06<\/div>\n<div class=\"comment-actions\">\n<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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a> The feeling’s Mutual here<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, Chrome has it too. I’ve been using vertical tabs in Edge for a long time and I absolutely love it. <br \/>With screens getting wider and wider, vertical tabs is really useful!<\/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\/@frankxxx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@frankxxx<\/a> Hello, this looks super useful. I usually end up with dozens of tabs open and constantly lose track of what\u2019s where. Vertical tabs might actually save me from chaos.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Google Chrome just rolled out vertical tabs + an upgraded reading mode to boost productivity.<\/p>\n<\/p>\n<p>Managing too many tabs and distracting pages? This solves it by organizing tabs vertically (so you can actually read titles) and offering a clean, immersive reading view.<\/p>\n<\/p>\n<p><strong>What\u2019s different:<\/strong> Simple UX upgrades that make a big impact on focus and multitasking.<\/p>\n<\/p>\n<p><strong>Features:<\/strong><\/p>\n<p>\u2013 Vertical tabs for better tab management<\/p>\n<p>\u2013 Full-page reading mode for distraction-free browsing<\/p>\n<\/p>\n<p><strong>Benefits:<\/strong> Stay organized, find tabs faster, and read without noise.<\/p>\n<\/p>\n<p><strong>Who it\u2019s for:<\/strong> Power users, multitaskers, and anyone juggling lots of tabs daily. <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> This is quite amazing. How does the vertical tabs sidebar integrate with existing tab groups; does it make grouping and collapsing even smoother for heavy multitaskers like us in content\/research workflows?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">As a former Arc user, I was genuinely obsessed with vertical tabs for a while. But after switching back to Chrome \u2014 and even building a few sidebar extensions myself \u2014 I started to realize that horizontal tabs have their own kind of charm too. So I\u2019m really glad to see this option being added. Definitely going to give it a try.<\/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>Arc vertical tabs are still the best implementation of this feature. Dia (from same company) have done it right too. But this version in chrome is lazy af. <\/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>Saw this first in firefox and am glad that it made it to chrome<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Vertical tabs are one of those features that feel obvious once you have them but you never knew you needed. With wider monitors becoming the norm, horizontal tabs waste so much space. @rohanrecommends Have you noticed any performance difference when running a lot of tabs in vertical mode versus the classic layout?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this! I can’t believe I never even considered this a possibility, but this will be a game changer for differentiating between all the similarly named google docs I work in each day. Great update!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A much better view than the horizontal ones. I don’t think I would be lost in this view. Congrats on this new update!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Woww this is extremely useful for me,<br \/>I usually use arc\/dia on daily-basis, I’ll give it a try.<br \/>Good job.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This was a much-awaited update for Chrome. Finally it’s here!! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So does that mean there won’t be too many ads\uff1f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>how do you get access to this? i downloaded the latest and dont see this option<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/A6NXLH4I5LIPHG\" class=\"app-title\">LookAway 2<\/a><\/p>\n<div class=\"one-liner\">The Mac app your body thanks you for<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">225<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u667a\u80fd\u4f11\u606f\u63d0\u9192\u3001\u7ed3\u5408\u59ff\u52bf\u548c\u7728\u773c\u76d1\u6d4b\uff0c\u5e76\u5177\u5907\u8de8\u8bbe\u5907\u540c\u6b65\u548c\u573a\u666f\u611f\u77e5\u529f\u80fd\u7684Mac\u5e94\u7528\uff0c\u65e8\u5728\u4e3a\u957f\u65f6\u95f4\u9762\u5bf9\u5c4f\u5e55\u7684\u7528\u6237\u7cfb\u7edf\u6027\u7f13\u89e3\u773c\u75b2\u52b3\u3001\u9888\u80a9\u4e0d\u9002\u548c\u8eab\u5fc3\u5026\u6020\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a19370eb-def6-4f78-b6ec-81b1acfba2e0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9d5377c4-7b62-411b-af5e-a848b3e33822.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/507e1692-d922-4001-841c-0ebe03d7cf92.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/33c27c95-45c3-467e-a7b1-e4b49f02309e.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f11\u606f\u63d0\u9192<\/span><br \/>\n <span class=\"tag\">\u773c\u75b2\u52b3\u7f13\u89e3<\/span><br \/>\n <span class=\"tag\">\u59ff\u52bf\u7ea0\u6b63<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u573a\u666f\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u8de8\u8bbe\u5907\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4e60\u60ef\u57f9\u517b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5c24\u5176\u8d5e\u8d4fiPhone\u540c\u6b65\u548c\u573a\u666f\u611f\u77e5\u529f\u80fd\u3002\u6838\u5fc3\u8ba8\u8bba\u56f4\u7ed5\u201c\u5982\u4f55\u6709\u6548\u6267\u884c\u4f11\u606f\u800c\u975e\u88ab\u8f7b\u6613\u8df3\u8fc7\u201d\uff0c\u63d0\u51fa\u4e86\u5f3a\u5236\u5c4f\u5e55\u53d8\u6697\u3001\u4f18\u5316\u6253\u65ad\u7b56\u7565\u7b49\u5efa\u8bae\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u89e3\u91ca\u4e86\u667a\u80fd\u6682\u505c\u548c\u5f3a\u6267\u884c\u529b\u7684\u8bbe\u8ba1\u601d\u8def\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 LookAway 2\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u7b80\u5355\u7684\u8ba1\u65f6\u5668\uff0c\u800c\u8bd5\u56fe\u6210\u4e3a\u4e00\u4f4d\u5d4c\u5165\u4f60\u5de5\u4f5c\u6d41\u7684\u201c\u6570\u5b57\u5065\u5eb7\u534f\u7ba1\u5458\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u7528\u6280\u672f\u624b\u6bb5\uff0c\u5bf9\u6297\u6280\u672f\u672c\u8eab\u5e26\u6765\u7684\u635f\u5bb3\u2014\u2014\u8fd9\u662f\u4e00\u79cd\u6df1\u523b\u7684\u8865\u507f\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6700\u7280\u5229\u7684\u5207\u5165\u70b9\u662f**\u8de8\u8bbe\u5907\u540c\u6b65**\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u73b0\u4ee3\u4eba\u201c\u5c4f\u5e55\u75b2\u52b3\u8f6c\u79fb\u201d\u7684\u987d\u75be\uff1a\u4ece\u7535\u8111\u4f11\u606f\uff0c\u5374\u7acb\u523b\u62ff\u8d77\u624b\u673a\u3002\u901a\u8fc7\u5207\u65ad\u8fd9\u4e00\u5faa\u73af\uff0c\u5b83\u8feb\u4f7f\u201c\u4f11\u606f\u201d\u56de\u5f52\u5176\u672c\u4e49\u3002\u5176\u6b21\uff0c\u5176\u5927\u529b\u5ba3\u4f20\u7684\u201c\u573a\u666f\u611f\u77e5\u201d\u5b9e\u5219\u662f\u6b64\u7c7b\u5de5\u5177\u80fd\u5426\u5b58\u6d3b\u7684\u5173\u952e\u3002\u7528\u6237\u5378\u8f7d\u4f11\u606f\u5e94\u7528\uff0c\u5f80\u5f80\u4e0d\u662f\u56e0\u4e3a\u4e0d\u9700\u8981\uff0c\u800c\u662f\u56e0\u4e3a\u4e0d\u5408\u65f6\u5b9c\u7684\u6253\u65ad\u6210\u4e86\u65b0\u7684\u538b\u529b\u6e90\u3002LookAway\u8bd5\u56fe\u901a\u8fc7\u5224\u65ad\u4f1a\u8bae\u3001\u5168\u5c4f\u7b49\u72b6\u6001\u6765\u5b66\u4e60\u201c\u4f55\u65f6\u4e0d\u8be5\u6253\u6270\u201d\uff0c\u8fd9\u662f\u5728\u89e3\u51b3\u53ef\u7528\u6027\u95ee\u9898\uff0c\u66f4\u662f\u5728\u8fdb\u884c\u4e00\u573a\u884c\u4e3a\u5fc3\u7406\u5b66\u7684\u5b9e\u8df5\uff1a\u8ba9\u63d0\u9192\u4ece\u201c\u5916\u6765\u5e72\u6270\u201d\u8f6c\u53d8\u4e3a\u201c\u9002\u65f6\u5efa\u8bae\u201d\uff0c\u624d\u80fd\u57f9\u517b\u53ef\u6301\u7eed\u7684\u4e60\u60ef\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6838\u5fc3\u77db\u76fe\u5728\u8bc4\u8bba\u4e2d\u5df2\u66b4\u9732\u65e0\u9057\uff1a**\u201c\u5f3a\u5236\u6267\u884c\u529b\u201d\u4e0e\u201c\u7528\u6237\u81ea\u4e3b\u6743\u201d\u7684\u62c9\u952f**\u3002\u7528\u6237\u65e2\u8981\u6c42\u5e94\u7528\u80fd\u201c\u903c\u201d\u81ea\u5df1\u4f11\u606f\uff0c\u53c8\u62c5\u5fc3\u5728\u6df1\u5ea6\u5de5\u4f5c\u65f6\u88ab\u7c97\u66b4\u6253\u65ad\u3002LookAway 2\u7684\u201c\u667a\u80fd\u5f3a\u5236\u4f11\u606f\u201d\u529f\u80fd\u662f\u8d70\u5411\u66f4\u6fc0\u8fdb\u5e72\u9884\u7684\u5c1d\u8bd5\uff0c\u4f46\u8fd9\u65e0\u5f02\u4e8e\u8d70\u94a2\u4e1d\u3002\u8fc7\u5ea6\u5f3a\u5236\u4f1a\u5f15\u53d1\u9006\u53cd\u5fc3\u7406\u800c\u88ab\u5378\u8f7d\uff0c\u8fc7\u4e8e\u6e29\u548c\u5219\u6ca6\u4e3a\u88c5\u9970\u3002\u5176\u6210\u8d25\u5c06\u53d6\u51b3\u4e8e\u7b97\u6cd5\u5bf9\u201c\u5fc3\u6d41\u72b6\u6001\u201d\u7684\u5224\u65ad\u80fd\u5426\u8db3\u591f\u7cbe\u51c6\u3001\u4eba\u6027\u5316\uff0c\u8fd9\u51e0\u4e4e\u662fAI\u60c5\u611f\u8ba1\u7b97\u7684\u8303\u7574\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u8d29\u5356\u7684\u662f\u4e00\u79cd\u201c\u5065\u5eb7\u7684\u786e\u5b9a\u6027\u201d\u3002\u5728\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u4f5c\u73af\u5883\u4e2d\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u79cd\u5bf9\u8eab\u4f53\u8d1f\u8d23\u7684\u3001\u53ef\u91cf\u5316\u7684\u786e\u5b9a\u6027\u627f\u8bfa\u3002\u5b83\u7684\u5929\u82b1\u677f\u5728\u4e8e\uff0c\u5065\u5eb7\u4e60\u60ef\u7684\u517b\u6210\u6700\u7ec8\u4f9d\u8d56\u4e8e\u4eba\u7684\u5185\u5728\u52a8\u673a\uff0c\u5de5\u5177\u53ea\u80fd\u4f18\u5316\u8def\u5f84\u3001\u964d\u4f4e\u963b\u529b\u3002LookAway 2\u7684\u8bf8\u591a\u521b\u65b0\uff0c\u6b63\u662f\u5c06\u963b\u529b\u964d\u5230\u6781\u81f4\u7684\u52aa\u529b\u3002\u4f46\u80fd\u5426\u6210\u4e3a\u6570\u5b57\u65f6\u4ee3\u7684\u5065\u5eb7\u5fc5\u9700\u54c1\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u201c\u667a\u80fd\u201d\u4e0e\u201c\u5f3a\u5236\u201d\u4e4b\u95f4\uff0c\u627e\u5230\u90a3\u4e2a\u8ba9\u7528\u6237\u611f\u5230\u88ab\u8f85\u52a9\u3001\u800c\u975e\u88ab\u76d1\u7ba1\u7684\u5b8c\u7f8e\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LookAway 2<\/span>\n <\/div>\n<div class=\"comment-content\">LookAway is a smart break reminder for Mac that helps reduce eye strain and screen fatigue. It combines break, blink, and posture reminders with context awareness and iPhone sync, so your breaks stay in sync across devices and never interrupt you at the wrong time.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi, I am Kushagra, the maker of LookAway.<\/p>\n<p>I built LookAway after feeling the effects of long hours at my Mac myself — dry eyes, a stiff neck, worsening posture, and the mental fog that builds up when you stay glued to a screen for too long.<\/p>\n<p>From the beginning, I wanted LookAway to feel calm, thoughtful, and realistic for the way people actually work. Healthy screen habits are hard to maintain when reminders feel too rigid or show up at the wrong moment, so I focused on making something that adapts to your day and stays out of the way until it is needed.<\/p>\n<p>That idea has guided the product since the start, and LookAway 2 is the biggest update yet.<\/p>\n<p>This release brings a major redesign, smarter break enforcement, a full stats experience, and iPhone sync so breaks stay in sync across devices. I also added more context awareness, better pause handling, improved blink and posture reminders, and a more polished control center in the menu bar. A lot of this update came directly from user feedback, and a lot of it came from using the app myself every day and seeing where the experience could be better.<\/p>\n<p>LookAway 2 is my effort to make taking breaks feel natural, sustainable, and a little more human. I am excited to finally share it here, and I would love to hear what you think.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> Great idea, one suggestion to improve this is all screen dimming, as in adding a black layer on top of screen with 50% transparency which makes it difficult to ignore the notification and pushes user to actually take a break!<\/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\/@kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> Congrats\uff5e To be honest, I’ve tried many ‘break reminders’ and most end up being ignored or uninstalled because I just click ‘Skip’ whenever I’m in the zone. <\/p>\n<p>What’s your strategy for ‘Break Enforcement’ vs ‘User Friction’? If I’m deep in a coding session, how does LookAway convince me to actually look away instead of just treating it as another annoying notification?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> Kudos on the launch. For remote teams glued to calls, any plans to add collaborative stats sharing or team reminders?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>More health apps like these! \ud83e\udd0c<\/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>Curious how customizable it gets .Can users fine tune how strict or gentle the reminders are depending on their workflow?<\/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>Beautiful through and through!<\/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!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>posture reminders + eye breaks in one app makes sense. most people don’t realize how connected those issues are – you lean forward when your eyes get tired, then your neck hurts, then you lean forward more. breaking that cycle early is key.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Kushagra! the context-aware part sells it for me. Every break reminder app I’ve tried before would interrupt me mid-flow and I’d just dismiss it and never come back. How does it decide when you’re in the zone vs a good moment to break? Not an easy UX problem to solve I imagine?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>hy <a href=\"https:\/\/www.producthunt.com\/@kushsolitary\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> your product is good, i liked, but i want to know something because i come from non-tech background. <br \/>how did you build it?, is this vibe coding or manual coding?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The iPhone sync feature is a game changer for break reminders. Most people just pick up their phone the second a break starts, which defeats the whole purpose. Love that you thought about that loop. @kushsolitary How does the context awareness work during screen sharing or presentations, does it auto-pause?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like this idea! It looks a lot nicer than ScreenTime<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<\/p>\n<p>This is such a thoughtful product \u2014 I feel like we all need this, especially those of us who spend way too many hours in front of a screen (definitely me \ud83d\ude48). Honestly, something like this feels less like a \u201cnice-to-have\u201d and more like a must-have for everyday work.<\/p>\n<p>Love that it\u2019s native, customizable, and actually gentle \u2014 that makes a huge difference for adoption.<\/p>\n<p>We actually just launched on Product Hunt a few days ago as well, so I can totally relate \u2014 hope you\u2019re enjoying the launch day, it\u2019s a big one <\/p>\n<\/p>\n<p>Wishing you a great launch and lots of happy, well-rested users!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>honestly these forced breaks help on long sessions. the snooze behavior is what makes or breaks these tools – if it’s too easy to bypass, people just disable it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>what make it different from other similar product ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sonu38\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sonu38<\/a> The main thing I think LookAway does differently compared to other apps is <strong>iPhone sync<\/strong>. During breaks, it can sync with your iPhone so you’re less likely to just switch devices and keep scrolling. As far as I know, that’s not something the other apps in this category offer.<\/p>\n<\/p>\n<p>The second big difference is <strong>smart pause \/ context awareness<\/strong>. LookAway tries to avoid interrupting you at the wrong moment by adapting around things like meetings, screen recording, video playback, and similar situations where a forced reminder would feel frustrating.<\/p>\n<\/p>\n<p>Other things that set it apart:<\/p>\n<ul>\n<li>\n<p>posture reminders and blink reminders in addition to break reminders<\/p>\n<\/li>\n<li>\n<p>a heads-up before breaks so they don’t feel abrupt<\/p>\n<\/li>\n<li>\n<p>stronger break controls in 2.0<\/p>\n<\/li>\n<li>\n<p>a more detailed stats experience with things like Screen Score, session patterns, and natural breaks<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LH3TMZMEHOMCNJ\" class=\"app-title\">MindsDB Anton<\/a><\/p>\n<div class=\"one-liner\">Business intelligence that doesn’t just answer \u2014 it acts.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">162<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>MindsDB Anton\u662f\u4e00\u6b3e\u80fd\u81ea\u4e3b\u5b8c\u6210\u4ece\u6570\u636e\u53d1\u73b0\u5230\u884c\u52a8\u5efa\u8bae\u5168\u6d41\u7a0b\u7684\u5546\u4e1a\u667a\u80fd\u4ee3\u7406\uff0c\u5728\u6570\u636e\u5206\u6563\u4e14\u51b3\u7b56\u6ede\u540e\u7684\u4f01\u4e1a\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u4f20\u7edfBI\u5de5\u5177\u4ec5\u63d0\u4f9b\u9759\u6001\u6d1e\u5bdf\u800c\u65e0\u6cd5\u4e3b\u52a8\u9a71\u52a8\u884c\u52a8\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dbac5865-59f0-44cf-a8ff-4198d7372012.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\/fde2a43d-cba8-4ddd-b41b-f3431ab3ec66.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\/17d224ac-bc13-4e25-97e9-e94f5da504be.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\/f8e7968a-319f-415b-846c-6738adb20156.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\/5b06c9d9-703b-46bc-8adc-1ddd980b6dfb.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\/2f560361-8aa9-44c5-85dc-4b317fc82757.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\/1851b3c0-0141-4857-b155-b1ae5c1ec957.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\/ed5c224a-779e-4fbf-937a-f73658191191.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=PShBMRuOZ_0\"><source src=\"https:\/\/www.youtube.com\/watch?v=PShBMRuOZ_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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data & Analytics<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u81ea\u4e3b\u5546\u4e1a\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">AI\u6570\u636e\u5206\u6790\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u51b3\u7b56\u6267\u884c<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u6570\u636e\u6cbb\u7406<\/span><br \/>\n <span class=\"tag\">\u591a\u6570\u636e\u6e90\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u4eea\u8868\u677f<\/span><br \/>\n <span class=\"tag\">\u7aef\u5230\u7aef\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5b89\u5168\u5408\u89c4<\/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\u4ece\u201c\u6d1e\u5bdf\u201d\u8f6c\u5411\u201c\u884c\u52a8\u201d\u7684\u8303\u5f0f\u8f6c\u53d8\u548c\u7aef\u5230\u7aef\u81ea\u52a8\u5316\u80fd\u529b\uff0c\u4f46\u6838\u5fc3\u5173\u5207\u96c6\u4e2d\u5728\u4fe1\u4efb\u4e0e\u6cbb\u7406\uff1a\u5982\u4f55\u7406\u89e3AI\u7684\u63a8\u7406\u8fc7\u7a0b\uff1f\u5728\u4e25\u683c\u5408\u89c4\u73af\u5883\u4e0b\u5982\u4f55\u5ba1\u8ba1\uff1f\u81ea\u52a8\u884c\u52a8\u7684\u6743\u9650\u4e0e\u5b89\u5168\u62a4\u680f\u5982\u4f55\u8bbe\u7f6e\uff1f\u5bf9\u6570\u636e\u51c6\u5907\u5ea6\u4e5f\u5b58\u6709\u7591\u95ee\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 MindsDB Anton\u6240\u6807\u699c\u7684\u201c\u4e0d\u53ea\u4f1a\u56de\u7b54\uff0c\u66f4\u4f1a\u884c\u52a8\u201d\uff0c\u5b9e\u8d28\u4e0a\u662f\u5c06\u5546\u4e1a\u667a\u80fd\u4ece\u201c\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u201d\u63a8\u5411\u201c\u81ea\u4e3b\u51b3\u7b56\u6267\u884c\u7cfb\u7edf\u201d\u7684\u4e00\u6b21\u6fc0\u8fdb\u5c1d\u8bd5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u6280\u672f\u5c42\u9762\u591a\u6e90\u6570\u636e\u7684\u8fde\u63a5\u4e0e\u81ea\u52a8\u5316\u5206\u6790\uff08\u8fd9\u5df2\u662f\u73b0\u6709AI Agent\u7684\u5ef6\u4f38\uff09\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u91cd\u65b0\u5b9a\u4e49\u4f01\u4e1a\u5185\u201c\u5206\u6790\u5e08\u201d\u7684\u89d2\u8272\u2014\u2014\u4ece\u4e00\u4e2a\u63d0\u4f9b\u62a5\u544a\u7684\u5efa\u8bae\u8005\uff0c\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u88ab\u6388\u4e88\u6709\u9650\u6267\u884c\u6743\u7684\u6570\u5b57\u5458\u5de5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u4e5f\u6b63\u662f\u5176\u6700\u5c16\u9510\u7684\u77db\u76fe\u70b9\u3002\u8bc4\u8bba\u4e2d\u5f25\u6f2b\u7684\u201c\u4fe1\u4efb\u7126\u8651\u201d\u76f4\u6307\u6838\u5fc3\uff1a\u5728\u591a\u6570\u4f01\u4e1a\u8fde\u7edf\u4e00\u6570\u636e\u5b9a\u4e49\u90fd\u96be\u4ee5\u8fbe\u6210\u7684\u73b0\u5b9e\u4e0b\uff0c\u4e00\u4e2a\u80fd\u81ea\u52a8\u91c7\u53d6\u884c\u52a8\u7684AI\u5982\u4f55\u83b7\u5f97\u7ec4\u7ec7\u6388\u6743\uff1f\u4ea7\u54c1\u56e2\u961f\u4ee5\u201c\u4f01\u4e1a\u7248\u63d0\u4f9b\u66f4\u591a\u7ba1\u63a7\u201d\u4f5c\u4e3a\u56de\u5e94\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u6311\u6218\u662f\u7ec4\u7ec7\u4e0e\u7ba1\u7406\uff0c\u800c\u975e\u5355\u7eaf\u6280\u672f\u3002AI\u7684\u201c\u9ed1\u7bb1\u201d\u7279\u6027\u5728\u63d0\u4f9b\u5efa\u8bae\u65f6\u5c1a\u53ef\u5bb9\u5fcd\uff0c\u4e00\u65e6\u6d89\u53ca\u5b9e\u9645\u201c\u884c\u52a8\u201d\uff0c\u900f\u660e\u6027\u4e0e\u53ef\u5ba1\u8ba1\u6027\u5c31\u6210\u4e3a\u4e0d\u53ef\u59a5\u534f\u7684\u521a\u9700\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cAnton\u7684\u6210\u8d25\u5173\u952e\uff0c\u4e0d\u5728\u4e8e\u5176\u80fd\u5426\u5904\u74061900\u5f20\u6742\u4e71\u8868\u683c\u7684\u6280\u672f\u70ab\u6280\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u8bbe\u8ba1\u51fa\u4e00\u5957\u8ba9\u4f01\u4e1a\u7ba1\u7406\u8005\u6562\u4e8e\u4ea4\u51fa\u90e8\u5206\u64cd\u4f5c\u6743\u9650\u7684\u201c\u4fe1\u4efb\u6846\u67b6\u201d\u3002\u8fd9\u5305\u62ec\uff1a\u53ef\u89e3\u91ca\u7684\u63a8\u7406\u94fe\u8def\u3001\u53ef\u9884\u6d4b\u7684\u884c\u52a8\u8303\u56f4\u3001\u53ef\u8ffd\u6eaf\u7684\u5ba1\u8ba1\u65e5\u5fd7\uff0c\u4ee5\u53ca\u6700\u91cd\u8981\u7684\u2014\u2014\u6e05\u6670\u754c\u5b9a\u4eba\u673a\u8d23\u4efb\u7684\u201c\u534f\u540c\u6d41\u7a0b\u201d\u3002\u5b83\u82e5\u6210\u529f\uff0c\u5c06\u5f00\u542f\u4eba\u673a\u534f\u540c\u51b3\u7b56\u7684\u65b0\u8303\u5f0f\uff1b\u82e5\u5931\u8d25\uff0c\u5219\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u56e0\u65e0\u6cd5\u8de8\u8d8a\u7ec4\u7ec7\u4fe1\u4efb\u9e3f\u6c9f\u800c\u505c\u7559\u5728\u6f14\u793a\u9636\u6bb5\u7684\u9177\u70ab\u5de5\u5177\u3002\u5176\u8def\u5f84\u662f\u98a0\u8986\u6027\u7684\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u9700\u5728\u6280\u672f\u6fc0\u8fdb\u4e0e\u5546\u4e1a\u4fdd\u5b88\u4e4b\u95f4\u8d70\u94a2\u4e1d\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\">MindsDB Anton<\/span>\n <\/div>\n<div class=\"comment-content\">Ask a business question, and Anton takes ownership of the entire analytical process: discovers data, runs the analysis, surfaces insights, builds dashboards, suggests next steps, and takes actions \u2014 all while enforcing enterprise security and governance.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH \ud83d\udc4b I\u2019m Adam, co-founder of MindsDB.<\/p>\n<p>Business intelligence has long promised faster, smarter decisions \u2014 but in many orgs insights arrive after decisions are already made.<\/p>\n<\/p>\n<p>That\u2019s why we built <strong>MindsDB Anton<\/strong> – a system that thinks autonomously and delivers outcomes while keeping your data and secrets protected.<\/p>\n<\/p>\n<p>Ask Anton in plain language, and it takes ownership of the analytic process: it discovers data, runs the analysis, surfaces the most important insights, builds dashboards, recommends next steps, and can take action \u2014 all with the security and governance enterprises require.<\/p>\n<\/p>\n<p>Anton is available on <a href=\"https:\/\/github.com\/mindsdb\/anton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">GitHub<\/a> – tell us what you like in it and what you want us to build next.<\/p>\n<p>The first 1000 hunters will get a <strong>month of free AI tokens<\/strong> using the code <em>PROHUNTR100<\/em> at <a href=\"http:\/\/mdb.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">mdb.ai<\/a> <\/p>\n<\/p>\n<p>\u2014 Adam<\/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\/@adam_carrigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adam_carrigan<\/a> Really interesting direction especially the shift from \u201cinsights\u201d to actually owning the analytic process end-to-end.<\/p>\n<\/p>\n<p>Feels like one challenge with systems like this is helping users trust <em>how<\/em> conclusions are reached, not just the outcomes themselves.<\/p>\n<\/p>\n<p>How are you thinking about making Anton\u2019s reasoning visible to users?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@adam_carrigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adam_carrigan<\/a> In enterprise setups with strict compliance, how does it handle audit trails for AI-generated insights and any actions it takes?<\/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>Bold claim. An agent that acts on BI without human approval worries me – most orgs I’ve seen can’t even agree on what a metric means, let alone trust automated decisions downstream.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a>, please give it a try and let us know what you think. We also have an enterprise version that has more checks and balances, security, traces etc etc. to help orgs manage all the complexity. <\/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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> Very true, there\u2019s a lot of confusion about what a metric actually represents, and it\u2019s often used in the wrong context or direction.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>Love the shift from traditional dashboards to autonomous analysis \u2014 BI agents that actually behave like analysts and run 24\/7 feel like a natural next step for this space.<\/p>\n<p>We also launched on Product Hunt a few days ago, so can definitely relate and hope you\u2019re having a great launch day. <\/p>\n<p>Wishing you strong traction!<\/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\">@yanakazantseva1 thank you!<\/p>\n<p>Congrats on your launch too \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> Really appreciate this – thank you!<\/p>\n<p>That shift you mentioned is exactly what we\u2019re excited about. Moving from static dashboards to systems that can actually think, analyze, and act continuously feels like a big step forward for how teams work with data. Congrats on your Product Hunt launch as well – that\u2019s no small feat. Hope it\u2019s been a strong one for you too. Always great to see more teams pushing this space forward.<\/p>\n<p>Wishing for continued momentum \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> thank you Yana!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the desktop app!!! plugged my email, calendar, hubspot, linear and github and I can now run everything from a single place<\/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\/@jorge_torres3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jorge_torres3<\/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>Indeed a bold claim. No matter what stage you are in, almost always, the important data itself is not in place or not synthesized for decision making. I wonder what level of data MindsDB works on? Can’t give access to supabase but metabase level data?<\/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\/@sayanta_ghosh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayanta_ghosh<\/a> You can give Anton access to any datasource and level of data that you like and where it makes sense – DBs, warehouses or applications. Anton can also work across and aggregate data from different sources, writing code like a Senior Analyst would, to be able to answer the question from the user.<\/p>\n<p>Would love your feedback if you’re able to try Anton 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi <a href=\"https:\/\/www.producthunt.com\/@sayanta_ghosh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayanta_ghosh<\/a> <\/p>\n<p>Anton works at the source level, though pointing it at the BI layer does give it hints about what people find useful. But that\u2019s part of the problem it\u2019s designed to solve, you don\u2019t need to have clean data for it to surface insights or even help you clean the data itself!<\/p>\n<\/p>\n<p>We connected it to a live production database with 1,900+ tables, no curation, no prep, no hints, and it sifted through, identified the relevant tables, and returned solid answers.<\/p>\n<\/p>\n<p>I\u2019d love for you to give it a shot and see how it handles your setup. If it works let us know, if it doesn\u2019t let us know too since that\u2019s what we\u2019re trying to solve.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The “doesn’t just answer, it acts” thing caught my eye. I’ve spent way too long staring at dashboards that just sit there lol. So the idea of BI that actually does something with the data is cool.<\/p>\n<p>One thing I’m wondering though, how does governance work when it’s taking actions on its own? Like is there an approval step or can you set guardrails on what it’s allowed to do?<\/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\">@mihir_kanzariya that\u2019s a good question. You can choose the access\/permissions that you give Anton (eg read\/write) by scoping the keys of the systems that you connect Anton to as well as the instructions you give it.<\/p>\n<p>There is an enterprise version that has more and deeper guardrails and policies in this area.<\/p>\n<p>Would love your feedback if you\u2019d like to take Anton for a spin!<\/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<\/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\/GVLBEAVNDXWGVB\" class=\"app-title\">Browser Arena<\/a><\/p>\n<div class=\"one-liner\">Open-source benchmarks for cloud browser infrastructure<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">152<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Browser Arena\u662f\u4e00\u6b3e\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5\u5957\u4ef6\uff0c\u5728\u4e91\u6d4f\u89c8\u5668\u57fa\u7840\u8bbe\u65bd\u9009\u578b\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u63d0\u4f9b\u53ef\u590d\u73b0\u3001\u6807\u51c6\u5316\u7684\u6027\u80fd\u3001\u53ef\u9760\u6027\u4e0e\u6210\u672c\u6570\u636e\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u56e0\u5382\u5546\u8425\u9500\u566a\u97f3\u548c\u4e0d\u53ef\u590d\u73b0\u7684\u57fa\u51c6\u6d4b\u8bd5\u800c\u96be\u4ee5\u5ba2\u89c2\u8bc4\u4f30\u548c\u9009\u62e9\u670d\u52a1\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39fad34a-21fc-47eb-bf86-8b1ff9fe3584.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a31f21c0-8747-4066-8108-4b0c13f2448e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc4425b1-adc8-4c3f-88c5-56124bd3e67d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/83df56ed-83ce-49a1-8fbe-39ecbe6a1686.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u4e91\u6d4f\u89c8\u5668\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u6d4b\u8bc4<\/span><br \/>\n <span class=\"tag\">\u53ef\u590d\u73b0\u6027<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u57fa\u7840\u8bbe\u65bd\u9009\u578b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u9ad8\u5ea6\u8d5e\u8d4f\u5176\u5f00\u6e90\u3001\u53ef\u590d\u73b0\u53ca\u8bda\u5b9e\u7684\u57fa\u51c6\u6d4b\u8bd5\u65b9\u6cd5\uff0c\u8ba4\u4e3a\u5176\u5efa\u7acb\u4e86\u4fe1\u4efb\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u6d4b\u8bd5\u73af\u5883\uff08t3.micro\u5b9e\u4f8b\u7684CPU\u6027\u80fd\u4e00\u81f4\u6027\uff09\u3001\u671f\u5f85\u66f4\u590d\u6742\u7684\u52a8\u6001\u9875\u9762\u4ea4\u4e92\u6d4b\u8bd5\u3001\u8be2\u95ee\u5ef6\u8fdf\u7ec6\u8282\u53ca\u5f02\u5e38\u5904\u7406\u673a\u5236\uff0c\u5e76\u63a2\u8ba8\u4e86\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5\u5728AI\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u672a\u6765\u8d8b\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 Browser Arena\u7684\u63a8\u51fa\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u4e91\u6d4f\u89c8\u5668\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u201c\u57fa\u51c6\u6d4b\u8bd5\u8150\u8d25\u201d\u73b0\u8c61\u7684\u516c\u5f00\u5904\u5211\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u5f53\u524d\u884c\u4e1a\u75db\u70b9\uff1a\u5382\u5546\u7cbe\u5fc3\u6311\u9009\u6570\u636e\u3001\u9690\u7792\u6d4b\u8bd5\u73af\u5883\u3001\u7528\u5c0f\u6837\u672c\u8425\u9020\u6027\u80fd\u5047\u8c61\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u90a3\u5f20\u4f1a\u53d8\u52a8\u7684\u6392\u884c\u699c\uff0c\u800c\u5728\u4e8e\u5b83\u7528\u5f00\u6e90\u4ee3\u7801\u3001\u7edf\u4e00\u73af\u5883\u3001\u5343\u6b21\u8fd0\u884c\u3001\u516c\u5f00\u5168\u91cf\u6570\u636e\u7684\u65b9\u6cd5\u8bba\uff0c\u5f3a\u884c\u5c06\u884c\u4e1a\u5bf9\u6bd4\u7684\u201c\u9ed1\u76d2\u201d\u6495\u5f00\u4e86\u4e00\u9053\u53e3\u5b50\uff0c\u8bd5\u56fe\u5c06\u7ade\u4e89\u91cd\u65b0\u62c9\u56de\u5de5\u7a0b\u4e0e\u670d\u52a1\u7684\u771f\u5b9e\u7ef4\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4e3e\u9887\u5177\u98ce\u9669\u4e0e\u91ce\u5fc3\u3002\u98ce\u9669\u5728\u4e8e\uff0c\u4f5c\u4e3a\u53c2\u8d5b\u8005\u4e4b\u4e00\u7684Notte\u4e3b\u52a8\u642d\u5efa\u201c\u7ade\u6280\u573a\u201d\uff0c\u5e76\u5c06\u81ea\u8eab\u4e0d\u603b\u662f\u83b7\u80dc\u7684\u7ed3\u679c\u516c\u4e4b\u4e8e\u4f17\uff0c\u8fd9\u79cd\u201c\u81ea\u66dd\u5176\u77ed\u201d\u7684\u53cd\u8425\u9500\u7b56\u7565\uff0c\u77ed\u671f\u5185\u53ef\u80fd\u635f\u5931\u90e8\u5206\u8ffd\u6c42\u201c\u7eb8\u9762\u7b2c\u4e00\u201d\u7684\u5ba2\u6237\uff0c\u4f46\u5b83\u6240\u6362\u53d6\u7684\u6280\u672f\u793e\u533a\u4fe1\u4efb\u7968\uff0c\u662f\u4efb\u4f55\u5e7f\u544a\u90fd\u65e0\u6cd5\u8d2d\u4e70\u7684\u957f\u671f\u8d44\u4ea7\u3002\u91ce\u5fc3\u5219\u5728\u4e8e\uff0c\u5b83\u8bd5\u56fe\u901a\u8fc7\u5efa\u7acb\u4e8b\u5b9e\u4e0a\u7684\u6807\u51c6\u6d4b\u8bd5\u7a0b\u5e8f\uff0c\u6765\u91cd\u5851\u5e02\u573a\u7684\u8bdd\u8bed\u4f53\u7cfb\u4e0e\u6e38\u620f\u89c4\u5219\uff0c\u5c06\u7ade\u4e89\u4ece\u8425\u9500\u6587\u6848\u62c9\u56de\u5230\u53ef\u9a8c\u8bc1\u7684\u6027\u80fd\u6307\u6807\u4e0a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u5f53\u524d\u57fa\u51c6\u6d4b\u8bd5\u573a\u666f\uff08\u6700\u5c0f\u4f1a\u8bdd\u751f\u547d\u5468\u671f\uff09\u4ecd\u663e\u5355\u8584\uff0c\u867d\u63a7\u5236\u4e86\u53d8\u91cf\uff0c\u4f46\u79bb\u590d\u6742\u7684\u771f\u5b9e\u5de5\u4f5c\u8d1f\u8f7d\u5c1a\u6709\u8ddd\u79bb\u3002\u80fd\u5426\u6301\u7eed\u8fed\u4ee3\u6d4b\u8bd5\u7528\u4f8b\uff0c\u8986\u76d6\u52a8\u6001\u4ea4\u4e92\u3001\u591a\u6b65\u6d41\u7a0b\u7b49\u771f\u5b9e\u573a\u666f\uff0c\u5e76\u4fdd\u6301\u5176\u65b9\u6cd5\u8bba\u7684\u4e2d\u7acb\u4e0e\u900f\u660e\uff0c\u5c06\u662f\u5176\u6743\u5a01\u6027\u80fd\u5426\u786e\u7acb\u7684\u5173\u952e\u3002\u672c\u8d28\u4e0a\uff0cBrowser Arena\u662f\u4e00\u573a\u201c\u5f00\u6e90\u79d1\u5b66\u7cbe\u795e\u201d\u5bf9\u201c\u5546\u4e1a\u6027\u80fd\u7384\u5b66\u201d\u7684\u5ba3\u6218\uff0c\u5176\u6210\u8d25\u5c06\u68c0\u9a8c\u5f00\u53d1\u8005\u793e\u533a\u662f\u5426\u771f\u6b63\u62e5\u6709\u7528\u811a\u6295\u7968\u3001\u8ffd\u6c42\u53ef\u9a8c\u8bc1\u4e8b\u5b9e\u7684\u610f\u5fd7\uff0c\u8fd8\u662f\u7ee7\u7eed\u6c89\u6eba\u4e8e\u5382\u5546\u7f16\u7ec7\u7684\u6027\u80fd\u5e7b\u68a6\u4e4b\u4e2d\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\">Browser Arena<\/span>\n <\/div>\n<div class=\"comment-content\">Browser Arena is an open-source benchmark that tests 7 cloud browser providers on speed, reliability, and cost. Same tests, same EC2 instances, 1,000+ runs each. All results and code are public – deploy on Railway and reproduce every number yourself.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH! I’m Sam from <a href=\"https:\/\/www.notte.cc\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Notte<\/a>. \ud83d\udc4b<\/p>\n<p>We built <a href=\"https:\/\/browserarena.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Browser Arena<\/strong><\/a> because we were tired of seeing benchmarks in the AI agent\/browser infra space that couldn’t be reproduced. Companies claiming SOTA performance based on cherry-picked runs, undisclosed infrastructure, and small sample sizes.<\/p>\n<p>So we built an answer: an open-source benchmark suite that tests every major cloud browser provider under identical conditions. <\/p>\n<p><strong>What makes it different\u2753<\/strong><\/p>\n<ul>\n<li>\n<p>1,000 runs per provider<\/p>\n<\/li>\n<li>\n<p>Same AWS infrastructure, same test, same Playwright version<\/p>\n<\/li>\n<li>\n<p>Full VM metadata published (region, instance type, RTT)<\/p>\n<\/li>\n<li>\n<p>Median, P90, P95 \u2014 not just “best case”<\/p>\n<\/li>\n<li>\n<p>Error rates and failure breakdowns included<\/p>\n<\/li>\n<li>\n<p>Cost per session calculated from real pricing<\/p>\n<\/li>\n<\/ul>\n<p>MIT licensed. Clone it and run it yourself.<\/p>\n<\/p>\n<p><strong>The benchmark <\/strong>\u26a1<\/p>\n<p>Minimal session lifecycle (create \u2192 connect \u2192 navigate \u2192 release). Tests both sequential and concurrent (up to 16 parallel sessions) execution.<\/p>\n<p>Notte performs well in the results. But we didn’t build this to win (we don’t in all cases), we built it so the results mean something. If another provider is faster, the leaderboard shows it. That’s the point.<\/p>\n<p>Run it on your own infra and tell us if your numbers differ.<\/p>\n<p>Would love your feedback on what benchmarks you’d want to see next! \ud83c\udf38<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> Congrats on the launch, Sam! This is a such a helpful tool for developers trying to pick the right browser infra without the marketing noise. Making it open-source and reproducible is a huge win for the communty.<\/p>\n<p>I have a quick question about the testing environment: I noticed you’re using AWS t3.micro for the runs. Do you find that the CPU performance stays consistent over 1,000 runs, or does the ‘burst credit’ system on those smaller instances affect the final results at all?<\/p>\n<p>Also, I’d love to see how these providers handle more complex, ‘heavy’ websites in the future. Thanks for sharing the MIT code\u2014definitely going to check the repo!<\/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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> This is how open source should be done, build the thing the whole space needed, then open the doors.<\/p>\n<p>What gets me is the honesty. “We don’t win in all cases” from the team that built the benchmark is a level of credibility most companies won’t touch. That restraint earns more trust than any marketing copy could.<\/p>\n<p>1,000 runs, published VM metadata, real cost data, this is the kind of rigor that makes results actually mean something. The fact that anyone can clone it and verify independently is the whole game.<\/p>\n<p>Excited to see where the leaderboard goes as more providers get added. What categories are you thinking about for the next round of benchmarks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> great job Sam! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 focus on reproducibility. Btw do you think open benchmarks will become a norm in AI infra or will most companies still optimize for perception over truth?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> I think open benchmarks are inevitable but there will be a transition. <\/p>\n<\/p>\n<p>Right now most AI infra vendors publish numbers they control. A pattern played out with database vendors and TPC benchmarks..independent reproducible tests eventually became the baseline expectation because buyers got burned too many times by vendor-controlled numbers.<\/p>\n<\/p>\n<p> I imagine AI infra is heading the same direction, just faster e.g. when your infrastructure choice directly affects model output quality and cost at scale clarity relly matters. Devs (including us) are already skeptical, want to run the benchmark themselves on their own workloads before committing (and we often found we couldn’t reproduce)<\/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>Wait, so u built a benchmark where your own product doesnt win 100% of the time? This level of honesty is illegal in silicone valley)<\/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\/@kostfast\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kostfast<\/a> black swan of silicon valley haha – in all seriousness we felt browser infrastructure claims were being thrown around but found it extremely hard to reproduce at lot of benchmarks – so the idea of Browser Arena is to make it easier for people to compare cloud browser solutions using fair reproducible metrics (open-source)<\/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\/@kostfast\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kostfast<\/a> Yeah we\u2019re not the fastest in every case (yet). But we\u2019re only a few ms off, and we\u2019d rather have numbers people can trust than optimize for a leaderboard screenshot \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>Hey PH! It\u2019s Lucas, CTO of Notte \ud83d\udc4b<\/p>\n<p>We built Browser Arena to make it easier for people to compare cloud browser solutions using fair, reproducible metrics.<\/p>\n<p>Check it out and we\u2019d love to hear 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><a href=\"https:\/\/www.producthunt.com\/@giordano_lucas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giordano_lucas<\/a> if anyone wants to run it themselve or has input on the methodology we’re interested:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@giordano_lucas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giordano_lucas<\/a> \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats Sam! The Browser Functions concept is interesting. How close to zero is the latency when your serverless code runs colocated with the browser vs a normal Lambda?<\/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\/@ermakovich_sergey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ermakovich_sergey<\/a> Thanks Sergey! <\/p>\n<\/p>\n<p>We don’t have a published number yet but the mechanism is: standard Lambda + cloud browser setup, every CDP command makes a round trip over the network (Lambda issues a command, browser executes it, result comes back). For a typical page interaction that’s a lot of trips each adding network latency on top of each other. Colocated with the browser, those CDP commands go over localhost – sub-millisecond vs. however far your Lambda is from the browser instance. <\/p>\n<\/p>\n<p>Would be curious what workloads you’re running – happy to test against a real use case:)<\/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\/@ermakovich_sergey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ermakovich_sergey<\/a> Thanks Sergey – It\u2019s on the order of a few ms (<10ms) to hop to the right pod in our infra. That\u2019s significantly lower than the ~100ms+ (or whatever network time you have to travel due to distance) you\u2019d typically see per instruction when running from a remote machine over the network<\/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>Really interesting approach to benchmarking cloud browser providers. I have been evaluating a few of these services for running automated workflows and the lack of standardized benchmarks has made it difficult to compare them objectively. The fact that all results and code are public is a huge plus. Do you plan to add latency benchmarks for dynamic page interactions, or is the focus mainly on static page loads and rendering?<\/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\/@najmuzzaman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@najmuzzaman<\/a> Thanks! Yes, dynamic interaction benchmarks are definitely on the roadmap, that’s actually the next thing we’re working on \ud83d\ude42 <\/p>\n<\/p>\n<p>The current Hello Browser benchmark is intentionally minimal: session create \u2192 CDP connect \u2192 page.goto \u2192 release. It measures the session lifecycle and the control\/data plane overhead of each provider, which is the baseline every automation workflow pays on every run. We wanted to nail that first so the numbers are clean and directly comparable. <\/p>\n<\/p>\n<p>The next benchmark focuses on realistic multi-step workflows, data extraction with scrolling and lazy content, multi-page crawls, and form fills with submission\/verification. That’s where provider differences in CDP throughput, network stability, and headful vs. headless rendering really show up, and it’s closer to what most people actually use cloud browsers for.<\/p>\n<\/p>\n<p>If there are specific interaction patterns you’d find most useful (auth flows, file uploads, shadow DOM, etc.), let us know!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What happens when an agent session goes rogue mid-task? Curious if there are circuit breakers built into the session management layer or if the human has to manually kill it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Great question. A few layers handle this automatically:<\/p>\n<\/p>\n<p>1. Session cleanup is guaranteed, every task runs inside a try\/finally block, so the browser session is always released back to the provider even if the agent crashes or hangs mid-task.<\/p>\n<p>2. All I\/O has hard timeouts. Network calls (page fetches, recording downloads, browser creation) use AbortSignal timeouts ranging from 30s to 120s, so nothing can block forever at the infrastructure level.<\/p>\n<p>3. The provider is responsible for session TTLs. BrowserArena releases sessions via the provider’s API, but doesn’t control what happens mid-task inside the provider. Each provider (Notte, Steel, Hyperbrowser) enforces its own session limits server-side.<\/p>\n<\/p>\n<p>So in practice: you don’t need to manually kill anything. The session gets cleaned up regardless, and runaway execution gets caught either by the provider’s own limits or by the I\/O timeouts in the harness.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>@mykola_kondratiuk That question also matters a lot for teams moving from demos to production. The interesting part here is that they seem to be separating benchmark-level cleanup guarantees from provider-level session limits, which is probably the right boundary if you want reproducible comparisons instead of hidden guardrails.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> FYI This benchmark focuses purely on the infrastructure layer (session lifecycle: create \u2192 connect \u2192 release), so there\u2019s no agent going rogue mid-task. It helps figuring out what browser to pick for your agent in the first place instead. There are still edge cases discussed by Sam in another comment. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Let’s go! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ogandreakiro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ogandreakiro<\/a> \u2601\ufe0f\ud83d\ude80 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/HYDKMKYSMMT5DO\" class=\"app-title\">Career-Ops on Claude<\/a><\/p>\n<div class=\"one-liner\">An AI-powered Job Search System built on Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">131<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eClaude Code\u6784\u5efa\u7684AI\u6c42\u804c\u7cfb\u7edf\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u5206\u6790\u804c\u4f4d\u63cf\u8ff0\u3001\u751f\u6210\u5b9a\u5236\u5316\u7b80\u5386\u548c\u5e76\u884c\u6279\u91cf\u5904\u7406\uff0c\u89e3\u51b3\u4e86\u9ad8\u7ea7\u4eba\u624d\u5728\u89c4\u6a21\u5316\u3001\u7cbe\u51c6\u5316\u6c42\u804c\u4e2d\u4fe1\u606f\u8fc7\u8f7d\u548c\u6548\u7387\u4f4e\u4e0b\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/511b7fd8-e338-4f7d-bf84-a7c700374052.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\/836e952c-6087-4cfd-9055-aab607a6c84e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/04cdd59c-7efd-414d-8f49-48751c628cc3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/17a8c6d3-85be-436f-8e77-11e78302d961.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c6947cf6-5f5a-43eb-ab45-9af15eb67471.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\/91248878-101e-4ecb-a7ff-92f8ea0f056b.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/91f23f39-69bd-4e4b-b02c-30ea4b654c39.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8230ecd2-db02-41db-8cac-649ae0907792.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\/2a73c106-ce63-467a-95ca-4c01cc7bb91a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/ggvMXTgdJZM\"><source src=\"https:\/\/youtu.be\/ggvMXTgdJZM\" 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\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6c42\u804c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">ATS\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u804c\u4f4d\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u9762\u8bd5\u51c6\u5907<\/span><br \/>\n <span class=\"tag\">\u85aa\u8d44\u8c08\u5224<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5f00\u6e90\u7cbe\u795e\u4e0e\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u7684\u80fd\u529b\u3002\u91cd\u70b9\u5173\u6ce8\u5176\u4e0e\u81ea\u52a8\u7533\u8bf7\u673a\u5668\u4eba\u7684\u672c\u8d28\u533a\u522b\uff08\u5206\u6790\u800c\u975e\u51b3\u7b56\uff09\uff0c\u5e76\u63a2\u8ba8\u5de5\u5177\u5982\u4f55\u6210\u4e3a\u80fd\u529b\u8bc1\u660e\u3002\u5efa\u8bae\u5305\u62ec\u589e\u52a0\u4e2a\u4eba\u8d44\u6599\u8f93\u5165\u6e90\u3001\u8b66\u60d5\u8fc7\u6ee4\u914d\u7f6e\u504f\u5dee\uff0c\u4ee5\u53ca\u4e0e\u5176\u4ed6\u7b80\u5386\u5de5\u5177\u96c6\u6210\u7684\u53ef\u80fd\u6027\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Career-Ops\u8868\u9762\u4e0a\u662f\u4e00\u4e2a\u6c42\u804c\u81ea\u52a8\u5316\u7ba1\u9053\uff0c\u4f46\u5176\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\u5b8c\u6210\u4e86\u4e00\u6b21\u7cbe\u5de7\u7684\u201c\u9012\u5f52\u8bc1\u660e\u201d\uff1a\u7528\u6784\u5efa\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u80fd\u529b\uff0c\u53bb\u5e94\u8058\u591a\u667a\u80fd\u4f53\u76f8\u5173\u7684\u804c\u4f4d\u3002\u8fd9\u8d85\u8d8a\u4e86\u5de5\u5177\u6548\u7528\uff0c\u6210\u4e3a\u4e86\u521b\u4f5c\u8005Santiago\u6700\u6709\u529b\u7684\u80fd\u529b\u51ed\u8bc1\u3002\u4ea7\u54c1\u660e\u667a\u5730\u5b9a\u4f4d\u4e8e\u201c\u5206\u6790\u8fc7\u6ee4\u5668\u201d\u800c\u975e\u201c\u81ea\u52a8\u7533\u8bf7\u673a\u5668\u4eba\u201d\uff0c\u5c06\u6700\u7ec8\u51b3\u7b56\u6743\u7559\u7ed9\u4eba\uff0c\u8fd9\u65e2\u89c4\u907f\u4e86\u76f2\u76ee\u6295\u9012\u7684\u4f26\u7406\u4e0e\u6548\u7387\u98ce\u9669\uff0c\u4e5f\u7cbe\u51c6\u670d\u52a1\u4e8e\u5176\u6838\u5fc3\u7528\u6237\u2014\u2014\u5177\u5907\u5f3a\u5224\u65ad\u529b\u7684\u9ad8\u9636\u4eba\u624d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u6216\u8bb8\u4e0d\u5728\u4e8e\u6280\u672f\u67b6\u6784\uff0c\u800c\u5728\u4e8e\u5b83\u8c61\u5f81\u4e86\u4e00\u79cd\u8d8b\u52bf\uff1a\u6c42\u804c\u5de5\u5177\u6b63\u4ece\u201c\u5305\u88c5\u5448\u73b0\u201d\u8f6c\u5411\u201c\u601d\u7ef4\u663e\u5316\u201d\u3002\u5f53\u4f01\u4e1a\u7528AI\u7b5b\u9009\u5019\u9009\u4eba\u65f6\uff0c\u5019\u9009\u4eba\u7528AI\u7cfb\u7edf\u6027\u5730\u7b5b\u9009\u4f01\u4e1a\uff0c\u8fd9\u662f\u4e00\u79cd\u6743\u529b\u5e73\u8861\u7684\u5c1d\u8bd5\u3002\u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\uff1a\u5b83\u6781\u5ea6\u4f9d\u8d56\u4f7f\u7528\u8005\u7684\u521d\u59cb\u914d\u7f6e\u4e0e\u5224\u65ad\u529b\uff0c\u4e00\u4e2a\u9519\u8bef\u7684\u8fc7\u6ee4\u89c4\u5219\u53ef\u80fd\u5bfc\u81f4\u5168\u76d8\u504f\u79fb\u3002\u6b64\u5916\uff0c\u5176\u6210\u529f\u6848\u4f8b\u5e26\u6709\u5f3a\u70c8\u7684\u4e2a\u4eba\u54c1\u724c\u5149\u73af\u2014\u2014\u521b\u4f5c\u8005\u56e0\u6784\u5efa\u6b64\u5de5\u5177\u800c\u83b7\u5f97CEO\u76f4\u63a5\u9080\u7ea6\u2014\u2014\u8fd9\u5bf9\u4e8e\u666e\u901a\u7528\u6237\u800c\u8a00\u96be\u4ee5\u590d\u5236\u3002\u5de5\u5177\u5f00\u6e90\u83b7\u5f97\u4e86\u5de8\u5927\u5f71\u54cd\u529b\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u5176\u5546\u4e1a\u6a21\u5f0f\u7684\u6a21\u7cca\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u6280\u672f\u5ba3\u8a00\u4e0e\u4e2a\u4eba\u54c1\u724c\u6760\u6746\uff0c\u5176\u4f5c\u4e3a\u6807\u51c6\u5316\u4ea7\u54c1\u7684\u666e\u9002\u6027\u4e0e\u53ef\u6301\u7eed\u6027\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cCareer-Ops\u662f\u7cbe\u82f1\u5de5\u7a0b\u5e08\u5bf9\u4f4e\u6548\u62db\u8058\u5e02\u573a\u7684\u4e00\u6b21\u4f18\u96c5\u6280\u672f\u53cd\u51fb\uff0c\u4f46\u5b83\u66f4\u50cf\u4e00\u628a\u4e3a\u9ad8\u624b\u953b\u9020\u7684\u5229\u5251\uff0c\u800c\u975e\u666e\u60e0\u4f17\u751f\u7684\u94a5\u5319\u3002\u5b83\u63ed\u793a\u4e86\u672a\u6765\u6c42\u804c\u7684\u4e00\u4e2a\u5173\u952e\u8303\u5f0f\uff1a\u4f60\u7684\u5de5\u5177\u672c\u8eab\uff0c\u5c31\u662f\u4f60\u6700\u597d\u7684\u7b80\u5386\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\">Career-Ops on Claude<\/span>\n <\/div>\n<div class=\"comment-content\">Career-Ops turns Claude Code into an AI job search pipeline. 12 modes, A-F scoring across 10 dimensions, ATS-optimized CVs per listing, batch processing of 122 URLs in parallel. 631 evaluations, 68 apps sent. Open source, 9.1K GitHub stars.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> built a multi-agent job search system on Claude Code, ran 631 evaluations, sent 68 applications, and landed a Head of Applied AI role, then open-sourced it.<\/p>\n<\/p>\n<p><strong>The problem<\/strong>: searching for senior AI roles is a full-time job. Read the JD, map your skills, rewrite the CV, fill 15-field forms, multiplied by 10 offers a day. 74% of offers are a poor fit. You find out after reading 800 words. The solution: Career-Ops automates the analysis. You make every final call.<\/p>\n<\/p>\n<p><strong>What stands out<\/strong>:<\/p>\n<ul>\n<li>\n<p>\ud83c\udfaf A\u2013F scoring across 10 dimensions with role match gate filters<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcc4 ATS PDFs per role with keywords, reordered bullets, auto region<\/p>\n<\/li>\n<li>\n<p>\ud83d\udd0d Scanner across 45+ companies like Ashby, Lever, Wellfound<\/p>\n<\/li>\n<li>\n<p>\u26a1 Batch mode runs 122 URLs in parallel with worker architecture<\/p>\n<\/li>\n<li>\n<p>\ud83e\udde0 Story Bank builds reusable STAR+R interview answers<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcb0 Negotiation scripts for salary, geo gaps, competing offers<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcca Dashboard with filters, sorting, and lazy previews<\/p>\n<\/li>\n<li>\n<p>\ud83d\udd01 680 URLs deduped with human review before submission<\/p>\n<\/li>\n<\/ul>\n<p><strong>By the numbers<\/strong>:<\/p>\n<ul>\n<li>\n<p>631 evaluations, 516 unique offers<\/p>\n<\/li>\n<li>\n<p>354 PDFs generated<\/p>\n<\/li>\n<li>\n<p>68 applications sent<\/p>\n<\/li>\n<li>\n<p>9.1K GitHub stars, 1.6K forks<\/p>\n<\/li>\n<\/ul>\n<p>Different because this isn’t an auto-apply bot, it’s a filter. The design principle is explicit: automate analysis, not decisions. And the system itself is the portfolio, building a multi-agent architecture to land multi-agent roles is the most direct proof of competence.<\/p>\n<\/p>\n<p>Perfect for senior engineers, AI practitioners, and anyone running a serious, high-signal job search at scale.<\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> What’s one tweak you’d make to Career-Ops now, based on your Head of Applied AI experience, to help even more senior folks land dream roles faster?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! I’m Santiago, the creator of career-ops.<\/p>\n<\/p>\n<p>I built this during my own job search. After months of sending applications into the void, I decided to automate the entire process with Claude Code. The system evaluated 740+ offers, I applied to 66, got 12 interviews, and landed a Head of Applied AI role.<\/p>\n<\/p>\n<p>The irony? The job I accepted actually came inbound, a CEO saw my systems thinking and liked my mindset. Turns out, building the tool was the ultimate proof of competence.<\/p>\n<\/p>\n<p>I open-sourced it because I believe the hiring system is broken. Companies use AI to filter candidates \u2014 candidates deserve the same tools to filter companies.<\/p>\n<\/p>\n<p>Happy to answer any questions about the architecture or how it works!<\/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\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> Congratulations on the launch. Really intriguing, especially the part where the opportunity came inbound after seeing how you think.<\/p>\n<\/p>\n<p>Feels like the real value here might go beyond automating applications, and more into how the system <em>signals your decision-making<\/em>.<\/p>\n<\/p>\n<p>Do you think tools like this are shifting hiring more toward <em>how candidates think<\/em> rather than just how they apply?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> Congratulations on landing the job, and big applause for sharing this with the community! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> cool! Can I input my github too? and my medium and substack?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 awesome! Building a smart job search for <a href=\"https:\/\/Four-Leaf.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Four-Leaf.ai<\/a> was one of the hardest parts of making an end to end interview prep tool.<\/p>\n<p>Would be awesome to hear about how you think of going from interview to offers and comp negotiation coaching. That’s the gap we are trying to solve with Four-Leaf.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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! <\/p>\n<p>Turning job search into a structured, almost pipeline-driven system is a very cool approach \u2014 especially with scoring and parallel processing, that\u2019s a level of rigor most people don\u2019t have.<\/p>\n<\/p>\n<p>We also launched on Product Hunt a few days ago, so can definitely relate \u2014 hope you\u2019re having a great launch day. Wishing you strong traction!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Supported! Congrats on the launch \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>real agent, not a chat wrapper – using Claude Code for file iteration is the right call. the drift question matters though: one bad filter config and it’s applying to roles you excluded.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Rohan being Rohan! It’s more than cool mate. Not only cause he solved a real pain but also cause he open-sourced it to make the life of others easier than ever<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 Santiago! Love the multi-agent approach for high-signal job searching.<\/p>\n<p>I built <strong>precis.top<\/strong>, a lightweight resume builder that focuses on clean, ATS-friendly structures. Since Career-Ops excels at generating tailored content, it could be a perfect ‘last mile’ partner\u2014Career-Ops handles the intelligence, and Precis handles the professional presentation.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XKGMPYC5GBZI6V\" class=\"app-title\">Keeby<\/a><\/p>\n<div class=\"one-liner\">Mechanical keyboard sounds for your Mac<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">123<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Keeby\u4e3aMacBook\u7528\u6237\u6a21\u62df\u771f\u5b9e\u673a\u68b0\u952e\u76d8\u58f0\u97f3\uff0c\u5728\u65e0\u6cd5\u4f7f\u7528\u5b9e\u4f53\u673a\u68b0\u952e\u76d8\u7684\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u9ad8\u54c1\u8d28\u5f55\u97f3\u4e0e\u7a7a\u95f4\u97f3\u9891\u6280\u672f\uff0c\u6ee1\u8db3\u7528\u6237\u5bf9\u6253\u5b57\u97f3\u6548\u4e0e\u6c89\u6d78\u611f\u7684\u9700\u6c42\uff0c\u63d0\u5347\u6253\u5b57\u4f53\u9a8c\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/c3130bbe-959d-4692-af1f-55462e8794c3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=VQ_gtqZwacI\"><source src=\"https:\/\/www.youtube.com\/watch?v=VQ_gtqZwacI\" 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\/5baf8ab8-69b4-469b-8e04-20501257693b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4dc8adb0-df12-4984-a70b-62d7e77c7d34.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd551b07-0cd5-4d3e-9f5e-3ab47e3f22a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u97f3\u6548<\/span><br \/>\n <span class=\"tag\">\u673a\u68b0\u952e\u76d8\u6a21\u62df<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6c89\u6d78\u5f0f\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8bbe\u7f6e<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\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\u771f\u5b9e\u97f3\u6548\u4e0e\u7ec6\u8282\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u80fd\u66ff\u4ee3\u90e8\u5206\u5b9e\u4f53\u952e\u76d8\u9700\u6c42\u3002\u5f00\u53d1\u8005\u900f\u9732\u5e94\u7528\u66fe\u56db\u6b21\u88ab\u82f9\u679c\u62d2\u7edd\u624d\u83b7\u6279\u3002\u6709\u7528\u6237\u8be2\u95ee\u5177\u4f53\u83b7\u6279\u7684\u5173\u952e\u8c03\u6574\uff0c\u4f46\u56de\u590d\u4e2d\u672a\u7ed9\u51fa\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 Keeby\u672c\u8d28\u4e0a\u662f\u4e00\u6b3e\u201c\u611f\u5b98\u8865\u507f\u201d\u578b\u4ea7\u54c1\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u529f\u80fd\u6027\u63d0\u5347\uff0c\u800c\u662f\u60c5\u611f\u5316\u4e0e\u4f53\u9a8c\u5316\u8bbe\u8ba1\u5728\u5de5\u5177\u8f6f\u4ef6\u4e2d\u7684\u4e00\u6b21\u7cbe\u51c6\u5b9e\u8df5\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u7ec6\u5206\u4f46\u5f3a\u70c8\u7684\u9700\u6c42\uff1a\u673a\u68b0\u952e\u76d8\u7231\u597d\u8005\u5bf9\u542c\u89c9\u4e0e\u89e6\u89c9\u53cd\u9988\u7684\u4f9d\u8d56\uff0c\u5728\u4fbf\u643a\u6027\u4f18\u5148\u7684MacBook\u4f7f\u7528\u573a\u666f\u4e2d\u5f62\u6210\u4e86\u611f\u5b98\u5265\u593a\u3002\u901a\u8fc7\u201c\u771f\u5b9e\u5f55\u5236\u201d\u800c\u975e\u5408\u6210\u3001\u7a7a\u95f4\u97f3\u9891\u3001\u53ef\u89c6\u5316\u53cd\u9988\u7b49\u7ec6\u8282\uff0c\u5b83\u6784\u5efa\u4e86\u4e00\u79cd\u4eea\u5f0f\u611f\u548c\u6c89\u6d78\u611f\uff0c\u5c06\u67af\u71e5\u7684\u8f93\u5165\u884c\u4e3a\u6e38\u620f\u5316\u3001\u6109\u60a6\u5316\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\u89e3\u51b3\u7684\u662f\u201c\u75d2\u70b9\u201d\u800c\u975e\u201c\u75db\u70b9\u201d\uff0c\u7528\u6237\u9700\u6c42\u5177\u6709\u6781\u5f3a\u7684\u4e2a\u4eba\u504f\u597d\u6027\uff0c\u5e02\u573a\u5929\u82b1\u677f\u8f83\u4f4e\u3002\u5176\u6b21\uff0c\u5176\u6838\u5fc3\u4f53\u9a8c\u4e0eMacBook\u81ea\u5e26\u7684\u9759\u97f3\u3001\u8f7b\u8584\u8bbe\u8ba1\u54f2\u5b66\u5b58\u5728\u5185\u5728\u51b2\u7a81\uff0c\u53ef\u80fd\u4e0d\u9002\u5408\u529e\u516c\u5ba4\u7b49\u5b89\u9759\u5171\u4eab\u73af\u5883\uff0c\u8fd9\u9650\u5236\u4e86\u5176\u6838\u5fc3\u5e94\u7528\u573a\u666f\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u7eaf\u97f3\u9891\u6a21\u62df\u8f6f\u4ef6\uff0c\u5b83\u65e0\u6cd5\u63d0\u4f9b\u771f\u6b63\u7684\u673a\u68b0\u952e\u76d8\u89e6\u89c9\u53cd\u9988\uff0c\u8fd9\u79cd\u201c\u611f\u5b98\u5272\u88c2\u201d\u53ef\u80fd\u4f7f\u90e8\u5206\u6838\u5fc3\u7528\u6237\u89c9\u5f97\u9694\u9774\u6414\u75d2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u82f9\u679c\u5546\u5e97\u56db\u6b21\u62d2\u7edd\u7684\u7ec6\u8282\u53ef\u4ee5\u770b\u51fa\uff0c\u6b64\u7c7b\u201c\u975e\u529f\u80fd\u6027\u201d\u5e94\u7528\u5728\u5e73\u53f0\u5ba1\u6838\u4e0a\u9762\u4e34\u7740\u754c\u5b9a\u6a21\u7cca\u7684\u6311\u6218\u3002\u5b83\u7684\u6700\u7ec8\u83b7\u6279\uff0c\u6216\u8bb8\u9884\u793a\u7740\u5e94\u7528\u5546\u5e97\u5bf9\u201c\u4f53\u9a8c\u578b\u201d\u5de5\u5177\u6709\u4e86\u66f4\u5bbd\u5bb9\u7684\u5ba1\u89c6\u3002Keeby\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u9a8c\u8bc1\u5728\u5de5\u5177\u6548\u7387\u8d5b\u9053\u4e4b\u5916\uff0c\u4e3a\u60c5\u611f\u548c\u611f\u5b98\u4f53\u9a8c\u4ed8\u8d39\u7684\u5e02\u573a\u7a76\u7adf\u6709\u591a\u5927\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u81f4\u7684\u6570\u5b57\u73a9\u5177\uff0c\u662f\u6d88\u8d39\u7ea7\u8f6f\u4ef6\u5728\u529f\u80fd\u8d8b\u540c\u540e\uff0c\u5411\u4eba\u6027\u5316\u3001\u8da3\u5473\u5316\u63a2\u7d22\u7684\u4e00\u4e2a\u6709\u8da3\u6ce8\u811a\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\">Keeby<\/span>\n <\/div>\n<div class=\"comment-content\">Keeby adds real mechanical keyboard sounds to your MacBook. Every sound is recorded from actual switches, not synthesized. Choose from 11 switch profiles including Gateron Red, Holy Panda, Alps Blue, Box Navy, and more. Spatial audio places left keys in your left speaker and right keys in your right. A reactive visualizer follows your typing in real time. Tone controls let you dial between thock and clack. Runs from your menu bar, fully offline, no data collected.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Was about to buy that Nuphy keyboard..<\/p>\n<p>now, I don’t need it!<\/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\/@baruns\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@baruns<\/a> Haha saving you a keyboard purchase wasn’t on our roadmap but we’ll take the win \ud83e\udee1<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 everyone! I’m Adrian, I built Keeby.<\/p>\n<p>I love my MacBook but I really miss the sound of typing on a mechanical keyboard. So I made an app that plays real recorded switch sounds while you type.<\/p>\n<p>A few things that make it different:<br \/>\n– Every sound is recorded from actual switches, not synthesized<br \/>\n– Spatial audio so left keys play from your left speaker, right from right<br \/>\n– 11 switch profiles (Gateron Red, Holy Panda, Alps Blue, Box Navy, Cream, and more)<br \/>\n– Reactive visualizer that follows your typing<br \/>\n– Tone controls to dial between thock and clack<br \/>\n– Fully offline, no data collected<\/p>\n<p>Apple rejected it 4 times before finally approving it. Would love to hear what you think and happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eydiwowers\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eydiwowers<\/a> Kudos, just curious about 1 thing; after those 4 App Store rejections, what key tweak finally got it approved<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>Such a fun idea \u2014 love the attention to detail with real switch recordings and spatial audio, that\u2019s a very cool touch. Feels like one of those small things that actually makes everyday work more enjoyable.<\/p>\n<p>We also launched on Product Hunt a few days ago, so can definitely relate \u2014 hope you\u2019re having an amazing launch day. Good luck!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> Thanks, this made my day! The switch recordings were the most fun part to work on, so glad that detail landed. Hope your launch is going great!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 amazing, brings peace to my mind when I can’t carry my mechanical keyboard with me, good job Adrian.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pcampina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pcampina<\/a> Thank you so much! I’m 100% using it personally as well \ud83d\ude02, it’s so satisfying. Really glad it resonates with you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/HCV7PA2LNFXJDG\" class=\"app-title\">PassportReader<\/a><\/p>\n<div class=\"one-liner\">Verify passports, ID cards, and digital credentials via API<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">102<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>PassportReader\u662f\u4e00\u6b3e\u901a\u8fc7API\u8c03\u7528\uff0c\u5229\u7528NFC\u548c\u5bc6\u7801\u5b66\u9a8c\u8bc1\u6280\u672f\u6765\u6838\u9a8c\u62a4\u7167\u3001\u8eab\u4efd\u8bc1\u53ca\u6570\u5b57\u51ed\u8bc1\u771f\u4f2a\u7684\u5de5\u5177\uff0c\u4e3a\u5f00\u53d1\u8005\u548c\u8eab\u4efd\u5e73\u53f0\u89e3\u51b3\u4e86\u4f20\u7edf\u89c6\u89c9\u9a8c\u8bc1\u6613\u88ab\u4f2a\u9020\u3001\u96be\u4ee5\u786e\u4fdd\u8bc1\u4ef6\u771f\u5b9e\u6027\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7f9b587a-d8a1-4ff4-8d26-3b089c8f89ff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6b6cac9d-3cc5-4df9-b6b6-6db046445edc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1e3bfd7e-b74c-40e5-bc8c-0af30105db93.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Fintech<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8eab\u4efd\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">API\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">NFC\u8bfb\u53d6<\/span><br \/>\n <span class=\"tag\">\u5bc6\u7801\u5b66\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u8bc1\u4ef6\u9632\u4f2a<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u8eab\u4efd<\/span><br \/>\n <span class=\"tag\">\u91d1\u878d\u79d1\u6280\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u8eab\u4efd\u5e73\u53f0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u652f\u6301\u56fd\u5bb6\u8303\u56f4\u3001\u5177\u4f53\u5e94\u7528\u5782\u76f4\u9886\u57df\uff08\u5982\u91d1\u878d\u79d1\u6280\u3001\u5176\u4ed6\u8eab\u4efd\u63d0\u4f9b\u5546\uff09\u4ee5\u53ca\u4ea7\u54c1\u5bf9\u4f20\u7edf\u7e41\u7410\u9a8c\u8bc1\u6d41\u7a0b\uff08\u5982\u624b\u6301\u8bc1\u4ef6\u62cd\u7167\uff09\u7684\u66ff\u4ee3\u6027\u3002\u521b\u59cb\u4eba\u56de\u5e94\u4e86\u6280\u672f\u96c6\u6210\u53ef\u80fd\uff0c\u5e76\u6307\u51fa\u751f\u6210\u5f0fAI\u52a0\u5267\u4e86\u89c6\u89c9\u9a8c\u8bc1\u98ce\u9669\uff0c\u800c\u53ef\u9a8c\u8bc1\u51ed\u8bc1\u662f\u672a\u6765\u65b9\u5411\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 PassportReader\u5207\u5165\u7684\u662f\u4e00\u4e2a\u770b\u4f3c\u6210\u719f\u5374\u5b58\u5728\u5de8\u5927\u6280\u672f\u9e3f\u6c9f\u7684\u5e02\u573a\uff1a\u7ebf\u4e0a\u8eab\u4efd\u9a8c\u8bc1\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u8bfb\u53d6NFC\u82af\u7247\u201d\u8fd9\u4e00\u6280\u672f\u52a8\u4f5c\uff0c\u800c\u5728\u4e8e\u5c06\u539f\u672c\u5c40\u9650\u4e8e\u6d77\u5173\u7b49\u7269\u7406\u573a\u666f\u7684\u9ad8\u5b89\u5168\u6027\u9a8c\u8bc1\u80fd\u529b\uff0c\u901a\u8fc7API democratize\uff08\u6c11\u4e3b\u5316\uff09\u7ed9\u4e86\u5e7f\u5927\u4e92\u8054\u7f51\u5e94\u7528\u3002\u8fd9\u76f4\u6307\u5f53\u524d\u884c\u4e1a\u6700\u8106\u5f31\u7684\u547d\u95e8\u2014\u2014\u5bf9\u201c\u770b\u8d77\u6765\u50cf\u201d\u7684\u4f9d\u8d56\u3002\u751f\u6210\u5f0fAI\u7684\u7206\u53d1\u5f0f\u53d1\u5c55\uff0c\u8ba9\u4f2a\u9020\u751f\u7269\u7279\u5f81\u548c\u8bc1\u4ef6\u56fe\u50cf\u7684\u6210\u672c\u6025\u5267\u964d\u4f4e\uff0c\u4f7f\u5f97\u4f20\u7edfOCR\u52a0\u6d3b\u4f53\u68c0\u6d4b\u7684\u9632\u7ebf\u65e5\u76ca\u582a\u5fe7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u7684\u6311\u6218\u4e0e\u5176\u673a\u9047\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u662f\u8986\u76d6\u5e7f\u5ea6\u4e0e\u6df1\u5ea6\u7684\u77db\u76fe\u3002\u5168\u7403\u5404\u56fd\u8bc1\u4ef6\u6807\u51c6\u3001\u82af\u7247\u534f\u8bae\u548c\u5bc6\u7801\u4f53\u7cfb\u788e\u7247\u5316\u4e25\u91cd\uff0c\u652f\u6301\u56fd\u5bb6\u7684\u6570\u91cf\u76f4\u63a5\u51b3\u5b9a\u4e86\u4ea7\u54c1\u7684\u5e02\u573a\u5929\u82b1\u677f\u548c\u5b9e\u7528\u6027\u3002\u5176\u6b21\uff0c\u662f\u7528\u6237\u4f53\u9a8c\u7684\u786c\u4ef6\u4f9d\u8d56\u3002NFC\u8bfb\u53d6\u8981\u6c42\u7528\u6237\u62e5\u6709\u5177\u5907NFC\u529f\u80fd\u7684\u667a\u80fd\u624b\u673a\u5e76\u5b8c\u6210\u8fd1\u8ddd\u79bb\u63a5\u89e6\u64cd\u4f5c\uff0c\u8fd9\u5728\u7528\u6237\u4f53\u9a8c\u6d41\u7a0b\u4e2d\u589e\u52a0\u4e86\u4e00\u4e2a\u5173\u952e\u4f46\u53ef\u80fd\u5361\u987f\u7684\u73af\u8282\uff0c\u53ef\u80fd\u5f71\u54cd\u8f6c\u5316\u7387\u3002\u6700\u540e\uff0c\u662f\u6765\u81ea\u76d1\u7ba1\u548c\u66ff\u4ee3\u65b9\u6848\u7684\u957f\u671f\u535a\u5f08\u3002\u6b27\u76df\u6570\u5b57\u8eab\u4efd\u94b1\u5305\uff08EUDI\uff09\u7b49\u53ef\u9a8c\u8bc1\u51ed\u8bc1\u4f53\u7cfb\u65e8\u5728\u4ece\u6e90\u5934\u91cd\u6784\u6570\u5b57\u8eab\u4efd\u751f\u6001\uff0c\u82e5\u8fd9\u7c7b\u6807\u51c6\u5e7f\u6cdb\u63a8\u884c\uff0c\u5bf9\u73b0\u6709\u8bc1\u4ef6\u7684\u201c\u9a8c\u8bc1\u201d\u9700\u6c42\u672c\u8eab\u53ef\u80fd\u4f1a\u88ab\u9010\u6e10\u8fb9\u7f18\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cPassportReader\u7684\u5b9a\u4f4d\u66f4\u5e94\u662f\u4e00\u4e2a\u201c\u5173\u952e\u8fc7\u6e21\u671f\u7684\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u5728\u6570\u5b57\u8eab\u4efd\u5b8c\u5168\u666e\u53ca\u524d\u7684\u6f2b\u957f\u7a7a\u7a97\u671f\uff0c\u5e02\u573a\u6025\u9700\u4e00\u9053\u80fd\u62b5\u5fa1\u6df1\u5ea6\u4f2a\u9020\u653b\u51fb\u7684\u53ef\u9760\u9632\u7ebf\u3002\u5b83\u7684\u6210\u529f\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u6280\u672f\u7a33\u5b9a\u6027\uff0c\u66f4\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5feb\u901f\u7ed1\u5b9a\u91d1\u878d\u79d1\u6280\u3001\u5171\u4eab\u7ecf\u6d4e\u7b49\u9ad8\u51c0\u503c\u3001\u5f3a\u5408\u89c4\u573a\u666f\uff0c\u6210\u4e3a\u5176\u53cd\u6b3a\u8bc8\u5806\u6808\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u73af\uff0c\u5e76\u4ee5\u6b64\u4e3a\u57fa\u7840\uff0c\u5411\u66f4\u5e7f\u6cdb\u7684\u6570\u5b57\u51ed\u8bc1\u9a8c\u8bc1\u9886\u57df\u5e73\u6ed1\u6f14\u8fdb\u3002\u5b83\u5356\u7684\u4e0d\u4ec5\u662fAPI\uff0c\u66f4\u662f\u5728\u6570\u5b57\u4fe1\u4efb\u5d29\u584c\u65f6\u4ee3\u91cc\u7684\u4e00\u4efd\u4fdd\u9669\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\">PassportReader<\/span>\n <\/div>\n<div class=\"comment-content\">PassportReader is an API for verifying passports, ID cards, and digital credentials using NFC and cryptographic validation. Most identity systems check if a document looks real. PassportReader verifies that it is real, by reading secure chips and validating signatures. Built for developers and identity platforms that need reliable verification without building complex infrastructure.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\udc4b<\/p>\n<p>Thrilled to launch PassportReader today! \ud83d\ude80<\/p>\n<p>Most identity verification relies on visual checks only (does it <strong>look real<\/strong>?), rather than actually verifying that the document <strong>is real<\/strong>. <\/p>\n<p>We built PassportReader to change that.<\/p>\n<p>PassportReader reads the NFC chip in passports and ID cards, validates the cryptographic signatures, and returns structured identity data via a simple API.<\/p>\n<p>We\u2019re now extending this to digital credentials as well (mDL, EUDI wallets).<\/p>\n<p>Would love feedback, especially from anyone building onboarding, KYC, or identity flows. <br \/>Happy to answer any technical questions!<\/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\/@robertarnesson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@robertarnesson<\/a> How many countries are supported with this?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Powerful product, congrats.<br \/>\nSeems like integration into fintechs for id verification could be a strong vertical for you.<\/div>\n<div class=\"comment-actions\">\n<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\/@jernigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jernigan<\/a> Thanks, appreciate it!<\/p>\n<\/p>\n<p>And yeah, fintech is a very natural fit, especially around onboarding and fraud, where this becomes a real pain point<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jernigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jernigan<\/a> Another strong vertical is other identity providers. Our tech can be embedded into other id products<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\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 Robert, that distinction between does it look real versus is it actually real is a big one most people probably don\u2019t think about. Was there a specific moment where you saw visual checks fail or realized how easy it is to pass something that looks legit but isn\u2019t?<\/div>\n<div class=\"comment-actions\">\n<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> That’s a great question. <\/p>\n<p>I can’t recall a specific moment – I’d say this has been widely known in the industry for years. <\/p>\n<p>The solutions has been there for a long time – e-Passports and e-ID cards date back 10+ years, but using them effectively online hasn\u2019t really been adopted at scale.<\/p>\n<p>GenAI is now accelerating the problem, and the world is waking up to this.<\/p>\n<p>At the same time, verifiable credentials (like mDLs and EU digital ID wallets) leapfrog this entirely<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 that mean i finally dont have to take a blurry selfie holding my passport next to my face like a hostage or a prisoner?: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\/@eugene_chernyak\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eugene_chernyak<\/a> Yes, finally \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<\/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\/K5ZALE4AS42BPF\" class=\"app-title\">FeatDrop<\/a><\/p>\n<div class=\"one-liner\">Public changelog for builders to share product updates<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">101<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u4ea7\u54c1\u6784\u5efa\u8005\uff08\u5c24\u5176\u662f\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\uff09\u63d0\u4f9b\u516c\u5f00\u66f4\u65b0\u65e5\u5fd7\u53d1\u5e03\u4e0e\u4ea4\u6d41\u7684\u793e\u533a\u5e73\u53f0\uff0c\u89e3\u51b3\u4e86\u4ed6\u4eec\u5728\u65e5\u5e38\u9ad8\u9891\u8fed\u4ee3\u4ea7\u54c1\u65f6\uff0c\u7f3a\u4e4f\u4e13\u5c5e\u3001\u975e\u5783\u573e\u4fe1\u606f\u5316\u7684\u6e20\u9053\u6765\u5206\u4eab\u8fdb\u5c55\u3001\u83b7\u53d6\u53cd\u9988\u548c\u79ef\u7d2f\u65e9\u671f\u53d7\u4f17\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a960d89-f21a-4e3b-b64e-46819ee3df43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/55a69634-32f7-43fc-bae6-5f96b2cbfeca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/27d44be1-53c0-4a0a-b4a4-a886b0b562d6.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\/869c3bf2-0654-4332-86d0-a025b20f39d6.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/M3U4tfQFOf8\"><source src=\"https:\/\/youtu.be\/M3U4tfQFOf8\" 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\">Growth Hacking<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Community<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4ea7\u54c1\u66f4\u65b0\u65e5\u5fd7<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u793e\u533a<\/span><br \/>\n <span class=\"tag\">\u516c\u5f00\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8fed\u4ee3<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u8fdb\u5ea6\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u793e\u7fa4\u4e92\u52a8<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u516c\u5f00\u6784\u5efa\u201d\u6e20\u9053\u7f3a\u5931\u7684\u75db\u70b9\uff0c\u8ba4\u4e3a\u53ef\u80fd\u5f62\u6210\u6709\u76ca\u7684\u4ea7\u54c1\u5f00\u53d1\u4e60\u60ef\u95ed\u73af\u3002\u4e3b\u8981\u53cd\u9988\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u5173\u6ce8\u96f6\u7c89\u4e1d\u542f\u52a8\u9636\u6bb5\u7684\u66dd\u5149\u6709\u6548\u6027\u3001\u8be2\u95ee\u662f\u5426\u589e\u52a0\u793e\u4ea4\u5e73\u53f0\u4ea4\u53c9\u53d1\u5e03\u529f\u80fd\u3001\u6307\u51fa\u90e8\u5206\u4ea4\u4e92\u4f53\u9a8c\u95ee\u9898\uff08\u5982\u8fd4\u56de\u540e\u9875\u9762\u91cd\u7f6e\uff09\uff0c\u4ee5\u53ca\u63a2\u8ba8\u5176\u4e0e\u73b0\u6709\u5e73\u53f0\u5dee\u5f02\u5316\u548c\u589e\u957f\u7b56\u7565\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 FeatDrop \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u793e\u4ea4\u5e73\u53f0\u548c\u53d1\u5e03\u793e\u533a\u6240\u5ffd\u89c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u4ea7\u54c1\u9ad8\u9891\u3001\u5fae\u5c0f\u8fed\u4ee3\u7684\u201c\u8f7b\u91cf\u7ea7\u201d\u53d1\u5e03\u9700\u6c42\u3002\u5b83\u672c\u8d28\u4e0a\u4e0d\u662f\u53e6\u4e00\u4e2a Product Hunt\uff0c\u800c\u662f\u4e00\u4e2a\u201cProduct Hunt Daily\u201d\u2014\u2014\u5c06\u4ea7\u54c1\u53d9\u4e8b\u7684\u9897\u7c92\u5ea6\u4ece\u201c\u91cd\u78c5\u53d1\u5e03\u201d\u7ec6\u5316\u5230\u201c\u65e5\u5e38\u63a8\u8fdb\u201d\uff0c\u8fd9\u6070\u597d\u5339\u914d\u4e86\u73b0\u4ee3\u654f\u6377\u5f00\u53d1\u4e0e\u72ec\u7acb\u5f00\u53d1\u8005\u201c\u5c0f\u6b65\u5feb\u8dd1\u201d\u7684\u8282\u594f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u805a\u5408\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u8ba4\u77e5\u5b89\u5168\u533a\u201d\u3002\u5728Twitter\u3001Reddit\u7b49\u5e7f\u573a\u5f0f\u5e73\u53f0\u4e0a\uff0c\u65e5\u66f4\u884c\u4e3a\u6781\u6613\u88ab\u7b97\u6cd5\u6216\u793e\u533a\u89c4\u5219\u5224\u5b9a\u4e3a\u5783\u573e\u4fe1\u606f\uff0c\u5bfc\u81f4\u5f00\u53d1\u8005\u9677\u5165\u201c\u96f6\u5173\u6ce8\u5ea6\u9677\u9631\u201d\u6216\u5fc3\u7406\u632b\u8d25\u3002FeatDrop\u901a\u8fc7\u91cd\u5851\u793e\u533a\u89c4\u5219\u4e0e\u9884\u671f\uff0c\u5c06\u201c\u65e5\u66f4\u5341\u6b21\u201d\u4ece\u6f5c\u5728\u7684\u9a9a\u6270\u884c\u4e3a\u8f6c\u5316\u4e3a\u503c\u5f97\u9f13\u52b1\u7684\u201c\u8363\u8a89\u52cb\u7ae0\u201d\uff0c\u8fd9\u964d\u4f4e\u4e86\u5206\u4eab\u7684\u5fc3\u7406\u95e8\u69db\uff0c\u6709\u671b\u6c47\u96c6\u9ad8\u8d28\u91cf\u3001\u539f\u751f\u7684\u6784\u5efa\u8fdb\u7a0b\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6838\u5fc3\u6311\u6218\u4e0e\u673a\u9047\u5e76\u5b58\u3002\u6311\u6218\u5728\u4e8e\u5982\u4f55\u7834\u89e3\u201c\u51b7\u542f\u52a8\u6096\u8bba\u201d\uff1a\u4e00\u4e2a\u4ee5\u65f6\u95f4\u7ebf\u4e3a\u5e8f\u7684\u5e7f\u573a\uff0c\u82e5\u6ca1\u6709\u8db3\u591f\u591a\u7684\u89c2\u4f17\uff0c\u65e9\u671f\u53d1\u5e03\u8005\u4f9d\u7136\u662f\u5728\u5bf9\u865a\u7a7a\u5450\u558a\u3002\u8fd9\u8981\u6c42\u5e73\u53f0\u5fc5\u987b\u5728\u5de5\u5177\u5c5e\u6027\uff08\u5982\u66f4\u65b0\u65e5\u5386\u3001\u6570\u636e\u7edf\u8ba1\uff09\u548c\u7f51\u7edc\u6548\u5e94\u4e4b\u95f4\u5feb\u901f\u53d6\u5f97\u5e73\u8861\uff0c\u6216\u8bb8\u9700\u8981\u5f15\u5165\u66f4\u667a\u80fd\u7684\u63a8\u8350\u673a\u5236\u6216\u4e3b\u9898\u8ba2\u9605\u6765\u63d0\u5347\u96f6\u7c89\u4e1d\u7528\u6237\u7684\u53ef\u89c1\u6027\u3002\u673a\u9047\u5219\u5728\u4e8e\uff0c\u82e5\u80fd\u6210\u529f\u6c47\u805a\u4e00\u6279\u5fe0\u5b9e\u7684\u201c\u6784\u5efa\u8005\u201d\u4e0e\u201c\u65e9\u671f\u4ea7\u54c1\u89c2\u5bdf\u8005\u201d\uff0c\u5b83\u5c06\u4e0d\u4ec5\u662f\u4e00\u4e2a\u53d1\u5e03\u6e20\u9053\uff0c\u66f4\u53ef\u80fd\u6210\u4e3a\u4e00\u4e2a\u72ec\u7279\u7684\u4ea7\u54c1\u8d8b\u52bf\u6316\u6398\u77ff\u573a\u548c\u65e9\u671f\u53cd\u9988\u6e90\uff0c\u5176\u6570\u636e\u4ef7\u503c\uff08\u5982\u66f4\u65b0\u9891\u7387\u4e0e\u793e\u533a\u53cd\u54cd\u7684\u5173\u7cfb\uff09\u53ef\u80fd\u884d\u751f\u51fa\u66f4\u6df1\u5c42\u7684\u6d1e\u5bdf\u670d\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u5c06\u5176\u5b9a\u4f4d\u4e3a\u66f4\u9002\u5408\u72ec\u7acb\u5f00\u53d1\u8005\u800c\u975e\u5927\u56e2\u961f\uff0c\u662f\u660e\u667a\u7684\u5dee\u5f02\u5316\u7b56\u7565\u3002\u5927\u56e2\u961f\u6709\u8db3\u591f\u7684\u58f0\u91cf\u6e20\u9053\uff0c\u800c\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u65e5\u5e38\u52aa\u529b\u624d\u662f\u771f\u6b63\u9700\u8981\u88ab\u201c\u770b\u89c1\u201d\u7684\u3002\u80fd\u5426\u5c06\u8fd9\u79cd\u201c\u88ab\u770b\u89c1\u7684\u9700\u6c42\u201d\u8f6c\u5316\u4e3a\u53ef\u6301\u7eed\u7684\u793e\u533a\u4e92\u52a8\u4e0e\u589e\u957f\u95ed\u73af\uff0c\u5c06\u662f\u51b3\u5b9aFeatDrop\u662f\u6210\u4e3a\u4e00\u4e2a\u5229\u57fa\u5de5\u5177\uff0c\u8fd8\u662f\u4e00\u4e2a\u5168\u65b0\u4ea7\u54c1\u6587\u5316\u7b56\u6e90\u5730\u7684\u5173\u952e\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\">FeatDrop<\/span>\n <\/div>\n<div class=\"comment-content\">The best product teams build everything in public. FeatDrop is a public changelog community for product builders to share every updates they ship, get feedbacks, and grow audience.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The idea came from a problem I kept running into myself: I ship updates to my side projects on a daily basis, but there\u2019s no real place to share those updates unless you already have many followers.<\/p>\n<p>Posting on X didn\u2019t do much for me (I have only ~200 followers). Posting on changelog page meant basically nobody saw it. Posting frequently on Reddit felt spammy pretty quickly.<\/p>\n<p>So I made a public product changelog.<\/p>\n<p>Featdrop is kind of like Product Hunt, but instead of launches, people post <strong>product updates<\/strong>. You can have multiple products, post multiple updates every day, and people can see, follow, vote on, and comment on what you\u2019re building.<\/p>\n<p>One feature I personally especially like is the <a href=\"https:\/\/www.featdrop.com\/u\/claude_bot?month=2026-03\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">update calendar<\/a> \u2014 it shows a monthly history of everything you shipped. It feels like a nicer way to show product momentum than just a GitHub graph. (The idea was inspired by an infographic made by ProductCompass)<\/p>\n<p>If you\u2019re actively building, I\u2019d love for you to check it out and happy to hear any feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@allan_jiang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@allan_jiang<\/a> Congrats on the launch, Allan! I\u2019m feeling this in my soul. We\u2019ve been grinding across X, LinkedIn, and Reddit, and let me tell you\u2014the ‘0 Karma’ struggle on Reddit is real and brutal. It\u2019s so hard to build momentum when you\u2019re shouting into a void or getting flagged as spam just for being proud of your daily ships.<\/p>\n<p>FeatDrop feels like the ‘safe haven’ we\u2019ve been looking for\u2014a place where shipping 10 times a day is a badge of honor, not a reason to get banned. I\u2019m definitely moving our project uppdates here!<\/p>\n<p>Quick question: Do you plan to add a ‘Social Cross-posting’ feature? It would be amazing if FeatDrop could help us package these small updates into ‘safe’ social-friendly formats so we can slowly grow those other channels without the pain. Can’t wait to start our calendar streak<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 become a daily habit product if done right . Builders checking in sharing progress getting feedback that loop is strong. The challenge will be making early posts feel rewarding enough.<\/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\/@brian_douglas5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brian_douglas5<\/a> Hi Brian, that’s a good point! I hope this can be a daily good habit, we start with news letters and leaderboards to help builders who submitted their products get more eyeballs.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@brian_douglas5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brian_douglas5<\/a> Thought so too! Will be watching this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What does discoverability actually look like for someone with zero followers on day one? If the feed is chronological and you have no audience yet, you’re basically posting into a void. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_salois\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_salois<\/a> Good question Jared. At the moment, the default feed is ranked by update time, which means if you are among the recent product builders to submit a product update, your update will be shown on top and visible to other people. So right now as long as people submit product updates, it will be seen by others for sure \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>Nice! I’ve been building a product solo and my changelog is basically scattered across commit messages and a markdown file nobody sees. Do you see this working well for solo founders or is it more geared toward teams with a bigger audience already?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@keith_hiyamojo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@keith_hiyamojo<\/a> Hi Keith, yes in fact I think it fits better for solo founders or small teams rather than big teams. Bigger teams usually have more ways to show off their product updates, but it’s usually not the case for solo founders. The goal for FeatDrop is to help solo founders or small teams get their updates seen by the public.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@keith_hiyamojo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@keith_hiyamojo<\/a> Yes, i am a happy customer and this is exactly why i use 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for a useful site, I was looking for something like it tbh for my project and now it landed in my lap \ud83d\ude00 ! Just a note from usability side. When I click on an update and then navigate back to main page, it is kind of annoying that it scrolls me back to top.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@yodalr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yodalr<\/a> Hi Lennart, thanks for the support, and I’m looking at the issue you reported now!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love how it was built because of your personal need. But, don’t we have many platforms like this already?<\/p>\n<p>how are you planning to grow this, make it more intuitive?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@baruns\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@baruns<\/a> Hi Barun, thanks for the support \ud83d\udc4b <\/p>\n<p>For your question: I’m not aware that there are other product communities can allow builders to freely share like 10 product updates per day. In fact, in the past people were simply not able to ship new features in such speed, but now what I noticed is there are more product builders able to ship multiple iterations within a day. FeatDrop is designed to freely post every improvments, without worrying about being spammy to the community.<\/p>\n<p>You mentioned making it more intuitive, anything specific you want to see? \ud83d\ude0a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/NWYPSUW6CCZW2C\" class=\"app-title\">Marble 1.1<\/a><\/p>\n<div class=\"one-liner\">Better lighting and larger scales for 3D world generation<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">90<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Marble 1.1\u53ca\u5176Plus\u7248\u672c\u901a\u8fc7\u63d0\u5347\u5149\u7167\u3001\u753b\u8d28\u53ca\u6269\u5c55\u751f\u6210\u89c4\u6a21\uff0c\u4e3a3D\u5185\u5bb9\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u9ad8\u8d28\u91cf\u3001\u66f4\u5b8f\u5927\u7684\u573a\u666f\u751f\u6210\u89e3\u51b3\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u5feb\u901f\u6784\u5efa\u590d\u67423D\u73af\u5883\u65f6\u7684\u8d28\u91cf\u4e0e\u6548\u7387\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9741d0b0-216e-4c7a-a581-360654181997.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1ed8050b-8562-45f9-bcac-1b7efb1b8dc2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/35205b02-b32a-4339-8444-daca288997d0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cc702eb5-fe82-452c-9b63-601070727683.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\/c2e9627b-9709-4cd0-8337-43d9c7317663.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Ab8ws7kpWEU\"><source src=\"https:\/\/www.youtube.com\/watch?v=Ab8ws7kpWEU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">3D Modeling<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">3D\u751f\u6210<\/span><br \/>\n <span class=\"tag\">AI\u5efa\u6a21<\/span><br \/>\n <span class=\"tag\">\u573a\u666f\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5b6a\u751f<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u865a\u62df\u4e16\u754c<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u6210\u5f0fAI<\/span><br \/>\n <span class=\"tag\">\u56fe\u5f62\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u73af\u5883\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5b98\u65b9\u8bc4\u8bba\u89e3\u91ca\u4e86\u7248\u672c\u5dee\u5f02\uff1a1.1\u7248\u4e13\u6ce8\u4e8e\u63d0\u5347\u753b\u8d28\uff08\u5149\u7167\u3001\u5bf9\u6bd4\u5ea6\u3001\u51cf\u5c11\u7455\u75b5\uff09\uff0c\u662f\u5b89\u5168\u9ed8\u8ba4\u9009\u62e9\uff1b1.1 Plus\u7248\u5219\u81f4\u529b\u4e8e\u751f\u6210\u66f4\u5e9e\u5927\u590d\u6742\u7684\u73af\u5883\u3002\u7528\u6237\u53cd\u9988\u660e\u786e\u6307\u51fa\u4e86\u4ea7\u54c1\u7684\u6e05\u6670\u5b9a\u4f4d\u4e0e\u9002\u7528\u8def\u5f84\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Marble\u6b64\u6b21\u8fed\u4ee3\u770b\u4f3c\u662f\u4e00\u6b21\u5e38\u89c4\u7684\u201c\u753b\u8d28\u63d0\u5347+\u89c4\u6a21\u6269\u5c55\u201d\u53cc\u6a21\u578b\u66f4\u65b0\uff0c\u5b9e\u5219\u63ed\u793a\u4e86\u5f53\u524d3D\u751f\u6210\u8d5b\u9053\u4e00\u4e2a\u5173\u952e\u7684\u6f14\u8fdb\u65b9\u5411\uff1a\u4ece\u8ffd\u6c42\u201c\u6709\u65e0\u201d\u5230\u89e3\u51b3\u201c\u597d\u574f\u201d\u4e0e\u201c\u5927\u5c0f\u201d\u7684\u5b9e\u7528\u6027\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n 1.1\u7248\u672c\u9488\u5bf9\u5149\u7167\u3001\u5bf9\u6bd4\u5ea6\u548c\u4f2a\u5f71\u7684\u4f18\u5316\uff0c\u76f4\u6307\u5f53\u524dAI\u751f\u62103D\u5185\u5bb9\u7684\u666e\u904d\u987d\u75be\u2014\u2014\u89c6\u89c9\u7c97\u7cd9\u611f\u3002\u8fd9\u5e76\u975e\u70ab\u6280\uff0c\u800c\u662f\u964d\u4f4e\u5546\u7528\u95e8\u69db\u7684\u52a1\u5b9e\u4e4b\u4e3e\uff0c\u8ba9\u751f\u6210\u7ed3\u679c\u66f4\u63a5\u8fd1\u53ef\u76f4\u63a5\u4f7f\u7528\u7684\u8d44\u4ea7\u6807\u51c6\u3002\u800c1.1 Plus\u6a21\u578b\u4e3b\u653b\u201c\u89c4\u6a21\u6269\u5c55\u201d\uff0c\u5176\u4ef7\u503c\u66f4\u4e3a\u6df1\u8fdc\u3002\u5b83\u8bd5\u56fe\u6253\u7834\u65e9\u671f3D\u751f\u6210\u5185\u5bb9\u201c\u788e\u7247\u5316\u201d\u3001\u201c\u5b64\u5c9b\u5316\u201d\u7684\u5c40\u9650\uff0c\u5411\u6784\u5efa\u8fde\u8d2f\u3001\u5b8f\u5927\u7684\u865a\u62df\u7a7a\u95f4\u8fc8\u8fdb\u3002\u8fd9\u4e0d\u518d\u662f\u751f\u6210\u4e00\u4e2a\u5b64\u7acb\u6a21\u578b\uff0c\u800c\u662f\u5411\u201c\u4e16\u754c\u751f\u6210\u201d\u7684\u8303\u7574\u63a2\u7d22\uff0c\u5176\u5e94\u7528\u573a\u666f\u4ece\u5355\u54c1\u5c55\u793a\u5927\u5e45\u8dc3\u5347\u81f3\u6e38\u620f\u5173\u5361\u3001\u865a\u62df\u573a\u666f\u4e43\u81f3\u6570\u5b57\u5b6a\u751f\u57ce\u5e02\u7684\u6784\u5efa\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u53cc\u6a21\u578b\u7b56\u7565\u672c\u8eab\u4e5f\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u201c1.1\u57fa\u7840\u7248\u201d\u4e0e\u201c1.1 Plus\u7248\u201d\u7684\u6e05\u6670\u5212\u5206\uff0c\u5728\u63d0\u4f9b\u660e\u786e\u9009\u62e9\u7684\u540c\u65f6\uff0c\u4e5f\u6697\u793a\u4e86\u6280\u672f\u5c1a\u672a\u80fd\u5b8c\u7f8e\u517c\u987e\u201c\u6781\u81f4\u753b\u8d28\u201d\u4e0e\u201c\u8d85\u5927\u5c3a\u5ea6\u201d\uff0c\u7528\u6237\u4ecd\u9700\u6839\u636e\u573a\u666f\u5728\u201c\u7cbe\u7ec6\u5ea6\u201d\u4e0e\u201c\u89c4\u6a21\u201d\u4e4b\u95f4\u505a\u53d6\u820d\u3002\u8fd9\u66b4\u9732\u4e86\u5e95\u5c42\u7b97\u529b\u6210\u672c\u4e0e\u7b97\u6cd5\u6548\u7387\u7684\u6838\u5fc3\u7ea6\u675f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cMarble\u7684\u66f4\u65b0\u8def\u5f84\u663e\u5f97\u51b7\u9759\u800c\u805a\u7126\u3002\u5b83\u6ca1\u6709\u7a7a\u8c08\u201c\u901a\u75283D AI\u201d\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u5165\u5185\u5bb9\u751f\u4ea7\u6d41\u7a0b\u4e2d\u6700\u8017\u65f6\u7684\u73af\u5883\u6784\u5efa\u73af\u8282\uff0c\u901a\u8fc7\u53ef\u611f\u77e5\u7684\u8d28\u91cf\u4e0e\u89c4\u6a21\u63d0\u5347\u6765\u5151\u73b0\u751f\u4ea7\u529b\u4ef7\u503c\u3002\u5176\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5982\u4f55\u5c06\u8fd9\u4e24\u4e2a\u65b9\u5411\u6700\u7ec8\u878d\u5408\uff0c\u5e76\u5efa\u7acb\u8d77\u8db3\u591f\u9ad8\u7684\u6280\u672f\u58c1\u5792\uff0c\u4ee5\u5e94\u5bf9\u5373\u5c06\u5230\u6765\u7684\u3001\u66f4\u6fc0\u70c8\u76843D\u751f\u6210\u5de5\u5177\u6df7\u6218\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Marble 1.1<\/span>\n <\/div>\n<div class=\"comment-content\">World Labs’ latest 3D generation update introduces two models. Version 1.1 improves lighting, contrast, and reduces artifacts. The 1.1-Plus model automatically expands 3D space coverage to generate significantly larger, more complex environments.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>A simple but interesting Marble update.<\/p>\n<p>Marble 1.1 improves the core image quality side of world generation: better lighting, sharper contrast, and fewer visual artifacts. Then Marble 1.1 Plus pushes on a different axis entirely, letting you create larger and more complex environments.<\/p>\n<p>So the product split is actually quite clean now: start with 1.1 for the safer default, then switch to 1.1 Plus when you want the biggest world possible.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/E65UWOCFXWFDMI\" class=\"app-title\">Mo<\/a><\/p>\n<div class=\"one-liner\">Checks PRs against decisions your team approved in Slack<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">89<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Mo \u662f\u4e00\u6b3e\u901a\u8fc7\u76d1\u542c Slack \u9891\u9053\u4e2d\u7684\u56e2\u961f\u51b3\u7b56\uff0c\u5e76\u5728\u4ee3\u7801\u5408\u5e76\u8bf7\u6c42\uff08PR\uff09\u65f6\u81ea\u52a8\u68c0\u67e5\u4ee3\u7801\u53d8\u66f4\u662f\u5426\u8fdd\u80cc\u5df2\u6279\u51c6\u51b3\u7b56\uff0c\u4ece\u800c\u9632\u6b62\u51b3\u7b56\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u88ab\u65e0\u58f0\u8fdd\u80cc\u7684\u534f\u4f5c\u5de5\u5177\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0de24a2c-904d-4a9d-9347-af86ca0198f4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/af317d97-6746-4e02-97b3-75fe53191b43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ee4b16c0-d684-4cc9-82cf-21e63688a524.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/de4df854-2a33-4979-bea6-fa15d58d6b23.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\">Slack<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6d41\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u51b3\u7b56\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">Slack\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">PR\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u6027\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">DevOps<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u4e3a\u5176@mo\u6279\u51c6\u673a\u5236\u8bbe\u8ba1\u5de7\u5999\u3001\u8f7b\u91cf\u6613\u91c7\u7eb3\u3002\u5f00\u53d1\u8005\u5206\u4eab\u5176\u6e90\u4e8e\u81ea\u8eab\u75db\u70b9\u3002\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u5982\u4f55\u5904\u7406AI\u4ee3\u7406\u521b\u5efa\u7684PR\uff1b\u5982\u4f55\u7cbe\u51c6\u8bc6\u522bSlack\u4e2d\u7684\u6709\u6548\u51b3\u7b56\u800c\u4e0d\u4ea7\u751f\u566a\u97f3\u3002\u56de\u590d\u8bf4\u660e\u5176\u57fa\u4e8eSlack\u5b58\u50a8\u7684\u51b3\u7b56\u8fdb\u884c\u6bd4\u5bf9\uff0c\u5e76\u53ef\u901a\u8fc7\u6307\u4ee4\u8986\u76d6\u65e7\u51b3\u7b56\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 Mo \u5207\u5165\u4e86\u4e00\u4e2a\u6781\u5176\u7cbe\u51c6\u4e14\u88ab\u5ffd\u89c6\u7684\u7f1d\u9699\uff1a\u56e2\u961f\u6c9f\u901a\u4e0e\u4ee3\u7801\u6267\u884c\u4e4b\u95f4\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u65ad\u5c42\u3002\u5b83\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u4e0a\u7684\u4ee3\u7801\u5ba1\u67e5\uff0c\u800c\u5728\u4e8e\u5145\u5f53\u4e86\u4e00\u4e2a\u201c\u5236\u5ea6\u6027\u8bb0\u5fc6\u201d\u7684\u5f3a\u5236\u6267\u884c\u8005\u3002\u56e2\u961f\u5728Slack\u7b49\u5373\u65f6\u901a\u8baf\u5de5\u5177\u4e2d\u8fbe\u6210\u7684\u5171\u8bc6\uff0c\u5f80\u5f80\u56e0\u7f3a\u4e4f\u4e0e\u5f00\u53d1\u6d41\u7a0b\u7684\u521a\u6027\u8fde\u63a5\u800c\u6d41\u5931\uff0cMo\u8bd5\u56fe\u7528\u81ea\u52a8\u5316\u6865\u6881\u586b\u8865\u8fd9\u4e00\u7a7a\u767d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u8f7b\u91cf\u7ea7\u201d\u8bbe\u8ba1\u662f\u53cc\u5203\u5251\u3002\u5de7\u5999\u5229\u7528@\u63d0\u53ca\u4f5c\u4e3a\u89e6\u53d1\u70b9\uff0c\u964d\u4f4e\u4e86\u91c7\u7528\u95e8\u69db\uff0c\u907f\u514d\u4e86\u590d\u6742\u7684\u6d41\u7a0b\u6539\u9020\uff0c\u8fd9\u662f\u5176\u6700\u5927\u4f18\u70b9\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u5c40\u9650\uff1a\u51b3\u7b56\u7684\u6355\u6349\u4e25\u91cd\u4f9d\u8d56\u56e2\u961f\u6210\u5458\u7684\u81ea\u89c9\u89e6\u53d1\uff08@mo approve\uff09\uff0c\u8fd9\u672c\u8d28\u4e0a\u5c06\u6d41\u7a0b\u6f0f\u6d1e\u4ece\u201c\u5fd8\u8bb0\u6267\u884c\u51b3\u7b56\u201d\u8f6c\u79fb\u5230\u4e86\u201c\u5fd8\u8bb0\u6807\u8bb0\u51b3\u7b56\u201d\u3002\u867d\u7136\u4ea7\u54c1\u8bd5\u56fe\u901a\u8fc7\u8bfb\u53d6\u5386\u53f2\u6d88\u606f\u548c\u63d0\u4f9b\u95e8\u6237\u6765\u7f13\u89e3\uff0c\u4f46\u5e76\u672a\u4ece\u6839\u672c\u4e0a\u89e3\u51b3\u201c\u51b3\u7b56\u5f62\u5f0f\u5316\u201d\u7684\u521d\u59cb\u6210\u672c\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u7684\u6311\u6218\u5728\u4e8e\u51b3\u7b56\u7684\u201c\u4e0a\u4e0b\u6587\u201d\u4e0e\u201c\u65f6\u6548\u6027\u201d\u3002Slack\u4e2d\u7684\u8ba8\u8bba\u5f80\u5f80\u662f\u788e\u7247\u5316\u4e14\u5145\u6ee1\u8bed\u5883\u7684\uff0c\u7b80\u5355\u7684\u4e00\u53e5\u201c\u6279\u51c6\u201d\u80fd\u5426\u51c6\u786e\u6355\u6349\u51b3\u7b56\u7684\u8fb9\u754c\u548c\u6761\u4ef6\uff1f\u5f53\u4e1a\u52a1\u903b\u8f91\u53d1\u751f\u6f14\u53d8\u65f6\uff0c\u5982\u4f55\u4f18\u96c5\u5730\u7ba1\u7406\u51b3\u7b56\u7684\u7248\u672c\u548c\u8986\u76d6\u5173\u7cfb\uff1f\u8bc4\u8bba\u4e2d\u5173\u4e8eAI\u4ee3\u7406\u548c\u566a\u97f3\u7ba1\u7406\u7684\u7591\u95ee\uff0c\u6b63\u6233\u4e2d\u4e86\u5176\u5728\u590d\u6742\u3001\u52a8\u6001\u5f00\u53d1\u73af\u5883\u4e0b\u7684\u9002\u7528\u6027\u8fb9\u754c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cMo\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u201c\u75db\u70b9\u9a8c\u8bc1\u578b\u201d\u4ea7\u54c1\u3002\u5b83\u6e05\u6670\u5730\u5b9a\u4e49\u5e76\u89e3\u51b3\u4e86\u4e00\u4e2a\u771f\u5b9e\u3001\u9ad8\u9891\u7684\u534f\u4f5c\u95ee\u9898\uff0c\u5176\u521d\u6b65\u65b9\u6848\u5c55\u73b0\u4e86\u5de7\u601d\u3002\u4f46\u5b83\u6240\u89e6\u53ca\u7684\uff0c\u5b9e\u5219\u662f\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u201c\u975e\u6280\u672f\u6027\u503a\u52a1\u201d\u7684\u7ba1\u7406\u96be\u9898\u3002\u82e5\u8981\u4ece\u5c0f\u5de7\u5de5\u5177\u6210\u957f\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5b83\u5fc5\u987b\u8fdb\u5316\u51fa\u66f4\u667a\u80fd\u7684\u51b3\u7b56\u6355\u83b7\u3001\u66f4\u5b8c\u5584\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u4ee5\u53ca\u66f4\u5f3a\u5927\u7684\u4e0e\u73b0\u6709\u9700\u6c42\/\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf\u8026\u5408\u7684\u80fd\u529b\uff0c\u5426\u5219\u53ef\u80fd\u957f\u671f\u505c\u7559\u5728\u201c\u6709\u7528\u4f46\u975e\u5fc5\u9700\u201d\u7684\u8f85\u52a9\u5de5\u5177\u8303\u7574\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\">Mo<\/span>\n <\/div>\n<div class=\"comment-content\">Your team agrees on something in Slack. Two weeks later a PR quietly breaks it. Nobody catches it until QA \u2014 or after deploy. Mo watches a Slack channel for decisions. When someone tags @mo to approve something, it stores it. When a PR opens, Mo checks the diff against every approved decision and flags conflicts before merge. It doesn’t review code quality. It only cares if the code matches what the team actually decided.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The @mo to approve mechanic is clever. Lightweight enough that teams might actually adopt it without resistance.<\/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\/@darren_mitchell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@darren_mitchell<\/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\">We built this after it happened to us \u2014 a decision made in Slack<br \/>\ndidn’t make it into the code, and nobody caught it until a customer<br \/>\nhit it in production.<\/p>\n<p>The frustrating part wasn’t the bug. It was that the decision was<br \/>\nright there in #product-decisions. The PR just never got checked<br \/>\nagainst it.<\/p>\n<p>Mo is the connection that was missing. Happy to answer any questions<br \/>\nabout how the decision matching works under the hood.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting approach. Curious how this handles the agent pipeline – when an AI agent opens the PR, does it still catch conflicts with decisions made before the agent was involved? The drift window starts earlier than that.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> thank you. It only compares against decisions stored from Slack. Once installed and named in Slack, it will read the last 50 and ask you which ones you want to add. You also have a portal where you can add more. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How do you decide which Slack discussions actually become enforceable rules without creating noise?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@athsara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@athsara<\/a> once you connect your Slack workspace you can invite @Mo and after a decision has been made, anyone can say @Mo approve this and it will approve it. If new decisions about that are made, for example saying trial should be 14 days when the previous decision was 7, the previous one will be overridden by Mo. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/J7NRO5XPT64QTJ\" class=\"app-title\">Timeliner.io<\/a><\/p>\n<div class=\"one-liner\">The all-in-one workspace for content agencies & editors<\/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>Timeliner\u662f\u4e00\u6b3e\u4e3a\u89c6\u9891\u56e2\u961f\u548c\u5185\u5bb9\u4ee3\u7406\u5546\u6253\u9020\u7684\u4e00\u4f53\u5316\u5de5\u4f5c\u7a7a\u95f4\uff0c\u901a\u8fc7\u6574\u5408\u9879\u76ee\u7ba1\u7406\u3001\u89c6\u9891\u5ba1\u9605\u3001\u5ba2\u6237\u534f\u4f5c\u4e0e\u6587\u4ef6\u7ba1\u7406\uff0c\u89e3\u51b3\u4e86\u89c6\u9891\u5236\u4f5c\u6d41\u7a0b\u4e2d\u5de5\u5177\u5206\u6563\u3001\u6c9f\u901a\u6df7\u4e71\u3001\u7248\u672c\u8ffd\u8e2a\u56f0\u96be\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/89855bff-55d8-422b-909e-f56881633234.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\/235a658d-e877-472a-8a0c-6587bdddaabd.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\/6da2e555-b08a-4e18-89b7-4e9bfac1c05b.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\/16bb2aeb-2211-4952-a2e6-f7c734d90ad1.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\/3840419b-7ce2-4a47-8f92-c7330667773f.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/927e80ca82d9438288af87b3fb9a5e31\"><source src=\"https:\/\/www.loom.com\/share\/927e80ca82d9438288af87b3fb9a5e31\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Video<\/span><br \/>\n <span class=\"tag\">Alpha<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u534f\u4f5c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u4e00\u4f53\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u5ba1\u9605<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u5ba1\u6279<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u4ee3\u7406\u5546<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u751f\u4ea7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u4ecb\u7ecd\u4e86\u4ea7\u54c1\u5f00\u53d1\u80cc\u666f\u5e76\u5bfb\u6c42\u53cd\u9988\u3002\u4e3b\u8981\u7528\u6237\u8be2\u95ee\u4e86\u4e0e\u73b0\u6709\u5e73\u53f0\/\u5de5\u4f5c\u6d41\u7684\u6df1\u5ea6\u96c6\u6210\u53ef\u80fd\u6027\uff0c\u8868\u73b0\u51fa\u5bf9API\u6216\u81ea\u52a8\u5316\u521b\u5efa\u9879\u76ee\u3001\u540c\u6b65\u6570\u636e\u7684\u9700\u6c42\uff0c\u521b\u59cb\u4eba\u5df2\u9080\u8bf7\u5176\u8fdb\u4e00\u6b65\u6c9f\u901a\u5408\u4f5c\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 Timeliner\u7784\u51c6\u7684\u662f\u4e00\u4e2a\u660e\u786e\u4e14\u68d8\u624b\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u4e13\u4e1a\u89c6\u9891\u5236\u4f5c\u4e0e\u5185\u5bb9\u4ee3\u7406\u7684\u6d41\u7a0b\u7ba1\u7406\u3002\u5176\u5ba3\u79f0\u8981\u53d6\u4ee3Frame.io\uff08\u4e13\u4e1a\u5ba1\u9605\uff09\u3001ClickUp\uff08\u9879\u76ee\u7ba1\u7406\uff09\u3001Google Drive\uff08\u6587\u4ef6\u5b58\u50a8\uff09\u53ca\u7535\u5b50\u8868\u683c\u7684\u7ec4\u5408\uff0c\u91ce\u5fc3\u4e0d\u5c0f\uff0c\u4e5f\u76f4\u6307\u884c\u4e1a\u6838\u5fc3\u987d\u75be\u2014\u2014\u5728\u521b\u610f\u4e0e\u6c9f\u901a\u7684\u6df7\u6c8c\u4e2d\uff0c\u6548\u7387\u88ab\u65e0\u6570\u4e2a\u5207\u6362\u7a97\u53e3\u548c\u788e\u7247\u5316\u4fe1\u606f\u541e\u566c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u5806\u53e0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u7528\u201c\u9879\u76ee\u201d\u800c\u975e\u201c\u6587\u4ef6\u201d\u4f5c\u4e3a\u6838\u5fc3\u6570\u636e\u6a21\u578b\uff0c\u91cd\u65b0\u4e32\u8054\u8d77\u89c6\u9891\u4ece\u8349\u7a3f\u5230\u4ea4\u4ed8\u3001\u4ed8\u6b3e\u7684\u5168\u94fe\u8def\u3002\u65f6\u95f4\u6233\u6279\u6ce8\u3001\u4e00\u952e\u5ba1\u6279\u7b49\u529f\u80fd\u662f\u8868\uff0c\u5176\u91cc\u662f\u8bd5\u56fe\u5c06\u975e\u7ed3\u6784\u5316\u7684\u521b\u610f\u53cd\u9988\u548c\u51b3\u7b56\u8fc7\u7a0b\u7ed3\u6784\u5316\u3001\u53ef\u8ffd\u8e2a\u3002\u8fd9\u6293\u4f4f\u4e86\u4e13\u4e1a\u670d\u52a1\u4e2d\u201c\u8fc7\u7a0b\u53ef\u8ffd\u6eaf\u3001\u8d23\u4efb\u53ef\u754c\u5b9a\u201d\u7684\u9690\u6027\u521a\u9700\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u96c6\u6210\u5de5\u5177\u5f80\u5f80\u9762\u4e34\u201c\u5168\u800c\u4e0d\u7cbe\u201d\u7684\u8d28\u7591\uff0c\u4e13\u4e1a\u7528\u6237\u5bf9\u6df1\u5ea6\u529f\u80fd\u7684\u5fe0\u8bda\u5ea6\u6781\u9ad8\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u6f5c\u5728\u5ba2\u6237\u7684\u9996\u8981\u5173\u5207\u662fAPI\u4e0e\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u96c6\u6210\uff0c\u8fd9\u63ed\u793a\u4e86B2B SaaS\u7684\u751f\u5b58\u6cd5\u5219\uff1a\u5e76\u975e\u53d6\u4ee3\u6240\u6709\u5de5\u5177\uff0c\u800c\u662f\u80fd\u5426\u6210\u4e3a\u7075\u6d3b\u7684\u4e2d\u67a2\u3002\u6700\u540e\uff0c$19\/\u6708\u7684\u8d77\u4ef7\u5207\u5165\u7ade\u4e89\u7ea2\u6d77\uff0c\u9700\u5728\u901a\u7528\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u4e0e\u5782\u76f4\u4e13\u4e1a\u5de5\u5177\uff08\u5982Frame.io\uff09\u7684\u5939\u51fb\u4e2d\uff0c\u7cbe\u51c6\u8bc1\u660e\u5176\u201c\u4e00\u4f53\u5316\u201d\u5e26\u6765\u7684\u7efc\u5408\u6210\u672c\u4f18\u52bf\u4e0e\u4f53\u9a8c\u63d0\u5347\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u201c\u8db3\u591f\u4e13\u4e1a\u201d\u4e0e\u201c\u8db3\u591f\u5f00\u653e\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Timeliner.io<\/span>\n <\/div>\n<div class=\"comment-content\">Timeliner replaces Frame.io, ClickUp, Google Drive, and spreadsheets with one dashboard built for video agencies and editors. Leave timecoded comments (text, drawings, voice memos), get client approvals via WhatsApp or email in one click, assign editors, track versions, and track payments- all without switching tools. 200+ Editors & Agencies already inside. Plans from $19\/mo with a 14-day free trial.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt!<br \/>\nI\u2019m Noam, founder of Timeliner.<\/p>\n<p>After years of running video teams and dealing with the chaos of scattered tools, endless WhatsApp messages, missing files, messy revision rounds, and unclear approvals, I decided to build the system I wish we had.<\/p>\n<p>Timeliner is built for video teams, agencies, and content operations that need more than just file sharing or generic project management. It brings project tracking, video review, client collaboration, approvals, and file organization into one place.<\/p>\n<p>With Timeliner, you can:<\/p>\n<p>Manage video projects in a clear workflow<br \/>\nCollect timestamped feedback directly on videos<br \/>\nKeep client approvals organized<br \/>\nCentralize files, briefs, and deliverables<br \/>\nReduce back-and-forth across multiple tools<\/p>\n<p>We rebuilt the product from the ground up to make it faster, cleaner, and more aligned with how modern video teams actually work.<\/p>\n<p>Would love your support, feedback, and brutal honesty.<br \/>\nWhat\u2019s the most frustrating part of your current video workflow?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love what you are doing, is it built to integrate with existing tools or workflows?<br \/>I have a tool that create content for users, and we want to add an agency service on top of it as a premium offer.<br \/>I need an input where my platform create a new project automatically, with media, inputs and requirements.<br \/>I need my platform to connect the client data to collaborate with through your platform.<br \/>And how to add results in my 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\/@bengeekly\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengeekly<\/a> Hey Ben, sounds possible, reach out to me in <a href=\"mailto:noam@timeliner.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">noam@timeliner.io<\/a> and we will see how we can collab on 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<\/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\/YPJBGVIS3FI2O2\" class=\"app-title\">RoomieU<\/a><\/p>\n<div class=\"one-liner\">The roommate matching app built for college students<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">84<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u5927\u5b66\u751f\u8bbe\u8ba1\u7684\u5ba4\u53cb\u5339\u914d\u5e94\u7528\uff0c\u901a\u8fc7\u57fa\u4e8e\u751f\u6d3b\u4e60\u60ef\u548c\u504f\u597d\u7684\u7b97\u6cd5\uff0c\u5728\u5165\u5b66\u524d\u89e3\u51b3\u968f\u673a\u5206\u914d\u6216\u76f2\u76ee\u5bfb\u627e\u5ba4\u53cb\u5e26\u6765\u7684\u517c\u5bb9\u6027\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ebd6a0d7-1c93-4be2-a4a0-13d1e88d95c0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a4d628a-5b1b-4733-ab55-24316d0c63e6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/917504af-0129-4d08-8253-927a156fb907.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Messaging<\/span><br \/>\n <span class=\"tag\">School<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5927\u5b66\u751f\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u4f4f\u5bbf\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u6821\u56ed\u751f\u6d3b<\/span><br \/>\n <span class=\"tag\">\u5ba4\u53cb\u5bfb\u627e<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u65b9\u5f0f\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5b66\u751f\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u201c\u6821\u5185\u5339\u914d\u201d\u6838\u5fc3\u6982\u5ff5\uff0c\u8ba4\u4e3a\u968f\u673a\u5206\u914d\u5982\u540c\u8d4c\u535a\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u51b7\u542f\u52a8\u548c\u89c4\u6a21\u5316\u4e0a\uff0c\u5373\u5982\u4f55\u786e\u4fdd\u5355\u4e2a\u5b66\u6821\u6709\u8db3\u591f\u7528\u6237\u5f62\u6210\u6709\u6548\u5339\u914d\uff0c\u4ee5\u53ca\u4ece\u9996\u53d1\u6821\u56ed\u5411\u5176\u4ed6\u6821\u56ed\u6269\u5f20\u7684\u7b56\u7565\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 RoomieU\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u521a\u6027\u9700\u6c42\u5e02\u573a\uff1a\u5927\u5b66\u65b0\u751f\u7684\u4f4f\u5bbf\u793e\u4ea4\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u591a\u590d\u6742\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u968f\u673a\u5206\u914d\u201d\u8fd9\u4e00\u4f20\u7edf\u5236\u5ea6\u7684\u53cd\u53db\u4e0e\u4f18\u5316\u3002\u5b83\u5c06 roommate matching \u4ece\u201c\u5730\u7406\u4e34\u8fd1\u201d\u6216\u201c\u7eaf\u7cb9\u968f\u673a\u201d\u7684\u5c42\u9762\uff0c\u63d0\u5347\u81f3\u201c\u751f\u6d3b\u65b9\u5f0f\u517c\u5bb9\u201d\u7684\u7ef4\u5ea6\uff0c\u8fd9\u662f\u5176\u6700\u7280\u5229\u7684\u5356\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u73af\u4e4b\u4e0b\u9690\u85cf\u7740\u5178\u578b\u7684\u53cc\u8fb9\u5e02\u573a\u5730\u72f1\u3002\u4ea7\u54c1\u7684\u6548\u7528\u4e0e\u5355\u4e2a\u6821\u56ed\u5185\u7684\u7528\u6237\u5bc6\u5ea6\u4e25\u683c\u6b63\u76f8\u5173\uff0c\u8fd9\u8981\u6c42\u56e2\u961f\u5fc5\u987b\u91c7\u53d6\u201c\u5730\u6bef\u5f0f\u8f70\u70b8\u201d\u7684\u6821\u56ed\u63a8\u5e7f\u7b56\u7565\uff0c\u9010\u4e2a\u5b66\u6821\u653b\u514b\uff0c\u8fd0\u8425\u91cd\u8d44\u4ea7\u7279\u6027\u660e\u663e\u3002\u4ece\u521b\u59cb\u4eba\u7684\u56de\u5e94\u770b\uff0c\u5176\u601d\u8def\u4ecd\u505c\u7559\u5728\u529f\u80fd\u5b9e\u73b0\u4e0e\u5730\u57df\u6269\u5f20\uff0c\u5bf9\u5982\u4f55\u6784\u5efa\u6821\u56ed\u5927\u4f7f\u4f53\u7cfb\u3001\u5982\u4f55\u4e0e\u5b66\u6821\u4f4f\u5bbf\u529e\u516c\u5ba4\u5efa\u7acb\u5408\u4f5c\u6216\u5bf9\u6297\u3001\u5982\u4f55\u8bbe\u8ba1\u6fc0\u52b1\u4ee5\u8de8\u8d8a\u521d\u59cb\u7528\u6237\u4e34\u754c\u70b9\u7b49\u66f4\u6df1\u5c42\u7684\u589e\u957f\u95ee\u9898\uff0c\u5c1a\u672a\u5c55\u73b0\u51fa\u6210\u719f\u7684\u7b56\u7565\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u5916\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4f9d\u8d56\u201c\u514d\u8d39+\u9ad8\u7ea7\u529f\u80fd\u201d\u6a21\u5f0f\uff0c\u4f46\u5728\u5b66\u751f\u8fd9\u4e2a\u4ef7\u683c\u654f\u611f\u7fa4\u4f53\u4e2d\uff0c\u4f55\u79cd\u529f\u80fd\u8db3\u4ee5\u9a71\u52a8\u4ed8\u8d39\u4e14\u4e0d\u635f\u5bb3\u5339\u914d\u6c60\u89c4\u6a21\uff0c\u662f\u4e00\u5927\u8003\u9a8c\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u4e0eFacebook\u7fa4\u7ec4\u7b49\u514d\u8d39\u4f46\u7c97\u7cd9\u7684\u89e3\u51b3\u65b9\u6848\u7ade\u4e89\uff0c\u5176\u6ea2\u4ef7\u5168\u90e8\u6765\u81ea\u4e8e\u201c\u7cbe\u51c6\u5339\u914d\u201d\u6240\u8282\u7701\u7684\u7b5b\u9009\u6210\u672c\u548c\u6f5c\u5728\u51b2\u7a81\u98ce\u9669\u3002\u80fd\u5426\u5c06\u8fd9\u79cd\u201c\u9884\u9632\u51b2\u7a81\u201d\u7684\u4ef7\u503c\u8d27\u5e01\u5316\uff0c\u5c06\u51b3\u5b9a\u5176\u53ef\u6301\u7eed\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cRoomieU\u6784\u60f3\u4f18\u7f8e\uff0c\u75db\u70b9\u6293\u5f97\u51c6\uff0c\u4f46\u771f\u6b63\u7684\u6218\u5f79\u624d\u521a\u521a\u5f00\u59cb\u3002\u5b83\u80fd\u5426\u4ece\u4e00\u6b3e\u6ee1\u8db3\u521b\u59cb\u4eba\u81ea\u8eab\u75db\u70b9\u7684\u597d\u5de5\u5177\uff0c\u8fdb\u5316\u6210\u4e00\u4e2a\u5177\u5907\u7f51\u7edc\u6548\u5e94\u7684\u5e73\u53f0\uff0c\u53d6\u51b3\u4e8e\u5176\u7ebf\u4e0b\u6267\u884c\u4e0e\u589e\u957f\u667a\u6167\uff0c\u8fdc\u80dc\u4e8e\u5176\u4ea7\u54c1\u4ee3\u7801\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\">RoomieU<\/span>\n <\/div>\n<div class=\"comment-content\">Finding a college roommate shouldn’t be left to luck. RoomieU matches students with compatible roommates at their own school based on lifestyle, habits, and preferences, not random assignment or endless Facebook scrolling. Unlike generic housing platforms, RoomieU is built specifically for college students. Create a profile, get matched with verified students at your school, and message potential roommates all in one place. Free to join, with premium features available.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I’m Lindsay, a college student at Duke and the founder of RoomieU.<br \/>\nThe idea came from my own experience. Freshman year, Duke randomly assigns everyone roommates with completely different sleep schedules, study habits, and living preferences, which made for a really tough year. I also noticed that many of my friends from high school ran into similar problems and if they were able to choose their roommates they did not know where to look.<br \/>\nSo I built RoomieU, a platform where college students can find roommates at their own school based on actual compatibility, not luck.<br \/>\nI’d love to hear from anyone who has been through the college roommate search. What was your experience like? And if you’re a college student, sign up free at roomieu.com, I’m actively building this with student feedback in mind!<\/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\/@lindsayfeinberg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lindsayfeinberg<\/a> Upvoted, not a student, but this is a brilliant idea. Random roommate matching can feel like a gamble.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the idea with school-specific matching. Generic platforms usually fail because you end up matched with someone on the other side of the country. But it also means you need enough students using it at each school for the matches to actually be useful. How are you thinking about rolling it out campus by campus? Starting with Duke makes sense, but going from the first school to the second is often where things get hard. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Andrzej, for right now it is only USA, but we plan to expand to international universities as well! <a href=\"https:\/\/www.producthunt.com\/@andrzej_zarod\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrzej_zarod\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrzej_zarod<\/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>This is great! Is this USA only?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/MOCFA5KVESUBUU\" class=\"app-title\">StatusStats<\/a><\/p>\n<div class=\"one-liner\">Mac Metrics In Your Menu Bar<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">81<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>StatusStats\u662f\u4e00\u6b3e\u5c06CPU\u3001GPU\u3001\u5185\u5b58\u3001\u6e29\u5ea6\u7b49\u6838\u5fc3\u7cfb\u7edf\u6307\u6807\u5b9e\u65f6\u663e\u793a\u5728Mac\u83dc\u5355\u680f\u7684\u76d1\u63a7\u5de5\u5177\uff0c\u4e3a\u9700\u8981\u968f\u65f6\u638c\u63e1\u7535\u8111\u8fd0\u884c\u72b6\u6001\uff08\u5982\u591a\u4efb\u52a1\u5904\u7406\u3001\u6027\u80fd\u8c03\u8bd5\uff09\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u514d\u53bb\u9891\u7e41\u6253\u5f00\u6d3b\u52a8\u76d1\u89c6\u5668\u7684\u4fbf\u6377\u89e3\u51b3\u65b9\u6848\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/389cd172-1936-4565-913f-14d3c1e38d8c.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/PQcmloA2s08?si=dPt0zUufjP8j9Vxe\"><source src=\"https:\/\/youtu.be\/PQcmloA2s08?si=dPt0zUufjP8j9Vxe\" 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\/2fa56ca6-a8f0-41f9-a70f-2000c263a116.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1c3367b-1a43-4010-8b4b-c57e1f661956.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6df08d57-b63f-456b-bb3f-4e602450afa4.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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7cfb\u7edf\u76d1\u63a7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Mac\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u786c\u4ef6\u72b6\u6001\u76d1\u6d4b<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u6e90\u4e8e\u4e2a\u4eba\u9700\u6c42\uff0c\u65e8\u5728\u6253\u9020\u4e00\u6b3e\u7c7b\u4f3cMSI Afterburner\u7684Mac\u7248\u7b80\u6613\u7cfb\u7edf\u76d1\u89c6\u5668\uff0c\u5e38\u9a7b\u83dc\u5355\u680f\u4ee5\u65b9\u4fbf\u968f\u65f6\u67e5\u770b\u5185\u5b58\u7b49\u4f7f\u7528\u60c5\u51b5\uff0c\u7279\u522b\u662f\u5e94\u5bf9\u6d4f\u89c8\u5668\u591a\u6807\u7b7e\u9875\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 StatusStats\u5207\u5165\u7684\u662f\u4e00\u4e2a\u7ecf\u5178\u4e14\u7ec6\u5206\u7684\u9700\u6c42\u5e02\u573a\uff1a\u7cfb\u7edf\u72b6\u6001\u5b9e\u65f6\u53ef\u89c6\u5316\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u6781\u81f4\u7684\u573a\u666f\u5316\u6574\u5408\u4e0e\u4ea4\u4e92\u7b80\u5316\u3002\u5b83\u5c06\u4e13\u4e1a\u7528\u6237\u9700\u901a\u8fc7\u201c\u6d3b\u52a8\u76d1\u89c6\u5668\u201d\u591a\u6b21\u70b9\u51fb\u624d\u80fd\u83b7\u53d6\u7684\u5206\u6563\u6570\u636e\uff0c\u538b\u7f29\u4e3a\u83dc\u5355\u680f\u7684\u201c\u4e00\u77a5\u201d\u548c\u201c\u4e00\u70b9\u201d\uff0c\u5b9e\u73b0\u4e86\u4ece\u201c\u4e3b\u52a8\u67e5\u8be2\u201d\u5230\u201c\u88ab\u52a8\u611f\u77e5\u201d\u7684\u65e0\u7f1d\u8f6c\u6362\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4ea4\u4e92\u903b\u8f91\u7684\u964d\u7ef4\u6253\u51fb\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\u529f\u80fd\u4e0a\u5b83\u662f\u5bf9\u7cfb\u7edf\u539f\u751f\u80fd\u529b\u7684\u6d45\u5c42\u5c01\u88c5\u4e0e\u754c\u9762\u4f18\u5316\uff0c\u6280\u672f\u58c1\u5792\u6709\u9650\uff0c\u6613\u88ab\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u76ee\u6807\u7528\u6237\u753b\u50cf\u72ed\u7a84\uff1a\u666e\u901a\u7528\u6237\u5bf9\u5b9e\u65f6\u786c\u4ef6\u6570\u636e\u65e0\u611f\uff1b\u4e13\u4e1a\u5f00\u53d1\u8005\u6216\u6027\u80fd\u6781\u5ba2\u5df2\u6709\u66f4\u5f3a\u5927\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff08\u5982htop\u3001nvitop\uff09\u6216\u96c6\u6210\u5f00\u53d1\u73af\u5883\u63d2\u4ef6\u3002\u5176\u771f\u6b63\u7684\u751f\u5b58\u7a7a\u95f4\uff0c\u6216\u8bb8\u5728\u4e8e\u90a3\u4e9b\u201c\u4e2d\u95f4\u7528\u6237\u201d\u2014\u2014\u6bd4\u5982\u540c\u65f6\u5904\u7406\u591a\u9879\u4efb\u52a1\u7684\u5185\u5bb9\u521b\u4f5c\u8005\u3001\u8f7b\u5ea6\u7f16\u7a0b\u7231\u597d\u8005\uff0c\u4ed6\u4eec\u9700\u8981\u8d85\u51fa\u7cfb\u7edf\u9ed8\u8ba4\u3001\u4f46\u53c8\u65e0\u9700\u547d\u4ee4\u884c\u6df1\u5ea6\u7684\u53ef\u89c6\u5316\u4fdd\u969c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5f00\u53d1\u8005\u8bc4\u8bba\u4e2d\u201c\u4e3a\u4e50\u8da3\u800c\u6784\u5efa\u201d\u7684\u8868\u8ff0\uff0c\u4e5f\u80fd\u7aa5\u89c1\u5176\u4ea7\u54c1\u73b0\u9636\u6bb5\u201c\u73a9\u5177\u201d\u5c5e\u6027\u5f3a\u4e8e\u201c\u5de5\u5177\u201d\u5c5e\u6027\u3002\u8981\u7a81\u7834\u74f6\u9888\uff0c\u5b83\u4e0d\u80fd\u6b62\u6b65\u4e8e\u6570\u636e\u7f57\u5217\u3002\u672a\u6765\u7684\u65b9\u5411\u5e94\u662f\u667a\u80fd\u5316\uff1a\u4f8b\u5982\uff0c\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u5185\u5b58\u8017\u5c3d\u98ce\u9669\u5e76\u9884\u8b66\uff1b\u6216\u5173\u8054\u7279\u5b9a\u5e94\u7528\uff08\u5982Chrome\u6807\u7b7e\u9875\u6570\u91cf\uff09\uff0c\u7ed9\u51fa\u201c\u54ea\u4e9b\u5177\u4f53\u8fdb\u7a0b\u6b63\u5728\u6d88\u8017\u8d44\u6e90\u201d\u7684 actionable insights\uff1b\u751a\u81f3\u4e0e\u81ea\u52a8\u5316\u6d41\u7a0b\u7ed3\u5408\uff0c\u5728\u6e29\u5ea6\u8fc7\u9ad8\u65f6\u81ea\u52a8\u8c03\u8282\u98ce\u6247\u7b56\u7565\u3002\u552f\u6709\u4ece\u201c\u4eea\u8868\u76d8\u201d\u8fdb\u5316\u4e3a\u201c\u667a\u80fd\u526f\u9a7e\u201d\uff0c\u624d\u80fd\u6784\u5efa\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u75db\u70b9\u7684\u4f18\u96c5\u65b9\u6848\uff0c\u4f46\u5c1a\u672a\u89e6\u53ca\u7cfb\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u6df1\u5c42\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\">StatusStats<\/span>\n <\/div>\n<div class=\"comment-content\">CPU, GPU, memory, thermals, fans, network, power, storage, and battery always visible in your Mac menu bar. A compact strip sits near the notch showing everything at a glance. Click to expand for detailed metrics.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi, I’m Van! I built StatusStats because I wanted a simple system monitor that lives in the menu bar. Basically my Apple version of MSI Afterburner. Also, I just wanted to build something for fun. I always have Activity Monitor open to watch my memory usage since I have a crazy amount of tabs open sometimes, so I made this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/H5Z77T4MYC4QF2\" class=\"app-title\">PawseKeys<\/a><\/p>\n<div class=\"one-liner\">Shield your keyboard from kids and pets<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">80<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3aMac\u8bbe\u8ba1\u7684\u952e\u76d8\u9501\u5b9a\u5de5\u5177\uff0c\u901a\u8fc7\u4e00\u952e\u5c4f\u853d\u6216Apple Watch\u8fdc\u7a0b\u63a7\u5236\uff0c\u89e3\u51b3\u5728\u5bb6\u529e\u516c\u65f6\u5ba0\u7269\u6216\u5b69\u7ae5\u8bef\u89e6\u952e\u76d8\u5bfc\u81f4\u5de5\u4f5c\u6df7\u4e71\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc373294-e0d0-4dca-bdf0-b65ec6e96818.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d2fa3ab-deb9-49d4-8678-2cabbcb6c343.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a977a32e-2d4e-4c5d-b820-784f20cf5684.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0aebec40-49c8-4e56-9989-d536b0292f25.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/685e1108-f0aa-49fd-9996-afde9cb91621.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/993270a4-51ff-4c0f-ae7d-e3af9a2a0ec5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b00ad6ff-6680-4875-829a-3913fd5e651b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cd8f7f29-e721-468b-8870-48a0998e526b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10e61350-9aac-4689-b9a3-e1d6026fb301.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/94d3ded0-ea55-4501-963a-5d03ba800b88.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/a9e080de210845609e4f8db5580531f3\"><source src=\"https:\/\/www.loom.com\/share\/a9e080de210845609e4f8db5580531f3\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Mac\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u9501\u5b9a<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u5ba0\u7269\u9632\u62a4<\/span><br \/>\n <span class=\"tag\">\u5bb6\u957f\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5c45\u5bb6\u529e\u516c<\/span><br \/>\n <span class=\"tag\">Apple Watch\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6e05\u6d01\u6a21\u5f0f<\/span><br \/>\n <span class=\"tag\">\u7126\u70b9\u4fdd\u62a4<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u5ba0\u7269\/\u5b69\u7ae5\u8bef\u89e6\u952e\u76d8\u7684\u5b9e\u9645\u75db\u70b9\uff0c\u5e76\u5206\u4eab\u7c7b\u4f3c\u56f0\u6270\u3002\u4e3b\u8981\u8ba8\u8bba\u70b9\u5728\u4e8e\u4e0e\u7cfb\u7edf\u7761\u7720\u529f\u80fd\u7684\u5dee\u5f02\uff0c\u5f00\u53d1\u8005\u89e3\u91ca\u5176\u5141\u8bb8\u7cfb\u7edf\u4fdd\u6301\u5de5\u4f5c\u72b6\u6001\u7684\u540c\u65f6\u9501\u5b9a\u8f93\u5165\u8bbe\u5907\u7684\u72ec\u7279\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n PawseKeys\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u5374\u771f\u5b9e\u5b58\u5728\u7684\u201c\u5bb6\u5ead\u529e\u516c\u5ba4\u201d\u573a\u666f\u75db\u70b9\uff0c\u5176\u4ea7\u54c1\u5b9a\u4f4d\u4f53\u73b0\u4e86\u5bf9\u6df7\u5408\u529e\u516c\u6a21\u5f0f\u4e0b\u73af\u5883\u6df7\u6c8c\u6027\u7684\u6df1\u523b\u6d1e\u5bdf\u3002\u4ece\u529f\u80fd\u4e0a\u770b\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff08\u952e\u76d8\u9501\u5b9a\u672c\u8eab\u6280\u672f\u95e8\u69db\u4e0d\u9ad8\uff09\uff0c\u800c\u5728\u4e8e\u573a\u666f\u5316\u7684\u529f\u80fd\u6574\u5408\u4e0e\u6781\u81f4\u7684\u7528\u6237\u4f53\u9a8c\u8bbe\u8ba1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u950b\u8292\u5728\u4e8e\u5176\u201cApple Watch\u8fdc\u7a0b\u63a7\u5236\u201d\u7684\u5356\u70b9\u3002\u8fd9\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u5ef6\u4f38\uff0c\u800c\u662f\u4e00\u6b21\u5de7\u5999\u7684\u573a\u666f\u62d3\u5c55\u548c\u4f53\u9a8c\u5347\u7ef4\u3002\u5b83\u5c06\u4e00\u4e2a\u88ab\u52a8\u7684\u201c\u9632\u62a4\u5de5\u5177\u201d\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u4e3b\u52a8\u7684\u201c\u63a7\u5236\u4e2d\u5fc3\u201d\uff0c\u7528\u6237\u4ece\u201c\u5306\u5fd9\u8dd1\u56de\u7535\u8111\u524d\u201d\u8f6c\u53d8\u4e3a\u201c\u4ece\u5bb9\u62ac\u8155\u89e3\u9501\u201d\uff0c\u8fd9\u7ec6\u5fae\u7684\u5dee\u5f02\u6070\u6070\u5b9a\u4e49\u4e86\u4e13\u4e1a\u5de5\u5177\u4e0e\u4f18\u96c5\u89e3\u51b3\u65b9\u6848\u7684\u754c\u9650\u3002\u5f00\u53d1\u8005\u5bf9\u201c\u6e05\u6d01\u6a21\u5f0f\u201d\u7684\u5f3a\u8c03\uff0c\u4e5f\u5c55\u73b0\u4e86\u5176\u5bf9\u7528\u6237\u65e5\u5e38\u7ec6\u5fae\u6469\u64e6\u70b9\u7684\u6355\u6349\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u957f\u671f\u4ef7\u503c\u5b58\u7591\u3002\u4f5c\u4e3a\u4e00\u6b3e\u89e3\u51b3\u5355\u4e00\u3001\u4f4e\u9891\u75db\u70b9\u7684\u5de5\u5177\uff0c\u5176\u7528\u6237\u7c98\u6027\u548c\u4ed8\u8d39\u8f6c\u5316\u5929\u82b1\u677f\u660e\u663e\u3002\u5c3d\u7ba1\u76ee\u524d\u901a\u8fc7\u201cPro\u7248\u672c\u201d\u548cWatch\u529f\u80fd\u4f5c\u4e3a\u589e\u503c\u70b9\uff0c\u4f46\u8be5\u9700\u6c42\u5f88\u53ef\u80fd\u88ab\u64cd\u4f5c\u7cfb\u7edf\u539f\u751f\u529f\u80fd\u7684\u8fed\u4ee3\u6240\u8986\u76d6\uff08\u5982macOS\u589e\u5f3a\u7684\u4e13\u6ce8\u6a21\u5f0f\u6216\u786c\u4ef6\u9501\uff09\u3002\u7528\u6237\u7684\u79ef\u6781\u53cd\u9988\u591a\u6e90\u4e8e\u60c5\u611f\u5171\u9e23\uff08\u5ba0\u7269\u8da3\u4e8b\uff09\uff0c\u800c\u975e\u5f3a\u70c8\u7684\u529f\u80fd\u4f9d\u8d56\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u5176\u505c\u7559\u5728\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u5c42\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cPawseKeys\u662f\u4e00\u6b21\u51fa\u8272\u7684\u5fae\u89c2\u521b\u65b0\u793a\u8303\uff0c\u8bc1\u660e\u4e86\u5728\u6210\u719f\u751f\u6001\u4e2d\uff0c\u901a\u8fc7\u6df1\u5ea6\u573a\u666f\u6316\u6398\u548c\u4f53\u9a8c\u4f18\u5316\uff0c\u4f9d\u7136\u80fd\u521b\u9020\u4ee4\u4eba\u773c\u524d\u4e00\u4eae\u7684\u4ea7\u54c1\u3002\u4f46\u5176\u9762\u4e34\u7684\u6311\u6218\u662f\u5982\u4f55\u4ece\u201c\u503c\u5f97\u62e5\u6709\u201d\u7684\u60ca\u559c\u611f\uff0c\u8f6c\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u7684\u5de5\u4f5c\u6d41\u7ec4\u4ef6\uff0c\u5426\u5219\u6050\u96be\u9003\u6619\u82b1\u4e00\u73b0\u7684\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\">PawseKeys<\/span>\n <\/div>\n<div class=\"comment-content\">Home-office is great until a cat, dog, or toddler “helps” you type. PawseKeys is the ultimate shield for your Mac productivity. While it\u2019s a powerful standalone locker, we\u2019re adding a world-first factor: remote control via Apple Watch. The Watch companion app is currently in final review and will be released as a free update this week! Lock or unlock your Mac keyboard directly from your wrist. Perfect for stepping away from your desk or cleaning your setup. \u231a\u2728<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\ude80<\/p>\n<\/p>\n<p>I\u2019m Pablo, a Full Stack Developer based in Lisbon \ud83c\uddf5\ud83c\uddf9. After 14+ years building systems for companies like <strong>BMW and Ericsson<\/strong>, I decided to build something for a very specific (and chaotic) workplace: the <strong>Home Office<\/strong>.<\/p>\n<\/p>\n<p>We\u2019ve all been there: you step away for a coffee, and your cat, dog, or toddler decides to “refactor” your code or send a cryptic Slack message to your boss. \ud83d\udc3e\ud83d\udc76<\/p>\n<\/p>\n<p>I built <strong>PawseKeys<\/strong> to be the ultimate shield for your Mac. It\u2019s a powerful standalone keyboard locker, but I wanted to add a bit of magic.<\/p>\n<\/p>\n<p>\u2728 <strong>The Watch Remote:<\/strong> We are likely the first to sync macOS with the Apple Watch for this! <em>Note: The Watch companion app is in the final stage of Apple\u2019s review and will be available as a <\/em><strong><em>free Pro update<\/em><\/strong><em> in just a few days! Grab Pro today to be ready the second it drops.<\/em><\/p>\n<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>\n<p>\ud83d\udd12 <strong>Solid Locking:<\/strong> Block all inputs instantly with one click.<\/p>\n<\/li>\n<li>\n<p>\u231a <strong>Watch Remote:<\/strong> (Coming this week!) The “Wow Factor” \u2014 control your Mac from your wrist.<\/p>\n<\/li>\n<li>\n<p>\ud83e\uddfc <strong>Cleaning Mode:<\/strong> Wipe down your keys without triggering 50 random shortcuts.<\/p>\n<\/li>\n<li>\n<p>\ud83c\udfe0 <strong>Home-Office Ready:<\/strong> Designed for parents, pet owners, and focus-seekers.<\/p>\n<\/li>\n<\/ul>\n<p>\ud83c\udf81 <strong>PH SPECIAL:<\/strong> Use code <strong>PHPAWSE20<\/strong> for 20% off the Pro version via Lemon Squeezy!<\/p>\n<p>I\u2019d love to hear your feedback. <strong>What\u2019s the craziest thing your pet (or kid) has ever typed?<\/strong> Let me know below! \ud83d\udc47<\/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 remember once I kept my mac open like this and my cat came and sat on the keyboard as it was bit warmer, which led to some weird messages in Teams\ud83d\ude13, I wish I had closed the lid or had this app installed, Great work man thanks!<\/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\/@nayan_surya98\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nayan_surya98<\/a> Oh man, I totally feel you! It’s a classic pet owner struggle, right? \ud83d\ude02 I have a puppy who’s just learning how to jump, and her favorite landing spot is always my mechanical keyboard.<\/p>\n<p>Beyond the ‘pet chaos’, I also struggled to find a tool that actually blocked <em>everything<\/em>, most apps out there don’t block special keys like Power, Media, or Volume, which made cleaning the keyboard a nightmare. That\u2019s exactly why I built this! Thanks so much for the support! \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>Coming from someone with a very pesky cat, I thank you for making this!<\/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\">@daniildoesbiz To be honest, Daniil, I\u2019m actually a dog person! \ud83d\udc36 But the problem is exactly the same: one excited paw and suddenly my Slack looks like a secret code. I built this to survive my dogs, but I’m thrilled to see it\u2019s a lifesaver for the ‘pesky cat’ community too! Haha<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a wonderful idea! It actually reminds me of something that happened to me. One day my dog had the zoomies, ran over my keyboard, and completely messed up everything I had already done \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@isabele_requelme Oh, the legendary dog zoomies! It\u2019s all fun and games until they hit the ‘Delete’ key or send a half-finished email. That\u2019s exactly why I built this, to let our pets be themselves without us losing our sanity (and our work). Hope PawseKeys keeps your keyboard safe from the next sprint!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 Pablo. One question, how is this better than just making my mac sleep with a shortcut?<\/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\/@julien_wolfensberger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_wolfensberger<\/a> Good point! Sleep is great for security, but <strong>PawseKeys<\/strong> is for <strong>active work.<\/strong> <\/p>\n<p>Think of it like this: If you’re in the middle of a long download or a code compile, you can’t “Sleep” the Mac. PawseKeys lets the Mac stay “awake” and working, while making the keyboard\/trackpad “pet-proof.”<\/p>\n<p>Plus, it\u2019s a lot easier to wipe your keys clean in “Cleaning Mode” than trying to do it while the lock screen is flickering! \ud83e\uddfc\u2328\ufe0f Don’t 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>My 8-month-old chaotic cocker spaniel magically learned how to climb my work desk. While it’s cute to see, I work with Slack all the time, so…<br \/>This is such a great idea, simple enough to make me like it and 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\/@tamilietti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tamilietti<\/a> Haha, oh the life with a 8-month-old Cocker \ud83d\udc36 They really are ‘chaos agents’. I built PawseKeys exactly for these ‘magic’ moments where pets (or kids) decide to join the meeting uninvited. Glad it can help you keep your Slack safe from your furry coworker. Thanks for the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/HDI32GX2B6RAW4\" class=\"app-title\">Gauntlet<\/a><\/p>\n<div class=\"one-liner\">Bet your friends on Strava challenges and losers pay in USDC<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">80<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eStrava\u8fd0\u52a8\u6570\u636e\u7684\u94fe\u4e0a\u5bf9\u8d4c\u5e94\u7528\uff0c\u901a\u8fc7\u8ba9\u7528\u6237\u4e0e\u670b\u53cb\u7528USDC\u62bc\u6ce8\u5065\u8eab\u6311\u6218\u7ed3\u679c\uff0c\u89e3\u51b3\u4e86\u53e3\u5934\u8d4c\u7ea6\u65e0\u4eba\u8ffd\u8e2a\u3001\u96be\u4ee5\u6267\u884c\u7684\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u81ea\u52a8\u9a8c\u8bc1\u4e0e\u7ed3\u7b97\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/be55f0e3-8116-4595-a7b8-7e4642c83206.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc037a1a-bc31-420a-a4b1-6c15c3bb5279.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/16efcc62-27aa-4fb3-930f-9a45e3720048.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5f5f7d55-ebc7-4bd6-81f1-cc2be7dd9fbe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f17ed23-afc4-42ae-ad73-1cf21c1c967a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10536aa2-9598-486a-8990-df97f55a7f7b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Web3<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u8eab\u6fc0\u52b1<\/span><br \/>\n <span class=\"tag\">Web3\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5bf9\u8d4c<\/span><br \/>\n <span class=\"tag\">\u94fe\u4e0a\u7ed3\u7b97<\/span><br \/>\n <span class=\"tag\">Strava\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u7ecf\u6d4e\u5b66<\/span><br \/>\n <span class=\"tag\">\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u635f\u5931\u538c\u6076<\/span><br \/>\n <span class=\"tag\">Base\u94fe<\/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\u5229\u7528\u201c\u635f\u5931\u538c\u6076\u201d\u5fc3\u7406\u6fc0\u52b1\u5065\u8eab\u7684\u6838\u5fc3\u903b\u8f91\uff0c\u8ba4\u4e3a\u521b\u610f\u5de7\u5999\u4e14\u81ea\u52a8\u5316\u6d41\u7a0b\u7b80\u6d01\u3002\u6709\u540c\u884c\u63d0\u51fa\u5408\u4f5c\u610f\u5411\uff0c\u5efa\u8bae\u6269\u5c55\u6392\u884c\u699c\u3001\u56e2\u961f\u6311\u6218\u7b49\u66f4\u4e30\u5bcc\u7684\u6e38\u620f\u5316\u53c2\u4e0e\u5c42\u3002\u90e8\u5206\u7528\u6237\u8868\u8fbe\u4e86\u5f3a\u70c8\u7684\u4f7f\u7528\u610f\u613f\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 Gauntlet\u7684\u672c\u8d28\uff0c\u662f\u5c06\u884c\u4e3a\u7ecf\u6d4e\u5b66\u4e2d\u7684\u201c\u635f\u5931\u538c\u6076\u201d\u7406\u8bba\uff0c\u4e0e\u533a\u5757\u94fe\u7684\u4e0d\u53ef\u7be1\u6539\u3001\u81ea\u52a8\u6267\u884c\u7279\u6027\u8fdb\u884c\u4e86\u7cbe\u51c6\u7f1d\u5408\uff0c\u521b\u9020\u4e86\u4e00\u4e2a\u9ad8\u5f3a\u5ea6\u7684\u5916\u90e8\u6fc0\u52b1\u573a\u666f\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u590d\u6742\u7684\u5065\u8eab\u5185\u5bb9\u751f\u4ea7\uff0c\u8f6c\u800c\u5145\u5f53\u201c\u8d4c\u7ea6\u4e2d\u95f4\u4ef6\u201d\uff0c\u5229\u7528\u6210\u719f\u7684Strava\u6570\u636e\u5c42\u548cBase\u94fe\u7684\u652f\u4ed8\u5c42\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u6781\u7b80\u7684\u201c\u5c65\u7ea6\u5373\u7ed3\u7b97\u201d\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u521b\u9020\u4e86\u65b0\u7684\u5065\u8eab\u9700\u6c42\uff0c\u800c\u662f\u4e3a\u5b58\u91cf\u8fd0\u52a8\u7231\u597d\u8005\uff08\u5c24\u5176\u662fStrava\u7528\u6237\uff09\u7684\u5df2\u6709\u6d3b\u52a8\uff0c\u6ce8\u5165\u4e86\u5f3a\u70c8\u7684\u91d1\u878d\u548c\u793e\u4ea4\u535a\u5f08\u5c5e\u6027\u3002\u5341\u7f8e\u5143\u7684\u8d4c\u6ce8\u5c31\u80fd\u6539\u53d8\u4e00\u6b21\u8dd1\u6b65\u7684\u4e25\u8083\u7a0b\u5ea6\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u4f20\u7edf\u5065\u8eabApp\u201c\u5fbd\u7ae0\u201d\u3001\u201c\u6392\u884c\u699c\u201d\u7b49\u865a\u62df\u6fc0\u52b1\u4f53\u7cfb\u7684\u75b2\u8f6f\u3002Gauntlet\u5c06\u865a\u62df\u8363\u8a89\u53d8\u6210\u4e86\u771f\u91d1\u767d\u94f6\u7684\u5f97\u5931\uff0c\u52a8\u673a\u5f3a\u5ea6\u4e0d\u5728\u4e00\u4e2a\u91cf\u7ea7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\uff1a\u6838\u5fc3\u573a\u666f\u5355\u4e00\uff0c\u4e25\u91cd\u4f9d\u8d56Strava\u4e14\u7528\u6237\u7fa4\u9ad8\u5ea6\u91cd\u53e0\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u529f\u80fd\u800c\u975e\u5e73\u53f0\u3002\u8bc4\u8bba\u4e2d\u540c\u884c\u63d0\u5230\u7684\u6269\u5c55\u6e38\u620f\u5316\u5c42\u6b21\uff0c\u6b63\u662f\u5176\u7834\u5c40\u7684\u5173\u952e\u3002\u82e5\u505c\u7559\u5728\u4e24\u4e24\u5bf9\u8d4c\uff0c\u6613\u6ca6\u4e3a\u5c0f\u4f17\u73a9\u7269\u3002\u82e5\u8981\u6269\u5f20\uff0c\u5219\u9700\u5728\u5408\u89c4\uff08\u6d89\u53ca\u771f\u5b9e\u8d27\u5e01\u8d4c\u6ce8\uff09\u3001\u98ce\u63a7\uff08\u9632\u6b62\u4f5c\u5f0a\uff09\u548c\u4ea7\u54c1\u8bbe\u8ba1\uff08\u5e73\u8861\u8d4c\u535a\u6027\u4e0e\u5065\u5eb7\u6fc0\u52b1\uff09\u4e0a\u6295\u5165\u5de8\u5927\u7cbe\u529b\u3002\u5b83\u662f\u4e00\u6b21\u7cbe\u5f69\u7684MVP\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u4e86\u201c\u91d1\u94b1\u8d4c\u6ce8+\u6570\u636e\u9a8c\u8bc1\u201d\u6a21\u5f0f\u7684\u53ef\u884c\u6027\uff0c\u4f46\u80fd\u5426\u4ece\u7cbe\u5de7\u7684\u201c\u5916\u79d1\u624b\u672f\u5200\u201d\u6210\u957f\u4e3a\u66f4\u5177\u89c4\u6a21\u7684\u5de5\u5177\uff0c\u8003\u9a8c\u7684\u662f\u56e2\u961f\u5728\u91d1\u878d\u3001\u793e\u4ea4\u4e0e\u6e38\u620f\u5316\u4ea4\u53c9\u5730\u5e26\u7684\u6df1\u5c42\u6784\u5efa\u80fd\u529b\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\">Gauntlet<\/span>\n <\/div>\n<div class=\"comment-content\">Stake real money on fitness challenges. Complete activities on Strava. Winners take the pot.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I’m Gareth, the maker of Gauntlet.<\/p>\n<p>The idea came from a simple frustration: fitness accountability is broken. I’ve made verbal bets with friends a dozen times \u2014 “loser buys dinner if I don’t hit 50km this week” \u2014 and they never actually happen. Nobody tracks it, nobody pays up.<\/p>\n<p>Gauntlet makes those bets real. Connect Strava, pick a challenge (run\/cycle\/swim), set the distance, stake some USDC, and your friend accepts. Strava data auto-verifies the result. Winner gets paid on-chain. No manual settlement, no “I forgot”, no awkward chasing.<\/p>\n<p>The tech: on-chain USDC on Base, Strava webhooks for automated verification, non-custodial so we never hold your money. The whole payout flow runs on-chain \u2014 we just trigger it.<\/p>\n<p>I’ve been running it for a few months. The behavioral effect is real \u2014 even a $10 stake changes how seriously you take a run. Loss aversion is a more powerful motivator than any fitness app streak.<\/p>\n<p>It’s free to join. You only put money in when you enter a challenge.<\/p>\n<p>Happy to answer any questions \u2014 ask me anything about the tech, the design decisions, or what’s coming next. And if you try it, I’d love feedback.<\/p>\n<p>gauntlet.bet<\/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\/@garrethedwards\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrethedwards<\/a>, congrats on the launch!<\/p>\n<p>I love the thesis. Loss aversion as a fitness motivator is underexplored and powerful. The Strava plus on-chain settlement loop is very clean.<\/p>\n<p>We built something in a similar space: <a href=\"http:\/\/sportti.app\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>sportti.app<\/strong><\/a> \u2014 a gamification and wellness platform that went deep into behavioral mechanics. We used the Octalysis framework, streak systems, team challenges, and push engagement loops. We ended up pivoting the business, but the tech stack and all the learnings are fully built out.<\/p>\n<p>If you are looking to scale the engagement layer of Gauntlet beyond binary bets \u2014 think leaderboards, team dynamics, progressive challenge systems, a notifications engine, analytics dashboards \u2014 we have production-ready infrastructure and real domain expertise in fitness plus gamification.<\/p>\n<p>We are Trazo (<a href=\"http:\/\/trazo.pro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">trazo.pro<\/a>), a software studio in Mexico. We specialize in custom development and AI-powered automation. We have shipped complex products from zero to production for startups and growth-stage companies across Latin America and the US.<\/p>\n<p>I would love to chat if you are thinking about what comes after the core bet mechanic. Happy to share what worked and what did not work from our side.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@garrethedwards\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrethedwards<\/a> Definitely going to give this a shot, cool idea!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/gauntlet-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"gauntlet-2\" target=\"_blank\" rel=\"noopener\">@Gauntlet<\/a> <a href=\"https:\/\/www.producthunt.com\/@garrethedwards\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"garrethedwards\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrethedwards<\/a> This is genius! Ill be using this daily. Might as well make some money out of the ultra training and cycling I do. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hahaha I love this. It would also turn me into an absolute monster.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@garethmdowns\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garethmdowns<\/a> yea yea yea me too lol<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 would finally make me commit to run daily xD<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/HV5MJFRP7XGAUD\" class=\"app-title\">Zoho Projects Infinity.ai<\/a><\/p>\n<div class=\"one-liner\">Your projects. Your way. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">78<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Zoho Projects Infinity.ai \u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u7075\u6d3b\u9879\u76ee\u7ba1\u7406\u5e73\u53f0\uff0c\u901a\u8fc7\u53ef\u5b9a\u5236\u6a21\u5757\u3001\u5ea6\u8eab\u6253\u9020\u7684\u62a5\u8868\u548c\u4eea\u8868\u76d8\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5de5\u5177\u6d41\u7a0b\u50f5\u5316\u3001\u65e0\u6cd5\u9002\u914d\u591a\u6837\u5316\u56e2\u961f\u5de5\u4f5c\u6d41\u548c\u5229\u76ca\u76f8\u5173\u8005\u89c6\u89d2\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/0a23c588-2288-45ac-a7c3-cd368279ffa3.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/WajvXLVGlcE\"><source src=\"https:\/\/youtu.be\/WajvXLVGlcE\" 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\/17cbcc42-2fa3-4611-b18d-eb031f69bf70.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ab4ef648-ab08-438a-8135-5207ddfde022.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/60e01e0c-53f1-4407-8b68-f5cebb6e8b69.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7b463cef-6900-4226-ba3b-34ef0d11f41f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u9879\u76ee\u7ba1\u7406\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">AI\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u62a5\u8868<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u4eea\u8868\u76d8<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8bc4\u8bba\u6570\u91cf\u6781\u5c11\uff0c\u4e3b\u8981\u5173\u6ce8\u4ea7\u54c1\u5b9a\u4f4d\u3002\u552f\u4e00\u6709\u6548\u63d0\u95ee\u662f\u8be2\u95ee\u5176\u9002\u7528\u4e8e\u4e2d\u5c0f\u4f01\u4e1a\u8fd8\u662f\u5927\u578b\u4f01\u4e1a\uff0c\u5b98\u65b9\u56de\u590d\u79f0\u5176\u9002\u7528\u4e8e\u201c\u4efb\u4f55\u884c\u4e1a\u3001\u4efb\u4f55\u89c4\u6a21\u7684\u4f01\u4e1a\u201d\uff0c\u4ece\u521d\u521b\u516c\u53f8\u5230\u5927\u578b\u96c6\u56e2\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 Zoho Projects Infinity.ai \u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u9769\u547d\u6027\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662fZoho\u5bf9\u5176\u73b0\u6709\u751f\u6001\u7684\u4e00\u6b21\u201cAI\u5316\u201d\u5305\u88c5\u4e0e\u7075\u6d3b\u6027\u5347\u7ea7\u3002\u5176\u6807\u699c\u7684\u201c\u53cd\u50f5\u5316\u201d\u6838\u5fc3\uff0c\u5b9e\u5219\u662f\u5c06\u9ad8\u7aef\u5b9a\u5236\u5316\u80fd\u529b\u4e0b\u6c89\uff0c\u8fd9\u76f4\u51fb\u4e86\u4e3b\u6d41\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u5728\u9002\u914d\u975e\u6807\u4e1a\u52a1\u6d41\u7a0b\u65f6\u7684\u8f6f\u808b\uff0c\u662f\u660e\u667a\u7684\u5dee\u5f02\u5316\u8def\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201cAI-powered task summaries, smart task suggestions\u201d\u7b49\u8868\u8ff0\uff0c\u5728\u5f53\u4e0bAI\u6cdb\u6ee5\u7684\u8bed\u5883\u4e0b\u5df2\u663e\u9648\u65e7\uff0c\u7f3a\u4e4f\u5177\u8c61\u7684\u3001\u98a0\u8986\u6027\u7684\u529f\u80fd\u63cf\u8ff0\uff0c\u5bb9\u6613\u88ab\u89c6\u4e3a\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u7684\u6807\u914d\u529f\u80fd\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5185\u6838\uff0c\u53ef\u80fd\u5728\u4e8e\u201ccustom modules\u201d\u548c\u201cdashboards tailored for every stakeholder\u201d\u6240\u4f53\u73b0\u7684\u914d\u7f6e\u81ea\u7531\u5ea6\uff0c\u8fd9\u80fd\u5207\u5b9e\u964d\u4f4e\u5927\u578b\u7ec4\u7ec7\u6216\u590d\u6742\u9879\u76ee\u7684\u6d41\u7a0b\u6469\u64e6\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u53cd\u9988\u770b\uff0c\u6781\u4f4e\u7684\u6295\u7968\u4e0e\u8bc4\u8bba\u70ed\u5ea6\uff0c\u63ed\u793a\u4e86\u5176\u5728Product Hunt\u8fd9\u7c7b\u4ee5\u72ec\u7acb\u4ea7\u54c1\u548c\u521b\u65b0\u6027\u89c1\u957f\u7684\u5e73\u53f0\u4e0a\u5438\u5f15\u529b\u4e0d\u8db3\u3002\u8fd9\u4fa7\u9762\u5370\u8bc1\u4e86\u5b83\u5e76\u975e\u9762\u5411\u6781\u5ba2\u6216\u521d\u521b\u516c\u53f8\u7684\u654f\u6377\u5de5\u5177\uff0c\u800c\u662fZoho\u5de9\u56fa\u5176\u4f01\u4e1a\u5ba2\u6237\u57fa\u672c\u76d8\u7684\u6df1\u5ea6\u670d\u52a1\u3002\u5b98\u65b9\u5bf9\u9002\u7528\u8303\u56f4\u7684\u5bbd\u6cdb\u56de\u7b54\uff0c\u66f4\u50cf\u662f\u4e00\u79cd\u5e02\u573a\u8bf4\u8f9e\uff0c\u5176\u590d\u6742\u914d\u7f6e\u4e0eAI\u529f\u80fd\u6574\u5408\u7684\u7279\u6027\uff0c\u51b3\u5b9a\u4e86\u5176\u771f\u6b63\u7684\u4e3b\u6218\u573a\u548c\u6700\u5927\u4ef7\u503c\u5b9e\u73b0\u573a\u666f\uff0c\u4f9d\u7136\u662f\u5df2\u6709\u4e00\u5b9a\u6d41\u7a0b\u6c89\u6dc0\u7684\u4e2d\u5927\u578b\u4f01\u4e1a\u3002\u80fd\u5426\u5728\u5de8\u5934\u6797\u7acb\u7684\u8d5b\u9053\u4e2d\uff0c\u51ed\u501f\u201c\u7075\u6d3b\u201d\u4e0e\u201c\u751f\u6001\u201d\u5207\u4e0b\u53ef\u89c2\u4efd\u989d\uff0c\u4ecd\u9700\u89c2\u5bdf\u5176\u5b9e\u9645\u843d\u5730\u7684\u6613\u7528\u6027\u4e0e\u4ef7\u683c\u7ade\u4e89\u529b\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\">Zoho Projects Infinity.ai<\/span>\n <\/div>\n<div class=\"comment-content\">Most project management tools force teams into rigid structures. Zoho Projects Infinity changes that with custom modules that fit your workflows, reports built around your metrics, and dashboards tailored for every stakeholder. Add AI-powered task summaries, smart task suggestions, and Zia insights to catch bottlenecks before they slow you down.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats Naveen and Vijay. Who is it suitable for SMBs or enterprises? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Any industry any scale of Business, startups to SMBs to Enterprises can use Zoho Projects Infinity version.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/MUMQNPGYOOE2KL\" class=\"app-title\">Brieflee<\/a><\/p>\n<div class=\"one-liner\">Spell check for video – catch quality issues before you post<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">76<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Brieflee\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u77ed\u89c6\u9891\u5185\u5bb9\u8d28\u91cf\u81ea\u52a8\u5ba1\u6838\u5de5\u5177\uff0c\u5b83\u901a\u8fc7\u9884\u8bbe\u54c1\u724c\u6807\u51c6\uff0c\u5728\u53d1\u5e03\u524d\u81ea\u52a8\u68c0\u6d4b\u5e7f\u544a\u3001UGC\u548c\u7f51\u7ea2\u5185\u5bb9\u4e2d\u7684\u4ea7\u54c1\u53ef\u89c1\u6027\u3001\u94a9\u5b50\u65f6\u673a\u3001\u54c1\u724c\u5408\u89c4\u6027\u7b49\u95ee\u9898\uff0c\u89e3\u51b3\u4e86\u54c1\u724c\u65b9\u5728\u5185\u5bb9\u5ba1\u6838\u4e2d\u6548\u7387\u4f4e\u4e0b\u3001\u6210\u672c\u9ad8\u6602\u4e14\u6807\u51c6\u4e0d\u7edf\u4e00\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/384b32c8-d6f8-4907-ab02-a9270808e8e5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/33adaeb0-d882-443b-8398-b1f8ee0d0e18.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b1c83140-3590-4018-a2e7-7eb3c821b84b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aa7d7c1f-4805-4cde-9272-4302fbf38b43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/114a1ed5-ad92-4d74-86f5-c7e0a53cb74c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ffd53e7d-c872-43f1-93ca-56388cb39cde.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\/277017b1-1fbf-4bbd-bc16-1c30e98816af.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=UngGC97r3HQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=UngGC97r3HQ\" 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\">Social media marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u5185\u5bb9\u5ba1\u6838<\/span><br \/>\n <span class=\"tag\">AI\u8d28\u68c0<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5408\u89c4<\/span><br \/>\n <span class=\"tag\">\u77ed\u89c6\u9891\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5e7f\u544a\u5ba1\u6838<\/span><br \/>\n <span class=\"tag\">UGC\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u8bed\u8a00\u652f\u6301\u8303\u56f4\u53ca\u201c\u8d28\u91cf\u6807\u51c6\u201d\u7684\u4e2a\u6027\u5316\u5b9a\u4e49\u80fd\u529b\u3002\u5b98\u65b9\u56de\u590d\u786e\u8ba4\u652f\u6301\u591a\u8bed\u8a00\u89c6\u89c9\u4e0e\u97f3\u9891\u5206\u6790\uff0c\u5e76\u5f3a\u8c03\u8d28\u91cf\u6807\u51c6\u53ef\u7531\u54c1\u724c\u6309\u9700\u81ea\u5b9a\u4e49\u548c\u5206\u5c42\u7ea7\u914d\u7f6e\uff0c\u4f53\u73b0\u4e86\u4ea7\u54c1\u7684\u7075\u6d3b\u6027\u4e0e\u9002\u5e94\u6027\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Brieflee\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u65e5\u76ca\u68d8\u624b\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u89c4\u6a21\u5316\u77ed\u89c6\u9891\u8425\u9500\u7684\u5185\u5bb9\u8d28\u91cf\u63a7\u5236\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u89c6\u9891\u8bed\u6cd5\u68c0\u67e5\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u539f\u672c\u4f9d\u8d56\u4eba\u773c\u548c\u7ecf\u9a8c\u3001\u6d41\u7a0b\u5197\u957f\u4e14\u4e3b\u89c2\u7684\u5ba1\u7247\u5de5\u4f5c\uff0c\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u3001\u53ef\u914d\u7f6e\u7684\u81ea\u52a8\u5316\u51b3\u7b56\u3002\u8fd9\u76f4\u63a5\u653b\u51fb\u4e86\u5f53\u524d\u54c1\u724c\u4e0e\u521b\u4f5c\u8005\/\u7f51\u7ea2\u5408\u4f5c\u4e2d\u7684\u4e24\u5927\u6210\u672c\u9ed1\u6d1e\uff1a\u4e3a\u4e0d\u7b26\u5408\u8981\u6c42\u7684\u7d20\u6750\u4ed8\u8d39\uff0c\u4ee5\u53ca\u9677\u5165\u65e0\u4f11\u6b62\u7684\u4fee\u6539\u5faa\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5e76\u5b58\u3002\u7b2c\u4e00\u5c42\u4ef7\u503c\u662f\u6548\u7387\u4e0e\u6210\u672c\uff0c\u8fd9\u662f\u5176\u6700\u76f4\u63a5\u7684\u5356\u70b9\u3002\u4f46\u66f4\u6df1\u5c42\u7684\u4ef7\u503c\u5728\u4e8e\u201c\u6807\u51c6\u6570\u5b57\u5316\u201d\u2014\u2014\u5b83\u8feb\u4f7f\u54c1\u724c\u5c06\u6a21\u7cca\u7684\u201c\u611f\u89c9\u4e0d\u9519\u201d\u8f6c\u5316\u4e3a\u201c\u524d2\u79d2\u51fa\u73b0\u94a9\u5b50\u201d\u3001\u201c\u4ea7\u54c1\u9732\u51fa\u4e0d\u5c11\u4e8e5\u79d2\u201d\u7b49\u53ef\u6267\u884c\u53c2\u6570\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u672c\u8eab\uff0c\u5c31\u662f\u5bf9\u54c1\u724c\u8425\u9500\u7b56\u7565\u4e00\u6b21\u6781\u5177\u4ef7\u503c\u7684\u68b3\u7406\u4e0e\u660e\u786e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u7280\u5229\u70b9\u5728\u4e8e\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u7531\u6b64\u663e\u73b0\u3002\u9996\u5148\uff0c\u201c\u8d28\u91cf\u201d\u7684\u7ef4\u5ea6\u80fd\u5426\u88ab\u5b8c\u5168\u53c2\u6570\u5316\uff1f\u521b\u610f\u4f5c\u54c1\u4e2d\u5fae\u5999\u7684\u6c1b\u56f4\u3001\u60c5\u611f\u5171\u9e23\uff0cAI\u5982\u4f55\u5224\u65ad\uff1f\u5176\u6b21\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u9632\u5fa1\u578b\u201d\u5de5\u5177\uff0c\u65e8\u5728\u89c4\u907f\u98ce\u9669\u4e0e\u6d6a\u8d39\uff0c\u800c\u975e\u6fc0\u53d1\u521b\u610f\u5353\u8d8a\u3002\u8fc7\u5ea6\u4f9d\u8d56\u53ef\u80fd\u5bfc\u81f4\u5185\u5bb9\u8d8b\u5411\u4fdd\u5b88\uff0c\u9677\u5165\u201c\u5408\u89c4\u4f46\u5e73\u5eb8\u201d\u7684\u9677\u9631\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u5e73\u53f0\uff0c\u5b83\u9700\u5728\u54c1\u724c\uff08\u63a7\u5236\u65b9\uff09\u4e0e\u521b\u4f5c\u8005\uff08\u88ab\u5ba1\u67e5\u65b9\uff09\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u82e5\u6807\u51c6\u8fc7\u4e8e\u4e25\u82db\u6216\u6c9f\u901a\u4e0d\u7545\uff0c\u5de5\u5177\u53ef\u80fd\u6210\u4e3a\u627c\u6740\u521b\u4f5c\u7075\u6d3b\u6027\u4e0e\u5408\u4f5c\u5173\u7cfb\u7684\u63a8\u624b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cBrieflee\u7684\u771f\u6b63\u8003\u9a8c\u4e0d\u5728\u4e8e\u6280\u672f\u80fd\u5426\u201c\u770b\u5230\u201d\u4ea7\u54c1\uff0c\u800c\u5728\u4e8e\u5176\u7b97\u6cd5\u5b9a\u4e49\u7684\u201c\u8d28\u91cf\u6807\u51c6\u201d\u80fd\u5426\u8db3\u591f\u667a\u80fd\u4e0e\u5305\u5bb9\uff0c\u6210\u4e3a\u63d0\u5347\u6574\u4f53\u5185\u5bb9\u751f\u6001\u6548\u7387\u7684\u201c\u534f\u4f5c\u8005\u201d\uff0c\u800c\u975e\u51b0\u51b7\u751f\u786c\u7684\u201c\u5426\u51b3\u5668\u201d\u3002\u5b83\u7684\u6210\u529f\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u6807\u51c6\u5316\u4e0e\u521b\u610f\u81ea\u7531\u5ea6\u4e4b\u95f4\uff0c\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Brieflee<\/span>\n <\/div>\n<div class=\"comment-content\">Grammarly transformed writing by catching mistakes before you hit send. Brieflee does this for short-form video ads, UGC, and influencer content. Unlike Frame.io or manual review, our AI automatically checks submissions against your quality standards – product visibility, hook timing, brand compliance, copyright issues – and approves or rejects in seconds. No more paying for off-brief content or endless revision rounds. Set standards once, enforce them automatically.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does it work for videos in any language? Or what languages does it 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> Great question! Brieflee works with any language. The AI analyses visual quality, pacing, hook timing, product visibility and brand compliance frame by frame, so most of the review happens visually regardless of language. For audio and spoken content, we support transcription and analysis across multiple languages too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is really interesting. How are you defining and adapting \u201cquality standards\u201d across different brands, since what works for one audience might not for another?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> Great question Becky! Each brand sets their own quality thresholds \u2014 things like minimum product screen time, hook timing, audio clarity, how often the brand gets mentioned, and more. So a fitness brand might need 5+ seconds of product visibility and a strong hook in the first 2 seconds, while a beauty brand might prioritise close-up visual quality and specific talking points.<\/p>\n<p>You configure these once at account level, then override them per brief if a specific campaign needs different standards. The AI enforces whatever you’ve defined, so “quality” always means what <em>you<\/em> say it means, not some generic benchmark.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/4FHWJ6AFSWWRJG\" class=\"app-title\">Fundolink<\/a><\/p>\n<div class=\"one-liner\">Post your startup. Set your terms. Find investors.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">75<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Fundolink\u662f\u4e00\u4e2a\u521b\u4e1a\u878d\u8d44\u5bf9\u63a5\u5e73\u53f0\uff0c\u901a\u8fc7\u8981\u6c42\u521b\u59cb\u4eba\u9884\u5148\u660e\u786e\u878d\u8d44\u6761\u6b3e\uff0c\u7ed3\u6784\u5316\u5c55\u793a\u9879\u76ee\uff0c\u89e3\u51b3\u521d\u521b\u516c\u53f8\u56e0\u6d41\u7a0b\u4e0d\u900f\u660e\u3001\u6c9f\u901a\u4f4e\u6548\u800c\u96be\u4ee5\u5339\u914d\u5230\u5408\u9002\u6295\u8d44\u4eba\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d15204d4-66b2-4dd4-aea4-c2edff93900d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Fintech<\/span><br \/>\n <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Venture Capital<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4e1a\u878d\u8d44<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u4eba\u5bf9\u63a5<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">\u6761\u6b3e\u900f\u660e\u5316<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u5c55\u793a<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u6295\u878d\u8d44\u5339\u914d<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u96c6\u4e2d\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u80af\u5b9a\u4ea7\u54c1\u901a\u8fc7\u9884\u8bbe\u6761\u6b3e\u7ed3\u6784\u5316\u6d41\u7a0b\u7684\u4ef7\u503c\uff0c\u80fd\u63d0\u5347\u5339\u914d\u6548\u7387\uff1b\u4e8c\u662f\u5bf9\u5e73\u53f0\u5b9e\u9645\u7f51\u7edc\u6548\u5e94\uff08\u5c24\u5176\u6295\u8d44\u4eba\u4fa7\u8d28\u91cf\u4e0e\u6570\u91cf\uff09\u63d0\u51fa\u5173\u952e\u6027\u8d28\u7591\u3002\u4e00\u6761\u9ad8\u8d5e\u56de\u590d\u5c06\u4ea7\u54c1\u6bd4\u55bb\u4e3a\u201c\u9610\u660e\u671f\u671b\u7684\u521d\u521b\u7248Tinder\u201d\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Fundolink\u7684\u6838\u5fc3\u7406\u5ff5\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u64ae\u5408\uff0c\u800c\u662f\u8bd5\u56fe\u5bf9\u65e9\u671f\u6295\u878d\u8d44\u4e2d\u90a3\u4e2a\u6df7\u4e71\u3001\u611f\u6027\u7684\u201c\u6697\u7bb1\u201d\u8fdb\u884c\u6807\u51c6\u5316\u4e0e\u900f\u660e\u5316\u6539\u9020\u3002\u5b83\u7684\u771f\u6b63\u950b\u8292\uff0c\u5728\u4e8e\u5176\u9884\u8bbe\u6761\u6b3e\u7684\u5f3a\u5236\u6027\u8bbe\u8ba1\u3002\u8fd9\u76f4\u51fb\u4e86\u4f20\u7edf\u65e9\u671f\u878d\u8d44\u4e2d\u6700\u5927\u7684\u6548\u7387\u9ed1\u6d1e\uff1a\u53cc\u65b9\u8017\u8d39\u5927\u91cf\u65f6\u95f4\u8fdb\u884c\u6a21\u7cca\u7684\u793e\u4ea4\u8bd5\u63a2\uff0c\u5374\u53ef\u80fd\u5728\u6700\u57fa\u672c\u7684\u4ea4\u6613\u7ed3\u6784\u4e0a\u6839\u672c\u65e0\u6cd5\u8fbe\u6210\u4e00\u81f4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6761\u6b3e\u201d\u524d\u7f6e\u4e3a\u53ef\u7b5b\u9009\u7684\u6807\u7b7e\uff0c\u5b9e\u8d28\u4e0a\u662f\u5728\u521b\u5efa\u4e00\u79cd\u9488\u5bf9\u65e9\u671f\u9879\u76ee\u7684\u201c\u8d44\u4ea7\u6807\u51c6\u5316\u201d\u96cf\u5f62\u3002\u5b83\u8feb\u4f7f\u521b\u59cb\u4eba\u5728\u878d\u8d44\u601d\u8003\u4e0a\u66f4\u65e9\u6210\u719f\uff0c\u540c\u65f6\u4e5f\u5c06\u6295\u8d44\u4eba\u7684\u504f\u597d\u4ece\u4e3b\u89c2\u5224\u65ad\u90e8\u5206\u8f6c\u5316\u4e3a\u5ba2\u89c2\u8fc7\u6ee4\u6761\u4ef6\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u6548\u7387\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u5e02\u573a\u6559\u80b2\uff0c\u8bd5\u56fe\u91cd\u5851\u4e00\u79cd\u201c\u5148\u770b\u6761\u6b3e\uff0c\u518d\u770b\u6545\u4e8b\u201d\u7684\u7406\u6027\u5bf9\u63a5\u6587\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\u4e0e\u6240\u6709\u53cc\u8fb9\u5e73\u53f0\u65e0\u5f02\uff1a\u51b7\u542f\u52a8\u6096\u8bba\uff0c\u5c24\u5176\u662f\u6295\u8d44\u4eba\u4fa7\u7684\u7a00\u7f3a\u6027\u4e0e\u8d28\u91cf\u3002\u8bc4\u8bba\u4e2d\u7684\u5c16\u9510\u63d0\u95ee\u201c\u6709\u591a\u5c11\u6295\u8d44\u4eba\u5df2\u5165\u9a7b\uff1f\u201d\u662f\u81f4\u547d\u8981\u5bb3\u3002\u6ca1\u6709\u8db3\u591f\u591a\u4e14\u4f18\u8d28\u7684\u6295\u8d44\u4eba\uff0c\u4efb\u4f55\u7cbe\u5de7\u7684\u8bbe\u8ba1\u90fd\u662f\u7a7a\u8c08\u3002\u5e73\u53f0\u7684\u4ef7\u503c\u4e0e\u6295\u8d44\u4eba\u6570\u91cf\u548c\u8d28\u91cf\u5448\u6307\u6570\u7ea7\u6b63\u76f8\u5173\uff0c\u65e9\u671f\u5fc5\u987b\u89e3\u51b3\u201c\u5148\u6709\u9e21\u8fd8\u662f\u5148\u6709\u86cb\u201d\u7684\u96be\u9898\u3002\u6b64\u5916\uff0c\u5c06\u590d\u6742\u878d\u8d44\u7b80\u5316\u4e3a\u201c\u6761\u6b3e\u8fc7\u6ee4\u201d\u53ef\u80fd\u8fc7\u6ee4\u6389\u975e\u6807\u51c6\u4f46\u5177\u6709\u98a0\u8986\u6027\u7684\u673a\u4f1a\uff0c\u4e5f\u53ef\u80fd\u8ba9\u65e9\u671f\u878d\u8d44\u8fc7\u4e8e\u673a\u68b0\uff0c\u5ffd\u7565\u4e86\u4eba\u4e0e\u613f\u666f\u8fde\u63a5\u7684\u91cd\u8981\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6210\u8d25\u5173\u952e\uff0c\u5728\u4e8e\u80fd\u5426\u4ee5\u72ec\u7279\u7684\u7ed3\u6784\u5316\u9879\u76ee\u6d41\uff0c\u5438\u5f15\u7b2c\u4e00\u6279\u6807\u6746\u6295\u8d44\u4eba\uff0c\u5f62\u6210\u201c\u4f18\u8d28\u6761\u6b3e\u9879\u76ee-\u4e13\u4e1a\u65e9\u671f\u6295\u8d44\u4eba\u201d\u7684\u521d\u59cb\u6b63\u5411\u5faa\u73af\u3002\u5426\u5219\uff0c\u5b83\u53ea\u4f1a\u6210\u4e3a\u53e6\u4e00\u4e2a\u5145\u65a5\u7740\u4f4e\u8d28\u91cf\u9879\u76ee\u7684\u4fe1\u606f\u5e03\u544a\u680f\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\">Fundolink<\/span>\n <\/div>\n<div class=\"comment-content\">Fundolink is the platform where startup founders meet investors. List your idea, attract funding, and turn your vision into a business.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How are you handling quality on both sides, especially avoiding low-quality projects for investors and ensuring founders are serious?<\/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\">I’ve watched founders spend 3 months writing cold emails to investors and raise exactly $0.<\/p>\n<p>The problem isn’t the idea. It’s the process.<\/p>\n<p>No structure. No terms upfront. No way for an investor to know if it’s even worth a reply.<\/p>\n<p>You’re asking someone to jump on a call before they know if you’re offering equity, a SAFE, or a royalty deal.<\/p>\n<p>That’s not fundraising. That’s guessing.<\/p>\n<p>Fundolink flips it. You list your startup easily, you set your financial terms before anyone sees your pitch, and investors filter by what they actually want to fund.<\/p>\n<p>The right investor finds you. Already knowing the deal.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@fundolink\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fundolink<\/a> This sounds great as idea, but how many investors are already on board on Fundolink?<\/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>Like a tinder for startup and investors, but everyone actually states their expectations and red flags before the first date:D<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n 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{"id":186,"date":"2026-04-09T11:34:50","date_gmt":"2026-04-09T03:34:50","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/09\/2026-04-08\/"},"modified":"2026-04-09T11:34:50","modified_gmt":"2026-04-09T03:34:50","slug":"2026-04-08","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/09\/2026-04-08\/","title":{"rendered":"PH\u70ed\u699c | 2026-04-08"},"content":{"rendered":"

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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-08<\/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 | 2026-04-08<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5NXKZ7EKGRZVKR\" class=\"app-title\">Velo<\/a><\/p>\n<div class=\"one-liner\">Share anything as video messages<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">489<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Velo\u662f\u4e00\u6b3eAI\u89c6\u9891\u6d88\u606f\u5de5\u5177\uff0c\u53ef\u5c06\u539f\u59cb\u5f55\u5c4f\u3001\u6587\u4ef6\u6216\u94fe\u63a5\u5feb\u901f\u8f6c\u5316\u4e3a\u7cbe\u826f\u7684\u89c6\u9891\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u5236\u4f5c\u6f14\u793a\u3001\u6559\u7a0b\u3001\u5f02\u6b65\u6c47\u62a5\u7b49\u573a\u666f\u4e0b\uff0c\u60f3\u6cd5\u4e0e\u6210\u54c1\u4e4b\u95f4\u5b58\u5728\u5de8\u5927\u5236\u4f5c\u9e3f\u6c9f\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c074e44b-d18b-46a9-97de-00a8e5f54a43.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\/2cf75be4-8d10-4233-9f76-8969b7d7d7fc.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\/9ce38888-6144-4ab5-9cdf-69e6344e097d.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\/fd3c5178-1f7e-48d3-ad7d-b877cccbe780.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\/0b6d82c8-6dca-4f35-8f6a-03232da605ba.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\/84f6288d-b6cf-4d0f-b162-62fb43c7284b.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\/55598db2-0cad-4c08-833d-8c7857c51072.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\/ad43d1c8-9ba1-4157-9cbd-b7128993997f.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\/7a90fd05-f837-417e-b01b-f0647976a0e9.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\/dd70781b-9532-4bec-bc0e-8e506332ce03.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/NLv3-tiqc9s?si=GOxAq9xtbytzJ7Q-\"><source src=\"https:\/\/youtu.be\/NLv3-tiqc9s?si=GOxAq9xtbytzJ7Q-\" 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\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u5f55\u5236<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u6d88\u606f<\/span><br \/>\n <span class=\"tag\">\u5f02\u6b65\u6c9f\u901a<\/span><br \/>\n <span class=\"tag\">\u6f14\u793a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u526a\u8f91<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u5408\u6210<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u4ee3\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\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u89e3\u51b3\u4e86\u771f\u5b9e\u75db\u70b9\uff0c\u8ba4\u4e3a\u5176\u6548\u679c\u60ca\u8273\u3001\u6d41\u7a0b\u76f4\u89c2\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u529f\u80fd\u7ec6\u8282\uff08\u5982\u8bed\u97f3\u514b\u9686\u7684\u53ef\u7528\u6027\u3001\u516c\u5f00\u5934\u50cf\u6570\u91cf\u3001\u7eaf\u811a\u672c\u751f\u6210\u65c1\u767d\uff09\uff1b\u6280\u672f\u539f\u7406\uff08\u5982\u4f55\u667a\u80fd\u526a\u8f91\u3001\u5982\u4f55\u4fdd\u6301\u201c\u4eba\u5473\u201d\uff09\uff1b\u4e0e\u7ade\u54c1\uff08\u5982Loom\uff09\u7684\u5dee\u5f02\uff1b\u4ee5\u53ca\u5bf9\u591a\u8bed\u8a00\u652f\u6301\u7684\u671f\u5f85\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Velo\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2a\u201c\u5168\u80fdAI\u89c6\u9891\u7f16\u8f91\u5668\u201d\uff0c\u800c\u65e8\u5728\u6210\u4e3a\u201c\u60f3\u6cd5\u201d\u4e0e\u201c\u89c6\u9891\u6210\u54c1\u201d\u4e4b\u95f4\u7684**\u81ea\u52a8\u5316\u7ba1\u9053**\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u82b1\u54e8\u7684AI\u529f\u80fd\u5806\u780c\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u89c6\u9891\u5236\u4f5c\u74f6\u9888\u201d\u8fd9\u4e00\u987d\u56fa\u95ee\u9898\u7684\u7cbe\u51c6\u89e3\u6784\uff1a\u5b83\u901a\u8fc7\u63a5\u53d7\u6700\u539f\u59cb\u7684\u8f93\u5165\uff08\u6742\u4e71\u5f55\u5c4f\u3001\u94fe\u63a5\u3001\u6587\u6863\uff09\uff0c\u5e76\u6df1\u5ea6\u7406\u89e3\u7528\u6237\u610f\u56fe\uff08\u901a\u8fc7\u8bed\u97f3\u3001\u5c4f\u5e55\u5185\u5bb9\u4e0e\u7b80\u5355\u6307\u4ee4\uff09\uff0c\u6765\u81ea\u52a8\u5b8c\u6210\u6700\u8017\u65f6\u3001\u6700\u4ee4\u4eba\u632b\u8d25\u7684\u540e\u671f\u73af\u8282\u2014\u2014\u64b0\u5199\u811a\u672c\u3001\u4f18\u5316\u8bed\u97f3\u3001\u540c\u6b65\u97f3\u753b\u3001\u6dfb\u52a0\u7126\u70b9\u6548\u679c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u56e2\u961f\u7684\u6280\u672f\u9610\u8ff0\u53ef\u89c1\uff0c\u5176\u5173\u952e\u521b\u65b0\u5728\u4e8e\u201c\u73af\u5883\u611f\u77e5\u201d\u4e0e\u201c\u610f\u56fe\u63a5\u5730\u201d\u3002\u4e0e\u5355\u7eaf\u8ffd\u6c42\u66f4\u5f3a\u5927\u6a21\u578b\u7684\u4e3b\u6d41\u8def\u5f84\u4e0d\u540c\uff0cVelo\u901a\u8fc7\u6355\u6349\u7528\u6237\u64cd\u4f5c\u6d41\uff08\u70b9\u51fb\u3001\u610f\u56fe\uff09\u4f5c\u4e3a\u6d4f\u89c8\u5668\u4ee3\u7406\u7684\u201c\u6307\u5bfc\u5c42\u201d\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u81ea\u52a8\u5f55\u5236\u7684\u53ef\u9760\u6027\u3002\u8fd9\u63ed\u793a\u4e86\u5f53\u524dAI\u4ee3\u7406\u5e94\u7528\u7684\u4e00\u4e2a\u6838\u5fc3\u56f0\u5883\uff1a\u5931\u8d25\u5e38\u6e90\u4e8e\u5bf9\u6267\u884c\u73af\u5883\u7684\u201c\u76f2\u76ee\u201d\uff0c\u800c\u975e\u667a\u529b\u4e0d\u8db3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5f53\u5176\u51b2\u7684\u662f\u201c\u8fc7\u5ea6\u629b\u5149\u201d\u98ce\u9669\uff0cAI\u91cd\u5199\u53ef\u80fd\u6ee4\u6389\u4e2a\u6027\u5316\u7684\u8868\u8fbe\u9b45\u529b\uff0c\u8fd9\u4e5f\u662f\u7528\u6237\u7684\u6838\u5fc3\u5173\u5207\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5efa\u7acb\u5728\u7528\u6237\u5c06\u201c\u539f\u59cb\u7d20\u6750\u201d\u6258\u4ed8\u7684\u57fa\u7840\u4e0a\uff0c\u8fd9\u5bf9\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u63d0\u51fa\u66f4\u9ad8\u8981\u6c42\u3002\u6700\u540e\uff0c\u5728Loom\u7b49\u5df2\u6210\u4e60\u60ef\u7684\u5de5\u5177\u9762\u524d\uff0cVelo\u9700\u8981\u8bc1\u660e\u5176\u81ea\u52a8\u5316\u5e26\u6765\u7684\u8d28\u53d8\u4e0e\u6548\u7387\u63d0\u5347\uff0c\u8db3\u4ee5\u8ba9\u7528\u6237\u6539\u53d8\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cVelo\u4ee3\u8868\u4e86\u751f\u4ea7\u529b\u5de5\u5177\u7684\u4e00\u4e2a\u8fdb\u5316\u65b9\u5411\uff1a\u4ece\u63d0\u4f9b\u7f16\u8f91\u80fd\u529b\uff0c\u8f6c\u5411**\u541e\u566c\u5e76\u81ea\u52a8\u5316\u6574\u4e2a\u521b\u4f5c\u6d41\u7a0b\u4e2d\u201c\u4e0d\u6109\u5feb\u201d\u7684\u90e8\u5206**\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5176AI\u5728\u201c\u7406\u89e3\u201d\u4e0e\u201c\u5e72\u9884\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u65e2\u6210\u4e3a\u65e0\u58f0\u7684\u6548\u7387\u5f15\u64ce\uff0c\u53c8\u4e0d\u5265\u593a\u7528\u6237\u6700\u7ec8\u7684\u63a7\u5236\u611f\u4e0e\u4e2a\u6027\u8868\u8fbe\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\">Velo<\/span>\n <\/div>\n<div class=\"comment-content\">Velo turns your raw screen recordings into watch-worthy, ready-to-share videos with AI.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<\/p>\n<\/p>\n<p>I’m Ajay, co-founder and CTO at Velo. Super excited to launch Velo for the first time!<\/p>\n<\/p>\n<p>I’ve spent the last year obsessing over a weirdly stubborn problem: why is it still so hard to make a simple video message?<\/p>\n<\/p>\n<p>You know exactly what you want to show. You can explain it perfectly in conversation. But the moment you try to record it, everything falls apart – the pacing and the words are off, you re-record it four times, and the result still doesn’t feel right.<\/p>\n<\/p>\n<p>We built Velo to close that gap.<\/p>\n<\/p>\n<p>Velo is an AI-powered tool that turns raw recordings, files, and URLs into video messages worth watching – pitches, tutorials, demos, async updates, courses, anything you need to show someone.<\/p>\n<\/p>\n<p><strong>Four ways to create a video:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Record your screen<\/strong>: Capture any app or browser, naturally. Don’t worry about getting the words right. Velo rewrites your script, enhances the voiceover, syncs audio to visuals, and delivers a polished video in minutes.<\/p>\n<\/li>\n<li>\n<p><strong>Upload a recording<\/strong>: Have a Zoom call, Loom video, or MP4 sitting in a folder? Upload it. Velo gives it a fresh script, clean audio, and synced visuals. That raw recording becomes something you’d actually want to send.<\/p>\n<\/li>\n<li>\n<p><strong>Paste a link<\/strong>: Drop in any live URL and tell the browser agent what to show, in plain language. It understands your intent, records the flow on its own, and produces a finished video. No recording needed.<\/p>\n<\/li>\n<li>\n<p><strong>Upload slides or images<\/strong>: Drop in a PDF or PPT. Velo converts them into a narrated video with automated zooms and cursor movements.<\/p>\n<\/li>\n<\/ul>\n<p><strong>What Velo handles for you:<\/strong><\/p>\n<ul>\n<li>\n<p><strong>Script & voiceover<\/strong>: Transcribes your audio, rewrites it into a clean script, and generates an enhanced voiceover synced to your visuals. Adjust the tone, swap lines, or rewrite entirely.<\/p>\n<\/li>\n<li>\n<p><strong>AI avatars<\/strong>: Add an avatar that looks and sounds like you, or pick from public avatars.<\/p>\n<\/li>\n<li>\n<p><strong>Smart effects<\/strong>: Auto zoom-ins on key moments, plus spotlights, callouts, and cursor highlights.<\/p>\n<\/li>\n<li>\n<p><strong>Brand kit<\/strong>: Your colours, logos, intros, and backgrounds applied across every video.<\/p>\n<\/li>\n<li>\n<p><strong>Background swap, music, and intro cards<\/strong>: Set the tone and look without extra tools.<\/p>\n<\/li>\n<li>\n<p><strong>Share instantly<\/strong>: Generate a link or download the final file.<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who is Velo for?<\/strong><\/p>\n<p>Founders recording demos. Teams sharing async updates. Creators building courses. Support teams writing walkthroughs. Anyone who has something to show but doesn’t want video production to be the bottleneck.<\/p>\n<\/p>\n<p>If you’ve got something to show, just Velo it.<\/p>\n<\/p>\n<p>\ud83c\udf81 <strong>For the PH community:<\/strong><\/p>\n<p>Try Velo for free today, and if it clicks, get 20% off your first month on Pro or Ultra.<\/p>\n<\/p>\n<p>We built this because we believe the showing part shouldn’t be the hard part. We’d love for you to try it and tell us what you think.<\/p>\n<\/p>\n<p>What’s the first video you’d make? \ud83d\udc99<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>35<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> Many congratulations Ajay and team for shipping this. \ud83d\ude42<\/p>\n<\/p>\n<p>Since the first time I connected to <a href=\"https:\/\/www.producthunt.com\/@grege_rodrigues\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@grege_rodrigues<\/a> and <a href=\"https:\/\/www.producthunt.com\/@madalsa_b\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalsa_b<\/a> I wanted to hunt this product. This is probably the best video generation \/ demo app I have seen on Product Hunt.<\/p>\n<\/p>\n<p>As <a href=\"https:\/\/www.producthunt.com\/@andrewchen\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrewchen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrewchen<\/a> said… (see screenshot below), I recommend makers on Product Hunt use Velo to make their launch demos. I look forward to using Velo for my social content. \ud83d\ude42<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7c0c4ab0-53c3-40f2-9a51-a8b9993ef987.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>19<\/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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> This is like a full fledged AI Video editor for Screen recordings, Kudos on 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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <\/p>\n<p>Congrats on the launch, Ajay<\/p>\n<p>Velo looks like an amazing way to make video messaging seamless. I love how it turns raw recordings into clear, watchable video messages perfect for pitches, tutorials, and async updates. Excited to see how it grows!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! Sourav here, co-founder and CEO at Velo.<\/p>\n<p>Building Velo has been one of the most challenging and rewarding things I’ve been part of. A team with a belief that making video messages should feel as easy as having a conversation.<\/p>\n<p>The technical challenges have been wild: browser-based editing, AI voiceover sync, and a browser agent that records flows on its own. <\/p>\n<p>Every layer pushed us into territory we hadn’t been in before. We built things we didn’t know we could.<\/p>\n<p>But the reason we kept going is that I’ve been on the other side of this problem too many times: you know exactly what you want to say, you know it would land better as a video, and you just don’t make it. <\/p>\n<p>Because the gap between what’s in your head and what comes out of a recording feels too wide.<\/p>\n<p>Velo exists to make that gap disappear. And seeing people use it and actually share the video message instead of giving up – that’s the moment that makes all of it worth it.<\/p>\n<p>Grateful to be launching here. Would love for you to try it. \ud83d\udc99<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> Congrats on the launch! Is this English only? Would love to try it out in Turkish as well if there is support. I will definitely use it for my global launch strategy though, great product.<\/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\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> <\/p>\n<p>Congrats on the launch! Way to push through all the technical challenges to build something so cool<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations <a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> , <br \/>BTW, how does Velo decide what to cut vs. keep from a raw recording? <\/p>\n<p>Is it based on silence, mouse movements, or something else?<\/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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> We run a VAD model to check for places with audio, then we listen to intent from the audio and screen and your tonality and auto edit 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Help me understand, does it automatically clone your voice with AI or it adds an AI voice to it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> We have both of them, but we have that cloning features available in our Ultra Plan. I would love to give you a free trial, if you could give me your email ID or shoot me a note at <a href=\"mailto:sourav@usevelo.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">sourav@usevelo.ai<\/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>a really glad you included a brand kit feature. most ai video tools look way too generic, so being able to bake in our own colors and intros from the start makes a huge difference for client demos. how many ‘public avatars’ are available on the free plan? <a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <a href=\"https:\/\/www.producthunt.com\/@grege_rodrigues\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"grege_rodrigues\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@grege_rodrigues<\/a> <a href=\"https:\/\/www.producthunt.com\/products\/velo-4\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"velo-4\" target=\"_blank\" rel=\"noopener\">@Velo<\/a> <\/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\">@priya_kushwaha1 there\u2019s 6 of them on the free plan! We\u2019re adding more soon<\/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>Building Velo made one thing very clear to us \u2014 browser agents don\u2019t fail because they\u2019re weak, they fail because they\u2019re blind.<br \/>Most tools try to fix this with better models. We went a different route \u2014 better grounding.<br \/>A simple user walkthrough (clicks, intent, flow) becomes the instruction layer for the agent. That single shift reduced unnecessary steps and made the system far more reliable.<br \/>Still early, but we\u2019re excited about where this can go. Would genuinely love feedback from the community.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sundeepjoshi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sundeepjoshi<\/a> That shift to grounding made a huge difference for us.<br \/>Feels like this is just the beginning<\/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\/@sundeepjoshi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sundeepjoshi<\/a> This is such an underrated observation. The grounding problem is real and it shows up in coding agents too, not just browser agents.<\/p>\n<p>We ran into a version of this building Grass. Agents running in the cloud with no feedback loop back to the developer. They’d go sideways at minute 10 and just keep going. The fix wasn’t a better model either. It was better visibility. Real-time tool call approval, diffs mid-session, the ability to steer before things go wrong.<\/p>\n<p>Different domain, same root problem. Excited to see where you take this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How are you approaching editing vs automation here, especially for people who want quick outputs but still need some control over the final message?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> The whole point was to capture your intent in your raw video. We do that through your voice and screen and thing figure out how we can automate your edits, we check for diction, tonality and emphasis on voice to give your video an auto edit. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> We automate most of it to get you a solid first version quickly. <\/p>\n<p>Then you can preview and tweak anything: script, timing, inside our video editor before sharing.<\/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>Not bad, time to move away from loom<\/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\/@klashkil\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klashkil<\/a> Spot onnnn<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congratulations on the launch \ud83d\ude80<\/p>\n<p>I gave Velo a quick try and was genuinely impressed, within minutes I had a polished video with smooth animations and a really solid overall result. As someone who\u2019s not experienced in video editing, I found the process intuitive and easy to follow, which is a big win.<\/p>\n<p>One thing I found a bit unclear: is there a reason we can\u2019t add narration to a video that doesn\u2019t already have audio? Since we can provide a script, it feels like enabling voiceover generation from scratch would be a natural extension and a valuable addition.<\/p>\n<p>I\u2019ll keep exploring and come back with more detailed feedback soon, excited to see how this evolves!<\/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\/@matheusdsantosr_dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matheusdsantosr_dev<\/a> This is great feedback, we’re actually launching that in our next drop where you can bring your own script. Excited for you to try that out too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 to the team!!!!<\/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\/@sunil_sde\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunil_sde<\/a> Excited for this <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sunil_sde\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sunil_sde<\/a> Thanks Sunil \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>Congrats on the launch! <\/p>\n<p>The focus on ‘early shaping’ is what caught my eye\u2014most AI tools try to be everything at once, but Velo feels like it’s actually built to respect the user’s existing workflow. <\/p>\n<p>Excited to see how the environmental awareness layer evolves from here.<\/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\/@yashchoudhary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yashchoudhary<\/a> Thank you for your kind words, very soon with our browser agent continously evolving we’ll be able to connect a Velo API to any agent to go make a demo of any task it might have 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks like exactly what I’ve been looking for, so I’m definitely trying it today.<\/p>\n<p>Can you control which moments get the zoom-in, or is it fully automatic?<\/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\/@alina_anitei\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_anitei<\/a> You get automatic zooms and we’ve worked really hard to get them. We also have a full blown editor inside where you could control your zooms to the last pixel \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>Super clean product congrats! Genuinely nails a real pain, can’t wait to use.<\/p>\n<p>How do you mitigate the possibility of things drifting and feeling over-polished \/ losing the \u2018human\u2019 feel after the AI rewrite?<\/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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> You just prompt the script writer to be very human or write like Paul Graham. Usually works for me<\/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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> We keep the original intent from your audio and build on top of that<br \/>It cleans things up and improves flow, but does not change what you are trying to say.<\/p>\n<p>And you can always tweak it in the editor if it feels off \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 am blown away by the homepage demo where it shows without and with Velo. You got my instant support after watching that. <\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> I appreciate your comment, would love for you to try the product out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats @ajaykumar1018 & others. How is it different from other tools?<\/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\/@hamza_afzal_butt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hamza_afzal_butt<\/a> Thanks Hamza,<br \/>Most tools help you edit videos, Velo actually creates the video for you from a raw recording.<\/p>\n<p>You do not need to write a script, worry about speech, or do retakes, it handles that part<br \/>Try it out on <a href=\"http:\/\/www.usevelo.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.usevelo.ai<\/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=\"reply-item\">\n<div class=\"reply-content\">@ajaykumar1018 interesting take. Will try it out. Is it good for AI based automation videos or maybe is there any relevant use cases?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>I really love how cleanly it turns raw recordings into something actually watchable! this is such a real pain point, especially when you need to share product updates or demos quickly.<\/p>\n<p>We actually just launched our product on Product Hunt a couple of days ago, so I can definitely relate, today is a big day, enjoy every minute of it <\/p>\n<\/p>\n<p>Wishing you a great launch and lots of traction!<\/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\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> Thanks a lot, really appreciate it.<\/p>\n<p>The whole frustration of retakes and editing is exactly what we were trying to fix. Would love for you to try it out and tell us what you think \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>Congratulations \ud83d\ude42 Can we send other’s videos messages to Velo ?<\/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\/@george_foreman1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_foreman1<\/a> Yes, you can upload any videos to Velo<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@george_foreman1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_foreman1<\/a> That’s interesting. Do you mean whether you could upload someone else’s recording and make that polished? If yes, you could do that too. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 team!!! After Google Vids 2.0, this is the most interesting video creation app I have seen on PH. I wish Loom also upgraded with AI features soon. <\/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\/@himani_sah1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@himani_sah1<\/a> We love granting wishes :))) Would love for you to try the product out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching. Love the launch assets and positioning here. <\/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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Thank you so much, would love for you to try the product out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats. Looks neat. Does it allows me to host the videos like Loom does or I need to export the video and host at my end? <\/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\/@ragsyme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ragsyme<\/a> We allow hosting too without any watermarks, you get a URL you can share. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 been a great journey since we started working on Velo, each and every screen of Velo is made with uttermost care and with keeping in mind the end user. Fingers crossed.<\/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\/@jpinkman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jpinkman<\/a> Couldn’t agree more<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jpinkman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jpinkman<\/a> Feels good to finally put it out in public <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 @sourav_sanyal \ud83d\ude80\ud83d\ude80<\/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\/@manish_choudhary19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@manish_choudhary19<\/a> Thanks so much! 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>recording a \u201cquick video\u201d and then re-recording it 5 times is way too real \ud83d\ude05. feels like the hardest part isn\u2019t recording, it\u2019s sounding like a normal human while doing it. if this actually fixes that, it\u2019s a big deal<\/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\/@webappski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@webappski<\/a> Would love for you to try it!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Okay, but I am afraid that people will start to send me them with such frequency as voice messages \ud83d\ude00 <\/p>\n<p>Jokes aside, quite innovative thing here on PH \ud83d\ude42 <\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> For us that’s a good problem to have, appreciate your comment. Would love for you to try it out. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>For content creators, the pricing might be too steep if they get only 3 to 30 minutes of avatar videos. Will there be any creator-friendly pricing tier introduced soon? <\/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\/@iamanantgupta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iamanantgupta<\/a> Yes, we will be relooking at our pricing, incase you want to try it out shoot us a DM and we can get you a discount too!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Any plans for adding programmatic video creation using API? <\/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\/@syed_shayanur_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_shayanur_rahman<\/a> 100% this would be part of our next drop which is coming super super soon<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ajaykumar1018\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> If the AI generates a polished script and voiceover that is significantly shorter or longer than my original screen recording, how does the tool handle the visual timing ? Does it automatically speed up\/slow down the footage, or does it intelligently use freeze frames or jump cuts to keep the visuals synced to the new audio ?<\/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\/@ajaykumar1018\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajaykumar1018<\/a> <a href=\"https:\/\/www.producthunt.com\/@deepali_mathur\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@deepali_mathur<\/a> <\/p>\n<p>Yup we handle the entire audio video sync automatically. You should try it out <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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>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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> thank you so much, would love for you to try it out <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congratulations <a href=\"https:\/\/www.producthunt.com\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> for the launch!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sourav_sanyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sourav_sanyal<\/a> <a href=\"https:\/\/www.producthunt.com\/@koshima_satija\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@koshima_satija<\/a> Thanks Koshima!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I\u2019ll definitely give this a try — most screen recording apps give me a headache \ud83d\ude42<\/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\/@antoninkus\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@antoninkus<\/a> I recommend you to try it \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<\/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\/4STAMVST7HAZDM\" class=\"app-title\">Flint<\/a><\/p>\n<div class=\"one-liner\">Launch on-brand pages for every campaign, ad, and prospect.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">296<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Flint\u662f\u4e00\u6b3e\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u751f\u6210\u54c1\u724c\u5316\u843d\u5730\u9875\u7684SaaS\u5de5\u5177\uff0c\u5b83\u901a\u8fc7\u514b\u9686\u4f01\u4e1a\u8bbe\u8ba1\u7cfb\u7edf\u5e76\u57fa\u4e8e\u5185\u5bb9\u7b80\u62a5\u81ea\u52a8\u751f\u6210\u4ee3\u7801\u5316\u9875\u9762\uff0c\u89e3\u51b3\u4e86\u8425\u9500\u3001\u9500\u552e\u56e2\u961f\u5728\u5f00\u5c55\u591a\u5e7f\u544a\u6d3b\u52a8\u3001ABM\u7b49\u573a\u666f\u65f6\uff0c\u8fc7\u5ea6\u4f9d\u8d56\u5f00\u53d1\u8d44\u6e90\u3001\u96be\u4ee5\u4fdd\u6301\u54c1\u724c\u4e00\u81f4\u6027\u548c\u89c4\u6a21\u5316\u7ba1\u7406\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/29a465db-a0bb-427f-8f0a-cb50739994ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2ef76c82-b7eb-47ba-b9dd-1e9e08ae542b.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\/3ad37dd8-1bd3-46c7-a0a7-0b6f3006e9dd.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=pVYECBXOwS4\"><source src=\"https:\/\/www.youtube.com\/watch?v=pVYECBXOwS4\" 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\">Marketing automation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u843d\u5730\u9875\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u4e00\u81f4\u6027\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">API\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">ABM\u8425\u9500<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u7ebf\u7d22\u6355\u83b7<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u89e3\u51b3\u201c\u89c4\u6a21\u5316\u521b\u5efa\u54c1\u724c\u4e00\u81f4\u9875\u9762\u201d\u7684\u75db\u70b9\uff0c\u5e76\u5bf9API\/MCP\u96c6\u6210\u3001\u4f7f\u7528\u81ea\u6709\u57df\u540d\u8868\u793a\u8d5e\u8d4f\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u54c1\u724c\u66f4\u65b0\u540e\u9875\u9762\u5982\u4f55\u6279\u91cf\u540c\u6b65\u3001\u5927\u91cf\u9875\u9762\u53d8\u4f53\u4e0b\u7684\u54c1\u724c\u7ba1\u63a7\u80fd\u529b\u3001\u4ee5\u53ca\u4e2a\u522b\u7528\u6237\u9047\u5230\u7684\u652f\u6301\u95ee\u9898\uff08\u5982\u624b\u52a8\u5ba1\u6838\u6162\uff09\u3002\u521b\u59cb\u4eba\u901a\u8fc7\u6848\u4f8b\u8fdb\u884c\u4e86\u79ef\u6781\u56de\u5e94\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 Flint\u7684\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u53c8\u4e00\u4e2a\u65e0\u4ee3\u7801\u5efa\u7ad9\u5de5\u5177\u3002\u5b83\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u9ad8\u901f\u589e\u957f\u7684\u79d1\u6280\u516c\u53f8\u4e2d\uff0c\u589e\u957f\u56e2\u961f\u4e0e\u5de5\u7a0b\u56e2\u961f\u5728\u843d\u5730\u9875\u9700\u6c42\u4e0a\u7684\u957f\u671f\u77db\u76fe\u3002\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5e76\u975e\u9875\u9762\u751f\u6210\u80fd\u529b\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u8bbe\u8ba1\u7cfb\u7edf\u201d\u4f5c\u4e3a\u53ef\u7f16\u7a0b\u7684\u5355\u4e00\u4e8b\u5b9e\u6765\u6e90\uff0c\u5e76\u901a\u8fc7API\/MCP\u5c06\u5176\u6df1\u5ea6\u5d4c\u5165\u4f01\u4e1a\u7684\u73b0\u6709\u5de5\u4f5c\u6d41\uff08\u5982CRM\u3001Claude\uff09\u3002\u8fd9\u4f7f\u5176\u4ece\u201c\u9875\u9762\u5de5\u5382\u201d\u5347\u7ea7\u4e3a\u201c\u54c1\u724c\u4e00\u81f4\u6027\u5373\u670d\u52a1\u201d\u7684\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4ebaMichelle\u4f5c\u4e3aWarp\u524d\u589e\u957f\u8d1f\u8d23\u4eba\u7684\u80cc\u666f\uff0c\u8ba9\u4ea7\u54c1\u5145\u6ee1\u4e86\u201c\u75db\u70b9\u9a71\u52a8\u201d\u7684\u52a1\u5b9e\u611f\u3002\u5b83\u4e0d\u8ffd\u6c42\u53d6\u4ee3Webflow\u6216Framer\u5728\u521b\u610f\u8bbe\u8ba1\u4e0a\u7684\u7075\u6d3b\u6027\uff0c\u800c\u662f\u6b7b\u78d5\u201c\u89c4\u6a21\u5316\u201d\u4e0e\u201c\u4e00\u81f4\u6027\u201d\u8fd9\u4e24\u4e2a\u5de5\u7a0b\u5316\u601d\u7ef4\u7684\u5173\u952e\u8bcd\u3002\u4ece\u8bc4\u8bba\u4e2d\u5ba2\u6237\u201c\u4e3a\u6bcf\u4e2aReddit\u8bc4\u8bba\u81ea\u52a8\u751f\u6210\u9875\u9762\u201d\u7684\u7528\u4f8b\u53ef\u89c1\uff0c\u5b83\u6b63\u88ab\u7528\u4e8e\u63a2\u7d22\u8425\u9500\u81ea\u52a8\u5316\u7684\u524d\u6cbf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u4e0e\u5ba2\u6237\u7684\u8bbe\u8ba1\u7cfb\u7edf\u6210\u719f\u5ea6\u5f3a\u7ed1\u5b9a\uff0c\u5bf9\u54c1\u724c\u6df7\u4e71\u7684\u65e9\u671f\u516c\u53f8\u5438\u5f15\u529b\u6709\u9650\u3002\u5176\u6b21\uff0c\u867d\u7136\u89e3\u51b3\u4e86\u751f\u6210\u95ee\u9898\uff0c\u4f46\u9875\u9762\u6027\u80fd\u3001\u6df1\u5ea6\u4e2a\u6027\u5316\u3001\u590d\u6742\u4ea4\u4e92\u7b49\u4ecd\u9700\u89c2\u5bdf\u3002\u6700\u540e\uff0c\u9762\u5bf9Vercel\u3001Netlify\u7b49\u540c\u6837\u5f3a\u8c03\u5f00\u53d1\u8005\u4f53\u9a8c\u7684\u5e73\u53f0\uff0cFlint\u5fc5\u987b\u5728\u201c\u65e0\u4ee3\u7801\u201d\u7684\u6613\u7528\u6027\u548c\u201c\u5168\u4ee3\u7801\u201d\u7684\u7075\u6d3b\u6027\u4e4b\u95f4\u627e\u5230\u66f4\u7a33\u56fa\u7684\u5e73\u8861\u70b9\u3002\u603b\u4f53\u800c\u8a00\uff0cFlint\u662f\u201cAI\u8d4b\u80fd\u5de5\u4f5c\u6d41\u201d\u8d8b\u52bf\u4e0b\u7684\u4e00\u4e2a\u4f18\u79c0\u8303\u4f8b\uff0c\u4f46\u5176\u957f\u671f\u6210\u529f\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u806a\u660e\u7684\u9875\u9762\u751f\u6210\u5668\u201d\u8fdb\u5316\u4e3a\u201c\u589e\u957f\u56e2\u961f\u4e0d\u53ef\u6216\u7f3a\u7684\u7f16\u6392\u5c42\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\">Flint<\/span>\n <\/div>\n<div class=\"comment-content\">Flint helps teams scale on-brand landing pages. Websites are launched fully coded, live on their domain, and shipped without engineering bottlenecks. You can use the Flint API or MCP to ship pages directly from your tools like Claude, your CRMs, and other GTM workflows. Common use cases for Flint include: Ad landing pages, AEO, GEO, SEO, ABM, comparison pages, and more.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt, I’m Michelle, co-founder of Flint.<\/p>\n<p>Yes, you can vibe-code a landing page in Claude Code. We’ve done it. It works great. Until you need a second page. And a third. And then you need forms that actually capture leads. And SEO that actually ranks. And pages that match your real brand, not a model’s guess at your brand. And you need to update all of them when your messaging changes. And you realize you’ve spent more time maintaining pages than building your product.<\/p>\n<p>That’s the gap Flint fills.<\/p>\n<p>Flint clones your actual design system and generates fully-coded, on-brand landing pages from a content brief. Pages go live on your domain, not a subdomain. No dev needed. No CMS migration. Optimized for AI search (ChatGPT, Google AI Overviews) out of the box.<\/p>\n<p>Whether you’re a solo founder shipping your first comparison pages or a growth team running hundreds of campaign pages across multiple brands, Flint gives you the system, not just a page. Brand consistency, lead capture, A\/B testing, and optimization that gets smarter over time.<\/p>\n<p>Graphite doubled their conversions and influenced 7 figures in ARR. One customer auto-generates a landing page for every Reddit comment mentioning their product via our API. Another embedded Flint directly into their sales workflow so every prospect gets a personalized page automatically.<\/p>\n<p>I was the first engineer and Head of Growth at Warp (0 to 500K WAUs). I built Flint because I lived this pain. You should be building your product, not maintaining landing pages.<\/p>\n<p>Try it free at <a href=\"http:\/\/tryflint.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">tryflint.com<\/a> (14-day Pro trial). Would love your feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>61<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> Feels very real, making one page is easy but managing many gets messy fast. Curious how easy it is to tweak pages for different campaigns ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> Rest of the things are ok but ,how do you handle keeping all pages updated when the core messaging or branding changes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> For a solo founder like me testing comparison pages, what’s one quick tweak in the content brief that makes the biggest difference for on-brand SEO results?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>One of my sites got blocked for “being a competitor” and another is stuck in onboarding for a week now, the manual onboarding seems very not AI<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Fit RO Service Center is a reliable and professional water purifier service provider in Hyderabad, <\/p>\n<p>offering expert repair, maintenance, and installation services for all major RO and UV <\/p>\n<p>water purifier brands. Our experienced technical team is dedicated to delivering fast, affordable, and high-quality service at your doorstep.<\/p>\n<p>We provide trusted RO water purifier service in Hyderabad, covering everything <\/p>\n<p>from routine servicing and filter replacement to complete system repair and re-installation. Customers<\/p>\n<p> searching for water purifier service near me, RO service Hyderabad, or dependable purifier maintenance can rely on us for prompt support and transparent pricing.<\/p>\n<p>Our services are widely available in areas like Nizampet and Miyapur, Telangana, making <\/p>\n<p>us a preferred choice for water purifier service near Nizampet Hyderabad and water purifier <\/p>\n<p>service near Miyapur Telangana. We also guide customers clearly on water purifier installation charges, ensuring no hidden costs.<\/p>\n<p>Fit RO Service Center services all leading brands, including Kent water purifier service Hyderabad,<\/p>\n<p> Aquaguard water purifier service Hyderabad, Blue Star water purifier service Hyderabad, AO Smith water purifier service center Hyderabad,<\/p>\n<p> and Eureka Forbes water purifier service centre in Hyderabad. Whether you need regular servicing or urgent repairs, we use genuine spare parts to ensure long-lasting performance.<\/p>\n<p>Recognized as one of the best water purifier service providers in Hyderabad, we focus on customer satisfaction, timely service,<\/p>\n<p> and dependable after-sales support. If you are looking for <\/p>\n<p>this is all area We provide Water Purifier service and reapir Banjara Hills, Jubilee Hills, Gachibowli, Hitech City, Nanaramguda, Kokapet, Madhapur, Film Nagar, Begumpet, Manikonda<\/p>\n<p>Fit Ro Service Center <\/p>\n<p>Address: Shop 12,Mig 398, Flat 201, Road No. 5, Kukatpally Housing Board Colony, Hyderabad, Telangana 500072 <\/p>\n<p>Phone: 09540228036<\/p>\n<p>Profile Link : <a href=\"https:\/\/rb.gy\/qj8wcp\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/rb.gy\/qj8wcp<\/a><\/p>\n<p>Website : <a href=\"https:\/\/fitroservicecenter.in\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/fitroservicecenter.in<\/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\/@klaas_foppen1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@klaas_foppen1<\/a> Sorry you ran into issues. You can reach out to me at <a href=\"mailto:ed@tryflint.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">ed@tryflint.com<\/a> and we’ll make sure to get you unblocked asap.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! Btw among AEO, SEO, ABM and GEO where are you seeing the strongest ROI right now?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Of the list, ABM has had the highest ROI, but only because it’s typically used on huge ACV deals. Outside of the list, the strongest ROI comes from optimizing Google Ads actually – a lot of businesses are sending all their ad campaigns to a generic page, and Flint helps them create a custom page for every ad. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Thanks everyone so much for the support, we’re excited for you all to give Flint a try!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<\/p>\n<p>Flint feels very on point: the need to spin up on-brand pages fast without dragging engineering in every time is such a bottleneck for growth teams. Love how you\u2019re connecting this with APIs and GTM workflows makes it feel way more scalable than typical landing page builders.<\/p>\n<\/p>\n<p>We actually just launched on Product Hunt a few days ago as well, so I can definitely relate and hope you\u2019re enjoying the launch day energy.<\/p>\n<\/p>\n<p>Wishing you a great launch and strong traction!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> <br \/>Thank you! <\/p>\n<p>This was exactly the pain we kept running into ourselves, which is what pushed us to build Flint the way we did. Great to hear the API and GTM approach resonates. We have been very focused on making this something growth teams can actually rely on at scale.<\/p>\n<p>And congratulations on your Product Hunt launch as well. Such a unique experience. Hope you are seeing strong early traction.<\/p>\n<p>Appreciate the support and wishing you continued success 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>The fact that pages go live on your actual domain instead of a subdomain is a huge detail that most builders overlook. Really smart to build the MCP integration too so teams can ship pages right from their existing workflows. @michelle_lim1 How are you handling brand consistency when a company refreshes their design system, do existing pages auto-update?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@michelle_lim1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michelle_lim1<\/a> <a href=\"https:\/\/www.producthunt.com\/@marcelo_farr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marcelo_farr<\/a> LangChain (a customer) went through a major brand refresh recently and it took the team ~2 hour to update all pages on Flint with the new branding (the rest of their website took weeks to be fully migrated to the new branding). You can learn more in their case study – <a href=\"https:\/\/www.tryflint.com\/customers\/langchain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.tryflint.com\/customers\/langchain<\/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>The video looks very cool! Really impressed!<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The Flint MCP server is a massive W for our engineering team. Way less prompting <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Hello Flint team <3 congratulations for sucessful launch! Really like this project and definitely will try asap <3<br \/>As a solo newbie dev i like things like this because it can help me to build things faster and cheaper because i already launched 1 project but it was not good so working on it AGAIN to get it so much better and hope i can make Launch 2.0 here in 2 weeks <3<\/p>\n<p>Wish you all the best!<\/p>\n<p>Vojtech<br \/>founder of <a href=\"https:\/\/www.producthunt.com\/products\/seokrates\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"seokrates\" target=\"_blank\" rel=\"noopener\">@SEOKRATES<\/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>scaling ABM pages is a consistency nightmare. curious how well the on-brand guardrails hold at 100+ variants<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> The guardrails hold because of how we architect it under the hood. When you onboard, Flint extracts your design system tokens and every page is generated from those tokens, not from generic templates. On top of that, if you update a component and mean to apply to all pages, it cascades across everything. One of our customers generated 100 ABM variants over the course of 1 month and they are all still on-brand.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ATI5H6LN6XWRFG\" class=\"app-title\">Google Chrome Vertical Tabs<\/a><\/p>\n<div class=\"one-liner\">Chrome now supports vertical tabs and immersive reading mode<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">275<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Chrome\u6d4f\u89c8\u5668\u65b0\u589e\u5782\u76f4\u6807\u7b7e\u9875\u548c\u6c89\u6d78\u5f0f\u9605\u8bfb\u6a21\u5f0f\uff0c\u901a\u8fc7\u4fa7\u8fb9\u680f\u7eb5\u5411\u6392\u5217\u6807\u7b7e\u9875\u548c\u63d0\u4f9b\u65e0\u5e72\u6270\u9605\u8bfb\u89c6\u56fe\uff0c\u89e3\u51b3\u4e86\u591a\u4efb\u52a1\u5904\u7406\u65f6\u6807\u7b7e\u9875\u7ba1\u7406\u6df7\u4e71\u548c\u7f51\u9875\u5185\u5bb9\u5206\u5fc3\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/61eea463-69e4-4fdd-a2f9-df9f45a73897.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\/8b7541d5-860c-4870-9006-c202adacbc89.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\/f74cab2e-f8c7-4935-87f9-5f53a8e39698.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aaf88944-a957-4105-a23d-9c9aafe6fab4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71cdbe5f-5e95-4e8e-9c0d-870bd79531a8.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\/26700d4c-f611-48a0-9b50-f668e990724f.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\/adafcb80-45fd-4e18-b97c-fc63f43804a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/00174808-97d6-4212-b0d3-fdc44bbe6c5a.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\/f610ce34-5110-43c1-aa2b-cbce27d8e7b3.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/zS6lx2m8tZQ?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/zS6lx2m8tZQ?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Tech<\/span><br \/>\n <span class=\"tag\">Search<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u529f\u80fd<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u6807\u7b7e\u9875<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6807\u7b7e\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6c89\u6d78\u5f0f\u9605\u8bfb<\/span><br \/>\n <span class=\"tag\">\u591a\u4efb\u52a1\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u5347\u7ea7<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u6a21\u5f0f<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u7a7a\u95f4\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>\u7528\u6237\u666e\u904d\u6b22\u8fce\u8be5\u529f\u80fd\uff0c\u8ba4\u4e3a\u5782\u76f4\u6807\u7b7e\u66f4\u9002\u5408\u5bbd\u5c4f\u548c\u591a\u6807\u7b7e\u7528\u6237\uff0c\u80fd\u63d0\u5347\u6548\u7387\u3002\u90e8\u5206\u7528\u6237\u6307\u51fa\u5176\u5b9e\u73b0\u4e0d\u5982Arc\u7b49\u6d4f\u89c8\u5668\u7cbe\u81f4\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\u5982\u4f55\u542f\u7528\u3001\u4e0e\u73b0\u6709\u6807\u7b7e\u7ec4\u7684\u6574\u5408\uff0c\u4ee5\u53ca\u662f\u5426\u5f71\u54cd\u6027\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 Google Chrome\u6b64\u6b21\u5f15\u5165\u5782\u76f4\u6807\u7b7e\u9875\uff0c\u66f4\u50cf\u662f\u4e00\u6b21\u88ab\u52a8\u7684\u201c\u529f\u80fd\u8865\u8bfe\u201d\uff0c\u800c\u975e\u5f15\u9886\u6027\u7684\u521b\u65b0\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5c06\u4e00\u4e2a\u5c0f\u4f17\u4f46\u9ad8\u7c98\u6027\u7684\u751f\u4ea7\u529b\u7279\u6027\u4e3b\u6d41\u5316\uff0c\u8bd5\u56fe\u633d\u56de\u88abEdge\u3001Arc\u7b49\u6d4f\u89c8\u5668\u4ee5\u7c7b\u4f3c\u8bbe\u8ba1\u54f2\u5b66\u5438\u5f15\u8d70\u7684\u201c\u9ad8\u7ea7\u7528\u6237\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u53ef\u89c1\uff0c\u6838\u5fc3\u7528\u6237\u662f\u90a3\u4e9b\u5e38\u5e74\u5f00\u542f\u6570\u5341\u4e2a\u6807\u7b7e\u9875\u7684\u7814\u7a76\u8005\u3001\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u591a\u4efb\u52a1\u5904\u7406\u8005\u3002\u4ed6\u4eec\u7684\u75db\u70b9\u5e76\u975e\u6d4f\u89c8\u5668\u6838\u5fc3\u6027\u80fd\uff0c\u800c\u662f\u4fe1\u606f\u8fc7\u8f7d\u4e0b\u7684\u8ba4\u77e5\u7ba1\u7406\u3002\u5782\u76f4\u6807\u7b7e\u901a\u8fc7\u5c55\u793a\u5b8c\u6574\u6807\u9898\uff0c\u5c06\u6807\u7b7e\u7ba1\u7406\u4ece\u201c\u89c6\u89c9\u731c\u8c1c\u201d\u53d8\u4e3a\u201c\u6587\u672c\u6d4f\u89c8\u201d\uff0c\u672c\u8d28\u662f\u964d\u4f4e\u4e86\u4fe1\u606f\u68c0\u7d22\u7684\u8ba4\u77e5\u8d1f\u8377\u3002\u6c89\u6d78\u5f0f\u9605\u8bfb\u6a21\u5f0f\u5219\u662f\u540c\u4e00\u903b\u8f91\u7684\u5ef6\u4f38\u2014\u2014\u5265\u79bb\u5197\u4f59\u89c6\u89c9\u5143\u7d20\uff0c\u805a\u7126\u6838\u5fc3\u5185\u5bb9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8c37\u6b4c\u7684\u8fed\u4ee3\u663e\u5f97\u8c28\u614e\u751a\u81f3\u201c\u61d2\u60f0\u201d\u3002\u5bf9\u6bd4Arc\u6d4f\u89c8\u5668\u5c06\u5782\u76f4\u6807\u7b7e\u4e0e\u7a7a\u95f4\u3001\u7b14\u8bb0\u7b49\u6df1\u5ea6\u6574\u5408\uff0c\u6253\u9020\u201c\u5de5\u4f5c\u6d41\u64cd\u4f5c\u7cfb\u7edf\u201d\u7684\u6fc0\u8fdb\u505a\u6cd5\uff0cChrome\u7684\u5782\u76f4\u6807\u7b7e\u76ee\u524d\u4ec5\u662f\u4e00\u4e2aUI\u5e03\u5c40\u9009\u9879\uff0c\u7f3a\u4e4f\u4e0e\u4e66\u7b7e\u3001\u5386\u53f2\u3001\u6269\u5c55\u7684\u6df1\u5ea6\u4ea4\u4e92\u3002\u8fd9\u53cd\u6620\u51fa\u8c37\u6b4c\u5728\u6ee1\u8db3\u9ad8\u7ea7\u7528\u6237\u9700\u6c42\u4e0e\u4fdd\u6301\u5927\u4f17\u4ea7\u54c1\u7b80\u6d01\u6027\u4e4b\u95f4\u7684\u4e24\u96be\u3002\u5176\u4f18\u52bf\u5728\u4e8e\u5e9e\u5927\u7684\u7528\u6237\u57fa\u6570\u548c\u65e0\u7f1d\u7684\u8d26\u6237\u4f53\u7cfb\uff0c\u4e00\u65e6\u7528\u6237\u4e60\u60ef\u6b64\u5e03\u5c40\uff0c\u8fc1\u79fb\u6210\u672c\u5c06\u66f4\u9ad8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4e3e\u4e5f\u63ed\u793a\u4e86\u684c\u9762\u8bbe\u5907\u201c\u5bbd\u5ea6\u8fc7\u5269\u201d\u7684\u73b0\u72b6\u3002\u5728\u5bbd\u5c4f\u6210\u4e3a\u6807\u914d\u7684\u65f6\u4ee3\uff0c\u6c34\u5e73\u6807\u7b7e\u680f\u7684\u7a7a\u95f4\u6d6a\u8d39\u95ee\u9898\u88ab\u653e\u5927\uff0c\u5782\u76f4\u6392\u5217\u662f\u5bf9\u5c4f\u5e55\u7a7a\u95f4\u7684\u4e00\u6b21\u7406\u6027\u518d\u5206\u914d\u3002\u4f46\u6700\u7ec8\uff0c\u8fd9\u4ecd\u662f\u4e00\u4e2a\u4f18\u5316\u578b\u529f\u80fd\uff0c\u5b83\u63d0\u5347\u4e86\u6d4f\u89c8\u5668\u7684\u201c\u5929\u82b1\u677f\u201d\uff0c\u4f46\u672a\u6539\u53d8\u5176\u201c\u5730\u57fa\u201d\u3002Chrome\u7684\u771f\u6b63\u6311\u6218\uff0c\u6216\u8bb8\u662f\u5982\u4f55\u5c06\u8fd9\u4e9b\u79bb\u6563\u7684\u751f\u4ea7\u529b\u529f\u80fd\uff0c\u7f16\u7ec7\u6210\u4e00\u4e2a\u66f4\u5177\u8fde\u8d2f\u6027\u548c\u667a\u80fd\u6027\u7684\u5de5\u4f5c\u73af\u5883\uff0c\u800c\u975e\u4ea6\u6b65\u4ea6\u8d8b\u7684\u529f\u80fd\u5806\u780c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Google Chrome Vertical Tabs<\/span>\n <\/div>\n<div class=\"comment-content\">Google Chrome introduces vertical tabs and an enhanced reading mode. Organize tabs side-by-side for easier multitasking, and switch to a distraction-free, full-page reading view for deep focus and better productivity.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I never felt if this was the problem. Now I can ignore my tabs vertically instead of horizontally, nice upgrade \ud83d\ude06<\/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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a> Finally, something for people who keep 30+ tabs open at once. Vertical tabs feel like a small change but could really change daily browsing<\/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\">@new_user___090202674ab6e030a7a9c52 Google really said \u201cwhat if\u2026 we rotate the problem\u201d after all these years \ud83d\ude06<\/div>\n<div class=\"comment-actions\">\n<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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a> The feeling’s Mutual here<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, Chrome has it too. I’ve been using vertical tabs in Edge for a long time and I absolutely love it. <br \/>With screens getting wider and wider, vertical tabs is really useful!<\/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\/@frankxxx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@frankxxx<\/a> Hello, this looks super useful. I usually end up with dozens of tabs open and constantly lose track of what\u2019s where. Vertical tabs might actually save me from chaos.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Google Chrome just rolled out vertical tabs + an upgraded reading mode to boost productivity.<\/p>\n<\/p>\n<p>Managing too many tabs and distracting pages? This solves it by organizing tabs vertically (so you can actually read titles) and offering a clean, immersive reading view.<\/p>\n<\/p>\n<p><strong>What\u2019s different:<\/strong> Simple UX upgrades that make a big impact on focus and multitasking.<\/p>\n<\/p>\n<p><strong>Features:<\/strong><\/p>\n<p>\u2013 Vertical tabs for better tab management<\/p>\n<p>\u2013 Full-page reading mode for distraction-free browsing<\/p>\n<\/p>\n<p><strong>Benefits:<\/strong> Stay organized, find tabs faster, and read without noise.<\/p>\n<\/p>\n<p><strong>Who it\u2019s for:<\/strong> Power users, multitaskers, and anyone juggling lots of tabs daily. <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> This is quite amazing. How does the vertical tabs sidebar integrate with existing tab groups; does it make grouping and collapsing even smoother for heavy multitaskers like us in content\/research workflows?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">As a former Arc user, I was genuinely obsessed with vertical tabs for a while. But after switching back to Chrome \u2014 and even building a few sidebar extensions myself \u2014 I started to realize that horizontal tabs have their own kind of charm too. So I\u2019m really glad to see this option being added. Definitely going to give it a try.<\/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>Arc vertical tabs are still the best implementation of this feature. Dia (from same company) have done it right too. But this version in chrome is lazy af. <\/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>Saw this first in firefox and am glad that it made it to chrome<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Vertical tabs are one of those features that feel obvious once you have them but you never knew you needed. With wider monitors becoming the norm, horizontal tabs waste so much space. @rohanrecommends Have you noticed any performance difference when running a lot of tabs in vertical mode versus the classic layout?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this! I can’t believe I never even considered this a possibility, but this will be a game changer for differentiating between all the similarly named google docs I work in each day. Great update!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A much better view than the horizontal ones. I don’t think I would be lost in this view. Congrats on this new update!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Woww this is extremely useful for me,<br \/>I usually use arc\/dia on daily-basis, I’ll give it a try.<br \/>Good job.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This was a much-awaited update for Chrome. Finally it’s here!! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So does that mean there won’t be too many ads\uff1f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>how do you get access to this? i downloaded the latest and dont see this option<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/A6NXLH4I5LIPHG\" class=\"app-title\">LookAway 2<\/a><\/p>\n<div class=\"one-liner\">The Mac app your body thanks you for<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">225<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u667a\u80fd\u4f11\u606f\u63d0\u9192\u3001\u7ed3\u5408\u59ff\u52bf\u548c\u7728\u773c\u76d1\u6d4b\uff0c\u5e76\u5177\u5907\u8de8\u8bbe\u5907\u540c\u6b65\u548c\u573a\u666f\u611f\u77e5\u529f\u80fd\u7684Mac\u5e94\u7528\uff0c\u65e8\u5728\u4e3a\u957f\u65f6\u95f4\u9762\u5bf9\u5c4f\u5e55\u7684\u7528\u6237\u7cfb\u7edf\u6027\u7f13\u89e3\u773c\u75b2\u52b3\u3001\u9888\u80a9\u4e0d\u9002\u548c\u8eab\u5fc3\u5026\u6020\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a19370eb-def6-4f78-b6ec-81b1acfba2e0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9d5377c4-7b62-411b-af5e-a848b3e33822.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/507e1692-d922-4001-841c-0ebe03d7cf92.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/33c27c95-45c3-467e-a7b1-e4b49f02309e.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f11\u606f\u63d0\u9192<\/span><br \/>\n <span class=\"tag\">\u773c\u75b2\u52b3\u7f13\u89e3<\/span><br \/>\n <span class=\"tag\">\u59ff\u52bf\u7ea0\u6b63<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u573a\u666f\u611f\u77e5<\/span><br \/>\n <span class=\"tag\">\u8de8\u8bbe\u5907\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4e60\u60ef\u57f9\u517b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5c24\u5176\u8d5e\u8d4fiPhone\u540c\u6b65\u548c\u573a\u666f\u611f\u77e5\u529f\u80fd\u3002\u6838\u5fc3\u8ba8\u8bba\u56f4\u7ed5\u201c\u5982\u4f55\u6709\u6548\u6267\u884c\u4f11\u606f\u800c\u975e\u88ab\u8f7b\u6613\u8df3\u8fc7\u201d\uff0c\u63d0\u51fa\u4e86\u5f3a\u5236\u5c4f\u5e55\u53d8\u6697\u3001\u4f18\u5316\u6253\u65ad\u7b56\u7565\u7b49\u5efa\u8bae\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u89e3\u91ca\u4e86\u667a\u80fd\u6682\u505c\u548c\u5f3a\u6267\u884c\u529b\u7684\u8bbe\u8ba1\u601d\u8def\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 LookAway 2\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u7b80\u5355\u7684\u8ba1\u65f6\u5668\uff0c\u800c\u8bd5\u56fe\u6210\u4e3a\u4e00\u4f4d\u5d4c\u5165\u4f60\u5de5\u4f5c\u6d41\u7684\u201c\u6570\u5b57\u5065\u5eb7\u534f\u7ba1\u5458\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u7528\u6280\u672f\u624b\u6bb5\uff0c\u5bf9\u6297\u6280\u672f\u672c\u8eab\u5e26\u6765\u7684\u635f\u5bb3\u2014\u2014\u8fd9\u662f\u4e00\u79cd\u6df1\u523b\u7684\u8865\u507f\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6700\u7280\u5229\u7684\u5207\u5165\u70b9\u662f**\u8de8\u8bbe\u5907\u540c\u6b65**\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u73b0\u4ee3\u4eba\u201c\u5c4f\u5e55\u75b2\u52b3\u8f6c\u79fb\u201d\u7684\u987d\u75be\uff1a\u4ece\u7535\u8111\u4f11\u606f\uff0c\u5374\u7acb\u523b\u62ff\u8d77\u624b\u673a\u3002\u901a\u8fc7\u5207\u65ad\u8fd9\u4e00\u5faa\u73af\uff0c\u5b83\u8feb\u4f7f\u201c\u4f11\u606f\u201d\u56de\u5f52\u5176\u672c\u4e49\u3002\u5176\u6b21\uff0c\u5176\u5927\u529b\u5ba3\u4f20\u7684\u201c\u573a\u666f\u611f\u77e5\u201d\u5b9e\u5219\u662f\u6b64\u7c7b\u5de5\u5177\u80fd\u5426\u5b58\u6d3b\u7684\u5173\u952e\u3002\u7528\u6237\u5378\u8f7d\u4f11\u606f\u5e94\u7528\uff0c\u5f80\u5f80\u4e0d\u662f\u56e0\u4e3a\u4e0d\u9700\u8981\uff0c\u800c\u662f\u56e0\u4e3a\u4e0d\u5408\u65f6\u5b9c\u7684\u6253\u65ad\u6210\u4e86\u65b0\u7684\u538b\u529b\u6e90\u3002LookAway\u8bd5\u56fe\u901a\u8fc7\u5224\u65ad\u4f1a\u8bae\u3001\u5168\u5c4f\u7b49\u72b6\u6001\u6765\u5b66\u4e60\u201c\u4f55\u65f6\u4e0d\u8be5\u6253\u6270\u201d\uff0c\u8fd9\u662f\u5728\u89e3\u51b3\u53ef\u7528\u6027\u95ee\u9898\uff0c\u66f4\u662f\u5728\u8fdb\u884c\u4e00\u573a\u884c\u4e3a\u5fc3\u7406\u5b66\u7684\u5b9e\u8df5\uff1a\u8ba9\u63d0\u9192\u4ece\u201c\u5916\u6765\u5e72\u6270\u201d\u8f6c\u53d8\u4e3a\u201c\u9002\u65f6\u5efa\u8bae\u201d\uff0c\u624d\u80fd\u57f9\u517b\u53ef\u6301\u7eed\u7684\u4e60\u60ef\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6838\u5fc3\u77db\u76fe\u5728\u8bc4\u8bba\u4e2d\u5df2\u66b4\u9732\u65e0\u9057\uff1a**\u201c\u5f3a\u5236\u6267\u884c\u529b\u201d\u4e0e\u201c\u7528\u6237\u81ea\u4e3b\u6743\u201d\u7684\u62c9\u952f**\u3002\u7528\u6237\u65e2\u8981\u6c42\u5e94\u7528\u80fd\u201c\u903c\u201d\u81ea\u5df1\u4f11\u606f\uff0c\u53c8\u62c5\u5fc3\u5728\u6df1\u5ea6\u5de5\u4f5c\u65f6\u88ab\u7c97\u66b4\u6253\u65ad\u3002LookAway 2\u7684\u201c\u667a\u80fd\u5f3a\u5236\u4f11\u606f\u201d\u529f\u80fd\u662f\u8d70\u5411\u66f4\u6fc0\u8fdb\u5e72\u9884\u7684\u5c1d\u8bd5\uff0c\u4f46\u8fd9\u65e0\u5f02\u4e8e\u8d70\u94a2\u4e1d\u3002\u8fc7\u5ea6\u5f3a\u5236\u4f1a\u5f15\u53d1\u9006\u53cd\u5fc3\u7406\u800c\u88ab\u5378\u8f7d\uff0c\u8fc7\u4e8e\u6e29\u548c\u5219\u6ca6\u4e3a\u88c5\u9970\u3002\u5176\u6210\u8d25\u5c06\u53d6\u51b3\u4e8e\u7b97\u6cd5\u5bf9\u201c\u5fc3\u6d41\u72b6\u6001\u201d\u7684\u5224\u65ad\u80fd\u5426\u8db3\u591f\u7cbe\u51c6\u3001\u4eba\u6027\u5316\uff0c\u8fd9\u51e0\u4e4e\u662fAI\u60c5\u611f\u8ba1\u7b97\u7684\u8303\u7574\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u8d29\u5356\u7684\u662f\u4e00\u79cd\u201c\u5065\u5eb7\u7684\u786e\u5b9a\u6027\u201d\u3002\u5728\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u4f5c\u73af\u5883\u4e2d\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u79cd\u5bf9\u8eab\u4f53\u8d1f\u8d23\u7684\u3001\u53ef\u91cf\u5316\u7684\u786e\u5b9a\u6027\u627f\u8bfa\u3002\u5b83\u7684\u5929\u82b1\u677f\u5728\u4e8e\uff0c\u5065\u5eb7\u4e60\u60ef\u7684\u517b\u6210\u6700\u7ec8\u4f9d\u8d56\u4e8e\u4eba\u7684\u5185\u5728\u52a8\u673a\uff0c\u5de5\u5177\u53ea\u80fd\u4f18\u5316\u8def\u5f84\u3001\u964d\u4f4e\u963b\u529b\u3002LookAway 2\u7684\u8bf8\u591a\u521b\u65b0\uff0c\u6b63\u662f\u5c06\u963b\u529b\u964d\u5230\u6781\u81f4\u7684\u52aa\u529b\u3002\u4f46\u80fd\u5426\u6210\u4e3a\u6570\u5b57\u65f6\u4ee3\u7684\u5065\u5eb7\u5fc5\u9700\u54c1\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u201c\u667a\u80fd\u201d\u4e0e\u201c\u5f3a\u5236\u201d\u4e4b\u95f4\uff0c\u627e\u5230\u90a3\u4e2a\u8ba9\u7528\u6237\u611f\u5230\u88ab\u8f85\u52a9\u3001\u800c\u975e\u88ab\u76d1\u7ba1\u7684\u5b8c\u7f8e\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">LookAway 2<\/span>\n <\/div>\n<div class=\"comment-content\">LookAway is a smart break reminder for Mac that helps reduce eye strain and screen fatigue. It combines break, blink, and posture reminders with context awareness and iPhone sync, so your breaks stay in sync across devices and never interrupt you at the wrong time.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi, I am Kushagra, the maker of LookAway.<\/p>\n<p>I built LookAway after feeling the effects of long hours at my Mac myself — dry eyes, a stiff neck, worsening posture, and the mental fog that builds up when you stay glued to a screen for too long.<\/p>\n<p>From the beginning, I wanted LookAway to feel calm, thoughtful, and realistic for the way people actually work. Healthy screen habits are hard to maintain when reminders feel too rigid or show up at the wrong moment, so I focused on making something that adapts to your day and stays out of the way until it is needed.<\/p>\n<p>That idea has guided the product since the start, and LookAway 2 is the biggest update yet.<\/p>\n<p>This release brings a major redesign, smarter break enforcement, a full stats experience, and iPhone sync so breaks stay in sync across devices. I also added more context awareness, better pause handling, improved blink and posture reminders, and a more polished control center in the menu bar. A lot of this update came directly from user feedback, and a lot of it came from using the app myself every day and seeing where the experience could be better.<\/p>\n<p>LookAway 2 is my effort to make taking breaks feel natural, sustainable, and a little more human. I am excited to finally share it here, and I would love to hear what you think.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> Great idea, one suggestion to improve this is all screen dimming, as in adding a black layer on top of screen with 50% transparency which makes it difficult to ignore the notification and pushes user to actually take a break!<\/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\/@kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> Congrats\uff5e To be honest, I’ve tried many ‘break reminders’ and most end up being ignored or uninstalled because I just click ‘Skip’ whenever I’m in the zone. <\/p>\n<p>What’s your strategy for ‘Break Enforcement’ vs ‘User Friction’? If I’m deep in a coding session, how does LookAway convince me to actually look away instead of just treating it as another annoying notification?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> Kudos on the launch. For remote teams glued to calls, any plans to add collaborative stats sharing or team reminders?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>More health apps like these! \ud83e\udd0c<\/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>Curious how customizable it gets .Can users fine tune how strict or gentle the reminders are depending on their workflow?<\/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>Beautiful through and through!<\/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!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>posture reminders + eye breaks in one app makes sense. most people don’t realize how connected those issues are – you lean forward when your eyes get tired, then your neck hurts, then you lean forward more. breaking that cycle early is key.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Kushagra! the context-aware part sells it for me. Every break reminder app I’ve tried before would interrupt me mid-flow and I’d just dismiss it and never come back. How does it decide when you’re in the zone vs a good moment to break? Not an easy UX problem to solve I imagine?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>hy <a href=\"https:\/\/www.producthunt.com\/@kushsolitary\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"kushsolitary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kushsolitary<\/a> your product is good, i liked, but i want to know something because i come from non-tech background. <br \/>how did you build it?, is this vibe coding or manual coding?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The iPhone sync feature is a game changer for break reminders. Most people just pick up their phone the second a break starts, which defeats the whole purpose. Love that you thought about that loop. @kushsolitary How does the context awareness work during screen sharing or presentations, does it auto-pause?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like this idea! It looks a lot nicer than ScreenTime<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<\/p>\n<p>This is such a thoughtful product \u2014 I feel like we all need this, especially those of us who spend way too many hours in front of a screen (definitely me \ud83d\ude48). Honestly, something like this feels less like a \u201cnice-to-have\u201d and more like a must-have for everyday work.<\/p>\n<p>Love that it\u2019s native, customizable, and actually gentle \u2014 that makes a huge difference for adoption.<\/p>\n<p>We actually just launched on Product Hunt a few days ago as well, so I can totally relate \u2014 hope you\u2019re enjoying the launch day, it\u2019s a big one <\/p>\n<\/p>\n<p>Wishing you a great launch and lots of happy, well-rested users!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>honestly these forced breaks help on long sessions. the snooze behavior is what makes or breaks these tools – if it’s too easy to bypass, people just disable it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>what make it different from other similar product ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sonu38\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sonu38<\/a> The main thing I think LookAway does differently compared to other apps is <strong>iPhone sync<\/strong>. During breaks, it can sync with your iPhone so you’re less likely to just switch devices and keep scrolling. As far as I know, that’s not something the other apps in this category offer.<\/p>\n<\/p>\n<p>The second big difference is <strong>smart pause \/ context awareness<\/strong>. LookAway tries to avoid interrupting you at the wrong moment by adapting around things like meetings, screen recording, video playback, and similar situations where a forced reminder would feel frustrating.<\/p>\n<\/p>\n<p>Other things that set it apart:<\/p>\n<ul>\n<li>\n<p>posture reminders and blink reminders in addition to break reminders<\/p>\n<\/li>\n<li>\n<p>a heads-up before breaks so they don’t feel abrupt<\/p>\n<\/li>\n<li>\n<p>stronger break controls in 2.0<\/p>\n<\/li>\n<li>\n<p>a more detailed stats experience with things like Screen Score, session patterns, and natural breaks<\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/LH3TMZMEHOMCNJ\" class=\"app-title\">MindsDB Anton<\/a><\/p>\n<div class=\"one-liner\">Business intelligence that doesn’t just answer \u2014 it acts.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">162<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>MindsDB Anton\u662f\u4e00\u6b3e\u80fd\u81ea\u4e3b\u5b8c\u6210\u4ece\u6570\u636e\u53d1\u73b0\u5230\u884c\u52a8\u5efa\u8bae\u5168\u6d41\u7a0b\u7684\u5546\u4e1a\u667a\u80fd\u4ee3\u7406\uff0c\u5728\u6570\u636e\u5206\u6563\u4e14\u51b3\u7b56\u6ede\u540e\u7684\u4f01\u4e1a\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u4f20\u7edfBI\u5de5\u5177\u4ec5\u63d0\u4f9b\u9759\u6001\u6d1e\u5bdf\u800c\u65e0\u6cd5\u4e3b\u52a8\u9a71\u52a8\u884c\u52a8\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dbac5865-59f0-44cf-a8ff-4198d7372012.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\/fde2a43d-cba8-4ddd-b41b-f3431ab3ec66.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\/17d224ac-bc13-4e25-97e9-e94f5da504be.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\/f8e7968a-319f-415b-846c-6738adb20156.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\/5b06c9d9-703b-46bc-8adc-1ddd980b6dfb.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\/2f560361-8aa9-44c5-85dc-4b317fc82757.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\/1851b3c0-0141-4857-b155-b1ae5c1ec957.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\/ed5c224a-779e-4fbf-937a-f73658191191.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=PShBMRuOZ_0\"><source src=\"https:\/\/www.youtube.com\/watch?v=PShBMRuOZ_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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Data & Analytics<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u81ea\u4e3b\u5546\u4e1a\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">AI\u6570\u636e\u5206\u6790\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u51b3\u7b56\u6267\u884c<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u6570\u636e\u6cbb\u7406<\/span><br \/>\n <span class=\"tag\">\u591a\u6570\u636e\u6e90\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u4eea\u8868\u677f<\/span><br \/>\n <span class=\"tag\">\u7aef\u5230\u7aef\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5b89\u5168\u5408\u89c4<\/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\u4ece\u201c\u6d1e\u5bdf\u201d\u8f6c\u5411\u201c\u884c\u52a8\u201d\u7684\u8303\u5f0f\u8f6c\u53d8\u548c\u7aef\u5230\u7aef\u81ea\u52a8\u5316\u80fd\u529b\uff0c\u4f46\u6838\u5fc3\u5173\u5207\u96c6\u4e2d\u5728\u4fe1\u4efb\u4e0e\u6cbb\u7406\uff1a\u5982\u4f55\u7406\u89e3AI\u7684\u63a8\u7406\u8fc7\u7a0b\uff1f\u5728\u4e25\u683c\u5408\u89c4\u73af\u5883\u4e0b\u5982\u4f55\u5ba1\u8ba1\uff1f\u81ea\u52a8\u884c\u52a8\u7684\u6743\u9650\u4e0e\u5b89\u5168\u62a4\u680f\u5982\u4f55\u8bbe\u7f6e\uff1f\u5bf9\u6570\u636e\u51c6\u5907\u5ea6\u4e5f\u5b58\u6709\u7591\u95ee\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 MindsDB Anton\u6240\u6807\u699c\u7684\u201c\u4e0d\u53ea\u4f1a\u56de\u7b54\uff0c\u66f4\u4f1a\u884c\u52a8\u201d\uff0c\u5b9e\u8d28\u4e0a\u662f\u5c06\u5546\u4e1a\u667a\u80fd\u4ece\u201c\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u201d\u63a8\u5411\u201c\u81ea\u4e3b\u51b3\u7b56\u6267\u884c\u7cfb\u7edf\u201d\u7684\u4e00\u6b21\u6fc0\u8fdb\u5c1d\u8bd5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u6280\u672f\u5c42\u9762\u591a\u6e90\u6570\u636e\u7684\u8fde\u63a5\u4e0e\u81ea\u52a8\u5316\u5206\u6790\uff08\u8fd9\u5df2\u662f\u73b0\u6709AI Agent\u7684\u5ef6\u4f38\uff09\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u91cd\u65b0\u5b9a\u4e49\u4f01\u4e1a\u5185\u201c\u5206\u6790\u5e08\u201d\u7684\u89d2\u8272\u2014\u2014\u4ece\u4e00\u4e2a\u63d0\u4f9b\u62a5\u544a\u7684\u5efa\u8bae\u8005\uff0c\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u88ab\u6388\u4e88\u6709\u9650\u6267\u884c\u6743\u7684\u6570\u5b57\u5458\u5de5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u4e5f\u6b63\u662f\u5176\u6700\u5c16\u9510\u7684\u77db\u76fe\u70b9\u3002\u8bc4\u8bba\u4e2d\u5f25\u6f2b\u7684\u201c\u4fe1\u4efb\u7126\u8651\u201d\u76f4\u6307\u6838\u5fc3\uff1a\u5728\u591a\u6570\u4f01\u4e1a\u8fde\u7edf\u4e00\u6570\u636e\u5b9a\u4e49\u90fd\u96be\u4ee5\u8fbe\u6210\u7684\u73b0\u5b9e\u4e0b\uff0c\u4e00\u4e2a\u80fd\u81ea\u52a8\u91c7\u53d6\u884c\u52a8\u7684AI\u5982\u4f55\u83b7\u5f97\u7ec4\u7ec7\u6388\u6743\uff1f\u4ea7\u54c1\u56e2\u961f\u4ee5\u201c\u4f01\u4e1a\u7248\u63d0\u4f9b\u66f4\u591a\u7ba1\u63a7\u201d\u4f5c\u4e3a\u56de\u5e94\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u6311\u6218\u662f\u7ec4\u7ec7\u4e0e\u7ba1\u7406\uff0c\u800c\u975e\u5355\u7eaf\u6280\u672f\u3002AI\u7684\u201c\u9ed1\u7bb1\u201d\u7279\u6027\u5728\u63d0\u4f9b\u5efa\u8bae\u65f6\u5c1a\u53ef\u5bb9\u5fcd\uff0c\u4e00\u65e6\u6d89\u53ca\u5b9e\u9645\u201c\u884c\u52a8\u201d\uff0c\u900f\u660e\u6027\u4e0e\u53ef\u5ba1\u8ba1\u6027\u5c31\u6210\u4e3a\u4e0d\u53ef\u59a5\u534f\u7684\u521a\u9700\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cAnton\u7684\u6210\u8d25\u5173\u952e\uff0c\u4e0d\u5728\u4e8e\u5176\u80fd\u5426\u5904\u74061900\u5f20\u6742\u4e71\u8868\u683c\u7684\u6280\u672f\u70ab\u6280\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u8bbe\u8ba1\u51fa\u4e00\u5957\u8ba9\u4f01\u4e1a\u7ba1\u7406\u8005\u6562\u4e8e\u4ea4\u51fa\u90e8\u5206\u64cd\u4f5c\u6743\u9650\u7684\u201c\u4fe1\u4efb\u6846\u67b6\u201d\u3002\u8fd9\u5305\u62ec\uff1a\u53ef\u89e3\u91ca\u7684\u63a8\u7406\u94fe\u8def\u3001\u53ef\u9884\u6d4b\u7684\u884c\u52a8\u8303\u56f4\u3001\u53ef\u8ffd\u6eaf\u7684\u5ba1\u8ba1\u65e5\u5fd7\uff0c\u4ee5\u53ca\u6700\u91cd\u8981\u7684\u2014\u2014\u6e05\u6670\u754c\u5b9a\u4eba\u673a\u8d23\u4efb\u7684\u201c\u534f\u540c\u6d41\u7a0b\u201d\u3002\u5b83\u82e5\u6210\u529f\uff0c\u5c06\u5f00\u542f\u4eba\u673a\u534f\u540c\u51b3\u7b56\u7684\u65b0\u8303\u5f0f\uff1b\u82e5\u5931\u8d25\uff0c\u5219\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u56e0\u65e0\u6cd5\u8de8\u8d8a\u7ec4\u7ec7\u4fe1\u4efb\u9e3f\u6c9f\u800c\u505c\u7559\u5728\u6f14\u793a\u9636\u6bb5\u7684\u9177\u70ab\u5de5\u5177\u3002\u5176\u8def\u5f84\u662f\u98a0\u8986\u6027\u7684\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u9700\u5728\u6280\u672f\u6fc0\u8fdb\u4e0e\u5546\u4e1a\u4fdd\u5b88\u4e4b\u95f4\u8d70\u94a2\u4e1d\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\">MindsDB Anton<\/span>\n <\/div>\n<div class=\"comment-content\">Ask a business question, and Anton takes ownership of the entire analytical process: discovers data, runs the analysis, surfaces insights, builds dashboards, suggests next steps, and takes actions \u2014 all while enforcing enterprise security and governance.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH \ud83d\udc4b I\u2019m Adam, co-founder of MindsDB.<\/p>\n<p>Business intelligence has long promised faster, smarter decisions \u2014 but in many orgs insights arrive after decisions are already made.<\/p>\n<\/p>\n<p>That\u2019s why we built <strong>MindsDB Anton<\/strong> – a system that thinks autonomously and delivers outcomes while keeping your data and secrets protected.<\/p>\n<\/p>\n<p>Ask Anton in plain language, and it takes ownership of the analytic process: it discovers data, runs the analysis, surfaces the most important insights, builds dashboards, recommends next steps, and can take action \u2014 all with the security and governance enterprises require.<\/p>\n<\/p>\n<p>Anton is available on <a href=\"https:\/\/github.com\/mindsdb\/anton\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">GitHub<\/a> – tell us what you like in it and what you want us to build next.<\/p>\n<p>The first 1000 hunters will get a <strong>month of free AI tokens<\/strong> using the code <em>PROHUNTR100<\/em> at <a href=\"http:\/\/mdb.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">mdb.ai<\/a> <\/p>\n<\/p>\n<p>\u2014 Adam<\/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\/@adam_carrigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adam_carrigan<\/a> Really interesting direction especially the shift from \u201cinsights\u201d to actually owning the analytic process end-to-end.<\/p>\n<\/p>\n<p>Feels like one challenge with systems like this is helping users trust <em>how<\/em> conclusions are reached, not just the outcomes themselves.<\/p>\n<\/p>\n<p>How are you thinking about making Anton\u2019s reasoning visible to users?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@adam_carrigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adam_carrigan<\/a> In enterprise setups with strict compliance, how does it handle audit trails for AI-generated insights and any actions it takes?<\/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>Bold claim. An agent that acts on BI without human approval worries me – most orgs I’ve seen can’t even agree on what a metric means, let alone trust automated decisions downstream.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a>, please give it a try and let us know what you think. We also have an enterprise version that has more checks and balances, security, traces etc etc. to help orgs manage all the complexity. <\/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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> Very true, there\u2019s a lot of confusion about what a metric actually represents, and it\u2019s often used in the wrong context or direction.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>Love the shift from traditional dashboards to autonomous analysis \u2014 BI agents that actually behave like analysts and run 24\/7 feel like a natural next step for this space.<\/p>\n<p>We also launched on Product Hunt a few days ago, so can definitely relate and hope you\u2019re having a great launch day. <\/p>\n<p>Wishing you strong traction!<\/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\">@yanakazantseva1 thank you!<\/p>\n<p>Congrats on your launch too \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> Really appreciate this – thank you!<\/p>\n<p>That shift you mentioned is exactly what we\u2019re excited about. Moving from static dashboards to systems that can actually think, analyze, and act continuously feels like a big step forward for how teams work with data. Congrats on your Product Hunt launch as well – that\u2019s no small feat. Hope it\u2019s been a strong one for you too. Always great to see more teams pushing this space forward.<\/p>\n<p>Wishing for continued momentum \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> thank you Yana!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love the desktop app!!! plugged my email, calendar, hubspot, linear and github and I can now run everything from a single place<\/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\/@jorge_torres3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jorge_torres3<\/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>Indeed a bold claim. No matter what stage you are in, almost always, the important data itself is not in place or not synthesized for decision making. I wonder what level of data MindsDB works on? Can’t give access to supabase but metabase level data?<\/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\/@sayanta_ghosh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayanta_ghosh<\/a> You can give Anton access to any datasource and level of data that you like and where it makes sense – DBs, warehouses or applications. Anton can also work across and aggregate data from different sources, writing code like a Senior Analyst would, to be able to answer the question from the user.<\/p>\n<p>Would love your feedback if you’re able to try Anton 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi <a href=\"https:\/\/www.producthunt.com\/@sayanta_ghosh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sayanta_ghosh<\/a> <\/p>\n<p>Anton works at the source level, though pointing it at the BI layer does give it hints about what people find useful. But that\u2019s part of the problem it\u2019s designed to solve, you don\u2019t need to have clean data for it to surface insights or even help you clean the data itself!<\/p>\n<\/p>\n<p>We connected it to a live production database with 1,900+ tables, no curation, no prep, no hints, and it sifted through, identified the relevant tables, and returned solid answers.<\/p>\n<\/p>\n<p>I\u2019d love for you to give it a shot and see how it handles your setup. If it works let us know, if it doesn\u2019t let us know too since that\u2019s what we\u2019re trying to solve.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The “doesn’t just answer, it acts” thing caught my eye. I’ve spent way too long staring at dashboards that just sit there lol. So the idea of BI that actually does something with the data is cool.<\/p>\n<p>One thing I’m wondering though, how does governance work when it’s taking actions on its own? Like is there an approval step or can you set guardrails on what it’s allowed to do?<\/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\">@mihir_kanzariya that\u2019s a good question. You can choose the access\/permissions that you give Anton (eg read\/write) by scoping the keys of the systems that you connect Anton to as well as the instructions you give it.<\/p>\n<p>There is an enterprise version that has more and deeper guardrails and policies in this area.<\/p>\n<p>Would love your feedback if you\u2019d like to take Anton for a spin!<\/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<\/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\/GVLBEAVNDXWGVB\" class=\"app-title\">Browser Arena<\/a><\/p>\n<div class=\"one-liner\">Open-source benchmarks for cloud browser infrastructure<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">152<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Browser Arena\u662f\u4e00\u6b3e\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5\u5957\u4ef6\uff0c\u5728\u4e91\u6d4f\u89c8\u5668\u57fa\u7840\u8bbe\u65bd\u9009\u578b\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u63d0\u4f9b\u53ef\u590d\u73b0\u3001\u6807\u51c6\u5316\u7684\u6027\u80fd\u3001\u53ef\u9760\u6027\u4e0e\u6210\u672c\u6570\u636e\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u56e0\u5382\u5546\u8425\u9500\u566a\u97f3\u548c\u4e0d\u53ef\u590d\u73b0\u7684\u57fa\u51c6\u6d4b\u8bd5\u800c\u96be\u4ee5\u5ba2\u89c2\u8bc4\u4f30\u548c\u9009\u62e9\u670d\u52a1\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39fad34a-21fc-47eb-bf86-8b1ff9fe3584.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a31f21c0-8747-4066-8108-4b0c13f2448e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc4425b1-adc8-4c3f-88c5-56124bd3e67d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/83df56ed-83ce-49a1-8fbe-39ecbe6a1686.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u4e91\u6d4f\u89c8\u5668\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u6d4b\u8bc4<\/span><br \/>\n <span class=\"tag\">\u53ef\u590d\u73b0\u6027<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u57fa\u7840\u8bbe\u65bd\u9009\u578b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u9ad8\u5ea6\u8d5e\u8d4f\u5176\u5f00\u6e90\u3001\u53ef\u590d\u73b0\u53ca\u8bda\u5b9e\u7684\u57fa\u51c6\u6d4b\u8bd5\u65b9\u6cd5\uff0c\u8ba4\u4e3a\u5176\u5efa\u7acb\u4e86\u4fe1\u4efb\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u6d4b\u8bd5\u73af\u5883\uff08t3.micro\u5b9e\u4f8b\u7684CPU\u6027\u80fd\u4e00\u81f4\u6027\uff09\u3001\u671f\u5f85\u66f4\u590d\u6742\u7684\u52a8\u6001\u9875\u9762\u4ea4\u4e92\u6d4b\u8bd5\u3001\u8be2\u95ee\u5ef6\u8fdf\u7ec6\u8282\u53ca\u5f02\u5e38\u5904\u7406\u673a\u5236\uff0c\u5e76\u63a2\u8ba8\u4e86\u5f00\u6e90\u57fa\u51c6\u6d4b\u8bd5\u5728AI\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u672a\u6765\u8d8b\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 Browser Arena\u7684\u63a8\u51fa\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u4e91\u6d4f\u89c8\u5668\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u201c\u57fa\u51c6\u6d4b\u8bd5\u8150\u8d25\u201d\u73b0\u8c61\u7684\u516c\u5f00\u5904\u5211\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u5f53\u524d\u884c\u4e1a\u75db\u70b9\uff1a\u5382\u5546\u7cbe\u5fc3\u6311\u9009\u6570\u636e\u3001\u9690\u7792\u6d4b\u8bd5\u73af\u5883\u3001\u7528\u5c0f\u6837\u672c\u8425\u9020\u6027\u80fd\u5047\u8c61\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u90a3\u5f20\u4f1a\u53d8\u52a8\u7684\u6392\u884c\u699c\uff0c\u800c\u5728\u4e8e\u5b83\u7528\u5f00\u6e90\u4ee3\u7801\u3001\u7edf\u4e00\u73af\u5883\u3001\u5343\u6b21\u8fd0\u884c\u3001\u516c\u5f00\u5168\u91cf\u6570\u636e\u7684\u65b9\u6cd5\u8bba\uff0c\u5f3a\u884c\u5c06\u884c\u4e1a\u5bf9\u6bd4\u7684\u201c\u9ed1\u76d2\u201d\u6495\u5f00\u4e86\u4e00\u9053\u53e3\u5b50\uff0c\u8bd5\u56fe\u5c06\u7ade\u4e89\u91cd\u65b0\u62c9\u56de\u5de5\u7a0b\u4e0e\u670d\u52a1\u7684\u771f\u5b9e\u7ef4\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4e3e\u9887\u5177\u98ce\u9669\u4e0e\u91ce\u5fc3\u3002\u98ce\u9669\u5728\u4e8e\uff0c\u4f5c\u4e3a\u53c2\u8d5b\u8005\u4e4b\u4e00\u7684Notte\u4e3b\u52a8\u642d\u5efa\u201c\u7ade\u6280\u573a\u201d\uff0c\u5e76\u5c06\u81ea\u8eab\u4e0d\u603b\u662f\u83b7\u80dc\u7684\u7ed3\u679c\u516c\u4e4b\u4e8e\u4f17\uff0c\u8fd9\u79cd\u201c\u81ea\u66dd\u5176\u77ed\u201d\u7684\u53cd\u8425\u9500\u7b56\u7565\uff0c\u77ed\u671f\u5185\u53ef\u80fd\u635f\u5931\u90e8\u5206\u8ffd\u6c42\u201c\u7eb8\u9762\u7b2c\u4e00\u201d\u7684\u5ba2\u6237\uff0c\u4f46\u5b83\u6240\u6362\u53d6\u7684\u6280\u672f\u793e\u533a\u4fe1\u4efb\u7968\uff0c\u662f\u4efb\u4f55\u5e7f\u544a\u90fd\u65e0\u6cd5\u8d2d\u4e70\u7684\u957f\u671f\u8d44\u4ea7\u3002\u91ce\u5fc3\u5219\u5728\u4e8e\uff0c\u5b83\u8bd5\u56fe\u901a\u8fc7\u5efa\u7acb\u4e8b\u5b9e\u4e0a\u7684\u6807\u51c6\u6d4b\u8bd5\u7a0b\u5e8f\uff0c\u6765\u91cd\u5851\u5e02\u573a\u7684\u8bdd\u8bed\u4f53\u7cfb\u4e0e\u6e38\u620f\u89c4\u5219\uff0c\u5c06\u7ade\u4e89\u4ece\u8425\u9500\u6587\u6848\u62c9\u56de\u5230\u53ef\u9a8c\u8bc1\u7684\u6027\u80fd\u6307\u6807\u4e0a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u5f53\u524d\u57fa\u51c6\u6d4b\u8bd5\u573a\u666f\uff08\u6700\u5c0f\u4f1a\u8bdd\u751f\u547d\u5468\u671f\uff09\u4ecd\u663e\u5355\u8584\uff0c\u867d\u63a7\u5236\u4e86\u53d8\u91cf\uff0c\u4f46\u79bb\u590d\u6742\u7684\u771f\u5b9e\u5de5\u4f5c\u8d1f\u8f7d\u5c1a\u6709\u8ddd\u79bb\u3002\u80fd\u5426\u6301\u7eed\u8fed\u4ee3\u6d4b\u8bd5\u7528\u4f8b\uff0c\u8986\u76d6\u52a8\u6001\u4ea4\u4e92\u3001\u591a\u6b65\u6d41\u7a0b\u7b49\u771f\u5b9e\u573a\u666f\uff0c\u5e76\u4fdd\u6301\u5176\u65b9\u6cd5\u8bba\u7684\u4e2d\u7acb\u4e0e\u900f\u660e\uff0c\u5c06\u662f\u5176\u6743\u5a01\u6027\u80fd\u5426\u786e\u7acb\u7684\u5173\u952e\u3002\u672c\u8d28\u4e0a\uff0cBrowser Arena\u662f\u4e00\u573a\u201c\u5f00\u6e90\u79d1\u5b66\u7cbe\u795e\u201d\u5bf9\u201c\u5546\u4e1a\u6027\u80fd\u7384\u5b66\u201d\u7684\u5ba3\u6218\uff0c\u5176\u6210\u8d25\u5c06\u68c0\u9a8c\u5f00\u53d1\u8005\u793e\u533a\u662f\u5426\u771f\u6b63\u62e5\u6709\u7528\u811a\u6295\u7968\u3001\u8ffd\u6c42\u53ef\u9a8c\u8bc1\u4e8b\u5b9e\u7684\u610f\u5fd7\uff0c\u8fd8\u662f\u7ee7\u7eed\u6c89\u6eba\u4e8e\u5382\u5546\u7f16\u7ec7\u7684\u6027\u80fd\u5e7b\u68a6\u4e4b\u4e2d\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\">Browser Arena<\/span>\n <\/div>\n<div class=\"comment-content\">Browser Arena is an open-source benchmark that tests 7 cloud browser providers on speed, reliability, and cost. Same tests, same EC2 instances, 1,000+ runs each. All results and code are public – deploy on Railway and reproduce every number yourself.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH! I’m Sam from <a href=\"https:\/\/www.notte.cc\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Notte<\/a>. \ud83d\udc4b<\/p>\n<p>We built <a href=\"https:\/\/browserarena.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Browser Arena<\/strong><\/a> because we were tired of seeing benchmarks in the AI agent\/browser infra space that couldn’t be reproduced. Companies claiming SOTA performance based on cherry-picked runs, undisclosed infrastructure, and small sample sizes.<\/p>\n<p>So we built an answer: an open-source benchmark suite that tests every major cloud browser provider under identical conditions. <\/p>\n<p><strong>What makes it different\u2753<\/strong><\/p>\n<ul>\n<li>\n<p>1,000 runs per provider<\/p>\n<\/li>\n<li>\n<p>Same AWS infrastructure, same test, same Playwright version<\/p>\n<\/li>\n<li>\n<p>Full VM metadata published (region, instance type, RTT)<\/p>\n<\/li>\n<li>\n<p>Median, P90, P95 \u2014 not just “best case”<\/p>\n<\/li>\n<li>\n<p>Error rates and failure breakdowns included<\/p>\n<\/li>\n<li>\n<p>Cost per session calculated from real pricing<\/p>\n<\/li>\n<\/ul>\n<p>MIT licensed. Clone it and run it yourself.<\/p>\n<\/p>\n<p><strong>The benchmark <\/strong>\u26a1<\/p>\n<p>Minimal session lifecycle (create \u2192 connect \u2192 navigate \u2192 release). Tests both sequential and concurrent (up to 16 parallel sessions) execution.<\/p>\n<p>Notte performs well in the results. But we didn’t build this to win (we don’t in all cases), we built it so the results mean something. If another provider is faster, the leaderboard shows it. That’s the point.<\/p>\n<p>Run it on your own infra and tell us if your numbers differ.<\/p>\n<p>Would love your feedback on what benchmarks you’d want to see next! \ud83c\udf38<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> Congrats on the launch, Sam! This is a such a helpful tool for developers trying to pick the right browser infra without the marketing noise. Making it open-source and reproducible is a huge win for the communty.<\/p>\n<p>I have a quick question about the testing environment: I noticed you’re using AWS t3.micro for the runs. Do you find that the CPU performance stays consistent over 1,000 runs, or does the ‘burst credit’ system on those smaller instances affect the final results at all?<\/p>\n<p>Also, I’d love to see how these providers handle more complex, ‘heavy’ websites in the future. Thanks for sharing the MIT code\u2014definitely going to check the repo!<\/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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> This is how open source should be done, build the thing the whole space needed, then open the doors.<\/p>\n<p>What gets me is the honesty. “We don’t win in all cases” from the team that built the benchmark is a level of credibility most companies won’t touch. That restraint earns more trust than any marketing copy could.<\/p>\n<p>1,000 runs, published VM metadata, real cost data, this is the kind of rigor that makes results actually mean something. The fact that anyone can clone it and verify independently is the whole game.<\/p>\n<p>Excited to see where the leaderboard goes as more providers get added. What categories are you thinking about for the next round of benchmarks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@samatnotte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samatnotte<\/a> great job Sam! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 focus on reproducibility. Btw do you think open benchmarks will become a norm in AI infra or will most companies still optimize for perception over truth?<\/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\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> I think open benchmarks are inevitable but there will be a transition. <\/p>\n<\/p>\n<p>Right now most AI infra vendors publish numbers they control. A pattern played out with database vendors and TPC benchmarks..independent reproducible tests eventually became the baseline expectation because buyers got burned too many times by vendor-controlled numbers.<\/p>\n<\/p>\n<p> I imagine AI infra is heading the same direction, just faster e.g. when your infrastructure choice directly affects model output quality and cost at scale clarity relly matters. Devs (including us) are already skeptical, want to run the benchmark themselves on their own workloads before committing (and we often found we couldn’t reproduce)<\/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>Wait, so u built a benchmark where your own product doesnt win 100% of the time? This level of honesty is illegal in silicone valley)<\/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\/@kostfast\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kostfast<\/a> black swan of silicon valley haha – in all seriousness we felt browser infrastructure claims were being thrown around but found it extremely hard to reproduce at lot of benchmarks – so the idea of Browser Arena is to make it easier for people to compare cloud browser solutions using fair reproducible metrics (open-source)<\/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\/@kostfast\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kostfast<\/a> Yeah we\u2019re not the fastest in every case (yet). But we\u2019re only a few ms off, and we\u2019d rather have numbers people can trust than optimize for a leaderboard screenshot \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>Hey PH! It\u2019s Lucas, CTO of Notte \ud83d\udc4b<\/p>\n<p>We built Browser Arena to make it easier for people to compare cloud browser solutions using fair, reproducible metrics.<\/p>\n<p>Check it out and we\u2019d love to hear 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><a href=\"https:\/\/www.producthunt.com\/@giordano_lucas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giordano_lucas<\/a> if anyone wants to run it themselve or has input on the methodology we’re interested:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@giordano_lucas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giordano_lucas<\/a> \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats Sam! The Browser Functions concept is interesting. How close to zero is the latency when your serverless code runs colocated with the browser vs a normal Lambda?<\/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\/@ermakovich_sergey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ermakovich_sergey<\/a> Thanks Sergey! <\/p>\n<\/p>\n<p>We don’t have a published number yet but the mechanism is: standard Lambda + cloud browser setup, every CDP command makes a round trip over the network (Lambda issues a command, browser executes it, result comes back). For a typical page interaction that’s a lot of trips each adding network latency on top of each other. Colocated with the browser, those CDP commands go over localhost – sub-millisecond vs. however far your Lambda is from the browser instance. <\/p>\n<\/p>\n<p>Would be curious what workloads you’re running – happy to test against a real use case:)<\/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\/@ermakovich_sergey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ermakovich_sergey<\/a> Thanks Sergey – It\u2019s on the order of a few ms (<10ms) to hop to the right pod in our infra. That\u2019s significantly lower than the ~100ms+ (or whatever network time you have to travel due to distance) you\u2019d typically see per instruction when running from a remote machine over the network<\/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>Really interesting approach to benchmarking cloud browser providers. I have been evaluating a few of these services for running automated workflows and the lack of standardized benchmarks has made it difficult to compare them objectively. The fact that all results and code are public is a huge plus. Do you plan to add latency benchmarks for dynamic page interactions, or is the focus mainly on static page loads and rendering?<\/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\/@najmuzzaman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@najmuzzaman<\/a> Thanks! Yes, dynamic interaction benchmarks are definitely on the roadmap, that’s actually the next thing we’re working on \ud83d\ude42 <\/p>\n<\/p>\n<p>The current Hello Browser benchmark is intentionally minimal: session create \u2192 CDP connect \u2192 page.goto \u2192 release. It measures the session lifecycle and the control\/data plane overhead of each provider, which is the baseline every automation workflow pays on every run. We wanted to nail that first so the numbers are clean and directly comparable. <\/p>\n<\/p>\n<p>The next benchmark focuses on realistic multi-step workflows, data extraction with scrolling and lazy content, multi-page crawls, and form fills with submission\/verification. That’s where provider differences in CDP throughput, network stability, and headful vs. headless rendering really show up, and it’s closer to what most people actually use cloud browsers for.<\/p>\n<\/p>\n<p>If there are specific interaction patterns you’d find most useful (auth flows, file uploads, shadow DOM, etc.), let us know!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What happens when an agent session goes rogue mid-task? Curious if there are circuit breakers built into the session management layer or if the human has to manually kill it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Great question. A few layers handle this automatically:<\/p>\n<\/p>\n<p>1. Session cleanup is guaranteed, every task runs inside a try\/finally block, so the browser session is always released back to the provider even if the agent crashes or hangs mid-task.<\/p>\n<p>2. All I\/O has hard timeouts. Network calls (page fetches, recording downloads, browser creation) use AbortSignal timeouts ranging from 30s to 120s, so nothing can block forever at the infrastructure level.<\/p>\n<p>3. The provider is responsible for session TTLs. BrowserArena releases sessions via the provider’s API, but doesn’t control what happens mid-task inside the provider. Each provider (Notte, Steel, Hyperbrowser) enforces its own session limits server-side.<\/p>\n<\/p>\n<p>So in practice: you don’t need to manually kill anything. The session gets cleaned up regardless, and runaway execution gets caught either by the provider’s own limits or by the I\/O timeouts in the harness.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>@mykola_kondratiuk That question also matters a lot for teams moving from demos to production. The interesting part here is that they seem to be separating benchmark-level cleanup guarantees from provider-level session limits, which is probably the right boundary if you want reproducible comparisons instead of hidden guardrails.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> FYI This benchmark focuses purely on the infrastructure layer (session lifecycle: create \u2192 connect \u2192 release), so there\u2019s no agent going rogue mid-task. It helps figuring out what browser to pick for your agent in the first place instead. There are still edge cases discussed by Sam in another comment. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Let’s go! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ogandreakiro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ogandreakiro<\/a> \u2601\ufe0f\ud83d\ude80 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/HYDKMKYSMMT5DO\" class=\"app-title\">Career-Ops on Claude<\/a><\/p>\n<div class=\"one-liner\">An AI-powered Job Search System built on Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">131<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eClaude Code\u6784\u5efa\u7684AI\u6c42\u804c\u7cfb\u7edf\uff0c\u901a\u8fc7\u81ea\u52a8\u5316\u5206\u6790\u804c\u4f4d\u63cf\u8ff0\u3001\u751f\u6210\u5b9a\u5236\u5316\u7b80\u5386\u548c\u5e76\u884c\u6279\u91cf\u5904\u7406\uff0c\u89e3\u51b3\u4e86\u9ad8\u7ea7\u4eba\u624d\u5728\u89c4\u6a21\u5316\u3001\u7cbe\u51c6\u5316\u6c42\u804c\u4e2d\u4fe1\u606f\u8fc7\u8f7d\u548c\u6548\u7387\u4f4e\u4e0b\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/511b7fd8-e338-4f7d-bf84-a7c700374052.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\/836e952c-6087-4cfd-9055-aab607a6c84e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/04cdd59c-7efd-414d-8f49-48751c628cc3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/17a8c6d3-85be-436f-8e77-11e78302d961.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c6947cf6-5f5a-43eb-ab45-9af15eb67471.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\/91248878-101e-4ecb-a7ff-92f8ea0f056b.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/91f23f39-69bd-4e4b-b02c-30ea4b654c39.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8230ecd2-db02-41db-8cac-649ae0907792.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\/2a73c106-ce63-467a-95ca-4c01cc7bb91a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/ggvMXTgdJZM\"><source src=\"https:\/\/youtu.be\/ggvMXTgdJZM\" 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\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u6c42\u804c\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">ATS\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u804c\u4f4d\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u9762\u8bd5\u51c6\u5907<\/span><br \/>\n <span class=\"tag\">\u85aa\u8d44\u8c08\u5224<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5f00\u6e90\u7cbe\u795e\u4e0e\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u7684\u80fd\u529b\u3002\u91cd\u70b9\u5173\u6ce8\u5176\u4e0e\u81ea\u52a8\u7533\u8bf7\u673a\u5668\u4eba\u7684\u672c\u8d28\u533a\u522b\uff08\u5206\u6790\u800c\u975e\u51b3\u7b56\uff09\uff0c\u5e76\u63a2\u8ba8\u5de5\u5177\u5982\u4f55\u6210\u4e3a\u80fd\u529b\u8bc1\u660e\u3002\u5efa\u8bae\u5305\u62ec\u589e\u52a0\u4e2a\u4eba\u8d44\u6599\u8f93\u5165\u6e90\u3001\u8b66\u60d5\u8fc7\u6ee4\u914d\u7f6e\u504f\u5dee\uff0c\u4ee5\u53ca\u4e0e\u5176\u4ed6\u7b80\u5386\u5de5\u5177\u96c6\u6210\u7684\u53ef\u80fd\u6027\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Career-Ops\u8868\u9762\u4e0a\u662f\u4e00\u4e2a\u6c42\u804c\u81ea\u52a8\u5316\u7ba1\u9053\uff0c\u4f46\u5176\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\u5b8c\u6210\u4e86\u4e00\u6b21\u7cbe\u5de7\u7684\u201c\u9012\u5f52\u8bc1\u660e\u201d\uff1a\u7528\u6784\u5efa\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u80fd\u529b\uff0c\u53bb\u5e94\u8058\u591a\u667a\u80fd\u4f53\u76f8\u5173\u7684\u804c\u4f4d\u3002\u8fd9\u8d85\u8d8a\u4e86\u5de5\u5177\u6548\u7528\uff0c\u6210\u4e3a\u4e86\u521b\u4f5c\u8005Santiago\u6700\u6709\u529b\u7684\u80fd\u529b\u51ed\u8bc1\u3002\u4ea7\u54c1\u660e\u667a\u5730\u5b9a\u4f4d\u4e8e\u201c\u5206\u6790\u8fc7\u6ee4\u5668\u201d\u800c\u975e\u201c\u81ea\u52a8\u7533\u8bf7\u673a\u5668\u4eba\u201d\uff0c\u5c06\u6700\u7ec8\u51b3\u7b56\u6743\u7559\u7ed9\u4eba\uff0c\u8fd9\u65e2\u89c4\u907f\u4e86\u76f2\u76ee\u6295\u9012\u7684\u4f26\u7406\u4e0e\u6548\u7387\u98ce\u9669\uff0c\u4e5f\u7cbe\u51c6\u670d\u52a1\u4e8e\u5176\u6838\u5fc3\u7528\u6237\u2014\u2014\u5177\u5907\u5f3a\u5224\u65ad\u529b\u7684\u9ad8\u9636\u4eba\u624d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u6216\u8bb8\u4e0d\u5728\u4e8e\u6280\u672f\u67b6\u6784\uff0c\u800c\u5728\u4e8e\u5b83\u8c61\u5f81\u4e86\u4e00\u79cd\u8d8b\u52bf\uff1a\u6c42\u804c\u5de5\u5177\u6b63\u4ece\u201c\u5305\u88c5\u5448\u73b0\u201d\u8f6c\u5411\u201c\u601d\u7ef4\u663e\u5316\u201d\u3002\u5f53\u4f01\u4e1a\u7528AI\u7b5b\u9009\u5019\u9009\u4eba\u65f6\uff0c\u5019\u9009\u4eba\u7528AI\u7cfb\u7edf\u6027\u5730\u7b5b\u9009\u4f01\u4e1a\uff0c\u8fd9\u662f\u4e00\u79cd\u6743\u529b\u5e73\u8861\u7684\u5c1d\u8bd5\u3002\u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\uff1a\u5b83\u6781\u5ea6\u4f9d\u8d56\u4f7f\u7528\u8005\u7684\u521d\u59cb\u914d\u7f6e\u4e0e\u5224\u65ad\u529b\uff0c\u4e00\u4e2a\u9519\u8bef\u7684\u8fc7\u6ee4\u89c4\u5219\u53ef\u80fd\u5bfc\u81f4\u5168\u76d8\u504f\u79fb\u3002\u6b64\u5916\uff0c\u5176\u6210\u529f\u6848\u4f8b\u5e26\u6709\u5f3a\u70c8\u7684\u4e2a\u4eba\u54c1\u724c\u5149\u73af\u2014\u2014\u521b\u4f5c\u8005\u56e0\u6784\u5efa\u6b64\u5de5\u5177\u800c\u83b7\u5f97CEO\u76f4\u63a5\u9080\u7ea6\u2014\u2014\u8fd9\u5bf9\u4e8e\u666e\u901a\u7528\u6237\u800c\u8a00\u96be\u4ee5\u590d\u5236\u3002\u5de5\u5177\u5f00\u6e90\u83b7\u5f97\u4e86\u5de8\u5927\u5f71\u54cd\u529b\uff0c\u4f46\u4e5f\u610f\u5473\u7740\u5176\u5546\u4e1a\u6a21\u5f0f\u7684\u6a21\u7cca\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u6280\u672f\u5ba3\u8a00\u4e0e\u4e2a\u4eba\u54c1\u724c\u6760\u6746\uff0c\u5176\u4f5c\u4e3a\u6807\u51c6\u5316\u4ea7\u54c1\u7684\u666e\u9002\u6027\u4e0e\u53ef\u6301\u7eed\u6027\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cCareer-Ops\u662f\u7cbe\u82f1\u5de5\u7a0b\u5e08\u5bf9\u4f4e\u6548\u62db\u8058\u5e02\u573a\u7684\u4e00\u6b21\u4f18\u96c5\u6280\u672f\u53cd\u51fb\uff0c\u4f46\u5b83\u66f4\u50cf\u4e00\u628a\u4e3a\u9ad8\u624b\u953b\u9020\u7684\u5229\u5251\uff0c\u800c\u975e\u666e\u60e0\u4f17\u751f\u7684\u94a5\u5319\u3002\u5b83\u63ed\u793a\u4e86\u672a\u6765\u6c42\u804c\u7684\u4e00\u4e2a\u5173\u952e\u8303\u5f0f\uff1a\u4f60\u7684\u5de5\u5177\u672c\u8eab\uff0c\u5c31\u662f\u4f60\u6700\u597d\u7684\u7b80\u5386\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\">Career-Ops on Claude<\/span>\n <\/div>\n<div class=\"comment-content\">Career-Ops turns Claude Code into an AI job search pipeline. 12 modes, A-F scoring across 10 dimensions, ATS-optimized CVs per listing, batch processing of 122 URLs in parallel. 631 evaluations, 68 apps sent. Open source, 9.1K GitHub stars.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> built a multi-agent job search system on Claude Code, ran 631 evaluations, sent 68 applications, and landed a Head of Applied AI role, then open-sourced it.<\/p>\n<\/p>\n<p><strong>The problem<\/strong>: searching for senior AI roles is a full-time job. Read the JD, map your skills, rewrite the CV, fill 15-field forms, multiplied by 10 offers a day. 74% of offers are a poor fit. You find out after reading 800 words. The solution: Career-Ops automates the analysis. You make every final call.<\/p>\n<\/p>\n<p><strong>What stands out<\/strong>:<\/p>\n<ul>\n<li>\n<p>\ud83c\udfaf A\u2013F scoring across 10 dimensions with role match gate filters<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcc4 ATS PDFs per role with keywords, reordered bullets, auto region<\/p>\n<\/li>\n<li>\n<p>\ud83d\udd0d Scanner across 45+ companies like Ashby, Lever, Wellfound<\/p>\n<\/li>\n<li>\n<p>\u26a1 Batch mode runs 122 URLs in parallel with worker architecture<\/p>\n<\/li>\n<li>\n<p>\ud83e\udde0 Story Bank builds reusable STAR+R interview answers<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcb0 Negotiation scripts for salary, geo gaps, competing offers<\/p>\n<\/li>\n<li>\n<p>\ud83d\udcca Dashboard with filters, sorting, and lazy previews<\/p>\n<\/li>\n<li>\n<p>\ud83d\udd01 680 URLs deduped with human review before submission<\/p>\n<\/li>\n<\/ul>\n<p><strong>By the numbers<\/strong>:<\/p>\n<ul>\n<li>\n<p>631 evaluations, 516 unique offers<\/p>\n<\/li>\n<li>\n<p>354 PDFs generated<\/p>\n<\/li>\n<li>\n<p>68 applications sent<\/p>\n<\/li>\n<li>\n<p>9.1K GitHub stars, 1.6K forks<\/p>\n<\/li>\n<\/ul>\n<p>Different because this isn’t an auto-apply bot, it’s a filter. The design principle is explicit: automate analysis, not decisions. And the system itself is the portfolio, building a multi-agent architecture to land multi-agent roles is the most direct proof of competence.<\/p>\n<\/p>\n<p>Perfect for senior engineers, AI practitioners, and anyone running a serious, high-signal job search at scale.<\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> What’s one tweak you’d make to Career-Ops now, based on your Head of Applied AI experience, to help even more senior folks land dream roles faster?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! I’m Santiago, the creator of career-ops.<\/p>\n<\/p>\n<p>I built this during my own job search. After months of sending applications into the void, I decided to automate the entire process with Claude Code. The system evaluated 740+ offers, I applied to 66, got 12 interviews, and landed a Head of Applied AI role.<\/p>\n<\/p>\n<p>The irony? The job I accepted actually came inbound, a CEO saw my systems thinking and liked my mindset. Turns out, building the tool was the ultimate proof of competence.<\/p>\n<\/p>\n<p>I open-sourced it because I believe the hiring system is broken. Companies use AI to filter candidates \u2014 candidates deserve the same tools to filter companies.<\/p>\n<\/p>\n<p>Happy to answer any questions about the architecture or how it works!<\/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\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> Congratulations on the launch. Really intriguing, especially the part where the opportunity came inbound after seeing how you think.<\/p>\n<\/p>\n<p>Feels like the real value here might go beyond automating applications, and more into how the system <em>signals your decision-making<\/em>.<\/p>\n<\/p>\n<p>Do you think tools like this are shifting hiring more toward <em>how candidates think<\/em> rather than just how they apply?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> Congratulations on landing the job, and big applause for sharing this with the community! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@santifer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@santifer<\/a> cool! Can I input my github too? and my medium and substack?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 awesome! Building a smart job search for <a href=\"https:\/\/Four-Leaf.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Four-Leaf.ai<\/a> was one of the hardest parts of making an end to end interview prep tool.<\/p>\n<p>Would be awesome to hear about how you think of going from interview to offers and comp negotiation coaching. That’s the gap we are trying to solve with Four-Leaf.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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! <\/p>\n<p>Turning job search into a structured, almost pipeline-driven system is a very cool approach \u2014 especially with scoring and parallel processing, that\u2019s a level of rigor most people don\u2019t have.<\/p>\n<\/p>\n<p>We also launched on Product Hunt a few days ago, so can definitely relate \u2014 hope you\u2019re having a great launch day. Wishing you strong traction!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Supported! Congrats on the launch \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>real agent, not a chat wrapper – using Claude Code for file iteration is the right call. the drift question matters though: one bad filter config and it’s applying to roles you excluded.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Rohan being Rohan! It’s more than cool mate. Not only cause he solved a real pain but also cause he open-sourced it to make the life of others easier than ever<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 Santiago! Love the multi-agent approach for high-signal job searching.<\/p>\n<p>I built <strong>precis.top<\/strong>, a lightweight resume builder that focuses on clean, ATS-friendly structures. Since Career-Ops excels at generating tailored content, it could be a perfect ‘last mile’ partner\u2014Career-Ops handles the intelligence, and Precis handles the professional presentation.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XKGMPYC5GBZI6V\" class=\"app-title\">Keeby<\/a><\/p>\n<div class=\"one-liner\">Mechanical keyboard sounds for your Mac<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">123<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Keeby\u4e3aMacBook\u7528\u6237\u6a21\u62df\u771f\u5b9e\u673a\u68b0\u952e\u76d8\u58f0\u97f3\uff0c\u5728\u65e0\u6cd5\u4f7f\u7528\u5b9e\u4f53\u673a\u68b0\u952e\u76d8\u7684\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u9ad8\u54c1\u8d28\u5f55\u97f3\u4e0e\u7a7a\u95f4\u97f3\u9891\u6280\u672f\uff0c\u6ee1\u8db3\u7528\u6237\u5bf9\u6253\u5b57\u97f3\u6548\u4e0e\u6c89\u6d78\u611f\u7684\u9700\u6c42\uff0c\u63d0\u5347\u6253\u5b57\u4f53\u9a8c\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/c3130bbe-959d-4692-af1f-55462e8794c3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=VQ_gtqZwacI\"><source src=\"https:\/\/www.youtube.com\/watch?v=VQ_gtqZwacI\" 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\/5baf8ab8-69b4-469b-8e04-20501257693b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4dc8adb0-df12-4984-a70b-62d7e77c7d34.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd551b07-0cd5-4d3e-9f5e-3ab47e3f22a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u97f3\u6548<\/span><br \/>\n <span class=\"tag\">\u673a\u68b0\u952e\u76d8\u6a21\u62df<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6c89\u6d78\u5f0f\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u97f3\u9891\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8bbe\u7f6e<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\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\u771f\u5b9e\u97f3\u6548\u4e0e\u7ec6\u8282\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u80fd\u66ff\u4ee3\u90e8\u5206\u5b9e\u4f53\u952e\u76d8\u9700\u6c42\u3002\u5f00\u53d1\u8005\u900f\u9732\u5e94\u7528\u66fe\u56db\u6b21\u88ab\u82f9\u679c\u62d2\u7edd\u624d\u83b7\u6279\u3002\u6709\u7528\u6237\u8be2\u95ee\u5177\u4f53\u83b7\u6279\u7684\u5173\u952e\u8c03\u6574\uff0c\u4f46\u56de\u590d\u4e2d\u672a\u7ed9\u51fa\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 Keeby\u672c\u8d28\u4e0a\u662f\u4e00\u6b3e\u201c\u611f\u5b98\u8865\u507f\u201d\u578b\u4ea7\u54c1\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u529f\u80fd\u6027\u63d0\u5347\uff0c\u800c\u662f\u60c5\u611f\u5316\u4e0e\u4f53\u9a8c\u5316\u8bbe\u8ba1\u5728\u5de5\u5177\u8f6f\u4ef6\u4e2d\u7684\u4e00\u6b21\u7cbe\u51c6\u5b9e\u8df5\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u7ec6\u5206\u4f46\u5f3a\u70c8\u7684\u9700\u6c42\uff1a\u673a\u68b0\u952e\u76d8\u7231\u597d\u8005\u5bf9\u542c\u89c9\u4e0e\u89e6\u89c9\u53cd\u9988\u7684\u4f9d\u8d56\uff0c\u5728\u4fbf\u643a\u6027\u4f18\u5148\u7684MacBook\u4f7f\u7528\u573a\u666f\u4e2d\u5f62\u6210\u4e86\u611f\u5b98\u5265\u593a\u3002\u901a\u8fc7\u201c\u771f\u5b9e\u5f55\u5236\u201d\u800c\u975e\u5408\u6210\u3001\u7a7a\u95f4\u97f3\u9891\u3001\u53ef\u89c6\u5316\u53cd\u9988\u7b49\u7ec6\u8282\uff0c\u5b83\u6784\u5efa\u4e86\u4e00\u79cd\u4eea\u5f0f\u611f\u548c\u6c89\u6d78\u611f\uff0c\u5c06\u67af\u71e5\u7684\u8f93\u5165\u884c\u4e3a\u6e38\u620f\u5316\u3001\u6109\u60a6\u5316\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\u89e3\u51b3\u7684\u662f\u201c\u75d2\u70b9\u201d\u800c\u975e\u201c\u75db\u70b9\u201d\uff0c\u7528\u6237\u9700\u6c42\u5177\u6709\u6781\u5f3a\u7684\u4e2a\u4eba\u504f\u597d\u6027\uff0c\u5e02\u573a\u5929\u82b1\u677f\u8f83\u4f4e\u3002\u5176\u6b21\uff0c\u5176\u6838\u5fc3\u4f53\u9a8c\u4e0eMacBook\u81ea\u5e26\u7684\u9759\u97f3\u3001\u8f7b\u8584\u8bbe\u8ba1\u54f2\u5b66\u5b58\u5728\u5185\u5728\u51b2\u7a81\uff0c\u53ef\u80fd\u4e0d\u9002\u5408\u529e\u516c\u5ba4\u7b49\u5b89\u9759\u5171\u4eab\u73af\u5883\uff0c\u8fd9\u9650\u5236\u4e86\u5176\u6838\u5fc3\u5e94\u7528\u573a\u666f\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u7eaf\u97f3\u9891\u6a21\u62df\u8f6f\u4ef6\uff0c\u5b83\u65e0\u6cd5\u63d0\u4f9b\u771f\u6b63\u7684\u673a\u68b0\u952e\u76d8\u89e6\u89c9\u53cd\u9988\uff0c\u8fd9\u79cd\u201c\u611f\u5b98\u5272\u88c2\u201d\u53ef\u80fd\u4f7f\u90e8\u5206\u6838\u5fc3\u7528\u6237\u89c9\u5f97\u9694\u9774\u6414\u75d2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u82f9\u679c\u5546\u5e97\u56db\u6b21\u62d2\u7edd\u7684\u7ec6\u8282\u53ef\u4ee5\u770b\u51fa\uff0c\u6b64\u7c7b\u201c\u975e\u529f\u80fd\u6027\u201d\u5e94\u7528\u5728\u5e73\u53f0\u5ba1\u6838\u4e0a\u9762\u4e34\u7740\u754c\u5b9a\u6a21\u7cca\u7684\u6311\u6218\u3002\u5b83\u7684\u6700\u7ec8\u83b7\u6279\uff0c\u6216\u8bb8\u9884\u793a\u7740\u5e94\u7528\u5546\u5e97\u5bf9\u201c\u4f53\u9a8c\u578b\u201d\u5de5\u5177\u6709\u4e86\u66f4\u5bbd\u5bb9\u7684\u5ba1\u89c6\u3002Keeby\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u9a8c\u8bc1\u5728\u5de5\u5177\u6548\u7387\u8d5b\u9053\u4e4b\u5916\uff0c\u4e3a\u60c5\u611f\u548c\u611f\u5b98\u4f53\u9a8c\u4ed8\u8d39\u7684\u5e02\u573a\u7a76\u7adf\u6709\u591a\u5927\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u81f4\u7684\u6570\u5b57\u73a9\u5177\uff0c\u662f\u6d88\u8d39\u7ea7\u8f6f\u4ef6\u5728\u529f\u80fd\u8d8b\u540c\u540e\uff0c\u5411\u4eba\u6027\u5316\u3001\u8da3\u5473\u5316\u63a2\u7d22\u7684\u4e00\u4e2a\u6709\u8da3\u6ce8\u811a\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\">Keeby<\/span>\n <\/div>\n<div class=\"comment-content\">Keeby adds real mechanical keyboard sounds to your MacBook. Every sound is recorded from actual switches, not synthesized. Choose from 11 switch profiles including Gateron Red, Holy Panda, Alps Blue, Box Navy, and more. Spatial audio places left keys in your left speaker and right keys in your right. A reactive visualizer follows your typing in real time. Tone controls let you dial between thock and clack. Runs from your menu bar, fully offline, no data collected.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Was about to buy that Nuphy keyboard..<\/p>\n<p>now, I don’t need it!<\/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\/@baruns\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@baruns<\/a> Haha saving you a keyboard purchase wasn’t on our roadmap but we’ll take the win \ud83e\udee1<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 everyone! I’m Adrian, I built Keeby.<\/p>\n<p>I love my MacBook but I really miss the sound of typing on a mechanical keyboard. So I made an app that plays real recorded switch sounds while you type.<\/p>\n<p>A few things that make it different:<br \/>\n– Every sound is recorded from actual switches, not synthesized<br \/>\n– Spatial audio so left keys play from your left speaker, right from right<br \/>\n– 11 switch profiles (Gateron Red, Holy Panda, Alps Blue, Box Navy, Cream, and more)<br \/>\n– Reactive visualizer that follows your typing<br \/>\n– Tone controls to dial between thock and clack<br \/>\n– Fully offline, no data collected<\/p>\n<p>Apple rejected it 4 times before finally approving it. Would love to hear what you think and happy to answer any questions!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@eydiwowers\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eydiwowers<\/a> Kudos, just curious about 1 thing; after those 4 App Store rejections, what key tweak finally got it approved<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>Such a fun idea \u2014 love the attention to detail with real switch recordings and spatial audio, that\u2019s a very cool touch. Feels like one of those small things that actually makes everyday work more enjoyable.<\/p>\n<p>We also launched on Product Hunt a few days ago, so can definitely relate \u2014 hope you\u2019re having an amazing launch day. Good luck!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yanakazantseva1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yanakazantseva1<\/a> Thanks, this made my day! The switch recordings were the most fun part to work on, so glad that detail landed. Hope your launch is going great!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 amazing, brings peace to my mind when I can’t carry my mechanical keyboard with me, good job Adrian.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pcampina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pcampina<\/a> Thank you so much! I’m 100% using it personally as well \ud83d\ude02, it’s so satisfying. Really glad it resonates with you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/HCV7PA2LNFXJDG\" class=\"app-title\">PassportReader<\/a><\/p>\n<div class=\"one-liner\">Verify passports, ID cards, and digital credentials via API<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">102<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>PassportReader\u662f\u4e00\u6b3e\u901a\u8fc7API\u8c03\u7528\uff0c\u5229\u7528NFC\u548c\u5bc6\u7801\u5b66\u9a8c\u8bc1\u6280\u672f\u6765\u6838\u9a8c\u62a4\u7167\u3001\u8eab\u4efd\u8bc1\u53ca\u6570\u5b57\u51ed\u8bc1\u771f\u4f2a\u7684\u5de5\u5177\uff0c\u4e3a\u5f00\u53d1\u8005\u548c\u8eab\u4efd\u5e73\u53f0\u89e3\u51b3\u4e86\u4f20\u7edf\u89c6\u89c9\u9a8c\u8bc1\u6613\u88ab\u4f2a\u9020\u3001\u96be\u4ee5\u786e\u4fdd\u8bc1\u4ef6\u771f\u5b9e\u6027\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7f9b587a-d8a1-4ff4-8d26-3b089c8f89ff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6b6cac9d-3cc5-4df9-b6b6-6db046445edc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1e3bfd7e-b74c-40e5-bc8c-0af30105db93.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Fintech<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8eab\u4efd\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">API\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">NFC\u8bfb\u53d6<\/span><br \/>\n <span class=\"tag\">\u5bc6\u7801\u5b66\u9a8c\u8bc1<\/span><br \/>\n <span class=\"tag\">\u8bc1\u4ef6\u9632\u4f2a<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u8eab\u4efd<\/span><br \/>\n <span class=\"tag\">\u91d1\u878d\u79d1\u6280\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u8eab\u4efd\u5e73\u53f0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u652f\u6301\u56fd\u5bb6\u8303\u56f4\u3001\u5177\u4f53\u5e94\u7528\u5782\u76f4\u9886\u57df\uff08\u5982\u91d1\u878d\u79d1\u6280\u3001\u5176\u4ed6\u8eab\u4efd\u63d0\u4f9b\u5546\uff09\u4ee5\u53ca\u4ea7\u54c1\u5bf9\u4f20\u7edf\u7e41\u7410\u9a8c\u8bc1\u6d41\u7a0b\uff08\u5982\u624b\u6301\u8bc1\u4ef6\u62cd\u7167\uff09\u7684\u66ff\u4ee3\u6027\u3002\u521b\u59cb\u4eba\u56de\u5e94\u4e86\u6280\u672f\u96c6\u6210\u53ef\u80fd\uff0c\u5e76\u6307\u51fa\u751f\u6210\u5f0fAI\u52a0\u5267\u4e86\u89c6\u89c9\u9a8c\u8bc1\u98ce\u9669\uff0c\u800c\u53ef\u9a8c\u8bc1\u51ed\u8bc1\u662f\u672a\u6765\u65b9\u5411\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 PassportReader\u5207\u5165\u7684\u662f\u4e00\u4e2a\u770b\u4f3c\u6210\u719f\u5374\u5b58\u5728\u5de8\u5927\u6280\u672f\u9e3f\u6c9f\u7684\u5e02\u573a\uff1a\u7ebf\u4e0a\u8eab\u4efd\u9a8c\u8bc1\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u8bfb\u53d6NFC\u82af\u7247\u201d\u8fd9\u4e00\u6280\u672f\u52a8\u4f5c\uff0c\u800c\u5728\u4e8e\u5c06\u539f\u672c\u5c40\u9650\u4e8e\u6d77\u5173\u7b49\u7269\u7406\u573a\u666f\u7684\u9ad8\u5b89\u5168\u6027\u9a8c\u8bc1\u80fd\u529b\uff0c\u901a\u8fc7API democratize\uff08\u6c11\u4e3b\u5316\uff09\u7ed9\u4e86\u5e7f\u5927\u4e92\u8054\u7f51\u5e94\u7528\u3002\u8fd9\u76f4\u6307\u5f53\u524d\u884c\u4e1a\u6700\u8106\u5f31\u7684\u547d\u95e8\u2014\u2014\u5bf9\u201c\u770b\u8d77\u6765\u50cf\u201d\u7684\u4f9d\u8d56\u3002\u751f\u6210\u5f0fAI\u7684\u7206\u53d1\u5f0f\u53d1\u5c55\uff0c\u8ba9\u4f2a\u9020\u751f\u7269\u7279\u5f81\u548c\u8bc1\u4ef6\u56fe\u50cf\u7684\u6210\u672c\u6025\u5267\u964d\u4f4e\uff0c\u4f7f\u5f97\u4f20\u7edfOCR\u52a0\u6d3b\u4f53\u68c0\u6d4b\u7684\u9632\u7ebf\u65e5\u76ca\u582a\u5fe7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u7684\u6311\u6218\u4e0e\u5176\u673a\u9047\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u662f\u8986\u76d6\u5e7f\u5ea6\u4e0e\u6df1\u5ea6\u7684\u77db\u76fe\u3002\u5168\u7403\u5404\u56fd\u8bc1\u4ef6\u6807\u51c6\u3001\u82af\u7247\u534f\u8bae\u548c\u5bc6\u7801\u4f53\u7cfb\u788e\u7247\u5316\u4e25\u91cd\uff0c\u652f\u6301\u56fd\u5bb6\u7684\u6570\u91cf\u76f4\u63a5\u51b3\u5b9a\u4e86\u4ea7\u54c1\u7684\u5e02\u573a\u5929\u82b1\u677f\u548c\u5b9e\u7528\u6027\u3002\u5176\u6b21\uff0c\u662f\u7528\u6237\u4f53\u9a8c\u7684\u786c\u4ef6\u4f9d\u8d56\u3002NFC\u8bfb\u53d6\u8981\u6c42\u7528\u6237\u62e5\u6709\u5177\u5907NFC\u529f\u80fd\u7684\u667a\u80fd\u624b\u673a\u5e76\u5b8c\u6210\u8fd1\u8ddd\u79bb\u63a5\u89e6\u64cd\u4f5c\uff0c\u8fd9\u5728\u7528\u6237\u4f53\u9a8c\u6d41\u7a0b\u4e2d\u589e\u52a0\u4e86\u4e00\u4e2a\u5173\u952e\u4f46\u53ef\u80fd\u5361\u987f\u7684\u73af\u8282\uff0c\u53ef\u80fd\u5f71\u54cd\u8f6c\u5316\u7387\u3002\u6700\u540e\uff0c\u662f\u6765\u81ea\u76d1\u7ba1\u548c\u66ff\u4ee3\u65b9\u6848\u7684\u957f\u671f\u535a\u5f08\u3002\u6b27\u76df\u6570\u5b57\u8eab\u4efd\u94b1\u5305\uff08EUDI\uff09\u7b49\u53ef\u9a8c\u8bc1\u51ed\u8bc1\u4f53\u7cfb\u65e8\u5728\u4ece\u6e90\u5934\u91cd\u6784\u6570\u5b57\u8eab\u4efd\u751f\u6001\uff0c\u82e5\u8fd9\u7c7b\u6807\u51c6\u5e7f\u6cdb\u63a8\u884c\uff0c\u5bf9\u73b0\u6709\u8bc1\u4ef6\u7684\u201c\u9a8c\u8bc1\u201d\u9700\u6c42\u672c\u8eab\u53ef\u80fd\u4f1a\u88ab\u9010\u6e10\u8fb9\u7f18\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cPassportReader\u7684\u5b9a\u4f4d\u66f4\u5e94\u662f\u4e00\u4e2a\u201c\u5173\u952e\u8fc7\u6e21\u671f\u7684\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u5728\u6570\u5b57\u8eab\u4efd\u5b8c\u5168\u666e\u53ca\u524d\u7684\u6f2b\u957f\u7a7a\u7a97\u671f\uff0c\u5e02\u573a\u6025\u9700\u4e00\u9053\u80fd\u62b5\u5fa1\u6df1\u5ea6\u4f2a\u9020\u653b\u51fb\u7684\u53ef\u9760\u9632\u7ebf\u3002\u5b83\u7684\u6210\u529f\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u6280\u672f\u7a33\u5b9a\u6027\uff0c\u66f4\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5feb\u901f\u7ed1\u5b9a\u91d1\u878d\u79d1\u6280\u3001\u5171\u4eab\u7ecf\u6d4e\u7b49\u9ad8\u51c0\u503c\u3001\u5f3a\u5408\u89c4\u573a\u666f\uff0c\u6210\u4e3a\u5176\u53cd\u6b3a\u8bc8\u5806\u6808\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u73af\uff0c\u5e76\u4ee5\u6b64\u4e3a\u57fa\u7840\uff0c\u5411\u66f4\u5e7f\u6cdb\u7684\u6570\u5b57\u51ed\u8bc1\u9a8c\u8bc1\u9886\u57df\u5e73\u6ed1\u6f14\u8fdb\u3002\u5b83\u5356\u7684\u4e0d\u4ec5\u662fAPI\uff0c\u66f4\u662f\u5728\u6570\u5b57\u4fe1\u4efb\u5d29\u584c\u65f6\u4ee3\u91cc\u7684\u4e00\u4efd\u4fdd\u9669\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\">PassportReader<\/span>\n <\/div>\n<div class=\"comment-content\">PassportReader is an API for verifying passports, ID cards, and digital credentials using NFC and cryptographic validation. Most identity systems check if a document looks real. PassportReader verifies that it is real, by reading secure chips and validating signatures. Built for developers and identity platforms that need reliable verification without building complex infrastructure.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\udc4b<\/p>\n<p>Thrilled to launch PassportReader today! \ud83d\ude80<\/p>\n<p>Most identity verification relies on visual checks only (does it <strong>look real<\/strong>?), rather than actually verifying that the document <strong>is real<\/strong>. <\/p>\n<p>We built PassportReader to change that.<\/p>\n<p>PassportReader reads the NFC chip in passports and ID cards, validates the cryptographic signatures, and returns structured identity data via a simple API.<\/p>\n<p>We\u2019re now extending this to digital credentials as well (mDL, EUDI wallets).<\/p>\n<p>Would love feedback, especially from anyone building onboarding, KYC, or identity flows. <br \/>Happy to answer any technical questions!<\/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\/@robertarnesson\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@robertarnesson<\/a> How many countries are supported with this?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Powerful product, congrats.<br \/>\nSeems like integration into fintechs for id verification could be a strong vertical for you.<\/div>\n<div class=\"comment-actions\">\n<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\/@jernigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jernigan<\/a> Thanks, appreciate it!<\/p>\n<\/p>\n<p>And yeah, fintech is a very natural fit, especially around onboarding and fraud, where this becomes a real pain point<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jernigan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jernigan<\/a> Another strong vertical is other identity providers. Our tech can be embedded into other id products<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\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 Robert, that distinction between does it look real versus is it actually real is a big one most people probably don\u2019t think about. Was there a specific moment where you saw visual checks fail or realized how easy it is to pass something that looks legit but isn\u2019t?<\/div>\n<div class=\"comment-actions\">\n<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> That’s a great question. <\/p>\n<p>I can’t recall a specific moment – I’d say this has been widely known in the industry for years. <\/p>\n<p>The solutions has been there for a long time – e-Passports and e-ID cards date back 10+ years, but using them effectively online hasn\u2019t really been adopted at scale.<\/p>\n<p>GenAI is now accelerating the problem, and the world is waking up to this.<\/p>\n<p>At the same time, verifiable credentials (like mDLs and EU digital ID wallets) leapfrog this entirely<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 that mean i finally dont have to take a blurry selfie holding my passport next to my face like a hostage or a prisoner?: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\/@eugene_chernyak\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eugene_chernyak<\/a> Yes, finally \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<\/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\/K5ZALE4AS42BPF\" class=\"app-title\">FeatDrop<\/a><\/p>\n<div class=\"one-liner\">Public changelog for builders to share product updates<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">101<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u4ea7\u54c1\u6784\u5efa\u8005\uff08\u5c24\u5176\u662f\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u56e2\u961f\uff09\u63d0\u4f9b\u516c\u5f00\u66f4\u65b0\u65e5\u5fd7\u53d1\u5e03\u4e0e\u4ea4\u6d41\u7684\u793e\u533a\u5e73\u53f0\uff0c\u89e3\u51b3\u4e86\u4ed6\u4eec\u5728\u65e5\u5e38\u9ad8\u9891\u8fed\u4ee3\u4ea7\u54c1\u65f6\uff0c\u7f3a\u4e4f\u4e13\u5c5e\u3001\u975e\u5783\u573e\u4fe1\u606f\u5316\u7684\u6e20\u9053\u6765\u5206\u4eab\u8fdb\u5c55\u3001\u83b7\u53d6\u53cd\u9988\u548c\u79ef\u7d2f\u65e9\u671f\u53d7\u4f17\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a960d89-f21a-4e3b-b64e-46819ee3df43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/55a69634-32f7-43fc-bae6-5f96b2cbfeca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/27d44be1-53c0-4a0a-b4a4-a886b0b562d6.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\/869c3bf2-0654-4332-86d0-a025b20f39d6.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/M3U4tfQFOf8\"><source src=\"https:\/\/youtu.be\/M3U4tfQFOf8\" 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\">Growth Hacking<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Community<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4ea7\u54c1\u66f4\u65b0\u65e5\u5fd7<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u793e\u533a<\/span><br \/>\n <span class=\"tag\">\u516c\u5f00\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u8fed\u4ee3<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u8fdb\u5ea6\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u793e\u7fa4\u4e92\u52a8<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u516c\u5f00\u6784\u5efa\u201d\u6e20\u9053\u7f3a\u5931\u7684\u75db\u70b9\uff0c\u8ba4\u4e3a\u53ef\u80fd\u5f62\u6210\u6709\u76ca\u7684\u4ea7\u54c1\u5f00\u53d1\u4e60\u60ef\u95ed\u73af\u3002\u4e3b\u8981\u53cd\u9988\u4e0e\u5efa\u8bae\u5305\u62ec\uff1a\u5173\u6ce8\u96f6\u7c89\u4e1d\u542f\u52a8\u9636\u6bb5\u7684\u66dd\u5149\u6709\u6548\u6027\u3001\u8be2\u95ee\u662f\u5426\u589e\u52a0\u793e\u4ea4\u5e73\u53f0\u4ea4\u53c9\u53d1\u5e03\u529f\u80fd\u3001\u6307\u51fa\u90e8\u5206\u4ea4\u4e92\u4f53\u9a8c\u95ee\u9898\uff08\u5982\u8fd4\u56de\u540e\u9875\u9762\u91cd\u7f6e\uff09\uff0c\u4ee5\u53ca\u63a2\u8ba8\u5176\u4e0e\u73b0\u6709\u5e73\u53f0\u5dee\u5f02\u5316\u548c\u589e\u957f\u7b56\u7565\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 FeatDrop \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u793e\u4ea4\u5e73\u53f0\u548c\u53d1\u5e03\u793e\u533a\u6240\u5ffd\u89c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u4ea7\u54c1\u9ad8\u9891\u3001\u5fae\u5c0f\u8fed\u4ee3\u7684\u201c\u8f7b\u91cf\u7ea7\u201d\u53d1\u5e03\u9700\u6c42\u3002\u5b83\u672c\u8d28\u4e0a\u4e0d\u662f\u53e6\u4e00\u4e2a Product Hunt\uff0c\u800c\u662f\u4e00\u4e2a\u201cProduct Hunt Daily\u201d\u2014\u2014\u5c06\u4ea7\u54c1\u53d9\u4e8b\u7684\u9897\u7c92\u5ea6\u4ece\u201c\u91cd\u78c5\u53d1\u5e03\u201d\u7ec6\u5316\u5230\u201c\u65e5\u5e38\u63a8\u8fdb\u201d\uff0c\u8fd9\u6070\u597d\u5339\u914d\u4e86\u73b0\u4ee3\u654f\u6377\u5f00\u53d1\u4e0e\u72ec\u7acb\u5f00\u53d1\u8005\u201c\u5c0f\u6b65\u5feb\u8dd1\u201d\u7684\u8282\u594f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u805a\u5408\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u201c\u8ba4\u77e5\u5b89\u5168\u533a\u201d\u3002\u5728Twitter\u3001Reddit\u7b49\u5e7f\u573a\u5f0f\u5e73\u53f0\u4e0a\uff0c\u65e5\u66f4\u884c\u4e3a\u6781\u6613\u88ab\u7b97\u6cd5\u6216\u793e\u533a\u89c4\u5219\u5224\u5b9a\u4e3a\u5783\u573e\u4fe1\u606f\uff0c\u5bfc\u81f4\u5f00\u53d1\u8005\u9677\u5165\u201c\u96f6\u5173\u6ce8\u5ea6\u9677\u9631\u201d\u6216\u5fc3\u7406\u632b\u8d25\u3002FeatDrop\u901a\u8fc7\u91cd\u5851\u793e\u533a\u89c4\u5219\u4e0e\u9884\u671f\uff0c\u5c06\u201c\u65e5\u66f4\u5341\u6b21\u201d\u4ece\u6f5c\u5728\u7684\u9a9a\u6270\u884c\u4e3a\u8f6c\u5316\u4e3a\u503c\u5f97\u9f13\u52b1\u7684\u201c\u8363\u8a89\u52cb\u7ae0\u201d\uff0c\u8fd9\u964d\u4f4e\u4e86\u5206\u4eab\u7684\u5fc3\u7406\u95e8\u69db\uff0c\u6709\u671b\u6c47\u96c6\u9ad8\u8d28\u91cf\u3001\u539f\u751f\u7684\u6784\u5efa\u8fdb\u7a0b\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6838\u5fc3\u6311\u6218\u4e0e\u673a\u9047\u5e76\u5b58\u3002\u6311\u6218\u5728\u4e8e\u5982\u4f55\u7834\u89e3\u201c\u51b7\u542f\u52a8\u6096\u8bba\u201d\uff1a\u4e00\u4e2a\u4ee5\u65f6\u95f4\u7ebf\u4e3a\u5e8f\u7684\u5e7f\u573a\uff0c\u82e5\u6ca1\u6709\u8db3\u591f\u591a\u7684\u89c2\u4f17\uff0c\u65e9\u671f\u53d1\u5e03\u8005\u4f9d\u7136\u662f\u5728\u5bf9\u865a\u7a7a\u5450\u558a\u3002\u8fd9\u8981\u6c42\u5e73\u53f0\u5fc5\u987b\u5728\u5de5\u5177\u5c5e\u6027\uff08\u5982\u66f4\u65b0\u65e5\u5386\u3001\u6570\u636e\u7edf\u8ba1\uff09\u548c\u7f51\u7edc\u6548\u5e94\u4e4b\u95f4\u5feb\u901f\u53d6\u5f97\u5e73\u8861\uff0c\u6216\u8bb8\u9700\u8981\u5f15\u5165\u66f4\u667a\u80fd\u7684\u63a8\u8350\u673a\u5236\u6216\u4e3b\u9898\u8ba2\u9605\u6765\u63d0\u5347\u96f6\u7c89\u4e1d\u7528\u6237\u7684\u53ef\u89c1\u6027\u3002\u673a\u9047\u5219\u5728\u4e8e\uff0c\u82e5\u80fd\u6210\u529f\u6c47\u805a\u4e00\u6279\u5fe0\u5b9e\u7684\u201c\u6784\u5efa\u8005\u201d\u4e0e\u201c\u65e9\u671f\u4ea7\u54c1\u89c2\u5bdf\u8005\u201d\uff0c\u5b83\u5c06\u4e0d\u4ec5\u662f\u4e00\u4e2a\u53d1\u5e03\u6e20\u9053\uff0c\u66f4\u53ef\u80fd\u6210\u4e3a\u4e00\u4e2a\u72ec\u7279\u7684\u4ea7\u54c1\u8d8b\u52bf\u6316\u6398\u77ff\u573a\u548c\u65e9\u671f\u53cd\u9988\u6e90\uff0c\u5176\u6570\u636e\u4ef7\u503c\uff08\u5982\u66f4\u65b0\u9891\u7387\u4e0e\u793e\u533a\u53cd\u54cd\u7684\u5173\u7cfb\uff09\u53ef\u80fd\u884d\u751f\u51fa\u66f4\u6df1\u5c42\u7684\u6d1e\u5bdf\u670d\u52a1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u5c06\u5176\u5b9a\u4f4d\u4e3a\u66f4\u9002\u5408\u72ec\u7acb\u5f00\u53d1\u8005\u800c\u975e\u5927\u56e2\u961f\uff0c\u662f\u660e\u667a\u7684\u5dee\u5f02\u5316\u7b56\u7565\u3002\u5927\u56e2\u961f\u6709\u8db3\u591f\u7684\u58f0\u91cf\u6e20\u9053\uff0c\u800c\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u65e5\u5e38\u52aa\u529b\u624d\u662f\u771f\u6b63\u9700\u8981\u88ab\u201c\u770b\u89c1\u201d\u7684\u3002\u80fd\u5426\u5c06\u8fd9\u79cd\u201c\u88ab\u770b\u89c1\u7684\u9700\u6c42\u201d\u8f6c\u5316\u4e3a\u53ef\u6301\u7eed\u7684\u793e\u533a\u4e92\u52a8\u4e0e\u589e\u957f\u95ed\u73af\uff0c\u5c06\u662f\u51b3\u5b9aFeatDrop\u662f\u6210\u4e3a\u4e00\u4e2a\u5229\u57fa\u5de5\u5177\uff0c\u8fd8\u662f\u4e00\u4e2a\u5168\u65b0\u4ea7\u54c1\u6587\u5316\u7b56\u6e90\u5730\u7684\u5173\u952e\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\">FeatDrop<\/span>\n <\/div>\n<div class=\"comment-content\">The best product teams build everything in public. FeatDrop is a public changelog community for product builders to share every updates they ship, get feedbacks, and grow audience.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The idea came from a problem I kept running into myself: I ship updates to my side projects on a daily basis, but there\u2019s no real place to share those updates unless you already have many followers.<\/p>\n<p>Posting on X didn\u2019t do much for me (I have only ~200 followers). Posting on changelog page meant basically nobody saw it. Posting frequently on Reddit felt spammy pretty quickly.<\/p>\n<p>So I made a public product changelog.<\/p>\n<p>Featdrop is kind of like Product Hunt, but instead of launches, people post <strong>product updates<\/strong>. You can have multiple products, post multiple updates every day, and people can see, follow, vote on, and comment on what you\u2019re building.<\/p>\n<p>One feature I personally especially like is the <a href=\"https:\/\/www.featdrop.com\/u\/claude_bot?month=2026-03\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">update calendar<\/a> \u2014 it shows a monthly history of everything you shipped. It feels like a nicer way to show product momentum than just a GitHub graph. (The idea was inspired by an infographic made by ProductCompass)<\/p>\n<p>If you\u2019re actively building, I\u2019d love for you to check it out and happy to hear any feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@allan_jiang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@allan_jiang<\/a> Congrats on the launch, Allan! I\u2019m feeling this in my soul. We\u2019ve been grinding across X, LinkedIn, and Reddit, and let me tell you\u2014the ‘0 Karma’ struggle on Reddit is real and brutal. It\u2019s so hard to build momentum when you\u2019re shouting into a void or getting flagged as spam just for being proud of your daily ships.<\/p>\n<p>FeatDrop feels like the ‘safe haven’ we\u2019ve been looking for\u2014a place where shipping 10 times a day is a badge of honor, not a reason to get banned. I\u2019m definitely moving our project uppdates here!<\/p>\n<p>Quick question: Do you plan to add a ‘Social Cross-posting’ feature? It would be amazing if FeatDrop could help us package these small updates into ‘safe’ social-friendly formats so we can slowly grow those other channels without the pain. Can’t wait to start our calendar streak<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 become a daily habit product if done right . Builders checking in sharing progress getting feedback that loop is strong. The challenge will be making early posts feel rewarding enough.<\/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\/@brian_douglas5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brian_douglas5<\/a> Hi Brian, that’s a good point! I hope this can be a daily good habit, we start with news letters and leaderboards to help builders who submitted their products get more eyeballs.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@brian_douglas5\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@brian_douglas5<\/a> Thought so too! Will be watching this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What does discoverability actually look like for someone with zero followers on day one? If the feed is chronological and you have no audience yet, you’re basically posting into a void. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jared_salois\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jared_salois<\/a> Good question Jared. At the moment, the default feed is ranked by update time, which means if you are among the recent product builders to submit a product update, your update will be shown on top and visible to other people. So right now as long as people submit product updates, it will be seen by others for sure \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>Nice! I’ve been building a product solo and my changelog is basically scattered across commit messages and a markdown file nobody sees. Do you see this working well for solo founders or is it more geared toward teams with a bigger audience already?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@keith_hiyamojo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@keith_hiyamojo<\/a> Hi Keith, yes in fact I think it fits better for solo founders or small teams rather than big teams. Bigger teams usually have more ways to show off their product updates, but it’s usually not the case for solo founders. The goal for FeatDrop is to help solo founders or small teams get their updates seen by the public.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@keith_hiyamojo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@keith_hiyamojo<\/a> Yes, i am a happy customer and this is exactly why i use 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for a useful site, I was looking for something like it tbh for my project and now it landed in my lap \ud83d\ude00 ! Just a note from usability side. When I click on an update and then navigate back to main page, it is kind of annoying that it scrolls me back to top.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@yodalr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yodalr<\/a> Hi Lennart, thanks for the support, and I’m looking at the issue you reported now!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love how it was built because of your personal need. But, don’t we have many platforms like this already?<\/p>\n<p>how are you planning to grow this, make it more intuitive?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@baruns\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@baruns<\/a> Hi Barun, thanks for the support \ud83d\udc4b <\/p>\n<p>For your question: I’m not aware that there are other product communities can allow builders to freely share like 10 product updates per day. In fact, in the past people were simply not able to ship new features in such speed, but now what I noticed is there are more product builders able to ship multiple iterations within a day. FeatDrop is designed to freely post every improvments, without worrying about being spammy to the community.<\/p>\n<p>You mentioned making it more intuitive, anything specific you want to see? \ud83d\ude0a<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/NWYPSUW6CCZW2C\" class=\"app-title\">Marble 1.1<\/a><\/p>\n<div class=\"one-liner\">Better lighting and larger scales for 3D world generation<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">90<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Marble 1.1\u53ca\u5176Plus\u7248\u672c\u901a\u8fc7\u63d0\u5347\u5149\u7167\u3001\u753b\u8d28\u53ca\u6269\u5c55\u751f\u6210\u89c4\u6a21\uff0c\u4e3a3D\u5185\u5bb9\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u9ad8\u8d28\u91cf\u3001\u66f4\u5b8f\u5927\u7684\u573a\u666f\u751f\u6210\u89e3\u51b3\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u5feb\u901f\u6784\u5efa\u590d\u67423D\u73af\u5883\u65f6\u7684\u8d28\u91cf\u4e0e\u6548\u7387\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9741d0b0-216e-4c7a-a581-360654181997.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1ed8050b-8562-45f9-bcac-1b7efb1b8dc2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/35205b02-b32a-4339-8444-daca288997d0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cc702eb5-fe82-452c-9b63-601070727683.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\/c2e9627b-9709-4cd0-8337-43d9c7317663.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Ab8ws7kpWEU\"><source src=\"https:\/\/www.youtube.com\/watch?v=Ab8ws7kpWEU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">3D Modeling<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">3D\u751f\u6210<\/span><br \/>\n <span class=\"tag\">AI\u5efa\u6a21<\/span><br \/>\n <span class=\"tag\">\u573a\u666f\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5b6a\u751f<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u865a\u62df\u4e16\u754c<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u6210\u5f0fAI<\/span><br \/>\n <span class=\"tag\">\u56fe\u5f62\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u73af\u5883\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5b98\u65b9\u8bc4\u8bba\u89e3\u91ca\u4e86\u7248\u672c\u5dee\u5f02\uff1a1.1\u7248\u4e13\u6ce8\u4e8e\u63d0\u5347\u753b\u8d28\uff08\u5149\u7167\u3001\u5bf9\u6bd4\u5ea6\u3001\u51cf\u5c11\u7455\u75b5\uff09\uff0c\u662f\u5b89\u5168\u9ed8\u8ba4\u9009\u62e9\uff1b1.1 Plus\u7248\u5219\u81f4\u529b\u4e8e\u751f\u6210\u66f4\u5e9e\u5927\u590d\u6742\u7684\u73af\u5883\u3002\u7528\u6237\u53cd\u9988\u660e\u786e\u6307\u51fa\u4e86\u4ea7\u54c1\u7684\u6e05\u6670\u5b9a\u4f4d\u4e0e\u9002\u7528\u8def\u5f84\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Marble\u6b64\u6b21\u8fed\u4ee3\u770b\u4f3c\u662f\u4e00\u6b21\u5e38\u89c4\u7684\u201c\u753b\u8d28\u63d0\u5347+\u89c4\u6a21\u6269\u5c55\u201d\u53cc\u6a21\u578b\u66f4\u65b0\uff0c\u5b9e\u5219\u63ed\u793a\u4e86\u5f53\u524d3D\u751f\u6210\u8d5b\u9053\u4e00\u4e2a\u5173\u952e\u7684\u6f14\u8fdb\u65b9\u5411\uff1a\u4ece\u8ffd\u6c42\u201c\u6709\u65e0\u201d\u5230\u89e3\u51b3\u201c\u597d\u574f\u201d\u4e0e\u201c\u5927\u5c0f\u201d\u7684\u5b9e\u7528\u6027\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n 1.1\u7248\u672c\u9488\u5bf9\u5149\u7167\u3001\u5bf9\u6bd4\u5ea6\u548c\u4f2a\u5f71\u7684\u4f18\u5316\uff0c\u76f4\u6307\u5f53\u524dAI\u751f\u62103D\u5185\u5bb9\u7684\u666e\u904d\u987d\u75be\u2014\u2014\u89c6\u89c9\u7c97\u7cd9\u611f\u3002\u8fd9\u5e76\u975e\u70ab\u6280\uff0c\u800c\u662f\u964d\u4f4e\u5546\u7528\u95e8\u69db\u7684\u52a1\u5b9e\u4e4b\u4e3e\uff0c\u8ba9\u751f\u6210\u7ed3\u679c\u66f4\u63a5\u8fd1\u53ef\u76f4\u63a5\u4f7f\u7528\u7684\u8d44\u4ea7\u6807\u51c6\u3002\u800c1.1 Plus\u6a21\u578b\u4e3b\u653b\u201c\u89c4\u6a21\u6269\u5c55\u201d\uff0c\u5176\u4ef7\u503c\u66f4\u4e3a\u6df1\u8fdc\u3002\u5b83\u8bd5\u56fe\u6253\u7834\u65e9\u671f3D\u751f\u6210\u5185\u5bb9\u201c\u788e\u7247\u5316\u201d\u3001\u201c\u5b64\u5c9b\u5316\u201d\u7684\u5c40\u9650\uff0c\u5411\u6784\u5efa\u8fde\u8d2f\u3001\u5b8f\u5927\u7684\u865a\u62df\u7a7a\u95f4\u8fc8\u8fdb\u3002\u8fd9\u4e0d\u518d\u662f\u751f\u6210\u4e00\u4e2a\u5b64\u7acb\u6a21\u578b\uff0c\u800c\u662f\u5411\u201c\u4e16\u754c\u751f\u6210\u201d\u7684\u8303\u7574\u63a2\u7d22\uff0c\u5176\u5e94\u7528\u573a\u666f\u4ece\u5355\u54c1\u5c55\u793a\u5927\u5e45\u8dc3\u5347\u81f3\u6e38\u620f\u5173\u5361\u3001\u865a\u62df\u573a\u666f\u4e43\u81f3\u6570\u5b57\u5b6a\u751f\u57ce\u5e02\u7684\u6784\u5efa\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u53cc\u6a21\u578b\u7b56\u7565\u672c\u8eab\u4e5f\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u201c1.1\u57fa\u7840\u7248\u201d\u4e0e\u201c1.1 Plus\u7248\u201d\u7684\u6e05\u6670\u5212\u5206\uff0c\u5728\u63d0\u4f9b\u660e\u786e\u9009\u62e9\u7684\u540c\u65f6\uff0c\u4e5f\u6697\u793a\u4e86\u6280\u672f\u5c1a\u672a\u80fd\u5b8c\u7f8e\u517c\u987e\u201c\u6781\u81f4\u753b\u8d28\u201d\u4e0e\u201c\u8d85\u5927\u5c3a\u5ea6\u201d\uff0c\u7528\u6237\u4ecd\u9700\u6839\u636e\u573a\u666f\u5728\u201c\u7cbe\u7ec6\u5ea6\u201d\u4e0e\u201c\u89c4\u6a21\u201d\u4e4b\u95f4\u505a\u53d6\u820d\u3002\u8fd9\u66b4\u9732\u4e86\u5e95\u5c42\u7b97\u529b\u6210\u672c\u4e0e\u7b97\u6cd5\u6548\u7387\u7684\u6838\u5fc3\u7ea6\u675f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cMarble\u7684\u66f4\u65b0\u8def\u5f84\u663e\u5f97\u51b7\u9759\u800c\u805a\u7126\u3002\u5b83\u6ca1\u6709\u7a7a\u8c08\u201c\u901a\u75283D AI\u201d\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u5165\u5185\u5bb9\u751f\u4ea7\u6d41\u7a0b\u4e2d\u6700\u8017\u65f6\u7684\u73af\u5883\u6784\u5efa\u73af\u8282\uff0c\u901a\u8fc7\u53ef\u611f\u77e5\u7684\u8d28\u91cf\u4e0e\u89c4\u6a21\u63d0\u5347\u6765\u5151\u73b0\u751f\u4ea7\u529b\u4ef7\u503c\u3002\u5176\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5982\u4f55\u5c06\u8fd9\u4e24\u4e2a\u65b9\u5411\u6700\u7ec8\u878d\u5408\uff0c\u5e76\u5efa\u7acb\u8d77\u8db3\u591f\u9ad8\u7684\u6280\u672f\u58c1\u5792\uff0c\u4ee5\u5e94\u5bf9\u5373\u5c06\u5230\u6765\u7684\u3001\u66f4\u6fc0\u70c8\u76843D\u751f\u6210\u5de5\u5177\u6df7\u6218\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Marble 1.1<\/span>\n <\/div>\n<div class=\"comment-content\">World Labs’ latest 3D generation update introduces two models. Version 1.1 improves lighting, contrast, and reduces artifacts. The 1.1-Plus model automatically expands 3D space coverage to generate significantly larger, more complex environments.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>A simple but interesting Marble update.<\/p>\n<p>Marble 1.1 improves the core image quality side of world generation: better lighting, sharper contrast, and fewer visual artifacts. Then Marble 1.1 Plus pushes on a different axis entirely, letting you create larger and more complex environments.<\/p>\n<p>So the product split is actually quite clean now: start with 1.1 for the safer default, then switch to 1.1 Plus when you want the biggest world possible.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/E65UWOCFXWFDMI\" class=\"app-title\">Mo<\/a><\/p>\n<div class=\"one-liner\">Checks PRs against decisions your team approved in Slack<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">89<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Mo \u662f\u4e00\u6b3e\u901a\u8fc7\u76d1\u542c Slack \u9891\u9053\u4e2d\u7684\u56e2\u961f\u51b3\u7b56\uff0c\u5e76\u5728\u4ee3\u7801\u5408\u5e76\u8bf7\u6c42\uff08PR\uff09\u65f6\u81ea\u52a8\u68c0\u67e5\u4ee3\u7801\u53d8\u66f4\u662f\u5426\u8fdd\u80cc\u5df2\u6279\u51c6\u51b3\u7b56\uff0c\u4ece\u800c\u9632\u6b62\u51b3\u7b56\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u88ab\u65e0\u58f0\u8fdd\u80cc\u7684\u534f\u4f5c\u5de5\u5177\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0de24a2c-904d-4a9d-9347-af86ca0198f4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/af317d97-6746-4e02-97b3-75fe53191b43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ee4b16c0-d684-4cc9-82cf-21e63688a524.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/de4df854-2a33-4979-bea6-fa15d58d6b23.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\">Slack<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6d41\u7a0b<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u51b3\u7b56\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">Slack\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">PR\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u6027\u68c0\u67e5<\/span><br \/>\n <span class=\"tag\">DevOps<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u4e3a\u5176@mo\u6279\u51c6\u673a\u5236\u8bbe\u8ba1\u5de7\u5999\u3001\u8f7b\u91cf\u6613\u91c7\u7eb3\u3002\u5f00\u53d1\u8005\u5206\u4eab\u5176\u6e90\u4e8e\u81ea\u8eab\u75db\u70b9\u3002\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u5982\u4f55\u5904\u7406AI\u4ee3\u7406\u521b\u5efa\u7684PR\uff1b\u5982\u4f55\u7cbe\u51c6\u8bc6\u522bSlack\u4e2d\u7684\u6709\u6548\u51b3\u7b56\u800c\u4e0d\u4ea7\u751f\u566a\u97f3\u3002\u56de\u590d\u8bf4\u660e\u5176\u57fa\u4e8eSlack\u5b58\u50a8\u7684\u51b3\u7b56\u8fdb\u884c\u6bd4\u5bf9\uff0c\u5e76\u53ef\u901a\u8fc7\u6307\u4ee4\u8986\u76d6\u65e7\u51b3\u7b56\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 Mo \u5207\u5165\u4e86\u4e00\u4e2a\u6781\u5176\u7cbe\u51c6\u4e14\u88ab\u5ffd\u89c6\u7684\u7f1d\u9699\uff1a\u56e2\u961f\u6c9f\u901a\u4e0e\u4ee3\u7801\u6267\u884c\u4e4b\u95f4\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u65ad\u5c42\u3002\u5b83\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u4e0a\u7684\u4ee3\u7801\u5ba1\u67e5\uff0c\u800c\u5728\u4e8e\u5145\u5f53\u4e86\u4e00\u4e2a\u201c\u5236\u5ea6\u6027\u8bb0\u5fc6\u201d\u7684\u5f3a\u5236\u6267\u884c\u8005\u3002\u56e2\u961f\u5728Slack\u7b49\u5373\u65f6\u901a\u8baf\u5de5\u5177\u4e2d\u8fbe\u6210\u7684\u5171\u8bc6\uff0c\u5f80\u5f80\u56e0\u7f3a\u4e4f\u4e0e\u5f00\u53d1\u6d41\u7a0b\u7684\u521a\u6027\u8fde\u63a5\u800c\u6d41\u5931\uff0cMo\u8bd5\u56fe\u7528\u81ea\u52a8\u5316\u6865\u6881\u586b\u8865\u8fd9\u4e00\u7a7a\u767d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u8f7b\u91cf\u7ea7\u201d\u8bbe\u8ba1\u662f\u53cc\u5203\u5251\u3002\u5de7\u5999\u5229\u7528@\u63d0\u53ca\u4f5c\u4e3a\u89e6\u53d1\u70b9\uff0c\u964d\u4f4e\u4e86\u91c7\u7528\u95e8\u69db\uff0c\u907f\u514d\u4e86\u590d\u6742\u7684\u6d41\u7a0b\u6539\u9020\uff0c\u8fd9\u662f\u5176\u6700\u5927\u4f18\u70b9\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u5c40\u9650\uff1a\u51b3\u7b56\u7684\u6355\u6349\u4e25\u91cd\u4f9d\u8d56\u56e2\u961f\u6210\u5458\u7684\u81ea\u89c9\u89e6\u53d1\uff08@mo approve\uff09\uff0c\u8fd9\u672c\u8d28\u4e0a\u5c06\u6d41\u7a0b\u6f0f\u6d1e\u4ece\u201c\u5fd8\u8bb0\u6267\u884c\u51b3\u7b56\u201d\u8f6c\u79fb\u5230\u4e86\u201c\u5fd8\u8bb0\u6807\u8bb0\u51b3\u7b56\u201d\u3002\u867d\u7136\u4ea7\u54c1\u8bd5\u56fe\u901a\u8fc7\u8bfb\u53d6\u5386\u53f2\u6d88\u606f\u548c\u63d0\u4f9b\u95e8\u6237\u6765\u7f13\u89e3\uff0c\u4f46\u5e76\u672a\u4ece\u6839\u672c\u4e0a\u89e3\u51b3\u201c\u51b3\u7b56\u5f62\u5f0f\u5316\u201d\u7684\u521d\u59cb\u6210\u672c\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u7684\u6311\u6218\u5728\u4e8e\u51b3\u7b56\u7684\u201c\u4e0a\u4e0b\u6587\u201d\u4e0e\u201c\u65f6\u6548\u6027\u201d\u3002Slack\u4e2d\u7684\u8ba8\u8bba\u5f80\u5f80\u662f\u788e\u7247\u5316\u4e14\u5145\u6ee1\u8bed\u5883\u7684\uff0c\u7b80\u5355\u7684\u4e00\u53e5\u201c\u6279\u51c6\u201d\u80fd\u5426\u51c6\u786e\u6355\u6349\u51b3\u7b56\u7684\u8fb9\u754c\u548c\u6761\u4ef6\uff1f\u5f53\u4e1a\u52a1\u903b\u8f91\u53d1\u751f\u6f14\u53d8\u65f6\uff0c\u5982\u4f55\u4f18\u96c5\u5730\u7ba1\u7406\u51b3\u7b56\u7684\u7248\u672c\u548c\u8986\u76d6\u5173\u7cfb\uff1f\u8bc4\u8bba\u4e2d\u5173\u4e8eAI\u4ee3\u7406\u548c\u566a\u97f3\u7ba1\u7406\u7684\u7591\u95ee\uff0c\u6b63\u6233\u4e2d\u4e86\u5176\u5728\u590d\u6742\u3001\u52a8\u6001\u5f00\u53d1\u73af\u5883\u4e0b\u7684\u9002\u7528\u6027\u8fb9\u754c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cMo\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u201c\u75db\u70b9\u9a8c\u8bc1\u578b\u201d\u4ea7\u54c1\u3002\u5b83\u6e05\u6670\u5730\u5b9a\u4e49\u5e76\u89e3\u51b3\u4e86\u4e00\u4e2a\u771f\u5b9e\u3001\u9ad8\u9891\u7684\u534f\u4f5c\u95ee\u9898\uff0c\u5176\u521d\u6b65\u65b9\u6848\u5c55\u73b0\u4e86\u5de7\u601d\u3002\u4f46\u5b83\u6240\u89e6\u53ca\u7684\uff0c\u5b9e\u5219\u662f\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u201c\u975e\u6280\u672f\u6027\u503a\u52a1\u201d\u7684\u7ba1\u7406\u96be\u9898\u3002\u82e5\u8981\u4ece\u5c0f\u5de7\u5de5\u5177\u6210\u957f\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5b83\u5fc5\u987b\u8fdb\u5316\u51fa\u66f4\u667a\u80fd\u7684\u51b3\u7b56\u6355\u83b7\u3001\u66f4\u5b8c\u5584\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u4ee5\u53ca\u66f4\u5f3a\u5927\u7684\u4e0e\u73b0\u6709\u9700\u6c42\/\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf\u8026\u5408\u7684\u80fd\u529b\uff0c\u5426\u5219\u53ef\u80fd\u957f\u671f\u505c\u7559\u5728\u201c\u6709\u7528\u4f46\u975e\u5fc5\u9700\u201d\u7684\u8f85\u52a9\u5de5\u5177\u8303\u7574\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\">Mo<\/span>\n <\/div>\n<div class=\"comment-content\">Your team agrees on something in Slack. Two weeks later a PR quietly breaks it. Nobody catches it until QA \u2014 or after deploy. Mo watches a Slack channel for decisions. When someone tags @mo to approve something, it stores it. When a PR opens, Mo checks the diff against every approved decision and flags conflicts before merge. It doesn’t review code quality. It only cares if the code matches what the team actually decided.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The @mo to approve mechanic is clever. Lightweight enough that teams might actually adopt it without resistance.<\/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\/@darren_mitchell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@darren_mitchell<\/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\">We built this after it happened to us \u2014 a decision made in Slack<br \/>\ndidn’t make it into the code, and nobody caught it until a customer<br \/>\nhit it in production.<\/p>\n<p>The frustrating part wasn’t the bug. It was that the decision was<br \/>\nright there in #product-decisions. The PR just never got checked<br \/>\nagainst it.<\/p>\n<p>Mo is the connection that was missing. Happy to answer any questions<br \/>\nabout how the decision matching works under the hood.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting approach. Curious how this handles the agent pipeline – when an AI agent opens the PR, does it still catch conflicts with decisions made before the agent was involved? The drift window starts earlier than that.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a> thank you. It only compares against decisions stored from Slack. Once installed and named in Slack, it will read the last 50 and ask you which ones you want to add. You also have a portal where you can add more. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How do you decide which Slack discussions actually become enforceable rules without creating noise?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@athsara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@athsara<\/a> once you connect your Slack workspace you can invite @Mo and after a decision has been made, anyone can say @Mo approve this and it will approve it. If new decisions about that are made, for example saying trial should be 14 days when the previous decision was 7, the previous one will be overridden by Mo. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/J7NRO5XPT64QTJ\" class=\"app-title\">Timeliner.io<\/a><\/p>\n<div class=\"one-liner\">The all-in-one workspace for content agencies & editors<\/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>Timeliner\u662f\u4e00\u6b3e\u4e3a\u89c6\u9891\u56e2\u961f\u548c\u5185\u5bb9\u4ee3\u7406\u5546\u6253\u9020\u7684\u4e00\u4f53\u5316\u5de5\u4f5c\u7a7a\u95f4\uff0c\u901a\u8fc7\u6574\u5408\u9879\u76ee\u7ba1\u7406\u3001\u89c6\u9891\u5ba1\u9605\u3001\u5ba2\u6237\u534f\u4f5c\u4e0e\u6587\u4ef6\u7ba1\u7406\uff0c\u89e3\u51b3\u4e86\u89c6\u9891\u5236\u4f5c\u6d41\u7a0b\u4e2d\u5de5\u5177\u5206\u6563\u3001\u6c9f\u901a\u6df7\u4e71\u3001\u7248\u672c\u8ffd\u8e2a\u56f0\u96be\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/89855bff-55d8-422b-909e-f56881633234.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\/235a658d-e877-472a-8a0c-6587bdddaabd.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\/6da2e555-b08a-4e18-89b7-4e9bfac1c05b.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\/16bb2aeb-2211-4952-a2e6-f7c734d90ad1.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\/3840419b-7ce2-4a47-8f92-c7330667773f.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/927e80ca82d9438288af87b3fb9a5e31\"><source src=\"https:\/\/www.loom.com\/share\/927e80ca82d9438288af87b3fb9a5e31\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Video<\/span><br \/>\n <span class=\"tag\">Alpha<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u534f\u4f5c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u4e00\u4f53\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u5ba1\u9605<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u5ba1\u6279<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u4ee3\u7406\u5546<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u751f\u4ea7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u4ecb\u7ecd\u4e86\u4ea7\u54c1\u5f00\u53d1\u80cc\u666f\u5e76\u5bfb\u6c42\u53cd\u9988\u3002\u4e3b\u8981\u7528\u6237\u8be2\u95ee\u4e86\u4e0e\u73b0\u6709\u5e73\u53f0\/\u5de5\u4f5c\u6d41\u7684\u6df1\u5ea6\u96c6\u6210\u53ef\u80fd\u6027\uff0c\u8868\u73b0\u51fa\u5bf9API\u6216\u81ea\u52a8\u5316\u521b\u5efa\u9879\u76ee\u3001\u540c\u6b65\u6570\u636e\u7684\u9700\u6c42\uff0c\u521b\u59cb\u4eba\u5df2\u9080\u8bf7\u5176\u8fdb\u4e00\u6b65\u6c9f\u901a\u5408\u4f5c\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 Timeliner\u7784\u51c6\u7684\u662f\u4e00\u4e2a\u660e\u786e\u4e14\u68d8\u624b\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u4e13\u4e1a\u89c6\u9891\u5236\u4f5c\u4e0e\u5185\u5bb9\u4ee3\u7406\u7684\u6d41\u7a0b\u7ba1\u7406\u3002\u5176\u5ba3\u79f0\u8981\u53d6\u4ee3Frame.io\uff08\u4e13\u4e1a\u5ba1\u9605\uff09\u3001ClickUp\uff08\u9879\u76ee\u7ba1\u7406\uff09\u3001Google Drive\uff08\u6587\u4ef6\u5b58\u50a8\uff09\u53ca\u7535\u5b50\u8868\u683c\u7684\u7ec4\u5408\uff0c\u91ce\u5fc3\u4e0d\u5c0f\uff0c\u4e5f\u76f4\u6307\u884c\u4e1a\u6838\u5fc3\u987d\u75be\u2014\u2014\u5728\u521b\u610f\u4e0e\u6c9f\u901a\u7684\u6df7\u6c8c\u4e2d\uff0c\u6548\u7387\u88ab\u65e0\u6570\u4e2a\u5207\u6362\u7a97\u53e3\u548c\u788e\u7247\u5316\u4fe1\u606f\u541e\u566c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u5806\u53e0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u7528\u201c\u9879\u76ee\u201d\u800c\u975e\u201c\u6587\u4ef6\u201d\u4f5c\u4e3a\u6838\u5fc3\u6570\u636e\u6a21\u578b\uff0c\u91cd\u65b0\u4e32\u8054\u8d77\u89c6\u9891\u4ece\u8349\u7a3f\u5230\u4ea4\u4ed8\u3001\u4ed8\u6b3e\u7684\u5168\u94fe\u8def\u3002\u65f6\u95f4\u6233\u6279\u6ce8\u3001\u4e00\u952e\u5ba1\u6279\u7b49\u529f\u80fd\u662f\u8868\uff0c\u5176\u91cc\u662f\u8bd5\u56fe\u5c06\u975e\u7ed3\u6784\u5316\u7684\u521b\u610f\u53cd\u9988\u548c\u51b3\u7b56\u8fc7\u7a0b\u7ed3\u6784\u5316\u3001\u53ef\u8ffd\u8e2a\u3002\u8fd9\u6293\u4f4f\u4e86\u4e13\u4e1a\u670d\u52a1\u4e2d\u201c\u8fc7\u7a0b\u53ef\u8ffd\u6eaf\u3001\u8d23\u4efb\u53ef\u754c\u5b9a\u201d\u7684\u9690\u6027\u521a\u9700\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u96c6\u6210\u5de5\u5177\u5f80\u5f80\u9762\u4e34\u201c\u5168\u800c\u4e0d\u7cbe\u201d\u7684\u8d28\u7591\uff0c\u4e13\u4e1a\u7528\u6237\u5bf9\u6df1\u5ea6\u529f\u80fd\u7684\u5fe0\u8bda\u5ea6\u6781\u9ad8\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u6f5c\u5728\u5ba2\u6237\u7684\u9996\u8981\u5173\u5207\u662fAPI\u4e0e\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u96c6\u6210\uff0c\u8fd9\u63ed\u793a\u4e86B2B SaaS\u7684\u751f\u5b58\u6cd5\u5219\uff1a\u5e76\u975e\u53d6\u4ee3\u6240\u6709\u5de5\u5177\uff0c\u800c\u662f\u80fd\u5426\u6210\u4e3a\u7075\u6d3b\u7684\u4e2d\u67a2\u3002\u6700\u540e\uff0c$19\/\u6708\u7684\u8d77\u4ef7\u5207\u5165\u7ade\u4e89\u7ea2\u6d77\uff0c\u9700\u5728\u901a\u7528\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u4e0e\u5782\u76f4\u4e13\u4e1a\u5de5\u5177\uff08\u5982Frame.io\uff09\u7684\u5939\u51fb\u4e2d\uff0c\u7cbe\u51c6\u8bc1\u660e\u5176\u201c\u4e00\u4f53\u5316\u201d\u5e26\u6765\u7684\u7efc\u5408\u6210\u672c\u4f18\u52bf\u4e0e\u4f53\u9a8c\u63d0\u5347\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u201c\u8db3\u591f\u4e13\u4e1a\u201d\u4e0e\u201c\u8db3\u591f\u5f00\u653e\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Timeliner.io<\/span>\n <\/div>\n<div class=\"comment-content\">Timeliner replaces Frame.io, ClickUp, Google Drive, and spreadsheets with one dashboard built for video agencies and editors. Leave timecoded comments (text, drawings, voice memos), get client approvals via WhatsApp or email in one click, assign editors, track versions, and track payments- all without switching tools. 200+ Editors & Agencies already inside. Plans from $19\/mo with a 14-day free trial.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt!<br \/>\nI\u2019m Noam, founder of Timeliner.<\/p>\n<p>After years of running video teams and dealing with the chaos of scattered tools, endless WhatsApp messages, missing files, messy revision rounds, and unclear approvals, I decided to build the system I wish we had.<\/p>\n<p>Timeliner is built for video teams, agencies, and content operations that need more than just file sharing or generic project management. It brings project tracking, video review, client collaboration, approvals, and file organization into one place.<\/p>\n<p>With Timeliner, you can:<\/p>\n<p>Manage video projects in a clear workflow<br \/>\nCollect timestamped feedback directly on videos<br \/>\nKeep client approvals organized<br \/>\nCentralize files, briefs, and deliverables<br \/>\nReduce back-and-forth across multiple tools<\/p>\n<p>We rebuilt the product from the ground up to make it faster, cleaner, and more aligned with how modern video teams actually work.<\/p>\n<p>Would love your support, feedback, and brutal honesty.<br \/>\nWhat\u2019s the most frustrating part of your current video workflow?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love what you are doing, is it built to integrate with existing tools or workflows?<br \/>I have a tool that create content for users, and we want to add an agency service on top of it as a premium offer.<br \/>I need an input where my platform create a new project automatically, with media, inputs and requirements.<br \/>I need my platform to connect the client data to collaborate with through your platform.<br \/>And how to add results in my 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\/@bengeekly\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengeekly<\/a> Hey Ben, sounds possible, reach out to me in <a href=\"mailto:noam@timeliner.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">noam@timeliner.io<\/a> and we will see how we can collab on 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<\/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\/YPJBGVIS3FI2O2\" class=\"app-title\">RoomieU<\/a><\/p>\n<div class=\"one-liner\">The roommate matching app built for college students<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">84<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u5927\u5b66\u751f\u8bbe\u8ba1\u7684\u5ba4\u53cb\u5339\u914d\u5e94\u7528\uff0c\u901a\u8fc7\u57fa\u4e8e\u751f\u6d3b\u4e60\u60ef\u548c\u504f\u597d\u7684\u7b97\u6cd5\uff0c\u5728\u5165\u5b66\u524d\u89e3\u51b3\u968f\u673a\u5206\u914d\u6216\u76f2\u76ee\u5bfb\u627e\u5ba4\u53cb\u5e26\u6765\u7684\u517c\u5bb9\u6027\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ebd6a0d7-1c93-4be2-a4a0-13d1e88d95c0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a4d628a-5b1b-4733-ab55-24316d0c63e6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/917504af-0129-4d08-8253-927a156fb907.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Messaging<\/span><br \/>\n <span class=\"tag\">School<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5927\u5b66\u751f\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u4f4f\u5bbf\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u6821\u56ed\u751f\u6d3b<\/span><br \/>\n <span class=\"tag\">\u5ba4\u53cb\u5bfb\u627e<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u65b9\u5f0f\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5b66\u751f\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u201c\u6821\u5185\u5339\u914d\u201d\u6838\u5fc3\u6982\u5ff5\uff0c\u8ba4\u4e3a\u968f\u673a\u5206\u914d\u5982\u540c\u8d4c\u535a\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u51b7\u542f\u52a8\u548c\u89c4\u6a21\u5316\u4e0a\uff0c\u5373\u5982\u4f55\u786e\u4fdd\u5355\u4e2a\u5b66\u6821\u6709\u8db3\u591f\u7528\u6237\u5f62\u6210\u6709\u6548\u5339\u914d\uff0c\u4ee5\u53ca\u4ece\u9996\u53d1\u6821\u56ed\u5411\u5176\u4ed6\u6821\u56ed\u6269\u5f20\u7684\u7b56\u7565\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 RoomieU\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u521a\u6027\u9700\u6c42\u5e02\u573a\uff1a\u5927\u5b66\u65b0\u751f\u7684\u4f4f\u5bbf\u793e\u4ea4\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u591a\u590d\u6742\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u968f\u673a\u5206\u914d\u201d\u8fd9\u4e00\u4f20\u7edf\u5236\u5ea6\u7684\u53cd\u53db\u4e0e\u4f18\u5316\u3002\u5b83\u5c06 roommate matching \u4ece\u201c\u5730\u7406\u4e34\u8fd1\u201d\u6216\u201c\u7eaf\u7cb9\u968f\u673a\u201d\u7684\u5c42\u9762\uff0c\u63d0\u5347\u81f3\u201c\u751f\u6d3b\u65b9\u5f0f\u517c\u5bb9\u201d\u7684\u7ef4\u5ea6\uff0c\u8fd9\u662f\u5176\u6700\u7280\u5229\u7684\u5356\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u73af\u4e4b\u4e0b\u9690\u85cf\u7740\u5178\u578b\u7684\u53cc\u8fb9\u5e02\u573a\u5730\u72f1\u3002\u4ea7\u54c1\u7684\u6548\u7528\u4e0e\u5355\u4e2a\u6821\u56ed\u5185\u7684\u7528\u6237\u5bc6\u5ea6\u4e25\u683c\u6b63\u76f8\u5173\uff0c\u8fd9\u8981\u6c42\u56e2\u961f\u5fc5\u987b\u91c7\u53d6\u201c\u5730\u6bef\u5f0f\u8f70\u70b8\u201d\u7684\u6821\u56ed\u63a8\u5e7f\u7b56\u7565\uff0c\u9010\u4e2a\u5b66\u6821\u653b\u514b\uff0c\u8fd0\u8425\u91cd\u8d44\u4ea7\u7279\u6027\u660e\u663e\u3002\u4ece\u521b\u59cb\u4eba\u7684\u56de\u5e94\u770b\uff0c\u5176\u601d\u8def\u4ecd\u505c\u7559\u5728\u529f\u80fd\u5b9e\u73b0\u4e0e\u5730\u57df\u6269\u5f20\uff0c\u5bf9\u5982\u4f55\u6784\u5efa\u6821\u56ed\u5927\u4f7f\u4f53\u7cfb\u3001\u5982\u4f55\u4e0e\u5b66\u6821\u4f4f\u5bbf\u529e\u516c\u5ba4\u5efa\u7acb\u5408\u4f5c\u6216\u5bf9\u6297\u3001\u5982\u4f55\u8bbe\u8ba1\u6fc0\u52b1\u4ee5\u8de8\u8d8a\u521d\u59cb\u7528\u6237\u4e34\u754c\u70b9\u7b49\u66f4\u6df1\u5c42\u7684\u589e\u957f\u95ee\u9898\uff0c\u5c1a\u672a\u5c55\u73b0\u51fa\u6210\u719f\u7684\u7b56\u7565\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u5916\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4f9d\u8d56\u201c\u514d\u8d39+\u9ad8\u7ea7\u529f\u80fd\u201d\u6a21\u5f0f\uff0c\u4f46\u5728\u5b66\u751f\u8fd9\u4e2a\u4ef7\u683c\u654f\u611f\u7fa4\u4f53\u4e2d\uff0c\u4f55\u79cd\u529f\u80fd\u8db3\u4ee5\u9a71\u52a8\u4ed8\u8d39\u4e14\u4e0d\u635f\u5bb3\u5339\u914d\u6c60\u89c4\u6a21\uff0c\u662f\u4e00\u5927\u8003\u9a8c\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u4e0eFacebook\u7fa4\u7ec4\u7b49\u514d\u8d39\u4f46\u7c97\u7cd9\u7684\u89e3\u51b3\u65b9\u6848\u7ade\u4e89\uff0c\u5176\u6ea2\u4ef7\u5168\u90e8\u6765\u81ea\u4e8e\u201c\u7cbe\u51c6\u5339\u914d\u201d\u6240\u8282\u7701\u7684\u7b5b\u9009\u6210\u672c\u548c\u6f5c\u5728\u51b2\u7a81\u98ce\u9669\u3002\u80fd\u5426\u5c06\u8fd9\u79cd\u201c\u9884\u9632\u51b2\u7a81\u201d\u7684\u4ef7\u503c\u8d27\u5e01\u5316\uff0c\u5c06\u51b3\u5b9a\u5176\u53ef\u6301\u7eed\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0cRoomieU\u6784\u60f3\u4f18\u7f8e\uff0c\u75db\u70b9\u6293\u5f97\u51c6\uff0c\u4f46\u771f\u6b63\u7684\u6218\u5f79\u624d\u521a\u521a\u5f00\u59cb\u3002\u5b83\u80fd\u5426\u4ece\u4e00\u6b3e\u6ee1\u8db3\u521b\u59cb\u4eba\u81ea\u8eab\u75db\u70b9\u7684\u597d\u5de5\u5177\uff0c\u8fdb\u5316\u6210\u4e00\u4e2a\u5177\u5907\u7f51\u7edc\u6548\u5e94\u7684\u5e73\u53f0\uff0c\u53d6\u51b3\u4e8e\u5176\u7ebf\u4e0b\u6267\u884c\u4e0e\u589e\u957f\u667a\u6167\uff0c\u8fdc\u80dc\u4e8e\u5176\u4ea7\u54c1\u4ee3\u7801\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\">RoomieU<\/span>\n <\/div>\n<div class=\"comment-content\">Finding a college roommate shouldn’t be left to luck. RoomieU matches students with compatible roommates at their own school based on lifestyle, habits, and preferences, not random assignment or endless Facebook scrolling. Unlike generic housing platforms, RoomieU is built specifically for college students. Create a profile, get matched with verified students at your school, and message potential roommates all in one place. Free to join, with premium features available.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I’m Lindsay, a college student at Duke and the founder of RoomieU.<br \/>\nThe idea came from my own experience. Freshman year, Duke randomly assigns everyone roommates with completely different sleep schedules, study habits, and living preferences, which made for a really tough year. I also noticed that many of my friends from high school ran into similar problems and if they were able to choose their roommates they did not know where to look.<br \/>\nSo I built RoomieU, a platform where college students can find roommates at their own school based on actual compatibility, not luck.<br \/>\nI’d love to hear from anyone who has been through the college roommate search. What was your experience like? And if you’re a college student, sign up free at roomieu.com, I’m actively building this with student feedback in mind!<\/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\/@lindsayfeinberg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lindsayfeinberg<\/a> Upvoted, not a student, but this is a brilliant idea. Random roommate matching can feel like a gamble.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the idea with school-specific matching. Generic platforms usually fail because you end up matched with someone on the other side of the country. But it also means you need enough students using it at each school for the matches to actually be useful. How are you thinking about rolling it out campus by campus? Starting with Duke makes sense, but going from the first school to the second is often where things get hard. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Andrzej, for right now it is only USA, but we plan to expand to international universities as well! <a href=\"https:\/\/www.producthunt.com\/@andrzej_zarod\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"andrzej_zarod\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrzej_zarod<\/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>This is great! Is this USA only?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/MOCFA5KVESUBUU\" class=\"app-title\">StatusStats<\/a><\/p>\n<div class=\"one-liner\">Mac Metrics In Your Menu Bar<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">81<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>StatusStats\u662f\u4e00\u6b3e\u5c06CPU\u3001GPU\u3001\u5185\u5b58\u3001\u6e29\u5ea6\u7b49\u6838\u5fc3\u7cfb\u7edf\u6307\u6807\u5b9e\u65f6\u663e\u793a\u5728Mac\u83dc\u5355\u680f\u7684\u76d1\u63a7\u5de5\u5177\uff0c\u4e3a\u9700\u8981\u968f\u65f6\u638c\u63e1\u7535\u8111\u8fd0\u884c\u72b6\u6001\uff08\u5982\u591a\u4efb\u52a1\u5904\u7406\u3001\u6027\u80fd\u8c03\u8bd5\uff09\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u514d\u53bb\u9891\u7e41\u6253\u5f00\u6d3b\u52a8\u76d1\u89c6\u5668\u7684\u4fbf\u6377\u89e3\u51b3\u65b9\u6848\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/389cd172-1936-4565-913f-14d3c1e38d8c.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/PQcmloA2s08?si=dPt0zUufjP8j9Vxe\"><source src=\"https:\/\/youtu.be\/PQcmloA2s08?si=dPt0zUufjP8j9Vxe\" 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\/2fa56ca6-a8f0-41f9-a70f-2000c263a116.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1c3367b-1a43-4010-8b4b-c57e1f661956.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6df08d57-b63f-456b-bb3f-4e602450afa4.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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7cfb\u7edf\u76d1\u63a7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Mac\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u786c\u4ef6\u72b6\u6001\u76d1\u6d4b<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6570\u636e<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u6e90\u4e8e\u4e2a\u4eba\u9700\u6c42\uff0c\u65e8\u5728\u6253\u9020\u4e00\u6b3e\u7c7b\u4f3cMSI Afterburner\u7684Mac\u7248\u7b80\u6613\u7cfb\u7edf\u76d1\u89c6\u5668\uff0c\u5e38\u9a7b\u83dc\u5355\u680f\u4ee5\u65b9\u4fbf\u968f\u65f6\u67e5\u770b\u5185\u5b58\u7b49\u4f7f\u7528\u60c5\u51b5\uff0c\u7279\u522b\u662f\u5e94\u5bf9\u6d4f\u89c8\u5668\u591a\u6807\u7b7e\u9875\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 StatusStats\u5207\u5165\u7684\u662f\u4e00\u4e2a\u7ecf\u5178\u4e14\u7ec6\u5206\u7684\u9700\u6c42\u5e02\u573a\uff1a\u7cfb\u7edf\u72b6\u6001\u5b9e\u65f6\u53ef\u89c6\u5316\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u5728\u4e8e\u6781\u81f4\u7684\u573a\u666f\u5316\u6574\u5408\u4e0e\u4ea4\u4e92\u7b80\u5316\u3002\u5b83\u5c06\u4e13\u4e1a\u7528\u6237\u9700\u901a\u8fc7\u201c\u6d3b\u52a8\u76d1\u89c6\u5668\u201d\u591a\u6b21\u70b9\u51fb\u624d\u80fd\u83b7\u53d6\u7684\u5206\u6563\u6570\u636e\uff0c\u538b\u7f29\u4e3a\u83dc\u5355\u680f\u7684\u201c\u4e00\u77a5\u201d\u548c\u201c\u4e00\u70b9\u201d\uff0c\u5b9e\u73b0\u4e86\u4ece\u201c\u4e3b\u52a8\u67e5\u8be2\u201d\u5230\u201c\u88ab\u52a8\u611f\u77e5\u201d\u7684\u65e0\u7f1d\u8f6c\u6362\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4ea4\u4e92\u903b\u8f91\u7684\u964d\u7ef4\u6253\u51fb\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\u529f\u80fd\u4e0a\u5b83\u662f\u5bf9\u7cfb\u7edf\u539f\u751f\u80fd\u529b\u7684\u6d45\u5c42\u5c01\u88c5\u4e0e\u754c\u9762\u4f18\u5316\uff0c\u6280\u672f\u58c1\u5792\u6709\u9650\uff0c\u6613\u88ab\u6a21\u4eff\u3002\u5176\u6b21\uff0c\u76ee\u6807\u7528\u6237\u753b\u50cf\u72ed\u7a84\uff1a\u666e\u901a\u7528\u6237\u5bf9\u5b9e\u65f6\u786c\u4ef6\u6570\u636e\u65e0\u611f\uff1b\u4e13\u4e1a\u5f00\u53d1\u8005\u6216\u6027\u80fd\u6781\u5ba2\u5df2\u6709\u66f4\u5f3a\u5927\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff08\u5982htop\u3001nvitop\uff09\u6216\u96c6\u6210\u5f00\u53d1\u73af\u5883\u63d2\u4ef6\u3002\u5176\u771f\u6b63\u7684\u751f\u5b58\u7a7a\u95f4\uff0c\u6216\u8bb8\u5728\u4e8e\u90a3\u4e9b\u201c\u4e2d\u95f4\u7528\u6237\u201d\u2014\u2014\u6bd4\u5982\u540c\u65f6\u5904\u7406\u591a\u9879\u4efb\u52a1\u7684\u5185\u5bb9\u521b\u4f5c\u8005\u3001\u8f7b\u5ea6\u7f16\u7a0b\u7231\u597d\u8005\uff0c\u4ed6\u4eec\u9700\u8981\u8d85\u51fa\u7cfb\u7edf\u9ed8\u8ba4\u3001\u4f46\u53c8\u65e0\u9700\u547d\u4ee4\u884c\u6df1\u5ea6\u7684\u53ef\u89c6\u5316\u4fdd\u969c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5f00\u53d1\u8005\u8bc4\u8bba\u4e2d\u201c\u4e3a\u4e50\u8da3\u800c\u6784\u5efa\u201d\u7684\u8868\u8ff0\uff0c\u4e5f\u80fd\u7aa5\u89c1\u5176\u4ea7\u54c1\u73b0\u9636\u6bb5\u201c\u73a9\u5177\u201d\u5c5e\u6027\u5f3a\u4e8e\u201c\u5de5\u5177\u201d\u5c5e\u6027\u3002\u8981\u7a81\u7834\u74f6\u9888\uff0c\u5b83\u4e0d\u80fd\u6b62\u6b65\u4e8e\u6570\u636e\u7f57\u5217\u3002\u672a\u6765\u7684\u65b9\u5411\u5e94\u662f\u667a\u80fd\u5316\uff1a\u4f8b\u5982\uff0c\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u5185\u5b58\u8017\u5c3d\u98ce\u9669\u5e76\u9884\u8b66\uff1b\u6216\u5173\u8054\u7279\u5b9a\u5e94\u7528\uff08\u5982Chrome\u6807\u7b7e\u9875\u6570\u91cf\uff09\uff0c\u7ed9\u51fa\u201c\u54ea\u4e9b\u5177\u4f53\u8fdb\u7a0b\u6b63\u5728\u6d88\u8017\u8d44\u6e90\u201d\u7684 actionable insights\uff1b\u751a\u81f3\u4e0e\u81ea\u52a8\u5316\u6d41\u7a0b\u7ed3\u5408\uff0c\u5728\u6e29\u5ea6\u8fc7\u9ad8\u65f6\u81ea\u52a8\u8c03\u8282\u98ce\u6247\u7b56\u7565\u3002\u552f\u6709\u4ece\u201c\u4eea\u8868\u76d8\u201d\u8fdb\u5316\u4e3a\u201c\u667a\u80fd\u526f\u9a7e\u201d\uff0c\u624d\u80fd\u6784\u5efa\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u75db\u70b9\u7684\u4f18\u96c5\u65b9\u6848\uff0c\u4f46\u5c1a\u672a\u89e6\u53ca\u7cfb\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u6df1\u5c42\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\">StatusStats<\/span>\n <\/div>\n<div class=\"comment-content\">CPU, GPU, memory, thermals, fans, network, power, storage, and battery always visible in your Mac menu bar. A compact strip sits near the notch showing everything at a glance. Click to expand for detailed metrics.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi, I’m Van! I built StatusStats because I wanted a simple system monitor that lives in the menu bar. Basically my Apple version of MSI Afterburner. Also, I just wanted to build something for fun. I always have Activity Monitor open to watch my memory usage since I have a crazy amount of tabs open sometimes, so I made this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/H5Z77T4MYC4QF2\" class=\"app-title\">PawseKeys<\/a><\/p>\n<div class=\"one-liner\">Shield your keyboard from kids and pets<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">80<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3aMac\u8bbe\u8ba1\u7684\u952e\u76d8\u9501\u5b9a\u5de5\u5177\uff0c\u901a\u8fc7\u4e00\u952e\u5c4f\u853d\u6216Apple Watch\u8fdc\u7a0b\u63a7\u5236\uff0c\u89e3\u51b3\u5728\u5bb6\u529e\u516c\u65f6\u5ba0\u7269\u6216\u5b69\u7ae5\u8bef\u89e6\u952e\u76d8\u5bfc\u81f4\u5de5\u4f5c\u6df7\u4e71\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc373294-e0d0-4dca-bdf0-b65ec6e96818.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d2fa3ab-deb9-49d4-8678-2cabbcb6c343.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a977a32e-2d4e-4c5d-b820-784f20cf5684.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0aebec40-49c8-4e56-9989-d536b0292f25.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/685e1108-f0aa-49fd-9996-afde9cb91621.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/993270a4-51ff-4c0f-ae7d-e3af9a2a0ec5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b00ad6ff-6680-4875-829a-3913fd5e651b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cd8f7f29-e721-468b-8870-48a0998e526b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10e61350-9aac-4689-b9a3-e1d6026fb301.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/94d3ded0-ea55-4501-963a-5d03ba800b88.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/a9e080de210845609e4f8db5580531f3\"><source src=\"https:\/\/www.loom.com\/share\/a9e080de210845609e4f8db5580531f3\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Mac\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u9501\u5b9a<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u5ba0\u7269\u9632\u62a4<\/span><br \/>\n <span class=\"tag\">\u5bb6\u957f\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5c45\u5bb6\u529e\u516c<\/span><br \/>\n <span class=\"tag\">Apple Watch\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6e05\u6d01\u6a21\u5f0f<\/span><br \/>\n <span class=\"tag\">\u7126\u70b9\u4fdd\u62a4<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u5ba0\u7269\/\u5b69\u7ae5\u8bef\u89e6\u952e\u76d8\u7684\u5b9e\u9645\u75db\u70b9\uff0c\u5e76\u5206\u4eab\u7c7b\u4f3c\u56f0\u6270\u3002\u4e3b\u8981\u8ba8\u8bba\u70b9\u5728\u4e8e\u4e0e\u7cfb\u7edf\u7761\u7720\u529f\u80fd\u7684\u5dee\u5f02\uff0c\u5f00\u53d1\u8005\u89e3\u91ca\u5176\u5141\u8bb8\u7cfb\u7edf\u4fdd\u6301\u5de5\u4f5c\u72b6\u6001\u7684\u540c\u65f6\u9501\u5b9a\u8f93\u5165\u8bbe\u5907\u7684\u72ec\u7279\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n PawseKeys\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u5374\u771f\u5b9e\u5b58\u5728\u7684\u201c\u5bb6\u5ead\u529e\u516c\u5ba4\u201d\u573a\u666f\u75db\u70b9\uff0c\u5176\u4ea7\u54c1\u5b9a\u4f4d\u4f53\u73b0\u4e86\u5bf9\u6df7\u5408\u529e\u516c\u6a21\u5f0f\u4e0b\u73af\u5883\u6df7\u6c8c\u6027\u7684\u6df1\u523b\u6d1e\u5bdf\u3002\u4ece\u529f\u80fd\u4e0a\u770b\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u98a0\u8986\uff08\u952e\u76d8\u9501\u5b9a\u672c\u8eab\u6280\u672f\u95e8\u69db\u4e0d\u9ad8\uff09\uff0c\u800c\u5728\u4e8e\u573a\u666f\u5316\u7684\u529f\u80fd\u6574\u5408\u4e0e\u6781\u81f4\u7684\u7528\u6237\u4f53\u9a8c\u8bbe\u8ba1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u950b\u8292\u5728\u4e8e\u5176\u201cApple Watch\u8fdc\u7a0b\u63a7\u5236\u201d\u7684\u5356\u70b9\u3002\u8fd9\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u5ef6\u4f38\uff0c\u800c\u662f\u4e00\u6b21\u5de7\u5999\u7684\u573a\u666f\u62d3\u5c55\u548c\u4f53\u9a8c\u5347\u7ef4\u3002\u5b83\u5c06\u4e00\u4e2a\u88ab\u52a8\u7684\u201c\u9632\u62a4\u5de5\u5177\u201d\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u4e3b\u52a8\u7684\u201c\u63a7\u5236\u4e2d\u5fc3\u201d\uff0c\u7528\u6237\u4ece\u201c\u5306\u5fd9\u8dd1\u56de\u7535\u8111\u524d\u201d\u8f6c\u53d8\u4e3a\u201c\u4ece\u5bb9\u62ac\u8155\u89e3\u9501\u201d\uff0c\u8fd9\u7ec6\u5fae\u7684\u5dee\u5f02\u6070\u6070\u5b9a\u4e49\u4e86\u4e13\u4e1a\u5de5\u5177\u4e0e\u4f18\u96c5\u89e3\u51b3\u65b9\u6848\u7684\u754c\u9650\u3002\u5f00\u53d1\u8005\u5bf9\u201c\u6e05\u6d01\u6a21\u5f0f\u201d\u7684\u5f3a\u8c03\uff0c\u4e5f\u5c55\u73b0\u4e86\u5176\u5bf9\u7528\u6237\u65e5\u5e38\u7ec6\u5fae\u6469\u64e6\u70b9\u7684\u6355\u6349\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u957f\u671f\u4ef7\u503c\u5b58\u7591\u3002\u4f5c\u4e3a\u4e00\u6b3e\u89e3\u51b3\u5355\u4e00\u3001\u4f4e\u9891\u75db\u70b9\u7684\u5de5\u5177\uff0c\u5176\u7528\u6237\u7c98\u6027\u548c\u4ed8\u8d39\u8f6c\u5316\u5929\u82b1\u677f\u660e\u663e\u3002\u5c3d\u7ba1\u76ee\u524d\u901a\u8fc7\u201cPro\u7248\u672c\u201d\u548cWatch\u529f\u80fd\u4f5c\u4e3a\u589e\u503c\u70b9\uff0c\u4f46\u8be5\u9700\u6c42\u5f88\u53ef\u80fd\u88ab\u64cd\u4f5c\u7cfb\u7edf\u539f\u751f\u529f\u80fd\u7684\u8fed\u4ee3\u6240\u8986\u76d6\uff08\u5982macOS\u589e\u5f3a\u7684\u4e13\u6ce8\u6a21\u5f0f\u6216\u786c\u4ef6\u9501\uff09\u3002\u7528\u6237\u7684\u79ef\u6781\u53cd\u9988\u591a\u6e90\u4e8e\u60c5\u611f\u5171\u9e23\uff08\u5ba0\u7269\u8da3\u4e8b\uff09\uff0c\u800c\u975e\u5f3a\u70c8\u7684\u529f\u80fd\u4f9d\u8d56\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u5176\u505c\u7559\u5728\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u5c42\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cPawseKeys\u662f\u4e00\u6b21\u51fa\u8272\u7684\u5fae\u89c2\u521b\u65b0\u793a\u8303\uff0c\u8bc1\u660e\u4e86\u5728\u6210\u719f\u751f\u6001\u4e2d\uff0c\u901a\u8fc7\u6df1\u5ea6\u573a\u666f\u6316\u6398\u548c\u4f53\u9a8c\u4f18\u5316\uff0c\u4f9d\u7136\u80fd\u521b\u9020\u4ee4\u4eba\u773c\u524d\u4e00\u4eae\u7684\u4ea7\u54c1\u3002\u4f46\u5176\u9762\u4e34\u7684\u6311\u6218\u662f\u5982\u4f55\u4ece\u201c\u503c\u5f97\u62e5\u6709\u201d\u7684\u60ca\u559c\u611f\uff0c\u8f6c\u53d8\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\u7684\u5de5\u4f5c\u6d41\u7ec4\u4ef6\uff0c\u5426\u5219\u6050\u96be\u9003\u6619\u82b1\u4e00\u73b0\u7684\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\">PawseKeys<\/span>\n <\/div>\n<div class=\"comment-content\">Home-office is great until a cat, dog, or toddler “helps” you type. PawseKeys is the ultimate shield for your Mac productivity. While it\u2019s a powerful standalone locker, we\u2019re adding a world-first factor: remote control via Apple Watch. The Watch companion app is currently in final review and will be released as a free update this week! Lock or unlock your Mac keyboard directly from your wrist. Perfect for stepping away from your desk or cleaning your setup. \u231a\u2728<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt! \ud83d\ude80<\/p>\n<\/p>\n<p>I\u2019m Pablo, a Full Stack Developer based in Lisbon \ud83c\uddf5\ud83c\uddf9. After 14+ years building systems for companies like <strong>BMW and Ericsson<\/strong>, I decided to build something for a very specific (and chaotic) workplace: the <strong>Home Office<\/strong>.<\/p>\n<\/p>\n<p>We\u2019ve all been there: you step away for a coffee, and your cat, dog, or toddler decides to “refactor” your code or send a cryptic Slack message to your boss. \ud83d\udc3e\ud83d\udc76<\/p>\n<\/p>\n<p>I built <strong>PawseKeys<\/strong> to be the ultimate shield for your Mac. It\u2019s a powerful standalone keyboard locker, but I wanted to add a bit of magic.<\/p>\n<\/p>\n<p>\u2728 <strong>The Watch Remote:<\/strong> We are likely the first to sync macOS with the Apple Watch for this! <em>Note: The Watch companion app is in the final stage of Apple\u2019s review and will be available as a <\/em><strong><em>free Pro update<\/em><\/strong><em> in just a few days! Grab Pro today to be ready the second it drops.<\/em><\/p>\n<\/p>\n<p><strong>Key Features:<\/strong><\/p>\n<ul>\n<li>\n<p>\ud83d\udd12 <strong>Solid Locking:<\/strong> Block all inputs instantly with one click.<\/p>\n<\/li>\n<li>\n<p>\u231a <strong>Watch Remote:<\/strong> (Coming this week!) The “Wow Factor” \u2014 control your Mac from your wrist.<\/p>\n<\/li>\n<li>\n<p>\ud83e\uddfc <strong>Cleaning Mode:<\/strong> Wipe down your keys without triggering 50 random shortcuts.<\/p>\n<\/li>\n<li>\n<p>\ud83c\udfe0 <strong>Home-Office Ready:<\/strong> Designed for parents, pet owners, and focus-seekers.<\/p>\n<\/li>\n<\/ul>\n<p>\ud83c\udf81 <strong>PH SPECIAL:<\/strong> Use code <strong>PHPAWSE20<\/strong> for 20% off the Pro version via Lemon Squeezy!<\/p>\n<p>I\u2019d love to hear your feedback. <strong>What\u2019s the craziest thing your pet (or kid) has ever typed?<\/strong> Let me know below! \ud83d\udc47<\/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 remember once I kept my mac open like this and my cat came and sat on the keyboard as it was bit warmer, which led to some weird messages in Teams\ud83d\ude13, I wish I had closed the lid or had this app installed, Great work man thanks!<\/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\/@nayan_surya98\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nayan_surya98<\/a> Oh man, I totally feel you! It’s a classic pet owner struggle, right? \ud83d\ude02 I have a puppy who’s just learning how to jump, and her favorite landing spot is always my mechanical keyboard.<\/p>\n<p>Beyond the ‘pet chaos’, I also struggled to find a tool that actually blocked <em>everything<\/em>, most apps out there don’t block special keys like Power, Media, or Volume, which made cleaning the keyboard a nightmare. That\u2019s exactly why I built this! Thanks so much for the support! \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>Coming from someone with a very pesky cat, I thank you for making this!<\/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\">@daniildoesbiz To be honest, Daniil, I\u2019m actually a dog person! \ud83d\udc36 But the problem is exactly the same: one excited paw and suddenly my Slack looks like a secret code. I built this to survive my dogs, but I’m thrilled to see it\u2019s a lifesaver for the ‘pesky cat’ community too! Haha<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a wonderful idea! It actually reminds me of something that happened to me. One day my dog had the zoomies, ran over my keyboard, and completely messed up everything I had already done \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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@isabele_requelme Oh, the legendary dog zoomies! It\u2019s all fun and games until they hit the ‘Delete’ key or send a half-finished email. That\u2019s exactly why I built this, to let our pets be themselves without us losing our sanity (and our work). Hope PawseKeys keeps your keyboard safe from the next sprint!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 Pablo. One question, how is this better than just making my mac sleep with a shortcut?<\/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\/@julien_wolfensberger\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julien_wolfensberger<\/a> Good point! Sleep is great for security, but <strong>PawseKeys<\/strong> is for <strong>active work.<\/strong> <\/p>\n<p>Think of it like this: If you’re in the middle of a long download or a code compile, you can’t “Sleep” the Mac. PawseKeys lets the Mac stay “awake” and working, while making the keyboard\/trackpad “pet-proof.”<\/p>\n<p>Plus, it\u2019s a lot easier to wipe your keys clean in “Cleaning Mode” than trying to do it while the lock screen is flickering! \ud83e\uddfc\u2328\ufe0f Don’t 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>My 8-month-old chaotic cocker spaniel magically learned how to climb my work desk. While it’s cute to see, I work with Slack all the time, so…<br \/>This is such a great idea, simple enough to make me like it and 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\/@tamilietti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tamilietti<\/a> Haha, oh the life with a 8-month-old Cocker \ud83d\udc36 They really are ‘chaos agents’. I built PawseKeys exactly for these ‘magic’ moments where pets (or kids) decide to join the meeting uninvited. Glad it can help you keep your Slack safe from your furry coworker. Thanks for the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/HDI32GX2B6RAW4\" class=\"app-title\">Gauntlet<\/a><\/p>\n<div class=\"one-liner\">Bet your friends on Strava challenges and losers pay in USDC<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">80<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eStrava\u8fd0\u52a8\u6570\u636e\u7684\u94fe\u4e0a\u5bf9\u8d4c\u5e94\u7528\uff0c\u901a\u8fc7\u8ba9\u7528\u6237\u4e0e\u670b\u53cb\u7528USDC\u62bc\u6ce8\u5065\u8eab\u6311\u6218\u7ed3\u679c\uff0c\u89e3\u51b3\u4e86\u53e3\u5934\u8d4c\u7ea6\u65e0\u4eba\u8ffd\u8e2a\u3001\u96be\u4ee5\u6267\u884c\u7684\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u81ea\u52a8\u9a8c\u8bc1\u4e0e\u7ed3\u7b97\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/be55f0e3-8116-4595-a7b8-7e4642c83206.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc037a1a-bc31-420a-a4b1-6c15c3bb5279.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/16efcc62-27aa-4fb3-930f-9a45e3720048.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5f5f7d55-ebc7-4bd6-81f1-cc2be7dd9fbe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f17ed23-afc4-42ae-ad73-1cf21c1c967a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10536aa2-9598-486a-8990-df97f55a7f7b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Web3<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u8eab\u6fc0\u52b1<\/span><br \/>\n <span class=\"tag\">Web3\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5bf9\u8d4c<\/span><br \/>\n <span class=\"tag\">\u94fe\u4e0a\u7ed3\u7b97<\/span><br \/>\n <span class=\"tag\">Strava\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u7ecf\u6d4e\u5b66<\/span><br \/>\n <span class=\"tag\">\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d<\/span><br \/>\n <span class=\"tag\">\u8fd0\u52a8\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u635f\u5931\u538c\u6076<\/span><br \/>\n <span class=\"tag\">Base\u94fe<\/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\u5229\u7528\u201c\u635f\u5931\u538c\u6076\u201d\u5fc3\u7406\u6fc0\u52b1\u5065\u8eab\u7684\u6838\u5fc3\u903b\u8f91\uff0c\u8ba4\u4e3a\u521b\u610f\u5de7\u5999\u4e14\u81ea\u52a8\u5316\u6d41\u7a0b\u7b80\u6d01\u3002\u6709\u540c\u884c\u63d0\u51fa\u5408\u4f5c\u610f\u5411\uff0c\u5efa\u8bae\u6269\u5c55\u6392\u884c\u699c\u3001\u56e2\u961f\u6311\u6218\u7b49\u66f4\u4e30\u5bcc\u7684\u6e38\u620f\u5316\u53c2\u4e0e\u5c42\u3002\u90e8\u5206\u7528\u6237\u8868\u8fbe\u4e86\u5f3a\u70c8\u7684\u4f7f\u7528\u610f\u613f\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 Gauntlet\u7684\u672c\u8d28\uff0c\u662f\u5c06\u884c\u4e3a\u7ecf\u6d4e\u5b66\u4e2d\u7684\u201c\u635f\u5931\u538c\u6076\u201d\u7406\u8bba\uff0c\u4e0e\u533a\u5757\u94fe\u7684\u4e0d\u53ef\u7be1\u6539\u3001\u81ea\u52a8\u6267\u884c\u7279\u6027\u8fdb\u884c\u4e86\u7cbe\u51c6\u7f1d\u5408\uff0c\u521b\u9020\u4e86\u4e00\u4e2a\u9ad8\u5f3a\u5ea6\u7684\u5916\u90e8\u6fc0\u52b1\u573a\u666f\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u590d\u6742\u7684\u5065\u8eab\u5185\u5bb9\u751f\u4ea7\uff0c\u8f6c\u800c\u5145\u5f53\u201c\u8d4c\u7ea6\u4e2d\u95f4\u4ef6\u201d\uff0c\u5229\u7528\u6210\u719f\u7684Strava\u6570\u636e\u5c42\u548cBase\u94fe\u7684\u652f\u4ed8\u5c42\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u6781\u7b80\u7684\u201c\u5c65\u7ea6\u5373\u7ed3\u7b97\u201d\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u521b\u9020\u4e86\u65b0\u7684\u5065\u8eab\u9700\u6c42\uff0c\u800c\u662f\u4e3a\u5b58\u91cf\u8fd0\u52a8\u7231\u597d\u8005\uff08\u5c24\u5176\u662fStrava\u7528\u6237\uff09\u7684\u5df2\u6709\u6d3b\u52a8\uff0c\u6ce8\u5165\u4e86\u5f3a\u70c8\u7684\u91d1\u878d\u548c\u793e\u4ea4\u535a\u5f08\u5c5e\u6027\u3002\u5341\u7f8e\u5143\u7684\u8d4c\u6ce8\u5c31\u80fd\u6539\u53d8\u4e00\u6b21\u8dd1\u6b65\u7684\u4e25\u8083\u7a0b\u5ea6\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u4f20\u7edf\u5065\u8eabApp\u201c\u5fbd\u7ae0\u201d\u3001\u201c\u6392\u884c\u699c\u201d\u7b49\u865a\u62df\u6fc0\u52b1\u4f53\u7cfb\u7684\u75b2\u8f6f\u3002Gauntlet\u5c06\u865a\u62df\u8363\u8a89\u53d8\u6210\u4e86\u771f\u91d1\u767d\u94f6\u7684\u5f97\u5931\uff0c\u52a8\u673a\u5f3a\u5ea6\u4e0d\u5728\u4e00\u4e2a\u91cf\u7ea7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\uff1a\u6838\u5fc3\u573a\u666f\u5355\u4e00\uff0c\u4e25\u91cd\u4f9d\u8d56Strava\u4e14\u7528\u6237\u7fa4\u9ad8\u5ea6\u91cd\u53e0\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u529f\u80fd\u800c\u975e\u5e73\u53f0\u3002\u8bc4\u8bba\u4e2d\u540c\u884c\u63d0\u5230\u7684\u6269\u5c55\u6e38\u620f\u5316\u5c42\u6b21\uff0c\u6b63\u662f\u5176\u7834\u5c40\u7684\u5173\u952e\u3002\u82e5\u505c\u7559\u5728\u4e24\u4e24\u5bf9\u8d4c\uff0c\u6613\u6ca6\u4e3a\u5c0f\u4f17\u73a9\u7269\u3002\u82e5\u8981\u6269\u5f20\uff0c\u5219\u9700\u5728\u5408\u89c4\uff08\u6d89\u53ca\u771f\u5b9e\u8d27\u5e01\u8d4c\u6ce8\uff09\u3001\u98ce\u63a7\uff08\u9632\u6b62\u4f5c\u5f0a\uff09\u548c\u4ea7\u54c1\u8bbe\u8ba1\uff08\u5e73\u8861\u8d4c\u535a\u6027\u4e0e\u5065\u5eb7\u6fc0\u52b1\uff09\u4e0a\u6295\u5165\u5de8\u5927\u7cbe\u529b\u3002\u5b83\u662f\u4e00\u6b21\u7cbe\u5f69\u7684MVP\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u4e86\u201c\u91d1\u94b1\u8d4c\u6ce8+\u6570\u636e\u9a8c\u8bc1\u201d\u6a21\u5f0f\u7684\u53ef\u884c\u6027\uff0c\u4f46\u80fd\u5426\u4ece\u7cbe\u5de7\u7684\u201c\u5916\u79d1\u624b\u672f\u5200\u201d\u6210\u957f\u4e3a\u66f4\u5177\u89c4\u6a21\u7684\u5de5\u5177\uff0c\u8003\u9a8c\u7684\u662f\u56e2\u961f\u5728\u91d1\u878d\u3001\u793e\u4ea4\u4e0e\u6e38\u620f\u5316\u4ea4\u53c9\u5730\u5e26\u7684\u6df1\u5c42\u6784\u5efa\u80fd\u529b\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\">Gauntlet<\/span>\n <\/div>\n<div class=\"comment-content\">Stake real money on fitness challenges. Complete activities on Strava. Winners take the pot.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I’m Gareth, the maker of Gauntlet.<\/p>\n<p>The idea came from a simple frustration: fitness accountability is broken. I’ve made verbal bets with friends a dozen times \u2014 “loser buys dinner if I don’t hit 50km this week” \u2014 and they never actually happen. Nobody tracks it, nobody pays up.<\/p>\n<p>Gauntlet makes those bets real. Connect Strava, pick a challenge (run\/cycle\/swim), set the distance, stake some USDC, and your friend accepts. Strava data auto-verifies the result. Winner gets paid on-chain. No manual settlement, no “I forgot”, no awkward chasing.<\/p>\n<p>The tech: on-chain USDC on Base, Strava webhooks for automated verification, non-custodial so we never hold your money. The whole payout flow runs on-chain \u2014 we just trigger it.<\/p>\n<p>I’ve been running it for a few months. The behavioral effect is real \u2014 even a $10 stake changes how seriously you take a run. Loss aversion is a more powerful motivator than any fitness app streak.<\/p>\n<p>It’s free to join. You only put money in when you enter a challenge.<\/p>\n<p>Happy to answer any questions \u2014 ask me anything about the tech, the design decisions, or what’s coming next. And if you try it, I’d love feedback.<\/p>\n<p>gauntlet.bet<\/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\/@garrethedwards\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrethedwards<\/a>, congrats on the launch!<\/p>\n<p>I love the thesis. Loss aversion as a fitness motivator is underexplored and powerful. The Strava plus on-chain settlement loop is very clean.<\/p>\n<p>We built something in a similar space: <a href=\"http:\/\/sportti.app\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>sportti.app<\/strong><\/a> \u2014 a gamification and wellness platform that went deep into behavioral mechanics. We used the Octalysis framework, streak systems, team challenges, and push engagement loops. We ended up pivoting the business, but the tech stack and all the learnings are fully built out.<\/p>\n<p>If you are looking to scale the engagement layer of Gauntlet beyond binary bets \u2014 think leaderboards, team dynamics, progressive challenge systems, a notifications engine, analytics dashboards \u2014 we have production-ready infrastructure and real domain expertise in fitness plus gamification.<\/p>\n<p>We are Trazo (<a href=\"http:\/\/trazo.pro\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">trazo.pro<\/a>), a software studio in Mexico. We specialize in custom development and AI-powered automation. We have shipped complex products from zero to production for startups and growth-stage companies across Latin America and the US.<\/p>\n<p>I would love to chat if you are thinking about what comes after the core bet mechanic. Happy to share what worked and what did not work from our side.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@garrethedwards\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrethedwards<\/a> Definitely going to give this a shot, cool idea!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/gauntlet-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"gauntlet-2\" target=\"_blank\" rel=\"noopener\">@Gauntlet<\/a> <a href=\"https:\/\/www.producthunt.com\/@garrethedwards\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"garrethedwards\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrethedwards<\/a> This is genius! Ill be using this daily. Might as well make some money out of the ultra training and cycling I do. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hahaha I love this. It would also turn me into an absolute monster.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@garethmdowns\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garethmdowns<\/a> yea yea yea me too lol<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 would finally make me commit to run daily xD<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/HV5MJFRP7XGAUD\" class=\"app-title\">Zoho Projects Infinity.ai<\/a><\/p>\n<div class=\"one-liner\">Your projects. Your way. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">78<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Zoho Projects Infinity.ai \u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u7075\u6d3b\u9879\u76ee\u7ba1\u7406\u5e73\u53f0\uff0c\u901a\u8fc7\u53ef\u5b9a\u5236\u6a21\u5757\u3001\u5ea6\u8eab\u6253\u9020\u7684\u62a5\u8868\u548c\u4eea\u8868\u76d8\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5de5\u5177\u6d41\u7a0b\u50f5\u5316\u3001\u65e0\u6cd5\u9002\u914d\u591a\u6837\u5316\u56e2\u961f\u5de5\u4f5c\u6d41\u548c\u5229\u76ca\u76f8\u5173\u8005\u89c6\u89d2\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/0a23c588-2288-45ac-a7c3-cd368279ffa3.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/WajvXLVGlcE\"><source src=\"https:\/\/youtu.be\/WajvXLVGlcE\" 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\/17cbcc42-2fa3-4611-b18d-eb031f69bf70.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ab4ef648-ab08-438a-8135-5207ddfde022.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/60e01e0c-53f1-4407-8b68-f5cebb6e8b69.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7b463cef-6900-4226-ba3b-34ef0d11f41f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u9879\u76ee\u7ba1\u7406\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">AI\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u62a5\u8868<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u4eea\u8868\u76d8<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8bc4\u8bba\u6570\u91cf\u6781\u5c11\uff0c\u4e3b\u8981\u5173\u6ce8\u4ea7\u54c1\u5b9a\u4f4d\u3002\u552f\u4e00\u6709\u6548\u63d0\u95ee\u662f\u8be2\u95ee\u5176\u9002\u7528\u4e8e\u4e2d\u5c0f\u4f01\u4e1a\u8fd8\u662f\u5927\u578b\u4f01\u4e1a\uff0c\u5b98\u65b9\u56de\u590d\u79f0\u5176\u9002\u7528\u4e8e\u201c\u4efb\u4f55\u884c\u4e1a\u3001\u4efb\u4f55\u89c4\u6a21\u7684\u4f01\u4e1a\u201d\uff0c\u4ece\u521d\u521b\u516c\u53f8\u5230\u5927\u578b\u96c6\u56e2\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 Zoho Projects Infinity.ai \u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u9769\u547d\u6027\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662fZoho\u5bf9\u5176\u73b0\u6709\u751f\u6001\u7684\u4e00\u6b21\u201cAI\u5316\u201d\u5305\u88c5\u4e0e\u7075\u6d3b\u6027\u5347\u7ea7\u3002\u5176\u6807\u699c\u7684\u201c\u53cd\u50f5\u5316\u201d\u6838\u5fc3\uff0c\u5b9e\u5219\u662f\u5c06\u9ad8\u7aef\u5b9a\u5236\u5316\u80fd\u529b\u4e0b\u6c89\uff0c\u8fd9\u76f4\u51fb\u4e86\u4e3b\u6d41\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u5728\u9002\u914d\u975e\u6807\u4e1a\u52a1\u6d41\u7a0b\u65f6\u7684\u8f6f\u808b\uff0c\u662f\u660e\u667a\u7684\u5dee\u5f02\u5316\u8def\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201cAI-powered task summaries, smart task suggestions\u201d\u7b49\u8868\u8ff0\uff0c\u5728\u5f53\u4e0bAI\u6cdb\u6ee5\u7684\u8bed\u5883\u4e0b\u5df2\u663e\u9648\u65e7\uff0c\u7f3a\u4e4f\u5177\u8c61\u7684\u3001\u98a0\u8986\u6027\u7684\u529f\u80fd\u63cf\u8ff0\uff0c\u5bb9\u6613\u88ab\u89c6\u4e3a\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u7684\u6807\u914d\u529f\u80fd\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5185\u6838\uff0c\u53ef\u80fd\u5728\u4e8e\u201ccustom modules\u201d\u548c\u201cdashboards tailored for every stakeholder\u201d\u6240\u4f53\u73b0\u7684\u914d\u7f6e\u81ea\u7531\u5ea6\uff0c\u8fd9\u80fd\u5207\u5b9e\u964d\u4f4e\u5927\u578b\u7ec4\u7ec7\u6216\u590d\u6742\u9879\u76ee\u7684\u6d41\u7a0b\u6469\u64e6\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u53cd\u9988\u770b\uff0c\u6781\u4f4e\u7684\u6295\u7968\u4e0e\u8bc4\u8bba\u70ed\u5ea6\uff0c\u63ed\u793a\u4e86\u5176\u5728Product Hunt\u8fd9\u7c7b\u4ee5\u72ec\u7acb\u4ea7\u54c1\u548c\u521b\u65b0\u6027\u89c1\u957f\u7684\u5e73\u53f0\u4e0a\u5438\u5f15\u529b\u4e0d\u8db3\u3002\u8fd9\u4fa7\u9762\u5370\u8bc1\u4e86\u5b83\u5e76\u975e\u9762\u5411\u6781\u5ba2\u6216\u521d\u521b\u516c\u53f8\u7684\u654f\u6377\u5de5\u5177\uff0c\u800c\u662fZoho\u5de9\u56fa\u5176\u4f01\u4e1a\u5ba2\u6237\u57fa\u672c\u76d8\u7684\u6df1\u5ea6\u670d\u52a1\u3002\u5b98\u65b9\u5bf9\u9002\u7528\u8303\u56f4\u7684\u5bbd\u6cdb\u56de\u7b54\uff0c\u66f4\u50cf\u662f\u4e00\u79cd\u5e02\u573a\u8bf4\u8f9e\uff0c\u5176\u590d\u6742\u914d\u7f6e\u4e0eAI\u529f\u80fd\u6574\u5408\u7684\u7279\u6027\uff0c\u51b3\u5b9a\u4e86\u5176\u771f\u6b63\u7684\u4e3b\u6218\u573a\u548c\u6700\u5927\u4ef7\u503c\u5b9e\u73b0\u573a\u666f\uff0c\u4f9d\u7136\u662f\u5df2\u6709\u4e00\u5b9a\u6d41\u7a0b\u6c89\u6dc0\u7684\u4e2d\u5927\u578b\u4f01\u4e1a\u3002\u80fd\u5426\u5728\u5de8\u5934\u6797\u7acb\u7684\u8d5b\u9053\u4e2d\uff0c\u51ed\u501f\u201c\u7075\u6d3b\u201d\u4e0e\u201c\u751f\u6001\u201d\u5207\u4e0b\u53ef\u89c2\u4efd\u989d\uff0c\u4ecd\u9700\u89c2\u5bdf\u5176\u5b9e\u9645\u843d\u5730\u7684\u6613\u7528\u6027\u4e0e\u4ef7\u683c\u7ade\u4e89\u529b\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\">Zoho Projects Infinity.ai<\/span>\n <\/div>\n<div class=\"comment-content\">Most project management tools force teams into rigid structures. Zoho Projects Infinity changes that with custom modules that fit your workflows, reports built around your metrics, and dashboards tailored for every stakeholder. Add AI-powered task summaries, smart task suggestions, and Zia insights to catch bottlenecks before they slow you down.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats Naveen and Vijay. Who is it suitable for SMBs or enterprises? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Any industry any scale of Business, startups to SMBs to Enterprises can use Zoho Projects Infinity version.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/MUMQNPGYOOE2KL\" class=\"app-title\">Brieflee<\/a><\/p>\n<div class=\"one-liner\">Spell check for video – catch quality issues before you post<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">76<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Brieflee\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u77ed\u89c6\u9891\u5185\u5bb9\u8d28\u91cf\u81ea\u52a8\u5ba1\u6838\u5de5\u5177\uff0c\u5b83\u901a\u8fc7\u9884\u8bbe\u54c1\u724c\u6807\u51c6\uff0c\u5728\u53d1\u5e03\u524d\u81ea\u52a8\u68c0\u6d4b\u5e7f\u544a\u3001UGC\u548c\u7f51\u7ea2\u5185\u5bb9\u4e2d\u7684\u4ea7\u54c1\u53ef\u89c1\u6027\u3001\u94a9\u5b50\u65f6\u673a\u3001\u54c1\u724c\u5408\u89c4\u6027\u7b49\u95ee\u9898\uff0c\u89e3\u51b3\u4e86\u54c1\u724c\u65b9\u5728\u5185\u5bb9\u5ba1\u6838\u4e2d\u6548\u7387\u4f4e\u4e0b\u3001\u6210\u672c\u9ad8\u6602\u4e14\u6807\u51c6\u4e0d\u7edf\u4e00\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/384b32c8-d6f8-4907-ab02-a9270808e8e5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/33adaeb0-d882-443b-8398-b1f8ee0d0e18.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b1c83140-3590-4018-a2e7-7eb3c821b84b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aa7d7c1f-4805-4cde-9272-4302fbf38b43.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/114a1ed5-ad92-4d74-86f5-c7e0a53cb74c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ffd53e7d-c872-43f1-93ca-56388cb39cde.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\/277017b1-1fbf-4bbd-bc16-1c30e98816af.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=UngGC97r3HQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=UngGC97r3HQ\" 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\">Social media marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u5185\u5bb9\u5ba1\u6838<\/span><br \/>\n <span class=\"tag\">AI\u8d28\u68c0<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5408\u89c4<\/span><br \/>\n <span class=\"tag\">\u77ed\u89c6\u9891\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5e7f\u544a\u5ba1\u6838<\/span><br \/>\n <span class=\"tag\">UGC\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u8bed\u8a00\u652f\u6301\u8303\u56f4\u53ca\u201c\u8d28\u91cf\u6807\u51c6\u201d\u7684\u4e2a\u6027\u5316\u5b9a\u4e49\u80fd\u529b\u3002\u5b98\u65b9\u56de\u590d\u786e\u8ba4\u652f\u6301\u591a\u8bed\u8a00\u89c6\u89c9\u4e0e\u97f3\u9891\u5206\u6790\uff0c\u5e76\u5f3a\u8c03\u8d28\u91cf\u6807\u51c6\u53ef\u7531\u54c1\u724c\u6309\u9700\u81ea\u5b9a\u4e49\u548c\u5206\u5c42\u7ea7\u914d\u7f6e\uff0c\u4f53\u73b0\u4e86\u4ea7\u54c1\u7684\u7075\u6d3b\u6027\u4e0e\u9002\u5e94\u6027\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Brieflee\u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u51c6\u4e14\u65e5\u76ca\u68d8\u624b\u7684\u5e02\u573a\u7f1d\u9699\uff1a\u89c4\u6a21\u5316\u77ed\u89c6\u9891\u8425\u9500\u7684\u5185\u5bb9\u8d28\u91cf\u63a7\u5236\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u89c6\u9891\u8bed\u6cd5\u68c0\u67e5\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u539f\u672c\u4f9d\u8d56\u4eba\u773c\u548c\u7ecf\u9a8c\u3001\u6d41\u7a0b\u5197\u957f\u4e14\u4e3b\u89c2\u7684\u5ba1\u7247\u5de5\u4f5c\uff0c\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u3001\u53ef\u914d\u7f6e\u7684\u81ea\u52a8\u5316\u51b3\u7b56\u3002\u8fd9\u76f4\u63a5\u653b\u51fb\u4e86\u5f53\u524d\u54c1\u724c\u4e0e\u521b\u4f5c\u8005\/\u7f51\u7ea2\u5408\u4f5c\u4e2d\u7684\u4e24\u5927\u6210\u672c\u9ed1\u6d1e\uff1a\u4e3a\u4e0d\u7b26\u5408\u8981\u6c42\u7684\u7d20\u6750\u4ed8\u8d39\uff0c\u4ee5\u53ca\u9677\u5165\u65e0\u4f11\u6b62\u7684\u4fee\u6539\u5faa\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5e76\u5b58\u3002\u7b2c\u4e00\u5c42\u4ef7\u503c\u662f\u6548\u7387\u4e0e\u6210\u672c\uff0c\u8fd9\u662f\u5176\u6700\u76f4\u63a5\u7684\u5356\u70b9\u3002\u4f46\u66f4\u6df1\u5c42\u7684\u4ef7\u503c\u5728\u4e8e\u201c\u6807\u51c6\u6570\u5b57\u5316\u201d\u2014\u2014\u5b83\u8feb\u4f7f\u54c1\u724c\u5c06\u6a21\u7cca\u7684\u201c\u611f\u89c9\u4e0d\u9519\u201d\u8f6c\u5316\u4e3a\u201c\u524d2\u79d2\u51fa\u73b0\u94a9\u5b50\u201d\u3001\u201c\u4ea7\u54c1\u9732\u51fa\u4e0d\u5c11\u4e8e5\u79d2\u201d\u7b49\u53ef\u6267\u884c\u53c2\u6570\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u672c\u8eab\uff0c\u5c31\u662f\u5bf9\u54c1\u724c\u8425\u9500\u7b56\u7565\u4e00\u6b21\u6781\u5177\u4ef7\u503c\u7684\u68b3\u7406\u4e0e\u660e\u786e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u7280\u5229\u70b9\u5728\u4e8e\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u7531\u6b64\u663e\u73b0\u3002\u9996\u5148\uff0c\u201c\u8d28\u91cf\u201d\u7684\u7ef4\u5ea6\u80fd\u5426\u88ab\u5b8c\u5168\u53c2\u6570\u5316\uff1f\u521b\u610f\u4f5c\u54c1\u4e2d\u5fae\u5999\u7684\u6c1b\u56f4\u3001\u60c5\u611f\u5171\u9e23\uff0cAI\u5982\u4f55\u5224\u65ad\uff1f\u5176\u6b21\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u9632\u5fa1\u578b\u201d\u5de5\u5177\uff0c\u65e8\u5728\u89c4\u907f\u98ce\u9669\u4e0e\u6d6a\u8d39\uff0c\u800c\u975e\u6fc0\u53d1\u521b\u610f\u5353\u8d8a\u3002\u8fc7\u5ea6\u4f9d\u8d56\u53ef\u80fd\u5bfc\u81f4\u5185\u5bb9\u8d8b\u5411\u4fdd\u5b88\uff0c\u9677\u5165\u201c\u5408\u89c4\u4f46\u5e73\u5eb8\u201d\u7684\u9677\u9631\u3002\u6700\u540e\uff0c\u4f5c\u4e3a\u5e73\u53f0\uff0c\u5b83\u9700\u5728\u54c1\u724c\uff08\u63a7\u5236\u65b9\uff09\u4e0e\u521b\u4f5c\u8005\uff08\u88ab\u5ba1\u67e5\u65b9\uff09\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u82e5\u6807\u51c6\u8fc7\u4e8e\u4e25\u82db\u6216\u6c9f\u901a\u4e0d\u7545\uff0c\u5de5\u5177\u53ef\u80fd\u6210\u4e3a\u627c\u6740\u521b\u4f5c\u7075\u6d3b\u6027\u4e0e\u5408\u4f5c\u5173\u7cfb\u7684\u63a8\u624b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u56e0\u6b64\uff0cBrieflee\u7684\u771f\u6b63\u8003\u9a8c\u4e0d\u5728\u4e8e\u6280\u672f\u80fd\u5426\u201c\u770b\u5230\u201d\u4ea7\u54c1\uff0c\u800c\u5728\u4e8e\u5176\u7b97\u6cd5\u5b9a\u4e49\u7684\u201c\u8d28\u91cf\u6807\u51c6\u201d\u80fd\u5426\u8db3\u591f\u667a\u80fd\u4e0e\u5305\u5bb9\uff0c\u6210\u4e3a\u63d0\u5347\u6574\u4f53\u5185\u5bb9\u751f\u6001\u6548\u7387\u7684\u201c\u534f\u4f5c\u8005\u201d\uff0c\u800c\u975e\u51b0\u51b7\u751f\u786c\u7684\u201c\u5426\u51b3\u5668\u201d\u3002\u5b83\u7684\u6210\u529f\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u6807\u51c6\u5316\u4e0e\u521b\u610f\u81ea\u7531\u5ea6\u4e4b\u95f4\uff0c\u627e\u5230\u90a3\u4e2a\u7cbe\u5999\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Brieflee<\/span>\n <\/div>\n<div class=\"comment-content\">Grammarly transformed writing by catching mistakes before you hit send. Brieflee does this for short-form video ads, UGC, and influencer content. Unlike Frame.io or manual review, our AI automatically checks submissions against your quality standards – product visibility, hook timing, brand compliance, copyright issues – and approves or rejects in seconds. No more paying for off-brief content or endless revision rounds. Set standards once, enforce them automatically.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does it work for videos in any language? Or what languages does it 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> Great question! Brieflee works with any language. The AI analyses visual quality, pacing, hook timing, product visibility and brand compliance frame by frame, so most of the review happens visually regardless of language. For audio and spoken content, we support transcription and analysis across multiple languages too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is really interesting. How are you defining and adapting \u201cquality standards\u201d across different brands, since what works for one audience might not for another?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> Great question Becky! Each brand sets their own quality thresholds \u2014 things like minimum product screen time, hook timing, audio clarity, how often the brand gets mentioned, and more. So a fitness brand might need 5+ seconds of product visibility and a strong hook in the first 2 seconds, while a beauty brand might prioritise close-up visual quality and specific talking points.<\/p>\n<p>You configure these once at account level, then override them per brief if a specific campaign needs different standards. The AI enforces whatever you’ve defined, so “quality” always means what <em>you<\/em> say it means, not some generic benchmark.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/4FHWJ6AFSWWRJG\" class=\"app-title\">Fundolink<\/a><\/p>\n<div class=\"one-liner\">Post your startup. Set your terms. Find investors.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">75<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Fundolink\u662f\u4e00\u4e2a\u521b\u4e1a\u878d\u8d44\u5bf9\u63a5\u5e73\u53f0\uff0c\u901a\u8fc7\u8981\u6c42\u521b\u59cb\u4eba\u9884\u5148\u660e\u786e\u878d\u8d44\u6761\u6b3e\uff0c\u7ed3\u6784\u5316\u5c55\u793a\u9879\u76ee\uff0c\u89e3\u51b3\u521d\u521b\u516c\u53f8\u56e0\u6d41\u7a0b\u4e0d\u900f\u660e\u3001\u6c9f\u901a\u4f4e\u6548\u800c\u96be\u4ee5\u5339\u914d\u5230\u5408\u9002\u6295\u8d44\u4eba\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery single-item\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d15204d4-66b2-4dd4-aea4-c2edff93900d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Fintech<\/span><br \/>\n <span class=\"tag\">Investing<\/span><br \/>\n <span class=\"tag\">Venture Capital<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4e1a\u878d\u8d44<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u4eba\u5bf9\u63a5<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">\u6761\u6b3e\u900f\u660e\u5316<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u5c55\u793a<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u6295\u878d\u8d44\u5339\u914d<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u96c6\u4e2d\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u80af\u5b9a\u4ea7\u54c1\u901a\u8fc7\u9884\u8bbe\u6761\u6b3e\u7ed3\u6784\u5316\u6d41\u7a0b\u7684\u4ef7\u503c\uff0c\u80fd\u63d0\u5347\u5339\u914d\u6548\u7387\uff1b\u4e8c\u662f\u5bf9\u5e73\u53f0\u5b9e\u9645\u7f51\u7edc\u6548\u5e94\uff08\u5c24\u5176\u6295\u8d44\u4eba\u4fa7\u8d28\u91cf\u4e0e\u6570\u91cf\uff09\u63d0\u51fa\u5173\u952e\u6027\u8d28\u7591\u3002\u4e00\u6761\u9ad8\u8d5e\u56de\u590d\u5c06\u4ea7\u54c1\u6bd4\u55bb\u4e3a\u201c\u9610\u660e\u671f\u671b\u7684\u521d\u521b\u7248Tinder\u201d\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Fundolink\u7684\u6838\u5fc3\u7406\u5ff5\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u64ae\u5408\uff0c\u800c\u662f\u8bd5\u56fe\u5bf9\u65e9\u671f\u6295\u878d\u8d44\u4e2d\u90a3\u4e2a\u6df7\u4e71\u3001\u611f\u6027\u7684\u201c\u6697\u7bb1\u201d\u8fdb\u884c\u6807\u51c6\u5316\u4e0e\u900f\u660e\u5316\u6539\u9020\u3002\u5b83\u7684\u771f\u6b63\u950b\u8292\uff0c\u5728\u4e8e\u5176\u9884\u8bbe\u6761\u6b3e\u7684\u5f3a\u5236\u6027\u8bbe\u8ba1\u3002\u8fd9\u76f4\u51fb\u4e86\u4f20\u7edf\u65e9\u671f\u878d\u8d44\u4e2d\u6700\u5927\u7684\u6548\u7387\u9ed1\u6d1e\uff1a\u53cc\u65b9\u8017\u8d39\u5927\u91cf\u65f6\u95f4\u8fdb\u884c\u6a21\u7cca\u7684\u793e\u4ea4\u8bd5\u63a2\uff0c\u5374\u53ef\u80fd\u5728\u6700\u57fa\u672c\u7684\u4ea4\u6613\u7ed3\u6784\u4e0a\u6839\u672c\u65e0\u6cd5\u8fbe\u6210\u4e00\u81f4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6761\u6b3e\u201d\u524d\u7f6e\u4e3a\u53ef\u7b5b\u9009\u7684\u6807\u7b7e\uff0c\u5b9e\u8d28\u4e0a\u662f\u5728\u521b\u5efa\u4e00\u79cd\u9488\u5bf9\u65e9\u671f\u9879\u76ee\u7684\u201c\u8d44\u4ea7\u6807\u51c6\u5316\u201d\u96cf\u5f62\u3002\u5b83\u8feb\u4f7f\u521b\u59cb\u4eba\u5728\u878d\u8d44\u601d\u8003\u4e0a\u66f4\u65e9\u6210\u719f\uff0c\u540c\u65f6\u4e5f\u5c06\u6295\u8d44\u4eba\u7684\u504f\u597d\u4ece\u4e3b\u89c2\u5224\u65ad\u90e8\u5206\u8f6c\u5316\u4e3a\u5ba2\u89c2\u8fc7\u6ee4\u6761\u4ef6\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u6548\u7387\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u79cd\u5e02\u573a\u6559\u80b2\uff0c\u8bd5\u56fe\u91cd\u5851\u4e00\u79cd\u201c\u5148\u770b\u6761\u6b3e\uff0c\u518d\u770b\u6545\u4e8b\u201d\u7684\u7406\u6027\u5bf9\u63a5\u6587\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n 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<\/p>\n<p class=\"ai-content\">\n \u5176\u6210\u8d25\u5173\u952e\uff0c\u5728\u4e8e\u80fd\u5426\u4ee5\u72ec\u7279\u7684\u7ed3\u6784\u5316\u9879\u76ee\u6d41\uff0c\u5438\u5f15\u7b2c\u4e00\u6279\u6807\u6746\u6295\u8d44\u4eba\uff0c\u5f62\u6210\u201c\u4f18\u8d28\u6761\u6b3e\u9879\u76ee-\u4e13\u4e1a\u65e9\u671f\u6295\u8d44\u4eba\u201d\u7684\u521d\u59cb\u6b63\u5411\u5faa\u73af\u3002\u5426\u5219\uff0c\u5b83\u53ea\u4f1a\u6210\u4e3a\u53e6\u4e00\u4e2a\u5145\u65a5\u7740\u4f4e\u8d28\u91cf\u9879\u76ee\u7684\u4fe1\u606f\u5e03\u544a\u680f\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\">Fundolink<\/span>\n <\/div>\n<div class=\"comment-content\">Fundolink is the platform where startup founders meet investors. List your idea, attract funding, and turn your vision into a business.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How are you handling quality on both sides, especially avoiding low-quality projects for investors and ensuring founders are serious?<\/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\">I’ve watched founders spend 3 months writing cold emails to investors and raise exactly $0.<\/p>\n<p>The problem isn’t the idea. It’s the process.<\/p>\n<p>No structure. No terms upfront. No way for an investor to know if it’s even worth a reply.<\/p>\n<p>You’re asking someone to jump on a call before they know if you’re offering equity, a SAFE, or a royalty deal.<\/p>\n<p>That’s not fundraising. That’s guessing.<\/p>\n<p>Fundolink flips it. You list your startup easily, you set your financial terms before anyone sees your pitch, and investors filter by what they actually want to fund.<\/p>\n<p>The right investor finds you. Already knowing the deal.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@fundolink\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fundolink<\/a> This sounds great as idea, but how many investors are already on board on Fundolink?<\/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>Like a tinder for startup and investors, but everyone actually states their expectations and red flags before the first date: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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><\/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 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