\n \n \n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-02-20<\/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 | 2026-02-20<\/h1>\n<p> <!-- \u5c55\u793aapp\u5361\u7247 --><\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/CAQ2BW4R4II6WT\" class=\"app-title\">Gemini 3.1 Pro<\/a><\/p>\n<div class=\"one-liner\">A smarter model for your most complex tasks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">394<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Gemini 3.1 Pro\u662f\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u590d\u6742\u4efb\u52a1\u63a8\u7406\u7684AI\u6a21\u578b\uff0c\u65e8\u5728\u89e3\u51b3\u4f20\u7edf\u6a21\u578b\u5728\u9700\u8981\u6df1\u5ea6\u3001\u7ed3\u6784\u5316\u601d\u8003\u548c\u591a\u6b65\u9aa4\u89c4\u5212\u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u8868\u73b0\u4e0d\u7a33\u5b9a\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c7311d2b-83c8-4ef2-9a46-5fe5cde27749.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e988cc2a-03fc-4a48-b507-f65dc0b6f28c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4eba\u5de5\u667a\u80fd\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u5927\u8bed\u8a00\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u590d\u6742\u4efb\u52a1\u63a8\u7406<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7406\u884c\u4e3a<\/span><br \/>\n <span class=\"tag\">\u57fa\u51c6\u6027\u80fd<\/span><br \/>\n <span class=\"tag\">Google AI<\/span><br \/>\n <span class=\"tag\">API\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u591a\u6b65\u9aa4\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u751f\u6210<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u57fa\u51c6\u6d4b\u8bd5\u8868\u73b0\u548c\u63a8\u7406\u80fd\u529b\u63d0\u5347\uff0c\u4f46\u6838\u5fc3\u53cd\u9988\u96c6\u4e2d\u5728\u201c\u57fa\u51c6\u201d\u4e0e\u201c\u5b9e\u9645\u4ee3\u7406\u884c\u4e3a\u201d\u95f4\u7684\u5dee\u8ddd\uff0c\u5982\u5386\u53f2\u7248\u672c\u5b58\u5728\u5e7b\u89c9\u3001\u6307\u4ee4\u9075\u5faa\u4e0d\u4e25\u3001\u89c4\u5212\u4e0d\u7a33\u5b9a\u7b49\u95ee\u9898\u3002\u5f00\u53d1\u8005\u5173\u6ce8\u5176\u5728\u771f\u5b9e\u5de5\u4f5c\u6d41\uff08\u5982\u7f16\u7801\u3001\u65c5\u884c\u89c4\u5212\uff09\u4e2d\u7684\u53ef\u9760\u6027\u3001\u6210\u672c\u53ca\u4e0e\u7ade\u54c1\u7684\u5b9e\u9645\u5dee\u5f02\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Gemini 3.1 Pro\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u6280\u672f\u98de\u8dc3\uff0c\u4e0d\u5982\u8bf4\u662f\u8c37\u6b4c\u5728AI\u7ade\u8d5b\u4e2d\u4e00\u6b21\u5173\u952e\u7684\u201c\u8865\u8bfe\u201d\u3002\u5176\u6807\u8bed\u76f4\u6307\u201c\u590d\u6742\u4efb\u52a1\u201d\uff0c\u4ea7\u54c1\u4ecb\u7ecd\u5f3a\u8c03\u201c\u6838\u5fc3\u63a8\u7406\u201d\uff0c\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u5176\u524d\u4ee3\u4e43\u81f3\u884c\u4e1a\u901a\u75c5\uff1a\u5728\u70ab\u76ee\u7684\u57fa\u51c6\u5206\u6570\u4e4b\u4e0b\uff0c\u662f\u73b0\u5b9e\u5e94\u7528\u4e2d\u201c\u806a\u660e\u4f46\u4e0d\u53ef\u9760\u201d\u7684\u5c34\u5c2c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u8bc4\u8bba\u4e00\u9488\u89c1\u8840\u5730\u63ed\u793a\u4e86\u8bc4\u4f30\u4f53\u7cfb\u7684\u5272\u88c2\uff1a\u4e00\u8fb9\u662f\u201c\u4e16\u754c\u7ea7\u201d\u7684\u57fa\u51c6\u5206\u6570\uff0c\u53e6\u4e00\u8fb9\u662f\u751f\u4ea7\u65e5\u5fd7\u4e2d\u201c\u4e0d\u5b58\u5728\u7684\u9910\u5385\u201d\u548c\u201c16\u5c0f\u65f6\u8f66\u7a0b\u201d\u7684\u8352\u8c2c\u89c4\u5212\u3002\u8fd9\u5e76\u975eGemini\u72ec\u6709\uff0c\u5374\u56e0\u5176\u8fc7\u5f80\u5728\u4ee3\u7406\u884c\u4e3a\uff08Agentic Behavior\uff09\u4e0a\u7684\u660e\u663e\u77ed\u677f\u800c\u5c24\u4e3a\u7a81\u51fa\u30023.1 Pro\u5c06\u201c\u63a8\u7406\u6539\u8fdb\u201d\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u672c\u8d28\u4e0a\u662f\u8bd5\u56fe\u5f25\u5408\u201c\u8003\u573a\u4f18\u7b49\u751f\u201d\u4e0e\u201c\u804c\u573a\u5b9e\u5e72\u5bb6\u201d\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5355\u7eaf\u7684\u667a\u529b\u63d0\u5347\uff0c\u800c\u5728\u4e8e\u4e3a\u5f00\u53d1\u8005\u6784\u5efa\u53ef\u9760\u3001\u53ef\u9884\u6d4b\u7684\u590d\u6742\u5e94\u7528\uff08\u5982\u65c5\u884c\u89c4\u5212\u3001\u4ee3\u7801\u751f\u6210\u3001\u957f\u6d41\u7a0b\u5206\u6790\uff09\u63d0\u4f9b\u66f4\u7a33\u5b9a\u7684\u57fa\u77f3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e5f\u6307\u5411\u4e00\u4e2a\u66f4\u6df1\u523b\u7684\u884c\u4e1a\u73b0\u5b9e\uff1a\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u5e94\u7528\uff0c\u5934\u90e8\u6a21\u578b\u95f4\u7684\u201c\u667a\u529b\u201d\u5dee\u5f02\u5df2\u5fae\u4e4e\u5176\u5fae\uff0c\u7ade\u4e89\u7126\u70b9\u6b63\u8f6c\u5411\u53ef\u9760\u6027\u3001\u6210\u672c\u4e0e\u901f\u5ea6\u6784\u6210\u7684\u201c\u5de5\u7a0b\u4e09\u89d2\u201d\u3002\u8c37\u6b4c\u6b64\u756a\u5347\u7ea7\uff0c\u662f\u5bf9\u5e02\u573a\u9700\u6c42\u7684\u88ab\u52a8\u56de\u5e94\u8fd8\u662f\u4e3b\u52a8\u5f15\u9886\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u82e5\u5176\u4ec5\u662f\u5728\u57fa\u51c6\u8d5b\u9053\u4e0a\u7ee7\u7eed\u5185\u5377\uff0c\u800c\u672a\u80fd\u5c06\u201c\u89c4\u5212\u7a33\u5b9a\u6027\u201d\u7b49\u5de5\u7a0b\u4f53\u9a8c\u505a\u5230\u6781\u81f4\uff0c\u90a3\u4e48\u5bf9\u4e8e\u5e7f\u5927\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u5b83\u53ef\u80fd\u4ecd\u53ea\u662f\u4e00\u4e2a\u201c\u5907\u9009\u65b9\u6848\u201d\uff0c\u800c\u975e\u9996\u9009\u5f15\u64ce\u3002\u8fd9\u573a\u7ade\u8d5b\u7684\u80dc\u8d1f\uff0c\u5df2\u4ece\u8bba\u6587\u6807\u9898\u8f6c\u5411\u4e86\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u7ec6\u8282\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\">Gemini 3.1 Pro<\/span>\n <\/div>\n<div class=\"comment-content\">3.1 Pro is designed for tasks where a simple answer isn\u2019t enough. Building on the Gemini 3 series, 3.1 Pro represents a step forward in core reasoning. 3.1 Pro is a smarter, more capable baseline for complex problem-solving.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The AI race continues. OpenAI launched <a href=\"https:\/\/www.producthunt.com\/products\/openai\/launches\/gpt-5-3-codex\" target=\"_blank\" rel=\"noopener\">GPT-5.3-Codex<\/a> 2 weeks ago. Anthropic, <a href=\"https:\/\/www.producthunt.com\/products\/claude\/launches\/sonnet-4-6\" target=\"_blank\" rel=\"noopener\">Sonnet 4.6<\/a> this week. And Google? They just announced <a href=\"https:\/\/www.producthunt.com\/products\/gemini-3-1-pro\" target=\"_blank\" rel=\"noopener\">@Gemini 3.1 Pro<\/a>, “a smarter, more capable model for complex problem-solving.”<\/p>\n<\/p>\n<p>Available in products like <a href=\"https:\/\/www.producthunt.com\/products\/google-ai-studio-2\" target=\"_blank\" rel=\"noopener\">@Google AI Studio<\/a>, <a href=\"https:\/\/www.producthunt.com\/products\/kilocode\" target=\"_blank\" rel=\"noopener\">@Kilo Code<\/a>, and <a href=\"https:\/\/www.producthunt.com\/products\/raycast\" target=\"_blank\" rel=\"noopener\">@Raycast<\/a>.<\/p>\n<\/p>\n<p>Game on!<\/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\/@fmerian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fmerian<\/a> I am now enjoying doing so much research work on Gemini, things that I used to be doing with deep research. It’s like I’m swinging between capabilities. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Gemini is alwasy good at benchmarks, but usually not great at agentic behaviour. The models have very weird behaviour. Almost like the Gemini team is not really testing them themselves.<\/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\/@peter_albert2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peter_albert2<\/a> That\u2019s fair. Agent behavior is where the cracks show first. If this version improves planning stability, that\u2019s probably more important than any single benchmark score<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@peter_albert nailed it. I’m running Gemini models in production for Aitinery (AI travel planner) and this is exactly the gap.<\/p>\n<\/p>\n<p>Benchmarks say Gemini is world-class. My production logs say it sometimes hallucinates restaurant names that don’t exist and occasionally generates itineraries with 16-hour driving days. Benchmarks don’t test “can this model reliably plan a family trip to Puglia without suggesting a 3am dinner reservation?”<\/p>\n<\/p>\n<p>That said \u2014 3.1 Pro feels like Google is finally closing the gap between benchmark performance and real-world agentic reliability. The reasoning improvements matter more for agent builders than the raw intelligence bump.<\/p>\n<\/p>\n<p>The uncomfortable truth about the AI model race: for 95% of real applications, the difference between GPT-5.3, Sonnet 4.6, and Gemini 3.1 Pro is negligible. What matters is reliability, cost, and speed \u2014 not who wins on ARC-AGI-2.<\/p>\n<\/p>\n<p>Curious to see how 3.1 Pro handles multi-step planning tasks. That’s where Gemini has historically struggled compared to Claude for agentic workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>If you’re building with Gemini 3.1 Pro and want to keep API costs under control as complexity scales, check out <strong>TokenCut<\/strong> by agentready.cloud \u2014 it helps reduce token usage without sacrificing output quality. Perfect companion for a reasoning-heavy model like this one!<\/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>Does google read these? <\/p>\n<p>I’ll give it a shot in gemini CLI and see what’s up<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>i like it <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Not bad. Its general intelligence seems to have increased due to his abstract thinking abilities.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Impressive direction, pushing the baseline forward for deeper reasoning is what actually unlocks more serious use cases. Complex problem solving needs more than fast answers, it needs structured thinking.<\/p>\n<p>Curious to see how 3.1 Pro performs in longer multi step workflows.<\/p>\n<p>I\u2019m building <a href=\"https:\/\/Ahsk.app\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Ahsk.app<\/a> , a macOS AI assistant focused on practical, in flow AI use. Would love to connect and exchange thoughts. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching Gemini 3.1 Pro, it sounds like a solid upgrade for complex problem-solving. To enhance user engagement, consider highlighting specific use cases where it outperforms competitors. What is your strategy for ensuring users see the value in this advanced reasoning capability quickly?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice benchmark numbers. My concern is always the gap between benchmarks and the actual developer experience. I use Claude primarily for coding because, from my personal experience, it follows instructions pretty closely (though there’s always room for improvement). For me, Gemini has historically been frustrating for me, inserting comments and refactoring code I didn’t ask it to do. Would love to hear from anyone who’s tested 3.1 Pro on real coding workflows, not benchmarks, and whether that’s actually improved.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey there, congrats on this launch!! <\/p>\n<p>For SaaS use cases involving <strong>long-context multimodal inputs<\/strong> (e.g., analyzing full user-uploaded PDFs + screenshots + code snippets to generate UI code, migration scripts, or automated test plans), what’s the practical sweet spot you’ve seen for token efficiency and accuracy at the 200k\u20131M range?<\/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>I can’t keep using Antigrativy, there is no update available; and I can’t use the previous model.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f7f021a1-9b77-4991-8981-c7f48e0e7f46.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@fabricioferrero\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fabricioferrero<\/a> i had same issue. Just log out and log in again <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@fabricioferrero\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fabricioferrero<\/a> to use latest version 3.1 pro you have to download fresh antigravity from its origional wesite.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@fabricioferrero\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fabricioferrero<\/a> They didn’t give option update lol.. I had to manually download from <a href=\"https:\/\/antigravity.google\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">antigravity.google<\/a> and then install on top t update the existing antigravity and then it worked<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NTAGXLYVOMPYJV\" class=\"app-title\">Google Pomelli – Photoshoot<\/a><\/p>\n<div class=\"one-liner\">Turn simple product photos into pro studio imagery instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">324<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u8c37\u6b4cPomelli\u7684\u201cPhotoshoot\u201d\u529f\u80fd\uff0c\u901a\u8fc7AI\u5c06\u5355\u4e00\u4ea7\u54c1\u56fe\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u5b9a\u5236\u5316\u7684\u4e13\u4e1a\u7ea7\u8425\u9500\u56fe\u7247\uff0c\u4e3a\u4e2d\u5c0f\u4f01\u4e1a\u89e3\u51b3\u4e86\u4ea7\u54c1\u89c6\u89c9\u5185\u5bb9\u5236\u4f5c\u6210\u672c\u9ad8\u3001\u8017\u65f6\u957f\u4e14\u7f3a\u4e4f\u7075\u6d3b\u6027\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/75aeb9c3-d9f2-46aa-ab0f-d618381f2283.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/66b0f26f-c22a-4b73-a9ca-f85abd5b2ff6.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\/019372f2-4b09-42e9-a1f5-2ac8b50c3cb2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/029d7142-c2f1-4434-86c9-6f448e477c1d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/31f10d3c-10c6-46c9-a207-79c4d6307dc0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7e0f308e-02f5-4124-9f21-2443d661a6d3.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\/69834507-23fc-4e4f-b6bc-3416de67ce52.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/SIkxIWxTNqI\"><source src=\"https:\/\/youtu.be\/SIkxIWxTNqI\" 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\">Branding<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u56fe\u50cf\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7d20\u6750\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2d\u5c0f\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7535\u5546\u89c6\u89c9\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u4e00\u81f4\u6027<\/span><br \/>\n <span class=\"tag\">Google AI\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u56fe\u50cf\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">AIGC<\/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\u51b3SMB\u9ad8\u8d28\u91cf\u89c6\u89c9\u5185\u5bb9\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u5e76\u8be2\u95ee\u54c1\u724c\u6307\u5357\u6279\u91cf\u5e94\u7528\u3001\u6a21\u677f\u540c\u8d28\u5316\u53ca\u533a\u57df\u53ef\u7528\u6027\u7b49\u95ee\u9898\u3002\u56e2\u961f\u56de\u5e94\u79f0\u54c1\u724c\u4e00\u81f4\u6027\u529f\u80fd\u5728\u5f00\u53d1\u4e2d\uff0c\u6a21\u677f\u4f1a\u878d\u5408\u54c1\u724c\u4e2a\u6027\uff0c\u5e76\u627f\u8bfa\u6269\u5c55\u670d\u52a1\u533a\u57df\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 Pomelli – Photoshoot \u770b\u4f3c\u53c8\u4e00\u4e2a\u201cAI\u4fee\u56fe\u201d\u5de5\u5177\uff0c\u4f46\u5176\u771f\u6b63\u950b\u8292\u5728\u4e8e\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u957f\u671f\u5ffd\u89c6\u7684\u5939\u5c42\u5e02\u573a\uff1a\u65e2\u65e0\u529b\u627f\u62c5\u4e13\u4e1a\u5f71\u68da\u9ad8\u6602\u6210\u672c\uff0c\u53c8\u65e0\u6cd5\u6ee1\u8db3\u4e8e\u7c97\u7cd9\u7528\u6237\u751f\u6210\u5185\u5bb9\uff08UGC\uff09\u7684\u4e2d\u5c0f\u4f01\u4e1a\uff08SMB\uff09\u3002\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u5355\u7eaf\u7684\u56fe\u50cf\u751f\u6210\uff0c\u800c\u662f\u8bd5\u56fe\u5c06\u201c\u54c1\u724c\u89c6\u89c9\u89c4\u8303\u201d\u8fd9\u4e00\u62bd\u8c61\u6982\u5ff5\uff0c\u901a\u8fc7\u201cBusiness DNA\u201d\u7b49\u8bbe\u5b9a\u8fdb\u884c\u6570\u5b57\u5316\u548c\u81ea\u52a8\u5316\u5c01\u88c5\uff0c\u4ece\u800c\u5b9e\u73b0\u4f4e\u6210\u672c\u4e0b\u7684\u201c\u54c1\u724c\u4e00\u81f4\u6027\u201d\u8f93\u51fa\u3002\u8fd9\u662f\u5bf9\u4f20\u7edf\u7535\u5546\u5185\u5bb9\u751f\u4ea7\u6d41\u7a0b\u7684\u4e00\u6b21\u964d\u7ef4\u6253\u51fb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u591a\u54c1\u724c\u6307\u5357\u6279\u91cf\u5904\u7406\u201d\u7684\u63d0\u95ee\u76f4\u6307\u4ea7\u54c1\u89c4\u6a21\u5316\u5e94\u7528\u7684\u6838\u5fc3\u74f6\u9888\uff1a\u5f53\u524d\u6a21\u5f0f\u53ef\u80fd\u4ecd\u91cd\u5ea6\u4f9d\u8d56\u4eba\u5de5\u4ecb\u5165\uff0c\u4e0e\u201c\u81ea\u52a8\u5316\u201d\u7684\u5ba3\u4f20\u5b58\u5728\u5dee\u8ddd\u3002\u5176\u6b21\uff0c\u201c\u6a21\u677f\u540c\u8d28\u5316\u201d\u7684\u62c5\u5fe7\u53cd\u6620\u4e86AIGC\u5de5\u5177\u7684\u666e\u904d\u56f0\u5883\u2014\u2014\u5982\u4f55\u5e73\u8861\u6a21\u677f\u7684\u6613\u7528\u6027\u4e0e\u8f93\u51fa\u7684\u72ec\u7279\u6027\u3002\u5f53\u6240\u6709\u7ade\u4e89\u5bf9\u624b\u90fd\u5728\u4f7f\u7528\u76f8\u4f3c\u7684\u63d0\u793a\u8bcd\u548c\u98ce\u683c\u53c2\u8003\u65f6\uff0c\u6240\u8c13\u7684\u201c\u54c1\u724c\u72ec\u7279\u6027\u201d\u53ef\u80fd\u6ca6\u4e3a\u6ee4\u955c\u9009\u62e9\u822c\u7684\u8868\u9762\u529f\u592b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u5730\u770b\uff0cPhotoshoot\u4ee3\u8868\u4e86\u8c37\u6b4c\u5c06\u5176\u5e95\u5c42AI\u80fd\u529b\uff08\u5982Nano Banana\u56fe\u50cf\u751f\u6210\uff09\u8fdb\u884c\u4ea7\u54c1\u5316\u3001\u573a\u666f\u5316\u5c01\u88c5\u7684\u4e00\u6b21\u5173\u952e\u5c1d\u8bd5\u3002\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u9762\u5411\u6781\u5ba2\u7684\u73a9\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u7784\u51c6\u660e\u786e\u5546\u4e1a\u56de\u62a5\u7684\u5de5\u5177\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u6f14\u793a\u7684\u70ab\u9177\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u771f\u6b63\u878d\u5165\u7535\u5546\u5de5\u4f5c\u6d41\uff08\u5982\u7528\u6237\u547c\u5401\u7684Shopify\u96c6\u6210\uff09\uff0c\u5e76\u5f62\u6210\u53ef\u9760\u3001\u53ef\u63a7\u7684\u751f\u4ea7\u7ba1\u7ebf\u3002\u76ee\u524d\u6709\u9650\u7684\u533a\u57df\u5f00\u653e\u4e5f\u6697\u793a\uff0c\u8c37\u6b4c\u5728\u6570\u636e\u5408\u89c4\u4e0e\u6a21\u578b\u672c\u5730\u5316\u9002\u5e94\u4e0a\u4ecd\u6301\u8c28\u614e\u6001\u5ea6\u3002\u603b\u800c\u8a00\u4e4b\uff0c\u8fd9\u662f\u4e00\u4e2a\u524d\u666f\u5e7f\u9614\u4f46\u4ecd\u9700\u5728\u5de5\u7a0b\u5316\u4e0e\u751f\u6001\u6574\u5408\u4e0a\u8bc1\u660e\u81ea\u5df1\u7684\u4ea7\u54c1\uff0c\u5b83\u63ed\u5f00\u4e86AIGC\u4ece\u201c\u521b\u4f5c\u8f85\u52a9\u201d\u8fc8\u5411\u201c\u6807\u51c6\u5316\u751f\u4ea7\u57fa\u7840\u8bbe\u65bd\u201d\u7684\u5e8f\u5e55\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 Pomelli – Photoshoot<\/span>\n <\/div>\n<div class=\"comment-content\">Introducing Pomelli\u2019s latest feature update, \u2018Photoshoot\u2019. With Photoshoot, you can start from a single image of your product and easily create high quality, customized product shots to elevate your marketing. It also allows you to create and edit your own product images from scratch. Describe the image you want or upload any image as a reference to create custom assets quickly.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>So many SMBs struggle with creating high-quality product visuals consistently… studio shoots are expensive, time-consuming and rarely flexible. <\/p>\n<\/p>\n<p>Here comes Photoshoot in Pomelli to the rescue: start with one simple product image and generate polished, on-brand studio or lifestyle shots in minutes. <\/p>\n<\/p>\n<p>This new feature in Pomelli that uses business context (Business DNA) and Nano Banana image generation to turn product images into a professional-grade studio shot. <\/p>\n<\/p>\n<p>With Photoshoot, you can generate stunning product images for your website and social content. <\/p>\n<\/p>\n<p><strong>Here\u2019s how it works: <\/strong><\/p>\n<ul>\n<li>\n<p>Pick a product <\/p>\n<\/li>\n<li>\n<p>Choose a template <\/p>\n<\/li>\n<li>\n<p>Generate <\/p>\n<\/li>\n<li>\n<p>Refine <\/p>\n<\/li>\n<\/ul>\n<p><strong>Bonus features: <\/strong><\/p>\n<ul>\n<li>\n<p>Improved image models with more accuracy, following your prompt <\/p>\n<\/li>\n<li>\n<p>Editing capabilities, e.g. “change my background to a forest” <\/p>\n<\/li>\n<li>\n<p>Style reference image, e.g. restyle <image> to look like <image> style <\/p>\n<\/li>\n<\/ul>\n<p>Available free of charge in the US, Canada, Australia & New Zealand! <\/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\/products\/pomelli-by-google-labs\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"pomelli-by-google-labs\" target=\"_blank\" rel=\"noopener\">@Google Pomelli 2.0 <\/a> + <a href=\"https:\/\/www.producthunt.com\/products\/your-next-store\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"your-next-store\" target=\"_blank\" rel=\"noopener\">@Your Next Store<\/a> look like the future of ecom cc <a href=\"https:\/\/www.producthunt.com\/@zaiste\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"zaiste\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaiste<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> what a great product, well done<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 there, good launch day guys! <\/p>\n<p>I have a question, from a SaaS dev agency point of view. <\/p>\n<\/p>\n<p>How tightly does the ‘Business DNA’ (brand colors, fonts, style) carry over to Photoshoot outputs? For SaaS apps serving multiple merchants\/brands, can we pass custom brand guidelines per request (JSON payload with hex codes, reference images, tone descriptors) to ensure consistency across thousands of SKUs without manual tweaks?<\/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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> it influences Photoshoot outputs. This is an interesting use case. What you’re looking for is the ability to maintain multiple brand guidelines – is this correct? If so, we’re working on this one!<\/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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> check estudioai.com.br<\/p>\n<p>we’re accelerated by google startups offering custom models and templates to large corporations.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just incredible what Pomelli can do.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, nice initiative, I wonder how do you maintain brand uniqueness(for your customers) and make them stand out when using templates. I mean If more people would use the same one with similar products?<\/p>\n<\/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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a> templates are more a starting point, we then apply your branding to them. So for different websites\/brands you’ll get very different images.<\/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\/@viktorgems\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@viktorgems<\/a> check <a href=\"https:\/\/estudioai.com.br\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">estudioai.com.br<\/a> we’re accelerated by google startups offering custom models and templates to large corporations.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone, I’m Daniel from the Pomelli team. Thanks for hunting us <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> !<\/p>\n<p>I’ll be around today answering any questions! Give it a try at <a href=\"https:\/\/labs.google.com\/pomelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">labs.google.com\/pomelli<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_adonai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_adonai<\/a> Nice to see you here engaging with the community. \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>Still not available in my region (North Africa)<\/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\/@node_share\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@node_share<\/a> will be very shortly!<\/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 used this today for my partner’s needle point store’s (<a href=\"https:\/\/matildastitchco.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/matildastitchco.com<\/a>) product shots. It’s crazy good. Like crazy good. Shopify should build a direct integration, would be a game changer for ecomm. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_adonai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"daniel_adonai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_adonai<\/a> , <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/google\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"google\" target=\"_blank\" rel=\"noopener\">@Google<\/a> -This is a real unlock for SMBs studio quality visuals without the cost or logistics is huge. Starting from a single product image and generating on brand shots in minutes makes content creation far more scalable.<\/p>\n<p>The background editing and style reference features are especially powerful.<\/p>\n<p>I\u2019m building Ahsk app , a macOS AI assistant focused on helping founders create and iterate faster across apps. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seems very promising, but could not validate \/ test it for the Netherlands (not available in this country yet)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@martijn_mik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@martijn_mik<\/a> will be launching this soon.<\/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, hey @daniel_adonai. Your unique search capabilities could really shine with a clear focus on specific ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EMVYYBVLEV27LQ\" class=\"app-title\">Architect by Lyzr<\/a><\/p>\n<div class=\"one-liner\">Build AI that works for you<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">269<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Architect by Lyzr \u662f\u4e00\u4e2a\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\uff0c\u5373\u53ef\u81ea\u52a8\u6784\u5efa\u3001\u90e8\u7f72\u5177\u5907\u591a\u6a21\u6001\u80fd\u529b\u548c\u4f01\u4e1a\u5de5\u5177\u96c6\u6210\uff0c\u4e14\u81ea\u5e26\u751f\u4ea7\u7ea7UI\u4e0e\u8fd0\u7ef4\u63a7\u5236\u5e73\u9762\u7684\u591a\u667a\u80fd\u4f53AI\u5e94\u7528\u5e73\u53f0\uff0c\u65e8\u5728\u89e3\u51b3\u4ece\u4e1a\u52a1\u6784\u60f3\u5230\u53ef\u8fd0\u8425AI\u4ea7\u54c1\u843d\u5730\u8fc7\u7a0b\u4e2d\uff0c\u5bf9\u5f00\u53d1\u91cd\u5ea6\u4f9d\u8d56\u548c\u201c\u9ed1\u7bb1\u201d\u96be\u9898\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e695e6e3-56e0-4127-98b3-97c586a5b001.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6dd2042c-8b49-4856-9c60-e4df3bdc3e0c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/69ede492-e431-4b9f-a27e-7a2b6a8c4e10.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bfef4198-60f7-418b-ad4f-b766e42ab34d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c885c400-c71b-49ac-ae59-2bb07b277af3.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\/734fb5b1-318d-429f-aff9-71f812dfac5b.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=_IItH0RT27Y\"><source src=\"https:\/\/www.youtube.com\/watch?v=_IItH0RT27Y\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801AI\u5e94\u7528\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u591a\u667a\u80fd\u4f53\u7f16\u6392<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u6001AI<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u5de5\u5177\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u7ea7\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">AI\u8fd0\u7ef4\u63a7\u5236\u53f0<\/span><br \/>\n <span class=\"tag\">Next.js\u524d\u7aef\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7406\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">RAG\u7ba1\u9053<\/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\u521b\u65b0\u6027\u4e0e\u67b6\u6784\uff0c\u5173\u6ce8\u751f\u4ea7\u5c31\u7eea\u80fd\u529b\uff1a\u5982\u590d\u6742\u6743\u9650\u3001\u72b6\u6001\u7ba1\u7406\u3001\u81ea\u5b9a\u4e49\u6a21\u578b\u652f\u6301\u3001\u4ee3\u7801\u5bfc\u51fa\u4e0e\u81ea\u6258\u7ba1\u9009\u9879\u3002\u8d28\u7591\u70b9\u96c6\u4e2d\u4e8e\u751f\u6210\u201c\u5927\u8111\u201d\u7684\u53ef\u63a7\u6027\u3001\u8fd0\u7ef4\u65f6\u7684\u7248\u672c\u7ba1\u7406\u3001\u514d\u8d39\u989d\u5ea6\u6d88\u8017\u8fc7\u5feb\u53ca\u90e8\u5206\u5de5\u5177\u7a33\u5b9a\u6027\u3002\u5efa\u8bae\u660e\u786e\u514d\u8d39\u5c42\u7ec6\u8282\uff0c\u5e76\u589e\u52a0\u6df1\u5ea6\u5f00\u53d1\u8c03\u8bd5\u7c7b\u96c6\u6210\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Architect \u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u65e0\u4ee3\u7801\u73a9\u5177\uff0c\u800c\u662f\u8bd5\u56fe\u5b9a\u4e49\u201cAI\u667a\u80fd\u4f53\u5373\u4ea7\u54c1\u201d\u7684\u65b0\u5de5\u4e1a\u5316\u6807\u51c6\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201cPrompt\u751f\u6210\u5e94\u7528\u201d\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u4ece\u751f\u6210\u3001\u96c6\u6210\u5230\u8fd0\u7ef4\u7684**\u5c01\u95ed\u6b63\u5faa\u73af**\uff1a\u901a\u8fc7\u751f\u6210\u5f0f\u65b9\u6cd5\u5feb\u901f\u539f\u578b\u5316\uff0c\u518d\u901a\u8fc7Lyzer\u63a7\u5236\u5e73\u9762\u5b9e\u73b0\u540e\u7eed\u6240\u6709\u8fed\u4ee3\u4e0e\u6cbb\u7406\uff0c\u65e0\u9700\u89e6\u78b0\u524d\u7aef\u4ee3\u7801\u3002\u8fd9\u76f4\u51fb\u4e86\u5f53\u524dAI\u5e94\u7528\u201c\u539f\u578b\u6613\uff0c\u4ea7\u54c1\u96be\u201d\u7684\u547d\u95e8\u2014\u2014\u5c06\u8fd0\u7ef4\u4e0e\u8fed\u4ee3\u6210\u672c\u4ece\u5f00\u53d1\u56e2\u961f\u8f6c\u79fb\u81f3\u5e73\u53f0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u5168\u6808\u751f\u4ea7\u5c31\u7eea\u201d\u9762\u4e34\u4e25\u5cfb\u8003\u9a8c\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u7684\u7075\u9b42\u62f7\u95ee\u2014\u2014\u590d\u6742\u4e1a\u52a1\u903b\u8f91\u3001\u6743\u9650\u6a21\u578b\u3001\u7248\u672c\u63a7\u5236\u2014\u2014\u6b63\u662f\u5176\u4ece\u201c\u60ca\u8273\u6f14\u793a\u201d\u8fc8\u5411\u201c\u4f01\u4e1a\u6838\u5fc3\u201d\u5fc5\u987b\u8de8\u8d8a\u7684\u9e3f\u6c9f\u3002\u5e73\u53f0\u80fd\u5426\u5728\u4fdd\u6301\u201c\u65e0\u4ee3\u7801\u201d\u7b80\u6d01\u6027\u7684\u540c\u65f6\uff0c\u63d0\u4f9b\u8db3\u591f\u7cbe\u7ec6\u7684\u201c\u63a7\u5236\u65cb\u94ae\u201d\u6765\u5e94\u5bf9\u5343\u53d8\u4e07\u5316\u7684\u771f\u5b9e\u573a\u666f\uff0c\u800c\u975e\u9677\u5165\u201c\u4e3a\u7b80\u5355\u573a\u666f\u8fc7\u5ea6\u8bbe\u8ba1\uff0c\u4e3a\u590d\u6742\u573a\u666f\u8bbe\u8ba1\u4e0d\u8db3\u201d\u7684\u9677\u9631\uff0c\u662f\u6210\u8d25\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cArchitect \u662f\u5728\u4e0e\u65f6\u95f4\u8d5b\u8dd1\u3002\u5b83\u8bd5\u56fe\u7528\u5e73\u53f0\u5316\u7684\u65b9\u5f0f\uff0c\u5c01\u88c5\u5f53\u524d\u5feb\u901f\u6f14\u8fdb\u7684\u667a\u80fd\u4f53\u67b6\u6784\u6700\u4f73\u5b9e\u8df5\uff08\u591a\u667a\u80fd\u4f53\u3001RAG\u3001\u5de5\u5177\u4f7f\u7528\uff09\u3002\u5982\u679c\u6210\u529f\uff0c\u5b83\u5c06\u5927\u5e45\u964d\u4f4eAI\u667a\u80fd\u4f53\u4ea7\u54c1\u7684\u51c6\u5165\u95e8\u69db\u548c\u603b\u62e5\u6709\u6210\u672c\uff1b\u5982\u679c\u5931\u8d25\uff0c\u5219\u53ef\u80fd\u88ab\u56f0\u5728\u201c\u9ad8\u7ea7\u539f\u578b\u5de5\u5177\u201d\u7684\u5b9a\u4f4d\uff0c\u88ab\u66f4\u7075\u6d3b\u7684\u5f00\u6e90\u6846\u67b6\u6216\u66f4\u5782\u76f4\u7684\u89e3\u51b3\u65b9\u6848\u6240\u53d6\u4ee3\u3002\u5176\u771f\u6b63\u7684\u5bf9\u624b\u4e0d\u662fn8n\u6216Lovable\uff0c\u800c\u662f\u672a\u6765\u53ef\u80fd\u5185\u5316\u4e86\u7c7b\u4f3c\u80fd\u529b\u7684\u4e91\u5e73\u53f0\u4e0e\u5927\u6a21\u578b\u5382\u5546\u81ea\u8eab\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\">Architect by Lyzr<\/span>\n <\/div>\n<div class=\"comment-content\">What if N8N and Lovable Have a baby? Well, Architect is exactly that! Build powerful multi-agent AI systems where you can see and control every decision, every integration, every flow. Before writing a single line of code. No black boxes. No guesswork. Just clarity.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt ! \ud83d\udc4b<\/p>\n<p>Shreyas here from Lyzr. Today we\u2019re launching Architect \u2014 prompt to fully deployed agentic application. No glue code. No stitching frameworks together.<\/p>\n<p><strong>Here\u2019s what Architect actually does<\/strong>:<\/p>\n<p>1. Prompt \u2192 Full App<br \/>Describe what you want. Architect builds the agent logic, tooling, guardrails, RAG pipelines, AND a production-ready Next.js UI. Not a JSON blob. A deployable application.<\/p>\n<p>2. Not Just Text \u2014 Voice, Image & Video Apps Too<br \/>Build agents that can talk, see, generate images, and create videos. Voice apps. Image gen apps. Video gen apps. All from a single prompt. OpenAI, Anthropic, ElevenLabs, Replicate \u2014 any vendor, any modality, zero integration work. Your agents aren\u2019t limited to chat. They\u2019re multimodal from day one.<\/p>\n<p>3. Plug Into the Tools Your Team Already Uses<br \/>Gmail, Notion, GitHub, Slack, Google Drive, Jira \u2014 your agents can use them as tools natively. No custom API wiring. No middleware. Just tell Architect what your agent needs to do and it connects the dots. Your agents don\u2019t just think \u2014 they act across your entire stack.<\/p>\n<p>4. Two Agent Styles, One System<br \/>Build autonomous manager-style agents for complex reasoning OR deterministic workflow agents for predictable execution. Mix both. Most platforms force you to pick one.<\/p>\n<p>5. Lyzr Control Plane + Agent Studio \u2014 Full Ops Without Touching Code<br \/>This is the layer that makes Architect production-grade. Every app Architect builds is connected to Lyzr\u2019s control plane through Agent Studio.<\/p>\n<p>That means after deployment, you can:<br \/>\u2014 Observe agent behavior and trace every decision<br \/>\u2014 Modify prompts, logic, and orchestration flows<br \/>\u2014 Add or update knowledge bases and RAG pipelines<br \/>\u2014 Apply and tune guardrails in real time<br \/>\u2014 Swap models, adjust tool access, manage permissions<\/p>\n<p>All without touching a single line of your frontend code. The UI stays intact. The agent brain evolves independently. Build once, operate forever.<\/p>\n<p>It Builds the UI (Yes, Really)<\/p>\n<p>Most agent platforms stop at the backend. Architect generates a full Next.js frontend. Your agent isn\u2019t just functional \u2014 it\u2019s shippable to users.<\/p>\n<p>TL;DR: Prompt \u2192 Agents \u2192 Governance \u2192 UI \u2192 Deploy. Text, voice, image, video. Gmail, Notion, GitHub built in. Full ops layer via Lyzr Agent Studio \u2014 observe, modify, govern, scale \u2014 without rewriting code.<\/p>\n<p>We built this because shipping AI agents as real products is still way too hard. Architect fixes that.<\/p>\n<p>Try it. Break it. Tell us what sucks.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/a.slack-edge.com\/production-standard-emoji-assets\/14.0\/apple-medium\/1f64f@2x.png\" alt=\":pray:\" style=\"max-width: 100%\"><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\">@shreyaskapale hey there \ud83d\udc4b <\/p>\n<p>How Architect handles non-trivial product constraints, things like custom auth flows, complex state management, or multi-tenant permissions, once the generated Next.js app moves beyond a demo use case? <\/p>\n<p>Prompt fully deployed agentic application\u201d is a bold promise.<\/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\/@shreyaskapale\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreyaskapale<\/a> Genuine question though \u2014 how much control do I actually have over the \u201cbrain\u201d it builds? Like if I say \u201cbuild me a CS copilot\u201d is it just gonna spin up a default agent setup, or can I nudge it into a specific style (planner\/executor, strict workflows, heavy RAG, etc.)?<\/p>\n<p>Also super curious \u2014 once it\u2019s live and I start tweaking stuff in Agent Studio, can things get messy fast? Is there versioning\/rollback for agent behavior or is it more \u201cmove fast and pray\u201d mode? <\/p>\n<p>The whole \u201cprompt \u2192 full app \u2192 control plane\u201d thing is bold. What\u2019s the messiest real-world use case you\u2019ve seen someone throw at it so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>@shreyaskapale<\/p>\n<\/p>\n<p>The free credits are exhausted within minutes. Also, I built a website analyzer to find potential writing clients, which I’ve been satisfied with. However, the email finder I built stops responding after five email searches.<\/p>\n<p>Check them out.<\/p>\n<\/p>\n<p><a href=\"https:\/\/automation-outreach-swift-beam-3v64.architect.space\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Website Analyzer For Freelance Copywriters<\/a><\/p>\n<\/p>\n<p><a href=\"https:\/\/feeds-scraper-fresh-flow-dvzv.architect.space\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Feeds Email Finder<\/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>Hey Product Hunt! \ud83d\udc4b<br \/>Vidur here from Lyzr. Today we are launching Architect.<\/p>\n<p>We built Architect because we kept seeing the same problem: the people who understand business problems best \u2014 couldn’t easily build the agent workflows and apps they envisioned without depending entirely on developers.<\/p>\n<p>Architect bridges that gap. Describe what you want to automate or build, and Architect generates the PRD, orchestrates the agents, connects your tools, and delivers a working agentic app \u2014 without you needing to think about the underlying infrastructure.<br \/>Think of it as the fastest path from “I wish I had an agent that…” to actually having that agent, with a UI, live integrations, and everything.<\/p>\n<p><strong>What makes us different?<\/strong> Unlike n8n or Make, there’s no node-dragging. Unlike Lovable or Replit, you’re not building generic apps \u2014 you’re building <em>agents<\/em> that reason, take action, and connect to your enterprise tools.<br \/>We’re still early. The architecture is evolving fast, and our template library is growing. But if you’re someone who has ever had to wait weeks to get a working agent prototype \u2014 we built this for you.<\/p>\n<p>Drop your questions below \u2014 happy to go deep on use cases, architecture, or how we think about agent orchestration.<\/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\/@vidur_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vidur_<\/a> Congratulations to Lyzr team on launching Architect. Can we create production ready apps offering subscription both pay as you go and retainer similar to building apps on other vibecoding platforms? How do you go about UI\/UX, are you connected to Figma? Also can you deploy these apps to Netlify, Vercel, Cloudflare, Github as most of the vibecoded production ready apps still breaks when deployed directly?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>A perfect blend of innovation and strong architecture!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Great setup and wording. I like where you are going with it<\/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\/@bartvandekooij\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bartvandekooij<\/a> Thank you! Just getting started \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>Loving this approach of making AI less of a mystery. Feels like the right direction!<\/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\/@djordjevic_nikola\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@djordjevic_nikola<\/a> Really glad it resonates! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The guided mode feature of architect is my favorite, everyone should try that!! \ud83d\udc99<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Please list in pricing the free credits\/month on free tier.<\/p>\n<p>I probably will not stay on free, but this in mid-February, 2026; integrate beyond what every agentic platform has and more to be competitive. Github, supabase, railway, postman, cloudflare…<\/p>\n<p>I want to build, not schedule things, so gmail, google calendar and your other integrations, I’m sorry, but I’m mnot a fluffer; my eyes glaze over until I see integrations that would actually help with what really eats our timee – debugging.<\/p>\n<p>I’m with you in the struggle, and eager to see you succeed.<\/p>\n<\/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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> Really appreciate this \u2014 thoughtful feedback.<\/p>\n<\/p>\n<p>we\u2019ll make the free credits\/month clearer in pricing. That\u2019s fair.<\/p>\n<\/p>\n<p>On integrations, I hear you. Different builders care about different things. Some want workflow automation, some want deeper dev integrations, some just want to ship faster. Our goal is to support all of that without turning it into noise.<\/p>\n<\/p>\n<p>We definitely don\u2019t want to build fluff. The focus is on meaningful integrations that actually save time \u2014 whether that\u2019s scheduling, infrastructure, debugging, or anything else that eats cycles.<\/p>\n<\/p>\n<p>Thanks again for pushing us to think sharper. It genuinely helps.<\/p>\n<\/p>\n<p>If you\u2019re interested, we\u2019d love to connect and discuss this in more detail. Thank you so much for being our supporter! it means a lot when someone genuinely wants to support our journey.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I just built and deployed this in under 10 mins, and Its my favorite gamified learning experience I have built with Architect so far!: <a href=\"https:\/\/code-quest-mega-gear-97jp.architect.space\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/code-quest-mega-gear-97jp.architect.space<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! I love the direction Architect is taking – truly agentic applications that feel truly enterprise-ready. Excited to see how the platform evolves over the coming years \ud83d\ude80<\/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\/@hughbeme\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hughbeme<\/a> Glad you liked 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>Interesting no-code approach for AI agents. How does it compare to building custom agents with code? Curious about the flexibility vs speed tradeoff.<\/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\">@iris_serra2 speed is primary on architect but it\u2019s built on Agent studio that gives you all the guardrails for taking it to production.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@iris_serra2\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"iris_serra2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iris_serra2<\/a> You get a built-in control plane powered by Lyzr Agent Studio, embedded directly into every Architect app. This means you can manage agent operations, observability, knowledge, improvements, and configurations \u2014 all from a single no-code platform \u2014 without ever rewriting application code, that is the biggest unlock!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 your launch, guys \ud83d\ude42 <\/p>\n<p>Quick question here before i dive in into this one! <\/p>\n<p>Once Architect generates the PRD, multi-agent orchestration, UI, DB connections, RBAC, audit logs, etc., how do we take it to production? Is there export to self-hosted (our VPC\/K8s), one-click deploy to Lyzr cloud, or API\/SDK wrappers so we can embed\/embed calls from our existing backend\/frontend? Any support for custom LLMs or bring-your-own-model?<\/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>@cathcorm great question!<\/p>\n<\/p>\n<p>You can export the frontend code and deploy it anywhere \u2014 on any cloud of your choice.<\/p>\n<\/p>\n<p>With the Lyzr SaaS offering, the agents (backend agent services) run on our cloud. However, for enterprise deployments, we support running everything inside your own private VPC as a fully isolated environment. We also offer an on-prem model where the entire stack can operate as a closed-box deployment within your infrastructure.<\/p>\n<\/p>\n<p>Also in terms of architect\u2019s flexibility you can integrate any api or db from your side the complete next js code is given to you.<\/p>\n<\/p>\n<p>In terms of models, you can bring in your own private models too, our studio is completely model and cloud agnostic from day one.<\/p>\n<\/p>\n<p>P.S. We\u2019re also planning to roll out an open-source lite version of our agents so you\u2019re never code-locked into our platform. And with our on-prem model, you always have the option to run the complete, full-fledged infrastructure inside your private VPC.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Awesome product!<\/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\">@christian_b_1 glad you are liking it!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! What tools are your top customer favorites? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">You\u2019re spanning a lot: plan mode, RAG, tool integrations, multimodal, UI generation, and an ops\/control plane. What did you deliberately not build to avoid becoming a \u201ckitchen sink\u201d?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shreyaskapale\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"shreyaskapale\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreyaskapale<\/a> <a href=\"https:\/\/www.producthunt.com\/@vidur_\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vidur_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vidur_<\/a> congrats on the launch! Nicely done! A couple of questions: <\/p>\n<ul>\n<li>\n<p>How much visibility or control do we have over the code while it is being generated (when we’re in planning mode)?<\/p>\n<\/li>\n<li>\n<p>Is there a desktop app or you guys working on it?<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">Hi @siva_surendira ,<\/p>\n<p>Saw Architect by Lyzr on Product Hunt \u2014 interesting direction around building AI that \u201cworks for you.\u201d<\/p>\n<p>One quick thought: you might experiment with narrowing the headline around a specific outcome or persona (e.g., dev teams, ops teams, AI-native startups).<br \/>\nIt could help make the value instantly concrete rather than broad.<br \/>\nCurious how you\u2019re thinking about positioning this right now.<\/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>Agent tooling right now splits into workflow builders like n8n and Make where you drag nodes, and app generators like Lovable where you get a frontend but wire agent logic yourself. Architect sitting between those, prompt to full orchestration plus a deployable Next.js UI, fills a gap most teams hit once prototyping is done. Running 10,000 automated tests via the simulation engine before deployment is what actually moves this past demo territory… most agent prototypes break the moment real users hit edge cases. Pre-launch failure mode detection matters more than build speed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the #3 spot! Architect looks like a powerhouse for AI workflows. <\/p>\n<p>Quick feedback from a growth perspective: The tech is clearly 10\/10, but I think you’re leaving money on the table by focusing on \u201cBuilding Agents\u201d (the how) instead of \u201cScaling Ops without hiring\u201d (the result).<\/p>\n<p>For a founder, Efficiency is a much stronger trigger than AI Builder.<br \/>\nI specialize in these SaaS pivots at franvimktg, happy to drop some specific copy tweaks here if you want to make the value prop even stickier for non technical buyers!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, hey @shreyaskapale. Consider highlighting specific use cases for onboarding. What activation metric will you prioritize?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Hot take: the “N8N + Lovable baby” comparison actually undersells what’s interesting here.<\/p>\n<\/p>\n<p>The real question nobody’s asking about no-code agent builders: what happens when your agent needs deep domain expertise?<\/p>\n<\/p>\n<p>I’ve been building AI travel agents (Aitinery \u2014 we use Google ADK with multi-agent pipelines for Italy trip planning), and here’s what I learned the hard way: the orchestration layer is maybe 20% of the problem. The other 80% is domain knowledge \u2014 knowing that the train from Rome to Amalfi doesn’t exist (but ChatGPT will happily recommend it), or that a “15-minute walk” in Positano actually means 400 stairs.<\/p>\n<\/p>\n<p>Tools like Architect nail the 20% beautifully. Prompt to deployed app, multi-agent orchestration, tool integrations \u2014 that’s genuinely hard infra work and you’ve clearly built something solid.<\/p>\n<\/p>\n<p>But I’m curious about the 80%: when someone builds a vertical agent on Architect (say, a legal research agent or a medical triage bot), where does the domain expertise live? In the prompt? In custom tools? In fine-tuned models?<\/p>\n<\/p>\n<p>Because the dirty secret of AI agents is: generic orchestration + generic LLM = generic output. The magic happens in the domain layer, and that’s the part that’s hardest to no-code.<\/p>\n<\/p>\n<p>Not a criticism \u2014 genuine question. Would love to hear how you think about this @vidaboravida<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/QCXVCLOIINOBVF\" class=\"app-title\">Claudebin<\/a><\/p>\n<div class=\"one-liner\">Export and share your Claude Code sessions as resumable URLs<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">211<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Claudebin \u53ef\u5c06\u672c\u5730\u7ec8\u7aef\u4e2d\u975e\u7ed3\u6784\u5316\u7684Claude Code\u5bf9\u8bdd\u4f1a\u8bdd\uff08\u542b\u4ee3\u7801\u3001\u6587\u4ef6\u64cd\u4f5c\u3001\u547d\u4ee4\u7b49\uff09\u5bfc\u51fa\u4e3a\u53ef\u5206\u4eab\u3001\u53ef\u6d4f\u89c8\u3001\u751a\u81f3\u53ef\u672c\u5730\u6062\u590d\u7684\u94fe\u63a5\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u534f\u4f5c\u3001\u4ee3\u7801\u5ba1\u67e5\u548c\u77e5\u8bc6\u7559\u5b58\u65f6\u96be\u4ee5\u5171\u4eab\u5b8c\u6574AI\u7f16\u7a0b\u4e0a\u4e0b\u6587\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2039afca-1594-4040-98d5-d4f78c31af9f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/756c3420-6ff8-45f0-86f9-8a34c3e6945e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8ecd9702-6ca4-4ae4-b65d-313a00222481.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eb517b9b-ebcb-4444-81a7-3b661bdcab61.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e6df0bc6-e296-44e7-ad2b-106b7111c3a8.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\/aa79b1c4-e71d-4964-b01c-5c2e629cf996.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/C9NfqfxB2JM\"><source src=\"https:\/\/youtu.be\/C9NfqfxB2JM\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bdd\u5171\u4eab<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u7559\u5b58<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u9ad8\u5ea6\u8ba4\u53ef\u5176\u89e3\u51b3\u201c\u4f1a\u8bdd\u5171\u4eab\u96be\u201d\u7684\u75db\u70b9\uff0c\u5c24\u5176\u9002\u7528\u4e8ePR\u548c\u56e2\u961f\u534f\u4f5c\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u6570\u636e\u5b89\u5168\u4e0e\u654f\u611f\u4fe1\u606f\u5904\u7406\u3001\u56e2\u961f\u529f\u80fd\u4e0e\u8bbf\u95ee\u63a7\u5236\u3001\u81ea\u52a8\u4fdd\u5b58\u9632\u4e22\u5931\u3001\u4f1a\u8bdd\u6807\u8bb0\u4e0e\u590d\u7528\u3001\u4ee5\u53ca\u672a\u6765\u529f\u80fd\u5982\u4f1a\u8bdd\u5bf9\u6bd4\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 Claudebin \u6355\u6349\u5230\u4e86\u4e00\u4e2a\u7ec6\u5fae\u4f46\u5173\u952e\u7684\u8303\u5f0f\u8f6c\u53d8\uff1a\u5f53\u7f16\u7a0b\u4ece\u201c\u7f16\u5199\u201d\u8f6c\u5411\u201c\u63d0\u793a\u201d\uff0c\u8fc7\u7a0b\u672c\u8eab\u5373\u6210\u4e3a\u6838\u5fc3\u8d44\u4ea7\u3002\u5b83\u5e76\u975e\u7b80\u5355\u5f55\u5c4f\uff0c\u800c\u662f\u5c06AI\u4e0e\u5f00\u53d1\u8005\u7684\u4ea4\u4e92\u4f1a\u8bdd\u5e8f\u5217\u5316\u3001\u7ed3\u6784\u5316\uff0c\u4f7f\u5176\u6210\u4e3a\u53ef\u94fe\u63a5\u3001\u53ef\u5d4c\u5165\u3001\u53ef\u590d\u73b0\u7684\u4e00\u7b49\u516c\u6c11\u3002\u8fd9\u76f4\u51fb\u4e86\u5f53\u524dAI\u8f85\u52a9\u5f00\u53d1\u5de5\u4f5c\u6d41\u7684\u76f2\u533a\u2014\u2014\u8fc7\u7a0b\u9ed1\u7bb1\u4e0e\u4e0a\u4e0b\u6587\u65ad\u88c2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u4e3aAI\u7f16\u7a0b\u5efa\u7acb\u201c\u53ef\u89c2\u5bdf\u6027\u201d\u4e0e\u201c\u53ef\u534f\u4f5c\u6027\u201d\u7684\u57fa\u7840\u5c42\u3002\u901a\u8fc7\u5c06\u7ec8\u7aef\u4f1a\u8bdd\u8f6c\u5316\u4e3a\u53ef\u5bfc\u822a\u7684\u201c\u6570\u5b57\u5de5\u4ef6\u201d\uff0c\u5b83\u8ba9\u4ee3\u7801\u7684\u201c\u4e3a\u4f55\u5982\u6b64\u201d\u53d8\u5f97\u900f\u660e\uff0c\u6781\u5927\u63d0\u5347\u4e86\u4ee3\u7801\u5ba1\u67e5\u3001\u77e5\u8bc6\u4f20\u627f\u548c\u5f02\u6b65\u534f\u4f5c\u7684\u6548\u7387\u3002\u5f00\u6e90\u7b56\u7565\u660e\u667a\uff0c\u80fd\u5feb\u901f\u63a5\u5165\u793e\u533a\u9700\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u660e\u663e\u3002\u9996\u8981\u5373\u5b89\u5168\u4e0e\u9690\u79c1\uff0c\u7ec8\u7aef\u4f1a\u8bdd\u662f\u654f\u611f\u4fe1\u606f\u5bcc\u77ff\uff0c\u81ea\u52a8\u7ea2\u5f55\u6216\u9884\u89c8\u673a\u5236\u662f\u4ea7\u54c1\u751f\u5b58\u7684\u5e95\u7ebf\u3002\u5176\u6b21\uff0c\u4ece\u201c\u5206\u4eab\u5355\u6b21\u4f1a\u8bdd\u201d\u5230\u6210\u4e3a\u56e2\u961f\u201cAI\u7f16\u7a0b\u8bb0\u5fc6\u5e93\u201d\u7684\u6f14\u8fdb\u8def\u5f84\u6e05\u6670\uff0c\u4f46\u7ade\u4e89\u58c1\u5792\u5c1a\u4e0d\u575a\u56fa\u3002\u80fd\u5426\u56f4\u7ed5\u8fd9\u4e9b\u7ed3\u6784\u5316\u4f1a\u8bdd\u6570\u636e\uff0c\u6784\u5efa\u5982\u7248\u672c\u5bf9\u6bd4\u3001\u5173\u952e\u51b3\u7b56\u70b9\u6807\u8bb0\u3001\u667a\u80fd\u6458\u8981\u7b49\u66f4\u6df1\u5c42\u7684\u5de5\u4f5c\u6d41\u529f\u80fd\uff0c\u5c06\u51b3\u5b9a\u5b83\u662f\u6b62\u6b65\u4e8e\u4e00\u4e2a\u5b9e\u7528\u7684\u5bfc\u51fa\u5de5\u5177\uff0c\u8fd8\u662f\u6210\u957f\u4e3aAI\u65f6\u4ee3\u7f16\u7a0b\u534f\u4f5c\u7684\u65b0\u57fa\u7840\u8bbe\u65bd\u3002\u5f53\u524d\u7248\u672c\u662f\u7cbe\u51c6\u7684\u6954\u5b50\uff0c\u4f46\u6954\u5165\u4e4b\u540e\u7684\u6545\u4e8b\u624d\u771f\u6b63\u5f00\u59cb\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\">Claudebin<\/span>\n <\/div>\n<div class=\"comment-content\">Claude Code runs in your terminal. Session data is stored locally, but not in a human-readable format. If the session contains useful context, refactors, tool usage, reviewing or sharing it isn\u2019t straightforward. Claudebin lets you export a Claude Code session. It captures: – the full message thread – file reads\/writes – bash commands – web and MCP calls It returns a URL with a structured, navigable viewer. You can link it in a PR, embed a selected range in your docs, or resume it locally.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi \ud83d\udc4b,<\/p>\n<p>We use Claude Code a lot, and after a long session, there isn’t a simple way to share exactly what happened with someone else. Prompts, responses, file edits, and tool calls all stay inside the terminal.<\/p>\n<p>We built Claudebin to make that easier.<\/p>\n<p>It’s open source.<br \/>\n<a href=\"https:\/\/github.com\/wunderlabs-dev\/claudebin.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/wunderlabs-de…<\/a><\/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\/@vtemian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vtemian<\/a> That’s such a great tool! Is there any way to have an organization within my profile so I can share the sessions only with my team?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@vtemian Love the idea of making Claude Code sessions shareable! Curious how Claudebin handles sensitive data and secrets in bash outputs or file reads, is there automatic redaction, or does the user review before generating the public URL?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@vtemian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vtemian<\/a> Hi Vlad ,this solves a very real workflow gap. After long Claude Code sessions, context gets lost in the terminal and sharing becomes messy. Turning that into something clean and shareable makes collaboration much easier.<\/p>\n<p>Open source is a nice touch too.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on seamless AI workflows. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone \ud83d\ude80<\/p>\n<p>I’m part of the team behind Claudebin, building this together with Vlad.<\/p>\n<p>If you’re curious about how and why we built it, I wrote a detailed article breaking it down here:<\/p>\n<p><a href=\"https:\/\/balajmarius.com\/writings\/making-claude-code-sessions-shareable\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/balajmarius.com\/writings\/making-claude-code-sessions-shareable\/<\/a><\/p>\n<p>Happy to answer any questions, whether it’s product decisions, technical details, or the story behind it. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019ve run into the problem where a long Claude Code session produces great results, but sharing the process with teammates is basically impossible without screenshots or messy summaries.<\/p>\n<p>Having a resumable URL with the full thread + file operations makes a lot of sense, especially for PR context or debugging sessions. It feels similar to sharing a notebook or replayable dev session rather than just output.<\/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\/@andrianv\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrianv<\/a> That\u2019s exactly the pain we\u2019ve seen too. Great output, zero trace of how you got there.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats! love this, sometimes, after 4-5 hours of chatting, i get a huge huge history and it is reseting the terminal. That’s not a problem as i remember most of the flows, but other people don’t know the reason of what i did or not did something. What i actually want is a way to “bookmark” some of the informations that are relevant from those long threads. And reapply them. Are you working on something like this?<\/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\/@axelut\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@axelut<\/a> Yes, we’re building proper team features so you can save key moments, revisit them later, and share context easily with others. That\u2019s very much on our roadmap.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This tool is SO useful! Thanks a lot for building it and congrats on the launch \ud83d\ude80 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>For me the code writing part of my work has now almost fully shifted from actual writing to prompting. So it makes sense that I want to see other people’s prompts along with the code. It’s a great tool for sharing. <\/p>\n<p>If you think about it, where before you would open a PR and add a bunch of notes for reviewers, now you can include the chat history and it gives you so much context!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Vlad, that pain of finishing a long Claude Code session and having no good way to show someone what actually happened is real. Was there a specific moment where a teammate asked what did you change or how did you get that working and you realized you had no clean way to show them?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> a lot of examples. Usually, it happens when I want to show something that touches the frontend side. I work on the backend side and we need to integrate together, both using Claude Code.<\/p>\n<\/p>\n<p>Check more details here <a href=\"https:\/\/balajmarius.com\/writings\/making-claude-code-sessions-shareable\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/balajmarius.com\/writings\/making-claude-code-sessions-shareable\/<\/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>Hi <a href=\"https:\/\/www.producthunt.com\/@balajmarius\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"balajmarius\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@balajmarius<\/a> ,<\/p>\n<p>Saw ClaudeBin on Product Hunt \u2014 really like the \u201csessions deserve a URL\u201d framing.<\/p>\n<p>One thought: positioning it slightly as workflow memory or version control for Claude teams could make the long-term value even stronger.<\/p>\n<p>Curious how you\u2019re thinking about that direction.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great product. This solves a problem I face daily. Like many, when sessions compact I lose so much decision making context. Question: Can this auto-save? Claude supports hooks, so maybe a pre-compaction trigger that auto publishes to Claude Bin? Personally, my pain point isn’t necessarily forgetting to share a session it’s just losing it before I get the chance. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@leonardkim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leonardkim<\/a> that’s a good suggestion, we are going to experiment with this and see how cleanly we can implement it.<\/p>\n<\/p>\n<p>If you\u2019re feeling inspired, we’d absolutely welcome a PR. Would love to build this with 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>Hi there, big day!! \ud83d\ude42 <\/p>\n<\/p>\n<p>A few quick questions from someone embedding agentic coding into web\/mobile apps (Next.js + React Native, often with Claude Code for backend scripts, migration tools, test gen, etc.):<\/p>\n<ol>\n<li>\n<p>Does it fully serialize <em>everything<\/em> useful? E.g., inline file read\/write diffs (before\/after views), bash command outputs (stdout\/stderr), tool call results (web fetches, MCP responses), and any custom skills\/hooks?<\/p>\n<\/li>\n<li>\n<p>When resuming from the URL locally (via import?), how does it restore state? Does it replay the session into a new Claude Code instance, inject context\/files\/commands, or just load the viewer for reference? <\/p>\n<\/li>\n<li>\n<p>For SaaS\/team workflows: Can we embed selected ranges (e.g., a refactor block) as iframes in Notion\/Linear\/Confluence? How private are the URLs \u2014 random long slugs, password-protected, or self-hosted viewer option? <\/p>\n<\/li>\n<\/ol>\n<p>Thanks guys!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi @cathcorm, thanks for the great questions!<\/p>\n<ol>\n<li>\n<p>Everything Claude does is fully serialized, nothing is left out.<\/p>\n<\/li>\n<li>\n<p>We send Claude the full markdown transcript of the conversation and ask it to read and summarize it, then wait for further instructions, you can see a sample transcript conversation + instructions here: <a href=\"https:\/\/claudebin.com\/api\/threads\/I0karOj-vb\/md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/claudebin.com\/api\/threads\/I0karOj-vb\/md<\/a><\/p>\n<\/li>\n<li>\n<p>Yes, absolutely, you can mark a thread as unlisted, it will not appear in search or on the threads page, but anyone with the link can still access it, we are also working on team and user access controls, as well as password protection, these are on our roadmap for the coming weeks.<\/p>\n<\/li>\n<\/ol>\n<p>If anything is unclear or you would like to dig deeper, just let us know. Happy to help.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great idea! thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vtemian\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vtemian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vtemian<\/a> <a href=\"https:\/\/www.producthunt.com\/@balajmarius\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"balajmarius\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@balajmarius<\/a> Great idea. This was needed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@vtemian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vtemian<\/a> <a href=\"https:\/\/www.producthunt.com\/@ahmetardal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ahmetardal<\/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>This is such a useful tool for anyone deep into Claude Code workflows. The fact that it captures the full session context \u2014 file edits, bash commands, MCP calls \u2014 and turns it into a shareable URL is exactly what’s been missing. I love that you can embed selected ranges in docs too, not just dump the whole thread. Really smart for code review workflows where the “why” behind changes matters as much as the diff itself. Quick question: are you planning to support any kind of session diffing, like comparing two Claudebin sessions side by side to see how approaches evolved?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! Making Claude Code sessions shareable and navigable feels incredibly useful, especially for PR reviews and async collaboration. How do you handle sensitive data inside sessions, for example API keys, internal URLs, or proprietary code, before generating a public URL? Is there a redaction or review step to prevent accidental leaks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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, @vtemian. Simplifying session exports is key for developers. How do you plan to drive initial ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Claude sessions often include sensitive data via tool output and file reads\u2014what\u2019s your philosophy for safe sharing (redaction, encryption, access control, retention\/deletion), and which security\/privacy tradeoffs did you deliberately make to keep the experience \u201cone command\u201d simple?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This would have saved me hours, but I\u2019m concerned about leaking information. Is there an option to make it private by default? Also, could you implement an agent to pre-process and clean sensitive information from the exported data?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FRGB42YL7JASI6\" class=\"app-title\">Arcmark<\/a><\/p>\n<div class=\"one-liner\">Your bookmarks, attached to any browser as a sidebar<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">185<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Arcmark\u662f\u4e00\u6b3e\u539f\u751fmacOS\u4e66\u7b7e\u7ba1\u7406\u5668\uff0c\u53ef\u5c06\u4e66\u7b7e\u4fa7\u8fb9\u680f\u9644\u7740\u4e8e\u4efb\u4f55\u6d4f\u89c8\u5668\u7a97\u53e3\u65c1\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4e0d\u540c\u6d4f\u89c8\u5668\u95f4\u5207\u6362\u65f6\u7f3a\u4e4f\u9ad8\u6548\u3001\u4e00\u4f53\u5316\u4e66\u7b7e\u7ba1\u7406\u548c\u5feb\u901f\u8bbf\u95ee\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/37c9ba4f-616e-4570-ad2c-4e5c7409cff1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eaebff52-44b3-4166-98e6-69ddf9d6680c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b826030a-808e-46b0-9036-116c669d0c16.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\/8f77feed-7ed6-4e1e-ba17-01023ec9b669.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/0CnRuL2qMfQ\"><source src=\"https:\/\/youtu.be\/0CnRuL2qMfQ\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e66\u7b7e\u7ba1\u7406\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u4fa7\u8fb9\u680f<\/span><br \/>\n <span class=\"tag\">macOS\u539f\u751f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u65e0\u8d26\u6237\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u533a\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Arc\u6d4f\u89c8\u5668\u7075\u611f<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u4fa7\u8fb9\u680f\u8bbe\u8ba1\u5de7\u5999\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4e66\u7b7e\u7ba1\u7406\u5668\u8131\u79bb\u5de5\u4f5c\u6d41\u7684\u75db\u70b9\uff0c\u5e76\u5bf9\u5f00\u6e90\u514d\u8d39\u3001\u672c\u5730\u4f18\u5148\u7b56\u7565\u8868\u793a\u8ba4\u53ef\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u5168\u5c4f\u6a21\u5f0f\u9002\u914d\u3001\u591a\u8bbe\u5907\u540c\u6b65\u7684\u7f3a\u5931\u4ee5\u53ca\u5927\u91cf\u4e66\u7b7e\u4e0b\u7684\u754c\u9762\u6574\u6d01\u5ea6\u3002\u5f00\u53d1\u8005\u56de\u5e94\u79ef\u6781\uff0c\u63d0\u53ca\u672a\u6765\u53ef\u80fd\u901a\u8fc7\u5206\u5c4f\u7b49\u529f\u80fd\u6539\u8fdb\u5168\u5c4f\u4f53\u9a8c\uff0c\u5e76\u5f3a\u8c03\u5f00\u653e\u6570\u636e\u683c\u5f0f\uff08JSON\uff09\u907f\u514d\u7528\u6237\u88ab\u9501\u5b9a\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 Arcmark\u7684\u8bde\u751f\uff0c\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u6d4f\u89c8\u5668\u6f14\u8fdb\u4e2d\u7684\u4e00\u4e2a\u201c\u4f53\u9a8c\u65ad\u5c42\u201d\uff1a\u5f53Arc\u6d4f\u89c8\u5668\u4ee5\u5176\u9769\u547d\u6027\u7684\u4fa7\u8fb9\u680f\u91cd\u65b0\u5b9a\u4e49\u4e86\u6807\u7b7e\u4e0e\u5de5\u4f5c\u7a7a\u95f4\u7ba1\u7406\u540e\uff0c\u7528\u6237\u4e00\u65e6\u79bb\u5f00\u5176\u751f\u6001\uff0c\u4fbf\u77ac\u95f4\u5760\u56de\u5341\u5e74\u524d\u7684\u4e66\u7b7e\u7ba1\u7406\u8303\u5f0f\u3002\u8fd9\u6b3e\u4ea7\u54c1\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u590d\u523b\uff0c\u800c\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u4f53\u9a8c\u79fb\u690d\u624b\u672f\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u201c\u89e3\u8026\u201d\u2014\u2014\u5c06\u4e00\u79cd\u5148\u8fdb\u7684\u4ea4\u4e92\u8303\u5f0f\u4ece\u7279\u5b9a\u7684\u6d4f\u89c8\u5668\uff08Arc\uff09\u4e2d\u5265\u79bb\u51fa\u6765\uff0c\u4f7f\u5176\u6210\u4e3a\u53ef\u9644\u7740\u4e8e\u4efb\u4f55\u6d4f\u89c8\u5668\u7a97\u53e3\u7684\u901a\u7528\u5c42\u3002\u8fd9\u6311\u6218\u4e86\u201c\u529f\u80fd\u5fc5\u987b\u4e0e\u6838\u5fc3\u5e94\u7528\u6df1\u5ea6\u7ed1\u5b9a\u201d\u7684\u4f20\u7edf\u601d\u7ef4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u201c\u672c\u5730\u4f18\u5148\u3001\u5355\u4e00JSON\u6587\u4ef6\u201d\u7684\u67b6\u6784\uff0c\u662f\u53cc\u5203\u5251\u3002\u4e00\u65b9\u9762\uff0c\u5b83\u76f4\u51fb\u5f53\u4e0b\u7528\u6237\u5bf9\u9690\u79c1\u548c\u900f\u660e\u5ea6\u7684\u6e34\u6c42\uff0c\u4ee5\u6781\u7b80\u7684\u6280\u672f\u6808\u5efa\u7acb\u4fe1\u4efb\uff0c\u5e76\u5141\u8bb8\u9ad8\u7ea7\u7528\u6237\u901a\u8fc7Git\u7b49\u5de5\u5177\u81ea\u884c\u5b9e\u73b0\u7248\u672c\u7ba1\u7406\uff0c\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u7b5b\u9009\u76ee\u6807\u7528\u6237\u7684\u5de7\u5999\u8bbe\u8ba1\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u8fd9\u4e5f\u6e05\u6670\u5730\u5212\u5b9a\u4e86\u4ea7\u54c1\u8fb9\u754c\uff1a\u5b83\u4e3b\u52a8\u653e\u5f03\u4e86\u591a\u8bbe\u5907\u5b9e\u65f6\u540c\u6b65\u548c\u4e91\u7aef\u534f\u4f5c\u7684\u60f3\u8c61\uff0c\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u4e00\u4e2a\u7eaf\u7cb9\u7684\u3001\u805a\u7126\u4e8e\u5355\u673a\u6df1\u5ea6\u5de5\u4f5c\u6d41\u7684\u201c\u6548\u7387\u6760\u6746\u201d\u3002\u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u5bf9\u5168\u5c4f\u6a21\u5f0f\u7b49\u95ee\u9898\u7684\u52a1\u5b9e\u56de\u5e94\u53ef\u4ee5\u770b\u51fa\uff0c\u5176\u54f2\u5b66\u662f\u89e3\u51b3\u6838\u5fc3\u573a\u666f\uff08\u7a97\u53e3\u5316\u6d4f\u89c8\uff09\u7684\u4f53\u9a8c\u95ee\u9898\uff0c\u800c\u975e\u8ffd\u6c42\u5927\u800c\u5168\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u5728\u4e8e\u53ef\u6301\u7eed\u6027\u3002\u4f5c\u4e3a\u5f00\u6e90\u514d\u8d39\u5de5\u5177\uff0c\u5b83\u907f\u5f00\u4e86\u5546\u4e1a\u6a21\u5f0f\u7684\u76f4\u63a5\u62f7\u95ee\uff0c\u4f46\u9700\u4f9d\u8d56\u793e\u533a\u70ed\u60c5\u7ef4\u62a4\u3002\u5176\u4f53\u9a8c\u4e25\u91cd\u4f9d\u8d56macOS\u65e0\u969c\u788dAPI\uff0c\u8fd9\u65e2\u662f\u5b9e\u73b0\u5de7\u5999\u7684\u6839\u57fa\uff0c\u4e5f\u6784\u6210\u4e86\u8de8\u5e73\u53f0\u6269\u5f20\u7684\u6280\u672f\u58c1\u5792\u3002\u957f\u8fdc\u770b\uff0cArcmark\u66f4\u50cf\u4e00\u4e2a\u542f\u53d1\u6027\u7684\u201c\u6982\u5ff5\u9a8c\u8bc1\u201d\uff0c\u8bc1\u660e\u4e86\u4fa7\u8fb9\u680f\u4e66\u7b7e\u7ba1\u7406\u4f5c\u4e3a\u72ec\u7acb\u5de5\u5177\u7684\u9700\u6c42\u5b58\u5728\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u4ec5\u5728\u4e8e\u529f\u80fd\u8fed\u4ee3\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u56f4\u7ed5\u90a3\u4e2a\u7b80\u5355\u7684JSON\u6587\u4ef6\uff0c\u5f62\u6210\u4e00\u4e2a\u7531\u9ad8\u7ea7\u7528\u6237\u548c\u5f00\u53d1\u8005\u5171\u5efa\u7684\u3001\u8f7b\u91cf\u7ea7\u5de5\u5177\u751f\u6001\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\">Arcmark<\/span>\n <\/div>\n<div class=\"comment-content\">A native macOS bookmark manager that attaches to any browser window as a sidebar. Open source, free, and local-first. Heavily inspired by Arc Browser’s sidebar.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone! \ud83d\udc4b<br \/>\nReally excited to launch Arcmark on Product Hunt today. As always, huge thanks to @fmerian for hunting! <\/p>\n<p>I’ve been using Arc as my primary browser for a while now. When I tried switching to other browsers, the lack of quality sidebar and link organization was one of the few things I couldn\u2019t replace anywhere else.<\/p>\n<p>So I built Arcmark, it’s a native macOS bookmark manager that attaches to any browser window as a sidebar.<\/p>\n<p>What Arcmark does:<br \/>\n\u273b Attaches as a sidebar to your browser window and follows it around (uses macOS Accessibility APIs). Works with Safari, Chrome, Brave, and others.<\/p>\n<p>\u273b Workspaces + nested folders, drag-and-drop reordering, and custom workspace colors. Heavily inspired by Arc’s sidebar UX.<\/p>\n<p>\u273b Local-first. No accounts, no cloud sync. Everything lives in a single JSON file: ~\/Library\/Application Support\/Arcmark\/data.json<\/p>\n<p>\u273b Import from Arc. You can bring all your pinned tabs and Spaces from Arc with exactly the same folder structure. Probably the easiest way to get started for Arc users. There is also an option to bring Bookmarks from Chrome.<\/p>\n<p>\u273b Works standalone too (even if you don\u2019t want the \u201cattached sidebar\u201d mode).<\/p>\n<p>Arcmark is also fully open source and free. Would really love to hear your thoughts \ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">oss ftw!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@geek_1001 Since everything lives in a single local JSON file, do you see versioning or git-based workflows becoming a feature for power users who want backup + history without cloud sync?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@fmerian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fmerian<\/a> <a href=\"https:\/\/www.producthunt.com\/@geek_1001\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@geek_1001<\/a> Hi Ahmed – this is clever. The sidebar is honestly one of Arc\u2019s strongest ideas, and bringing that experience to any browser fills a real gap.<\/p>\n<p>Local first with a simple JSON store is a nice touch too. Clean and transparent.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on seamless productivity across apps. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Local-first is a strong stance. What tradeoffs did you consciously accept by avoiding accounts\/sync (multi-device, sharing, collaboration), and what\u2019s your philosophy on where Arcmark should stop versus what integrations\/export formats you\u2019ll prioritize to keep users from feeling locked in?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> I’d say the biggest trade-off of not having an account is that I can’t easily sync bookmarks between devices. It’s possible to rely on iCloud and the Apple ecosystem a bit to bring saved bookmarks to the iOS app (which I also might build later), but it doesn’t look straightforward<\/p>\n<p>Right now I’m mainly adding more imports so that it’s easier to try Arcmark (so far I have Arc and Chrome imports). But the format in which Arcmark stores the data is completely open and accessible to anyone. So I hope this way people won’t be locked out at all because it’s just a JSON file that can be parsed easily.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 sidebar-attached approach is genuinely clever. The problem with most bookmark managers is the friction of opening a separate app or tab to access them, which kills the workflow. Having it follow the browser window natively removes that friction completely. Open source and free is the right call for a utility like this too. 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\/@pukha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pukha<\/a> Thank you so much, David! <\/p>\n<p>Yeah, I felt exactly the problem you’re describing. When the bookmark manager is detached from the workflow it turns into a pile of links that you never look at<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>WOW, good luck with the launch! I wonder how long it took to build 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\/@valia_havryliuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@valia_havryliuk<\/a> Thank you so much Valia! \ud83d\ude4f<\/p>\n<p>In total it took me a little over a week, a few hours per day. Definitely faster than I would have expected \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>Would you mind sharing what was your inspiration to buid Arcmark?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lisadziuba\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lisadziuba<\/a> my main motivation was to find a way to finally jump off Arc. I got so used to the structure of having a dedicated workspace for each project in a sidebar as a way to organize bookmarks\/links that I couldn’t have done that before. With Arcmark it’s much easier for me to try other browsers now<\/p>\n<\/p>\n<p>Also, building Arcmark was my excuse to test the latest Codex models more heavily \ud83d\ude05<\/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\">This is clever, but how does this adapt to using a browser in full screen mode?<\/div>\n<div class=\"comment-actions\">\n<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\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> Thanks, Chris! Yeah that’s a tricky problem. For now, it won’t work when the browser is in full-screen, unfortunately. But there are some workarounds I could build in the future: for example, force enable the Split View feature when you launch the browser in full screen. This way macOS would enforce the window to be next to browser.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> Just tested and it does work this way when you place the Arcmark window manually inside the full-screen container, but a better UX would be for the app to detect full-screen mode and do that automatically \ud83d\ude42 <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f616d1a1-a959-4375-b1d9-6c33f81ef849.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, @geek_1001. The local-first approach is great for user trust, but what\u2019s your strategy for user acquisition?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The idea is just SUPERB. I’ve had this in mind for along time and I’ve tried out supasidebar, which is also good, but too buggy at the moment. I hope this project will develop into something GREAT! Thank you for the initiative, all my support to the dev!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jondeir_junior\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jondeir_junior<\/a> Thank you so much! I really appreciate it!<\/p>\n<p>From what I saw, Supasidebar tries to build a more generic sidebar, not just for a single browser but for multiple at a time + allowing you to keep files there too.<br \/>My goal with Arcmark is much simpler. I mainly wanted to have a similar Arc-inspired UX for managing my tabs\/links in another browser. <\/p>\n<\/p>\n<p>Let me know if you find anything missing or have any specific feature requests \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>Visually, it looks cool. But what if I have too many bookmarks? Willit not be so much cluttered?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> I’d usually split them into separate workspaces, so each workspace is extremely focused on a specific purpose\/project. <\/p>\n<\/p>\n<p>For example, I started way back with only the “Work” workspace where I’d place all the work-related links, but then it got a bit out of hand, so I split it into a dedicated workspace per project.<\/p>\n<\/p>\n<p>In Arc I had 35 workspaces and around ~2000 links in total \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/EFULFZJ5FPJCG4\" class=\"app-title\">keychains.dev<\/a><\/p>\n<div class=\"one-liner\">Give AI access to 6754+ APIs with zero credentials exposed<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">176<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3aAI\u4ee3\u7406\u8bbe\u8ba1\u7684\u3001\u901a\u8fc7\u670d\u52a1\u5668\u7aef\u6ce8\u5165\u673a\u5236\u6765\u5b89\u5168\u8c03\u7528\u8d85\u8fc76754\u4e2aAPI\u7684\u51ed\u8bc1\u4ee3\u7406\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u6784\u5efaAI\u5de5\u4f5c\u6d41\u65f6\u56e0\u76f4\u63a5\u66b4\u9732API\u5bc6\u94a5\u800c\u4ea7\u751f\u7684\u5b89\u5168\u4e0e\u4fe1\u4efb\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/00a4444b-a728-449c-af72-2f4645f8eb52.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2313f64c-acc1-4475-ac7a-a9147b0615b1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1bc10bdc-89bd-406d-9c18-e73e44a9bc8c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d50fb73-7013-48d1-bdee-c45e8510a512.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5f15e948-8d86-41fc-bdef-0273d5ea2b79.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\/16b351bd-d51d-445f-9c88-68ee925cdb4a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/1X01U53WA-U\"><source src=\"https:\/\/youtu.be\/1X01U53WA-U\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u51ed\u8bc1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">API\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u96f6\u4fe1\u4efb\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7406\u670d\u52a1\u5668<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5ba1\u8ba1\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">OAuth<\/span><br \/>\n <span class=\"tag\">\u5bc6\u94a5\u6ce8\u5165<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86AI\u4ee3\u7406\u4f7f\u7528\u539f\u59cbAPI\u5bc6\u94a5\u7684\u6838\u5fc3\u5b89\u5168\u75db\u70b9\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1. \u5bf9\u4ee3\u7406\u5c42\u81ea\u8eab\u7684\u6570\u636e\u9690\u79c1\u548c\u4fe1\u4efb\u63d0\u51fa\u7591\u95ee\uff1b2. \u8be2\u95ee\u5ba1\u8ba1\u4e0e\u8ffd\u6eaf\u529f\u80fd\u7684\u5b9e\u73b0\u7ec6\u8282\uff1b3. \u5efa\u8bae\u6269\u5c55\u5230\u4f20\u7edf\u7f51\u7ad9\u5bc6\u7801\u7ba1\u7406\u9886\u57df\u3002\u5f00\u53d1\u8005\u56de\u5e94\u5df2\u5f00\u6e90\u4ee3\u7406\u4ee3\u7801\u5e76\u652f\u6301\u81ea\u6258\u7ba1\u4ee5\u89e3\u51b3\u9690\u79c1\u62c5\u5fe7\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 Keychains.dev\u7684\u6838\u5fc3\u7406\u5ff5\u2014\u2014\u201c\u5c06\u51ed\u8bc1\u4eceAI\u4ee3\u7406\u7684\u4e0a\u4e0b\u6587\u4e2d\u5265\u79bb\u201d\u2014\u2014\u76f4\u6307\u5f53\u524dAI\u4ee3\u7406\u751f\u6001\u6700\u8106\u5f31\u7684\u547d\u95e8\u3002\u5b83\u5e76\u975e\u7b80\u5355\u5730\u5bf9\u5bc6\u94a5\u8fdb\u884c\u52a0\u5bc6\u6216\u6df7\u6dc6\uff0c\u800c\u662f\u5728\u67b6\u6784\u5c42\u9762\u8fdb\u884c\u4e86\u4e00\u6b21\u5f7b\u5e95\u7684\u804c\u8d23\u5206\u79bb\uff1a\u8ba9AI\u4ee3\u7406\u4e13\u6ce8\u4e8e\u903b\u8f91\u4e0e\u51b3\u7b56\uff0c\u800c\u5c06\u654f\u611f\u7684\u51ed\u8bc1\u9a8c\u8bc1\u4e0e\u8c03\u7528\u6743\u9650\u6536\u5f52\u5230\u4e00\u4e2a\u53d7\u63a7\u7684\u3001\u53ef\u5ba1\u8ba1\u7684\u4ee3\u7406\u670d\u52a1\u5c42\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5728\u7406\u8bba\u4e0a\u4f18\u96c5\u5730\u514d\u75ab\u4e86\u56e0\u63d0\u793a\u8bcd\u6ce8\u5165\u3001\u4e0a\u4e0b\u6587\u6cc4\u9732\u6216\u6076\u610f\u63d2\u4ef6\u5bfc\u81f4\u7684\u5bc6\u94a5\u7a83\u53d6\uff0c\u4e3a\u201c\u667a\u80fd\u4f53\u5373\u751f\u4ea7\u529b\u201d\u7684\u613f\u666f\u63d0\u4f9b\u4e86\u4e0d\u53ef\u6216\u7f3a\u7684\u4fe1\u4efb\u57fa\u77f3\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\u9996\u5148\uff0c\u5b83\u5b9e\u8d28\u4e0a\u662f\u5c06\u5b89\u5168\u98ce\u9669\u4ece\u201c\u5206\u6563\u7684AI\u4ee3\u7406\u201d\u8f6c\u79fb\u5e76\u96c6\u4e2d\u5230\u4e86\u201cKeychains\u4ee3\u7406\u5c42\u201d\u3002\u8fd9\u8981\u6c42\u8be5\u670d\u52a1\u5fc5\u987b\u5177\u5907\u94f6\u884c\u7ea7\u7684\u5b89\u5168\u6027\u4e0e\u53ef\u9760\u6027\uff0c\u5426\u5219\u5c06\u6210\u4e3a\u66f4\u8bf1\u4eba\u7684\u5355\u70b9\u653b\u51fb\u76ee\u6807\u3002\u521b\u59cb\u4eba\u5173\u4e8e\u5f00\u6e90\u548c\u5141\u8bb8\u81ea\u6258\u7ba1\u201c\u536b\u661f\u4ee3\u7406\u201d\u7684\u56de\u5e94\u662f\u660e\u667a\u7684\u7b2c\u4e00\u6b65\uff0c\u4f46\u8fd9\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4e5f\u6d88\u89e3\u4e86\u5176\u4f5c\u4e3a\u7edf\u4e00\u6258\u7ba1\u670d\u52a1\u7684\u4fbf\u5229\u6027\u4f18\u52bf\uff0c\u5c06\u5b89\u5168\u8d23\u4efb\u90e8\u5206\u8f6c\u56de\u7ed9\u4e86\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u6210\u529f\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u751f\u6001\u7684\u6784\u5efa\u3002\u5176\u4ef7\u503c\u4e0e\u652f\u6301\u7684API\u6570\u91cf\uff08\u76ee\u524d\u5ba3\u79f06754+\uff09\u548c\u6613\u7528\u6027\uff08\u5982`keychains curl`\u8fd9\u6837\u7684\u65e0\u7f1d\u66ff\u6362\uff09\u76f4\u63a5\u6b63\u76f8\u5173\u3002\u8fd9\u8981\u6c42\u56e2\u961f\u5fc5\u987b\u6301\u7eed\u8fdb\u884c\u7e41\u91cd\u7684\u96c6\u6210\u4e0e\u7ef4\u62a4\u5de5\u4f5c\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u6269\u5c55\u81f3\u4f20\u7edf\u7f51\u7ad9\u5bc6\u7801\u7ba1\u7406\u7684\u5efa\u8bae\uff0c\u770b\u4f3c\u662f\u5408\u7406\u7684\u4ea7\u54c1\u5ef6\u4f38\uff0c\u5b9e\u5219\u53ef\u80fd\u6a21\u7cca\u5176\u6838\u5fc3\u6218\u573a\u2014\u2014\u5f00\u53d1\u8005\u4e0eAPI\u3002\u90a3\u662f\u4e00\u4e2a\u4e0e1Password\u7b49\u6210\u719f\u5bc6\u7801\u7ba1\u7406\u5668\u5b8c\u5168\u4e0d\u540c\u7684\u3001\u66f4\u590d\u6742\uff08\u6d89\u53ca\u52a8\u6001\u4f1a\u8bdd\u4e0e\u53cd\u722c\u673a\u5236\uff09\u7684\u9886\u57df\uff0c\u76f2\u76ee\u6269\u5f20\u53ef\u80fd\u5bfc\u81f4\u8d44\u6e90\u5206\u6563\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cKeychains.dev\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u5feb\u901f\u589e\u957f\u4e14\u75db\u70b9\u660e\u786e\u7684\u65b0\u5174\u5e02\u573a\u3002\u5b83\u7684\u51fa\u73b0\u4e0d\u662f\u7ec8\u70b9\uff0c\u800c\u662f\u6807\u5fd7\u7740AI\u5e94\u7528\u5f00\u53d1\u4ece\u201c\u91ce\u86ee\u751f\u957f\u201d\u5411\u201c\u5de5\u7a0b\u5316\u4e0e\u5b89\u5168\u6cbb\u7406\u201d\u6f14\u8fdb\u7684\u5173\u952e\u8282\u70b9\u3002\u5176\u957f\u671f\u4ef7\u503c\u4e0d\u5728\u4e8e\u662f\u5426\u6210\u4e3a\u53e6\u4e00\u4e2a\u201c\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u5b9a\u4e49\u5e76\u6210\u4e3aAI\u4ee3\u7406\u65f6\u4ee3\u201c\u96f6\u4fe1\u4efb\u5b89\u5168\u8303\u5f0f\u201d\u7684\u4e8b\u5b9e\u6807\u51c6\u3002\u8fd9\u6761\u8def\u5145\u6ee1\u6311\u6218\uff0c\u4f46\u65b9\u5411\u65e0\u7591\u662f\u6b63\u786e\u7684\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">keychains.dev<\/span>\n <\/div>\n<div class=\"comment-content\">Keychains.dev is a secure credential proxy for AI agents. Use “keychains curl” as a drop-in for curl \u2014 just replace hard-coded credentials with template variables like {{GITHUB_TOKEN}}. Keychains injects real credentials server-side. Your agent never sees raw secrets \u2014 immune to prompt injection by design. Users approve each permission with one click and can revoke access anytime. Full audit trail. Works with 11,000+ API providers (OAuth, API keys, basic auth).<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! Happy to be hunting Keychains.dev today.<\/p>\n<p>**Clawbot** and **OpenClaw** are incredible tools for giving AI agents real-world capabilities. But they both share the same concern: **”Wait, the agent has my raw API keys?”**<\/p>\n<p>Prompt injection, leaked context windows, malicious plugins \u2014 once your credentials are in an agent’s memory, you’ve lost control. A lot of people hold back from adopting agentic workflows because of this.<\/p>\n<p>**Keychains.dev** solves exactly this problem with an elegant approach:<\/p>\n<p>Your agent uses `keychains curl` instead of `curl`. Instead of hard-coding secrets, you use template variables like `{{GITHUB_TOKEN}}`. Keychains injects the real credentials **server-side** \u2014 the agent never sees them.<\/p>\n<p>If you’ve been building with AI agents but felt uneasy about the security side, this is the missing piece. It’s the kind of trust layer that makes the whole agentic ecosystem viable.<\/p>\n<p>Give it a try \u2014 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>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\/@albn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@albn<\/a> Hi Alban, this tackles one of the biggest blockers for agent adoption. Giving agents raw API keys has always felt like crossing a line.<\/p>\n<p>Injecting credentials server side while keeping them out of the agent\u2019s context is a smart trust layer. This makes real world agent workflows much more viable.<\/p>\n<p>I\u2019m building Ahsk app , a macOS AI assistant focused on secure, in flow AI use. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">How do you think about trust and privacy tradeoffs in the proxy layer\u2014what data must you see to inject auth and provide an audit trail, and what design choices let teams keep request\/response bodies out of your infrastructure?<\/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\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> That’s a great question. Got the same feedback from a few users past Wednesday. What I did for now is that I split the credentials pipeline from the data pipeline and open sourced the proxy so you can deploy your own proxy as a user. I called it “Satellite proxy” –> you host your own copy of our proxy on Vercel, it’s the only one seeing request bodies and response data, and it calls <a href=\"https:\/\/keychains.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">keychains.dev<\/a> only to resolve credentials.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6661ee19-be05-474e-8d2b-a51289c70150.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>I imagine I could do the same kind of trick to let you store your own API keys (except OAuth) so they never touch our servers.<br \/>If you have better ideas on this I’d love to implement them!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on launch! Love the secure proxy model and zero\u2011secret agent design.<\/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>Thanks <a href=\"https:\/\/www.producthunt.com\/@elior_1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elior_1<\/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>This is a great idea. Have you thought about expanding it to also support traditional website passwords, so agents couldn\u2019t access those either? Curious whether you see this eventually replacing tools like 1Password, or staying focused purely on developer\/API secrets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@bricohen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bricohen<\/a> I’d love to do websites passwords. A bit more tricky though. <br \/>IMHO the next step could be to offer website owners a SDK as simple to use as Clerk (and if possible, compatible) to offer safe agent-oriented login in browser –> would love to work on that!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice product ! Keep building <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dagher_jade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dagher_jade<\/a> Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>good luck with your launch ! <a href=\"https:\/\/www.producthunt.com\/@severin__\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"severin__\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@severin__<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@baptiste1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@baptiste1<\/a> !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Server-side secret injection feels like a clean abstraction for agent security. How do you handle auditing and traceability? For example, can teams see which agent session accessed which credential and what request was ultimately made, without exposing the secret itself?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launching, @severin__. The secure approach to managing credentials is impressive. How do you plan to drive initial ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Thanks <a href=\"https:\/\/www.producthunt.com\/@albn\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"albn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@albn<\/a> !<\/p>\n<p>I’ve made <a href=\"https:\/\/keychains.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">keychains.dev<\/a> to be able to use the limitless power of AI agents like OpenClaw, without having afterthoughts about if it’s properly keeping my passwords and credentials safe.<\/p>\n<p>Feels more safer now.<br \/>@community I’d love your feedback on it. Let’s make agents safe!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/Q6Z75BNJZYPHZI\" class=\"app-title\">Guideless<\/a><\/p>\n<div class=\"one-liner\">Create AI-narrated software video guides in minutes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">155<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Guideless \u662f\u4e00\u6b3e\u80fd\u5feb\u901f\u521b\u5efaAI\u65c1\u767d\u8f6f\u4ef6\u89c6\u9891\u6307\u5357\u7684\u5de5\u5177\uff0c\u901a\u8fc7\u6781\u7b80\u64cd\u4f5c\u4e0eAI\u4f18\u5316\uff0c\u89e3\u51b3\u4e86\u4f01\u4e1a\u5236\u4f5c\u9ad8\u8d28\u91cf\u4ea7\u54c1\u6f14\u793a\u3001\u5ba2\u6237\/\u5458\u5de5\u57f9\u8bad\u89c6\u9891\u65f6\u6d41\u7a0b\u7e41\u7410\u3001\u4ea7\u51fa\u6548\u679c\u5e73\u5eb8\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a39600eb-21a0-46bd-a5ff-4b3e190d23f4.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\/3cac0a10-3940-43fa-9de9-914497917f87.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\/be601646-fb1e-493f-879e-af002056fe84.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\/e5ad841c-1a76-43d9-9906-3f8511473ce5.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\/cc1fae88-b275-4941-9794-93ab326f28d4.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\/ca9a32b6-3628-44dc-b84d-93113969ad78.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/Wko3OGZ4rAc\"><source src=\"https:\/\/youtu.be\/Wko3OGZ4rAc\" 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\">Maker Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8f6f\u4ef6\u6f14\u793a\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5bfc\u89c8<\/span><br \/>\n <span class=\"tag\">\u5458\u5de5\u57f9\u8bad<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237 onboarding<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u914d\u97f3<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5b57\u5e55<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u5f55\u5236<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u63d0\u5347<\/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\u7b80\u6d01UX\u4e0e\u4f18\u8d28\u8f93\u51fa\uff0c\u5c24\u5176\u5173\u6ce8\u591a\u8bed\u8a00AI\u914d\u97f3\u7684\u51c6\u786e\u6027\u4e0e\u81ea\u7136\u5ea6\u3002\u6838\u5fc3\u95ee\u9898\u96c6\u4e2d\u5728\uff1a1. \u5f55\u5236\u540e\u7f16\u8f91\u7075\u6d3b\u6027\uff08\u5982\u4fee\u6539\u811a\u672c\u540e\u80fd\u5426\u91cd\u751f\u6210\u8bed\u97f3\uff09\uff1b2. \u5bf9\u590d\u6742\/\u5206\u652f\u5de5\u4f5c\u6d41\u7684\u652f\u6301\uff1b3. \u81ea\u52a8\u5316\u4e0eAPI\u96c6\u6210\u53ef\u80fd\u6027\uff08\u5982CI\/CD\u89e6\u53d1\u3001\u6279\u91cf\u5bfc\u51fa\uff09\uff1b4. \u4ece\u201c\u8282\u7701\u65f6\u95f4\u201d\u5230\u201c\u51cf\u5c11\u5ba2\u6237\u6d41\u5931\u201d\u7684\u4ef7\u503c\u5b9a\u4f4d\u8f6c\u53d8\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Guideless \u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u8d5b\u9053\uff1a\u8f6f\u4ef6\u64cd\u4f5c\u6307\u5357\u5236\u4f5c\u3002\u5176\u5ba3\u79f0\u7684\u201c\u53cd\u81c3\u80bf\u201d\u54f2\u5b66\u548c\u201c\u9ed8\u8ba4\u4f18\u8d28\u8f93\u51fa\u201d\u7684\u5b9a\u4f4d\uff0c\u662f\u4e00\u6b21\u7cbe\u51c6\u7684\u5dee\u5f02\u5316\u7a81\u56f4\u3002\u73b0\u6709\u5de5\u5177\u8981\u4e48\u5982Loom\u822c\u901a\u7528\u4f46\u9700\u540e\u671f\u91cd\u5ea6\u526a\u8f91\uff0c\u8981\u4e48\u5982\u4f20\u7edf\u4ea4\u4e92\u5f0f\u5bfc\u89c8\uff08walkthrough\uff09\u5de5\u5177\u529f\u80fd\u7e41\u6742\u5374\u4ea7\u51fa\u751f\u786c\u3002Guideless \u8bd5\u56fe\u7528AI\u914d\u97f3+\u81ea\u52a8\u5b57\u5e55\u7684\u201c\u6280\u672f\u7ec4\u5408\u62f3\u201d\u6765\u540c\u65f6\u4f18\u5316\u5236\u4f5c\u4f53\u9a8c\u4e0e\u89c2\u770b\u4f53\u9a8c\uff0c\u8fd9\u6293\u4f4f\u4e86\u5185\u5bb9\u751f\u4ea7\u4ece\u201c\u53ef\u5236\u4f5c\u201d\u5230\u201c\u613f\u5236\u4f5c\u201d\u7684\u5173\u952e\u8dc3\u8fc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u6280\u672f\u4f18\u52bf\u7684\u62a4\u57ce\u6cb3\u5e76\u4e0d\u6df1\u3002AI\u8bed\u97f3\u548c\u5b57\u5e55\u751f\u6210\u5df2\u662f\u6210\u719f\u80fd\u529b\uff0c\u5176\u6838\u5fc3\u7ade\u4e89\u529b\u5c06\u8fc5\u901f\u4ece\u201c\u6709\u65e0\u201d\u8f6c\u5411\u201c\u4f18\u52a3\u201d\u548c\u201c\u96c6\u6210\u6df1\u5ea6\u201d\u3002\u7528\u6237\u5bf9\u975e\u82f1\u8bed\u8bed\u97f3\u51c6\u786e\u6027\u7684\u8ffd\u95ee\uff0c\u4ee5\u53ca\u5bf9\u590d\u6742\u5de5\u4f5c\u6d41\u652f\u6301\u7684\u7591\u8651\uff0c\u76f4\u6307\u4ea7\u54c1\u5728\u771f\u5b9e\u3001\u590d\u6742\u4f01\u4e1a\u573a\u666f\u4e2d\u7684\u6210\u719f\u5ea6\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u65e9\u671f\u7528\u6237\u5df2\u4e0d\u6ee1\u8db3\u4e8e\u5355\u6b21\u5236\u4f5c\u6548\u7387\u63d0\u5347\uff0c\u800c\u662f\u6e34\u6c42\u5c06\u5176\u5d4c\u5165\u5f00\u53d1\u4e0e\u8fd0\u8425\u6d41\u7a0b\uff08API\u3001\u81ea\u52a8\u5316\uff09\uff0c\u8fd9\u63ed\u793a\u4e86\u5de5\u5177\u7c7b\u4ea7\u54c1\u5411\u5e73\u53f0\u5316\u3001\u57fa\u7840\u8bbe\u65bd\u5316\u6f14\u8fdb\u7684\u538b\u529b\u3002\u6700\u540e\uff0c\u90a3\u6761\u5173\u4e8e\u201c\u4ece\u8282\u7701\u65f6\u95f4\u8f6c\u5411\u51cf\u5c11\u6d41\u5931\u201d\u7684\u8bc4\u8bba\u53ef\u8c13\u4e00\u9488\u89c1\u8840\u3002\u5f53\u524d\u5b9a\u4f4d\u6613\u9677\u5165\u4e0e\u73b0\u6709\u5de5\u5177\u8fdb\u884c\u201c\u529f\u80fd\u5bf9\u6bd4\u201d\u548c\u201c\u5de5\u65f6\u8ba1\u7b97\u201d\u7684\u6027\u4ef7\u6bd4\u7ea2\u6d77\uff0c\u800c\u5c06\u5176\u4ef7\u503c\u951a\u5b9a\u5728\u201c\u63d0\u5347\u7528\u6237\u7559\u5b58\u201d\u3001\u201c\u964d\u4f4e\u57f9\u8bad\u6210\u672c\u201d\u7b49\u4f01\u4e1a\u6838\u5fc3\u6307\u6807\u4e0a\uff0c\u624d\u80fd\u89e6\u53ca\u51b3\u7b56\u8005\u7684\u771f\u6b63\u75db\u70b9\uff0c\u6253\u5f00\u66f4\u5927\u7684\u5e02\u573a\u7a7a\u95f4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b80\u8a00\u4e4b\uff0cGuideless \u5f00\u5c40\u5c55\u73b0\u4e86\u51fa\u8272\u7684\u4ea7\u54c1\u601d\u7ef4\u548c\u7528\u6237\u4f53\u9a8c\u805a\u7126\uff0c\u4f46\u8981\u5728\u4f01\u4e1a\u7ea7\u5e02\u573a\u7ad9\u7a33\u811a\u8ddf\uff0c\u5b83\u5fc5\u987b\u5c3d\u5feb\u8bc1\u660e\u5176AI\u8f93\u51fa\u7684\u201c\u9c81\u68d2\u6027\u201d\uff0c\u6784\u5efa\u8d77\u5de5\u4f5c\u6d41\u201c\u8fde\u63a5\u6027\u201d\uff0c\u5e76\u5b8c\u6210\u4ef7\u503c\u53d9\u4e8b\u7684\u201c\u6218\u7565\u5347\u7ea7\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\">Guideless<\/span>\n <\/div>\n<div class=\"comment-content\">We built Guideless out of frustration with existing walkthrough tools. Everything we tried felt bloated with unnecessary features and still produced mediocre output. So we obsessed over UX and output quality. We built effortless capture with auto-generated captions, added AI refinements, and a wide selection of natural-sounding, multi-language AI voiceovers. The result is on-brand guides that look clean, sound premium by default, and can be instantly shared, embedded, or exported to MP4.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone,<\/p>\n<p>We built Guideless to make software walkthroughs that are actually pleasant to create and deliver premium-quality output.<\/p>\n<p>If you regularly onboard employees, educate customers, or explain your product, we\u2019d love for you to try Guideless and share your feedback.<\/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\/@evaldasb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@evaldasb<\/a> Very interesting product! this is exactly what I need right now<\/p>\n<p>We constantly create product demos and onboarding videos, and polishing them takes way too much time. The AI voice + auto subtitles combo is a strong value prop.<\/p>\n<p>Curious how do you handle editing after recording?<\/p>\n<p>Can we tweak the script and regenerate the voice without re-recording the screen?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@evaldasb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@evaldasb<\/a> -Hi Evaldas love the positioning. Most walkthrough tools feel clunky either to build or to experience, so focusing on both creator workflow and premium output makes sense.<\/p>\n<p>Clean onboarding and product education can really change retention.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on helping teams work more smoothly across apps. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on launch! Love the focused UX, crisp output, and AI-powered polishing.<\/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>thanks<a href=\"https:\/\/www.producthunt.com\/@elior_1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elior_1<\/a>, it means a ton to hear 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><a href=\"https:\/\/www.producthunt.com\/@evaldasb\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"evaldasb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@evaldasb<\/a> japanese demo just killed me man amazing <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ponikarovskii\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ponikarovskii<\/a> haha, nice! I was debating with Guideless co-founder whether this is a good idea. Happy we’ve decided to give it a shot \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This could be great for onboarding. Does it work for documenting internal processes too? We spend a lot of time creating training materials for new team members.<\/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>glad to hear<a href=\"https:\/\/www.producthunt.com\/@iris_serra2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iris_serra2<\/a>! Yes, basically you can capture any web app workflow instantly and enrich your training materials for new team members. In fact, employee training is one of the core use cases for Guideless. You can find some examples in our gallery <a href=\"https:\/\/guideless.ai\/gallery\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/guideless.ai\/gallery\/<\/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>Happy launch day babes! <\/p>\n<p>Quick questions here : <\/p>\n<ul>\n<li>\n<p>Multi-language AI voices sound great, but does it auto-translate the script when switching voices\/languages, or do we edit manually? How natural\/accurate are non-English voices (e.g., French for Quebec users, Spanish, etc.)? Any bulk export for localized versions or API to generate variants programmatically?<\/p>\n<\/li>\n<\/ul>\n<ul>\n<li>\n<p>For embedding in SaaS products (e.g., auto-generate\/update guides on feature release via CI\/CD, or trigger from user actions): Is there an API (or planned) to capture flows programmatically, generate narrated videos server-side, or pull\/export guides? Any webhooks for async processing or Zapier\/Make support for automation?<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>thanks, <a href=\"https:\/\/www.producthunt.com\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> !<\/p>\n<ul>\n<li>\n<p>It doesn’t auto translate, but Guideless has the “Refine” feature. It take just a prompt “translate to French” and your whole script will be translated instantly.<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b92b6c4d-87db-4724-81cf-060a28f8207b.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<ul>\n<li>\n<p>In terms of voiceover accuracy, I’ve been checking with many different native speakers (French, Spanish, Portuguese, Brazilian Portuguese, even Japanese for this PH launch). Some voiceovers are better than others, but it seems it does the job very well. The one thing is clear – it will only get better over time. Shoutout to <a href=\"https:\/\/www.producthunt.com\/products\/cartesia-sonic\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"cartesia-sonic\" target=\"_blank\" rel=\"noopener\">@Cartesia Sonic<\/a> for enabling this!<\/p>\n<\/li>\n<li>\n<p>For now we support a simple embed code generation, but I’d really like to hear more about the use cases you have in mind (sent you a LinkedIn connection request).<\/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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Focusing on output quality instead of feature bloat is refreshing, especially in the walkthrough space. How do you ensure the auto-generated captions and AI refinements stay accurate for more complex workflows or niche tools, where small wording mistakes could confuse users instead of helping them?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Many teams can already produce guides using a mix of Loom + docs or screenshot-based SOP tools\u2014what are the specific switching triggers you\u2019ve seen (quality, time-to-publish, update cost, analytics), and which of those turned out to matter most in real trials?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> the honest answer – we’re so early in our journey I don’t know yet which of your mentioned features matter the most in trials! However, we’ve been focusing on the core + UX + output quality. We’re convinced that this matter the most, and we’ve been hearing feedback supporting this from some of our most active paying 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! Guideless looks slick.<\/p>\n<p>Quick feedback: Your tech is 10\/10, but I think you’re leaving money on the table by focusing on \u201csaving time\u201d instead of \u201creducing churn\u201d.<\/p>\n<p>Founders care way more about retaining users through better onboarding than the minutes spent making the guide. <\/p>\n<p>I do this for a living at franvimktg, happy to share some copy tweaks to help you nail that must have positioning!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>thanks,<a href=\"https:\/\/www.producthunt.com\/@franco_vidal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@franco_vidal<\/a> for your feedback! Would really appreciate some copy tweak suggestions. Let’s connect on LinkedIn or X<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 you handle products that have complex, branching workflows? That’s usually where these tools break down. Also, why is the demo in Japanese? \ud83d\ude04 Curious to see a B2B SaaS example.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@hovhannes_h\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hovhannes_h<\/a> you can capture any web app workflow, capturing nicely follows you through different browser tabs. You can also add steps manually. Give it a try! Japanese was a bit random choice just to showcase that Guideless really does the job for multi-language demos \ud83d\ude00 In our gallery you will find plenty of examples in English, mostly B2B SaaS <a href=\"https:\/\/guideless.ai\/gallery\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/guideless.ai\/gallery\/<\/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>Great product! can i use it to make a guide for my webapp agentready.cloud? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@christian_b_1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_b_1<\/a> thanks! yes, you can capture any web app workflow. Check some example here <a href=\"https:\/\/guideless.ai\/gallery\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/guideless.ai\/gallery\/<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/QMLUMB23QFP5AE\" class=\"app-title\">NotchPrompt<\/a><\/p>\n<div class=\"one-liner\">The invisible teleprompter that lives in your MacBook Notch.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">137<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>NotchPrompt\u662f\u4e00\u6b3e\u5229\u7528MacBook\u5218\u6d77\u5c4f\u533a\u57df\u663e\u793a\u63d0\u8bcd\u7a3f\u7684\u9690\u5f62\u63d0\u8bcd\u5668\uff0c\u5728\u89c6\u9891\u4f1a\u8bae\u3001\u7ebf\u4e0a\u6f14\u793a\u7b49\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u7528\u6237\u56e0\u67e5\u770b\u7b14\u8bb0\u800c\u4e2d\u65ad\u773c\u795e\u4ea4\u6d41\u3001\u5f71\u54cd\u4e13\u4e1a\u8868\u73b0\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/4b830215-ee22-4cfa-8ad6-4bedc964df43.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/LdPah_BVe7Q\"><source src=\"https:\/\/youtu.be\/LdPah_BVe7Q\" 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\/c82a5a4e-5072-4ab7-9b31-2121cac0bdbf.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\">GitHub<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u9690\u5f62\u63d0\u8bcd\u5668<\/span><br \/>\n <span class=\"tag\">MacBook\u4e13\u5c5e\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u4f1a\u8bae\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u6f14\u8bb2\u63d0\u8bcd<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u5171\u4eab\u9690\u8eab<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u773c\u795e\u63a5\u89e6\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">Swift\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u5229\u7528\u5218\u6d77\u5c4f\u7684\u5de7\u601d\u548c\u201c\u5c4f\u5e55\u5171\u4eab\u9690\u8eab\u201d\u7684\u6838\u5fc3\u529f\u80fd\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u90e8\u5206\u5b98\u7f51\/GitHub\u94fe\u63a5\u5931\u6548\uff1b\u8be2\u95ee\u81ea\u52a8\u6eda\u52a8\u662f\u5426\u652f\u6301\u5b9e\u65f6\u8bed\u901f\u540c\u6b65\uff1b\u5916\u90e8\u6444\u50cf\u5934\u517c\u5bb9\u6027\uff1b\u4ee5\u53ca\u5982\u4f55\u5904\u7406\u6f14\u793a\u4e2d\u7684\u4e2d\u65ad\u3001\u8df3\u8f6c\u7b49\u4e92\u52a8\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 NotchPrompt\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5c06\u786c\u4ef6\u201c\u7f3a\u9677\u201d\u8f6c\u5316\u4e3a\u529f\u80fd\u8f7d\u4f53\uff0c\u5176\u771f\u6b63\u7684\u4ea7\u54c1\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u63d0\u8bcd\u201d\uff0c\u800c\u662f\u201c\u9690\u5f62\u201d\u3002\u5b83\u7cbe\u51c6\u5207\u4e2d\u4e86\u8fdc\u7a0b\u6c9f\u901a\u4e2d\u4e00\u4e2a\u9690\u79d8\u800c\u5173\u952e\u7684\u75db\u70b9\uff1a\u4fe1\u4efb\u611f\u5efa\u7acb\u3002\u89c2\u4f17\u900f\u8fc7\u6444\u50cf\u5934\u611f\u77e5\u5230\u7684\u773c\u795e\u6e38\u79fb\uff0c\u672c\u8d28\u662f\u4e00\u79cd\u6ce8\u610f\u529b\u6da3\u6563\u6216\u4e0d\u81ea\u4fe1\u7684\u4fe1\u53f7\u3002\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\uff08\u5206\u5c4f\u3001\u5916\u7f6e\u63d0\u8bcd\u5668\uff09\u8981\u4e48\u6280\u672f\u95e8\u69db\u9ad8\uff0c\u8981\u4e48\u6781\u6613\u88ab\u89c2\u4f17\u5bdf\u89c9\uff0c\u53cd\u800c\u52a0\u5267\u4e86\u4e0d\u4e13\u4e1a\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n NotchPrompt\u7684\u201c\u9690\u5f62\u201d\u662f\u53cc\u5411\u7684\uff1a\u5bf9\u7528\u6237\uff0c\u5b83\u901a\u8fc7\u4f4d\u7f6e\u8bbe\u8ba1\u6700\u5c0f\u5316\u773c\u7403\u79fb\u52a8\uff0c\u7ef4\u6301\u4e86\u201c\u6ce8\u89c6\u6444\u50cf\u5934\u201d\u7684\u751f\u7406\u884c\u4e3a\uff1b\u5bf9\u89c2\u4f17\uff0c\u5c24\u5176\u5728\u5c4f\u5e55\u5171\u4eab\u65f6\uff0c\u5b83\u901a\u8fc7\u5e95\u5c42\u6e32\u67d3\u6280\u672f\u5f7b\u5e95\u9690\u85cf\u4e86\u63d0\u8bcd\u754c\u9762\uff0c\u7ef4\u62a4\u4e86\u6f14\u793a\u8005\u201c\u4e86\u7136\u4e8e\u80f8\u201d\u7684\u5fc3\u7406\u5370\u8c61\u3002\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u7ba1\u7406\u89c2\u4f17\u7684\u8ba4\u77e5\u2014\u2014\u5c06\u6280\u672f\u8f85\u52a9\u5b8c\u7f8e\u4f2a\u88c5\u6210\u4e2a\u4eba\u80fd\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5c40\u9650\u6027\u540c\u6837\u660e\u663e\u3002\u5b83\u672c\u8d28\u662f\u89e3\u51b3\u201c\u6d41\u7545\u6717\u8bfb\u201d\u7684\u5de5\u5177\uff0c\u800c\u975e\u201c\u4e92\u52a8\u6f14\u8bb2\u201d\u7684\u52a9\u624b\u3002\u9ad8\u9636\u6f14\u793a\u4e2d\u7684\u5373\u5174\u53d1\u6325\u3001\u95ee\u7b54\u4e92\u52a8\u3001\u8282\u594f\u8c03\u6574\uff0c\u8fdc\u975e\u56fa\u5b9a\u6eda\u52a8\u6587\u672c\u6240\u80fd\u5e94\u5bf9\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4e2d\u65ad\u4e0e\u8df3\u8f6c\u201d\u7684\u63d0\u95ee\uff0c\u6070\u6070\u6233\u4e2d\u4e86\u5176\u4f5c\u4e3a\u201c\u63d0\u8bcd\u5668\u201d\u800c\u975e\u201c\u6f14\u8bb2\u6559\u7ec3\u201d\u7684\u5929\u82b1\u677f\u3002\u6b64\u5916\uff0c\u5b83\u5bf9\u786c\u4ef6\u751f\u6001\uff08MacBook\u5218\u6d77\u5c4f\uff09\u7684\u6df1\u5ea6\u7ed1\u5b9a\uff0c\u4e5f\u9650\u5236\u4e86\u7528\u6237\u7fa4\u4f53\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u6781\u5177\u5de7\u601d\u7684\u201c\u5355\u70b9\u6781\u81f4\u201d\u578b\u4ea7\u54c1\uff0c\u4ee5\u6781\u7b80\u65b9\u6848\u89e3\u51b3\u4e86\u7279\u5b9a\u573a\u666f\u4e0b\u7684\u663e\u6027\u75db\u70b9\u3002\u4f46\u5176\u5929\u82b1\u677f\u8f83\u4f4e\uff0c\u66f4\u50cf\u4e00\u4e2a\u4f18\u96c5\u7684\u201c\u529f\u80fd\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u5e7f\u9614\u7684\u201c\u5e73\u53f0\u201d\u3002\u5b83\u7684\u6210\u529f\uff0c\u662f\u5de5\u7a0b\u601d\u7ef4\u4e0e\u7528\u6237\u4f53\u9a8c\u6d1e\u5bdf\u7684\u7ed3\u5408\uff0c\u63d0\u9192\u6211\u4eec\uff1a\u771f\u6b63\u7684\u521b\u65b0\u6709\u65f6\u4e0d\u5728\u4e8e\u589e\u52a0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u5982\u4f55\u8ba9\u5fc5\u8981\u7684\u8f85\u52a9\u6d88\u5931\u4e0d\u89c1\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\">NotchPrompt<\/span>\n <\/div>\n<div class=\"comment-content\">Stop looking down at your notes. NotchPrompt wraps your script directly around the MacBook camera notch, so you maintain perfect eye contact while reading. \ud83d\udc41\ufe0f The killer feature? It is 100% invisible during screen sharing. Your audience on Zoom\/Meet\/Teams sees a clean desktop; only YOU see the text. Native Swift & SwiftUI Hardware-integrated Auto-scroll & Hotkeys 100% Free & Open Source.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I fixed the “awkward eye contact” problem on Zoom.<\/p>\n<p>Hi Product Hunt! \ud83d\udc4b<\/p>\n<p>I\u2019m Ali. I built NotchPrompt because I hate the trade-off in video calls:<\/p>\n<p>Look at my notes (and lose eye contact).<\/p>\n<p>Look at the camera (and forget what I want to say).<\/p>\n<p>I realized the MacBook Notch is actually the perfect place for text\u2014it’s right next to the camera.<\/p>\n<p>So I built a native macOS app that wraps your script around the notch. It keeps your eyes locked on the lens, making you look like you have the whole pitch memorized.<\/p>\n<p>The hardest part to build? Making it invisible. I spent weeks engineering it so you can share your screen on Zoom\/Meet without the audience seeing the prompter overlay.<\/p>\n<p>It is 100% Free and Open Source.<\/p>\n<p>I\u2019d love your feedback on:<\/p>\n<p>The scrolling speed (is the auto-scroll natural?)<\/p>\n<p>The “Invisible” mode (try sharing your screen!)<\/p>\n<p>Let me know what you think! \ud83d\ude80<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aliarain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aliarain<\/a> links on the website are not working (free or paid plan)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@aliarain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aliarain<\/a> , your links don’t work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aliarain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aliarain<\/a> Hi Ali, this is such a smart use of the notch. The eye contact trade off is real, especially during pitches and demos. Wrapping the script around the camera instead of looking off screen makes total sense.<\/p>\n<p>The invisible screen share mode is a strong detail too.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on helping people work and present more smoothly. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@aliarain\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"aliarain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aliarain<\/a> ! \ud83c\udf89 Keeping eyes locked on the camera during a pitch is such an underrated problem to solve. The \u201cInvisible\u201d mode alone is a killer feature. Quick question on the auto-scroll: does it sync to your speaking pace in real time, or is it a fixed speed you set manually before the call?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jerrybyday\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jerrybyday<\/a> Thanks, Jeremiah. I just built this as I was having issues with looking at the script. didn’t think of any new features too.<br \/>I guess i have to add them right now too. Haha <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice project ! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@vincentpruv\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vincentpruv<\/a> Thanks Vincent!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Haha, this is really a genius design<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Question: Is it possible to move this around at all because I have the iContact cam that hangs down a little bit lower, but I’m still looking for a teleprompter that I can place in the perfect spot. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love this concept so much. Eye contact matters and memorizing scripts is a challenge. But do you have a response to this notice I got from trying to open the application?<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/013044b9-68a6-4db7-a686-10492f2dcc0a.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">In live calls the hard part isn\u2019t reading a script, it\u2019s handling interruptions and pivots\u2014what does an ideal NotchPrompt workflow look like for jumping between sections, pausing\/resuming, and recovering your place without breaking presence?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 such a sharp use of the notch. Fellow Swift\/SwiftUI builder here and I genuinely appreciate the elegance of this \u2014 you took something most people treat as dead space and turned it into a utility layer. The invisible-during-screen-sharing feature is the real killer insight. Most presenters look down at their notes constantly, which breaks trust with the audience. This solves that without any hardware. Congrats on shipping 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the idea! Both the CTAs on your website and link to Github don’t work. You guys working on something?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@john_shum\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@john_shum<\/a> Yes, I was updating the codebase , You can now Download it and use it for Free<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/GDCMX3AS6I4PCC\" class=\"app-title\">Repaint<\/a><\/p>\n<div class=\"one-liner\">Build a website by chatting with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">110<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Repaint\u662f\u4e00\u6b3e\u901a\u8fc7AI\u5bf9\u8bdd\u81ea\u52a8\u6784\u5efa\u4e13\u4e1a\u8425\u9500\u7f51\u7ad9\u7684\u667a\u80fd\u4ee3\u7406\uff0c\u5b83\u901a\u8fc7\u8bbf\u8c08\u3001\u4fe1\u606f\u5bfc\u5165\u548c\u98ce\u683c\u5339\u914d\uff0c\u5728\u51e0\u5206\u949f\u5185\u751f\u6210\u5b8c\u6574\u7684\u591a\u9875\u9762\u7f51\u7ad9\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5efa\u7ad9\u5de5\u5177\u64cd\u4f5c\u7e41\u7410\u3001\u7528\u6237\u96be\u4ee5\u72ec\u7acb\u5b8c\u6210\u7f51\u7ad9\u5236\u4f5c\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c694ab21-cd59-46cf-8b99-d4b7ce18ab80.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9aa8c617-b2ca-4175-b949-14025db46bb8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/79d5f82f-83eb-409d-8425-c11f107470f6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2164aa2e-b6d6-49e8-840e-dab6324545c1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5f675132-5067-45d2-895c-fac9efc1661a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bb078831-a186-41ad-b1f7-cb55edc94d83.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e54fef1f-6216-4a50-a47e-2b1bff663471.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Website Builder<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Web Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f51\u7ad9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u5efa\u7ad9<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u5f0f\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7f51\u7ad9<\/span><br \/>\n <span class=\"tag\">\u98ce\u683c\u8fc1\u79fb<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">YC\u5b75\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u81ea\u52a8\u5316\u7406\u5ff5\u548c\u5bfc\u5165\/\u98ce\u683c\u5339\u914d\u529f\u80fd\uff0c\u8ba4\u4e3a\u89e3\u51b3\u4e86\u201c\u65e0\u4eba\u5b8c\u6210\u7f51\u7ad9\u201d\u7684\u771f\u5b9e\u75db\u70b9\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1a\u5982\u4f55\u4fdd\u8bc1\u751f\u6210\u7f51\u7ad9\u7684\u5dee\u5f02\u5316\uff1f\u7f16\u8f91\u64cd\u4f5c\u7684\u5177\u4f53\u6d41\u7a0b\uff1f\u5bf9\u590d\u6742\u7ed3\u6784\u7684\u652f\u6301\u7a0b\u5ea6\uff1f\u5efa\u8bae\u5305\u62ec\uff1a\u589e\u52a0\u6570\u636e\u540c\u6b65\uff08\u5982GitHub\uff09\u529f\u80fd\u3001\u63d0\u4f9b\u533a\u5757\u7ea7\u6837\u5f0f\u53d8\u4f53\u5207\u6362\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 Repaint\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u5c55\u793a\u4e86\u4e00\u4e2a\u65b0\u5de5\u5177\uff0c\u4e0d\u5982\u8bf4\u63ed\u9732\u4e86\u5f53\u524dAI\u5e94\u7528\u5c42\u7684\u4e00\u4e2a\u6838\u5fc3\u77db\u76fe\uff1a\u5ba3\u79f0\u7684\u201c\u5168\u81ea\u52a8\u5316\u201d\u4e0e\u5b9e\u9645\u7684\u201c\u534a\u6210\u54c1\u8f93\u51fa\u201d\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\u5176\u4eceFigma\u5f0f\u624b\u52a8\u6784\u5efa\u5668\u8f6c\u578b\u800c\u6765\u7684\u7ecf\u5386\uff0c\u6070\u6070\u8bc1\u660e\u4e86\u5728\u6210\u719f\u5e02\u573a\uff08\u7f51\u7ad9\u5efa\u8bbe\uff09\uff0c\u5355\u7eaf\u7684\u754c\u9762\u4f18\u5316\u6216\u529f\u80fd\u5806\u780c\u5df2\u65e0\u58c1\u5792\uff0c\u771f\u6b63\u7684\u75db\u70b9\u5728\u4e8e\u201c\u5b8c\u6210\u5ea6\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u6293\u4f4f\u4e86\u4e24\u4e2a\u5173\u952e\u5207\u6362\u89e6\u53d1\u5668\uff1a\u4e00\u662f\u901a\u8fc7\u201c\u5bfc\u5165\u65e7\u7ad9\u201d\u964d\u4f4e\u8fc1\u79fb\u6210\u672c\uff0c\u4e8c\u662f\u901a\u8fc7\u201c\u98ce\u683c\u5339\u914d\u201d\u63d0\u4f9b\u660e\u786e\u7684\u8bbe\u8ba1\u9884\u671f\u3002\u8fd9\u6bd4\u7a7a\u6cdb\u7684\u201c\u7528AI\u751f\u6210\u7f51\u7ad9\u201d\u66f4\u52a1\u5b9e\u3002\u5176\u201c\u8bbf\u8c08-\u7814\u7a76-\u751f\u6210\u201d\u7684\u6d41\u7a0b\uff0c\u8bd5\u56fe\u5c06\u6a21\u7cca\u7684\u9700\u6c42\u7ed3\u6784\u5316\uff0c\u662f\u8fc8\u5411\u53ef\u9760\u81ea\u52a8\u5316\u7684\u6b63\u786e\u4e00\u6b65\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u81ea\u52a8\u5316\u4e0e\u72ec\u7279\u6027\u7684\u6096\u8bba\u3002\u5982\u679cAI\u901a\u8fc7\u7814\u7a76\u540c\u7c7b\u4f01\u4e1a\u751f\u6210\u201c\u5408\u9002\u201d\u7684\u7f51\u7ad9\uff0c\u6781\u6613\u5bfc\u81f4\u884c\u4e1a\u6a21\u677f\u5316\uff0c\u524a\u5f31\u54c1\u724c\u5dee\u5f02\u6027\u3002\u5176\u6b21\uff0c\u4ea4\u4e92\u8303\u5f0f\u7684\u6a21\u7cca\u3002\u4ea7\u54c1\u5728\u201c\u804a\u5929\u7f16\u8f91\u201d\u548c\u201c\u70b9\u51fb\u7f16\u8f91\u201d\u95f4\u6447\u6446\uff0c\u8fd9\u5b9e\u5219\u662f\u4e24\u79cd\u622a\u7136\u4e0d\u540c\u7684\u7528\u6237\u5fc3\u667a\u6a21\u578b\u548c\u540e\u53f0\u6280\u672f\u67b6\u6784\u7684\u51b2\u7a81\uff0c\u5904\u7406\u4e0d\u5f53\u4f1a\u5bfc\u81f4\u4f53\u9a8c\u5272\u88c2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u66ff\u4ee3\u4e86\u201c\u62d6\u62fd\u201d\u8fd9\u4e2a\u52a8\u4f5c\uff0c\u800c\u5728\u4e8e\u662f\u5426\u6784\u5efa\u4e86\u4e00\u4e2a\u66f4\u9ad8\u7ef4\u5ea6\u7684\u62bd\u8c61\u5c42\u2014\u2014\u5c06\u5efa\u7ad9\u4ece\u201c\u7ec4\u4ef6\u7f16\u6392\u201d\u63d0\u5347\u4e3a\u201c\u76ee\u6807\u4e0e\u7ea6\u675f\u6761\u4ef6\u7684\u6c9f\u901a\u201d\u3002Repaint\u82e5\u60f3\u7a81\u7834\uff0c\u4e0d\u80fd\u6b62\u6b65\u4e8e\u201c\u66f4\u5feb\u5730\u505a\u51fa\u4e00\u4e2a\u7f51\u7ad9\u201d\uff0c\u800c\u9700\u601d\u8003\u5982\u4f55\u5229\u7528AI\u7406\u89e3\u4e1a\u52a1\u76ee\u6807\uff0c\u5e76\u751f\u6210\u4e0e\u4e4b\u6df1\u5ea6\u5339\u914d\u7684\u3001\u5177\u5907\u7b56\u7565\u6027\u7684\u6570\u5b57\u8d44\u4ea7\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4ece\u201c\u624b\u52a8\u64cd\u4f5c\u7684\u7e41\u7410\u201d\u6ed1\u5411\u201c\u4e0eAI\u6c9f\u901a\u7684\u7e41\u7410\u201d\u7684\u65b0\u56f0\u5883\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\">Repaint<\/span>\n <\/div>\n<div class=\"comment-content\">Repaint is an AI agent for building custom websites. It interviews you, imports info, finds design references, and generates a full site in minutes.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<p>I’m Ben, co-founder of Repaint. Today, we\u2019re officially ending our beta and opening Repaint to the world.<\/p>\n<p>Repaint is an AI chatbot that builds professional websites.<\/p>\n<p>This is actually our second website builder. During YC S23, we built an entirely different website builder. It was heavily inspired by Figma. We spent thousands of hours polishing it… and yet nobody finished their website \ud83d\ude05. It was too much manual work. And our product wasn’t meaningfully easier than existing website builders. Eventually, we shut it down.<\/p>\n<p>As AI got better, we realized it was possible to automate most of web design. <\/p>\n<\/p>\n<p>The big companies tacked on a couple AI features, but their core experience is still manual editing. And the newer AI tools are optimized around <em>vibe-coding apps<\/em>, not website building. They don’t automate the work; instead they give you an incomplete site with generic info and designs. You have to do hundreds of edits to finish a site. Not to mention they charge per edit!<\/p>\n<p>Last year, we started building Repaint. It’s purpose-built for professional marketing websites.<\/p>\n<p><strong>Key Features<\/strong><\/p>\n<ol>\n<li>\n<p><strong>Plan your site with AI<\/strong> \u2014 Repaint researches your business, interviews you on what you need, and generates a complete multi-page site in minutes.<\/p>\n<\/li>\n<li>\n<p><strong>Match any website’s style <\/strong>\u2014 Give Repaint a link to a site you like, and it’ll build you something similar.<\/p>\n<\/li>\n<li>\n<p><strong>Import your old site <\/strong>\u2014 Share a link to your existing website, and Repaint pulls in your pages, text, and images automatically (with page limits so we don’t go bankrupt).<\/p>\n<\/li>\n<li>\n<p><strong>Chat-based editing<\/strong> \u2014 Make big changes through chat, like adding pages or updating info across your whole site. For small tweaks like fixing a typo, just click and edit inline.<\/p>\n<\/li>\n<li>\n<p><strong>Interactive components<\/strong> \u2014 Repaint can build things that are hard in traditional builders like pricing calculators, animated carousels, calendar embeds, and more.<\/p>\n<\/li>\n<li>\n<p><strong>Flat pricing<\/strong> \u2014 One monthly subscription. No per-update fees, no credits.<\/p>\n<\/li>\n<\/ol>\n<p>We still have a ton of ideas, but Repaint is already building sites that blow us away, and our beta users agree. So we decided it’s time to open it up.<\/p>\n<p>Try it yourself at <a href=\"https:\/\/www.repaint.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/repaint.com\/<\/a> \u270c\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ben_shumaker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ben_shumaker<\/a> – Hi Ben, love the honesty about the first builder. That insight that nobody finishes their site is real. Automating the heavy lifting instead of just adding AI on top of manual tools makes a lot more sense.<\/p>\n<p>The import and style matching features are especially strong for real businesses.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on helping founders execute faster in flow. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey, congrats on the launch! Honestly, I’m not quite sure I understand the core point of the AI website builder yet. Is the main feature the ability to extract data from an existing website, or is there more to it? I haven’t tried it yet, but I will. I think it’s a really cool feature though I’m just not 100% sure if it’s strong enough on its own to build an entire new Ai Website Generator around. Either way, looks cool, keep it up!<\/div>\n<div class=\"comment-actions\">\n<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\/@noah_steckel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@noah_steckel<\/a> Our philosophy is to make the smartest AI web design tool. We’re trying to automate most of the things a web developer would do. Using data from existing websites is one part of that, but there’s a lot more.<\/p>\n<\/p>\n<p>Repaint can use other sites as style references. It starts with an interview where you can give custom instructions and it offers suggestions. And it proactively finds info and images about you anywhere online, not just old sites.<\/p>\n<\/p>\n<p>Looking forward, we’re excited to work on better image assets, unique visual styles, blog importing, and more.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@ben_shumaker Thanks for your response, that\u2019s really interesting! Wishing you all the best for the future, Ben.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The shift from a Figma-style manual builder to a truly automated, research-driven AI approach sounds like a hard-earned lesson. How does Repaint balance automation with differentiation? If it researches a business and generates a full site in minutes, what ensures the output feels uniquely positioned rather than converging toward similar structures and messaging across industries?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 really cool. We will build our next landing page 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<div class=\"comment-item\">\n<div class=\"comment-content\">Importing an old site is a big switching trigger. What\u2019s your philosophy on migration: are you trying to recreate the old site faithfully first and then improve it, or jump straight to a redesigned version\u2014and what have you found users prefer when they see the first import result?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> For most old sites, what works best is preserving the information and page structure but redesigning the style. That’s what we’ve been optimizing. Repaint will read your site and offer suggestions on how to rebuild it. Most the time you should follow its suggestions for the first draft, then iterate from there.<\/p>\n<\/p>\n<p>That said, we see a wide range of preferences. Some people want it close to the original, some want something totally new. We have an interview step so you can tell it exactly how much of the original to keep.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 editing, are you selecting the page to edit or would prompting need to be as specific as 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@devonlastapp\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@devonlastapp<\/a> There’s a few ways to edit. The main way is prompting in chat. We give Repaint info about what you’re looking at, so it has decent awareness. But that can still have you writing wordy prompts like <em>“In the top headline, change the text to say…”<\/em><\/p>\n<p>So we added a couple features:<\/p>\n<ol>\n<li>\n<p><strong>Selecting elements<\/strong> – You can click something, and now Repaint exactly what to edit.<\/p>\n<\/li>\n<li>\n<p><strong>Direct editing<\/strong> – When you click “<strong><em>edit page<\/em><\/strong>” you enter a manual editing mode. Then you can click the site for simple updates like editing text, uploading images, or delete elements.<\/p>\n<\/li>\n<\/ol>\n<p>So the answer is both. For small edits, you can click the page. For big ones, you do 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Love the concept of your product. Is it able to build websites with a complex structure based on prompts? (for example, websites with multiple sections: blog, cases studies, help center) Or is it primarily focused on one-page sites?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@alina_petrova3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_petrova3<\/a> It can do both one page sites, or complex structures like blogs and case studies. Anything 1-20 pages should work. The only limit is a hard max on the total imported pages, so nobody tries to import a 2000 page website \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><a href=\"https:\/\/www.producthunt.com\/@ben_shumaker\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ben_shumaker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ben_shumaker<\/a> <br \/>Congrats on the launch! \ud83d\ude80 I just put Repaint to the test by building a developer portfolio from scratch. The ‘Interview’ flow is incredibly smooth, it actually makes the setup phase fun and solves the blank canvas problem perfectly.<\/p>\n<p>I particularly appreciated how you handled the Version Control and the Context-Aware Re-prompting (asking for more technical copy worked like a charm).<\/p>\n<p>Two suggestions for your roadmap that I think would take this to the next level:<\/p>\n<ul>\n<li>\n<p>Data-to-Component Sync: For professional sites, it would be a game-changer to prompt: <em>“Sync my latest 3 GitHub repos into the Works section.”<\/em> Automating the content sourcing directly into the UI blocks would save hours of manual entry.<\/p>\n<\/li>\n<li>\n<p>Block-Level Style Variations: Adding a simple ‘Variation’ toggle on individual sections (like the Hero or Contact blocks) would allow users to cycle through 3-4 different layout options without changing the whole site’s vibe. It gives that extra bit of creative control while keeping the UI minimal.<\/p>\n<\/li>\n<\/ul>\n<p>Really impressed with the speed and the interactive components. Great job, team! Already upvoted!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@giorgio_cignitti_phd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giorgio_cignitti_phd<\/a> Thanks!<br \/>For syncing data, it can already import data from other sites. Were you imaging something like that, but for your private github repos, so it could write project descriptions?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is this site generation more closer to a portfolio site or an application site? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@peterz_shu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterz_shu<\/a> It’s good for both portfolios, and marketing sites for startups. Basically any simple marketing sites. It’s not made for building complex app logic, like account systems.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/P7NQOZ22CBWOAJ\" class=\"app-title\">Merge<\/a><\/p>\n<div class=\"one-liner\">Use your Apple Watch with any Android phone<\/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>Merge\u8ba9\u82f9\u679c\u624b\u8868\u4e0e\u4efb\u610f\u5b89\u5353\u624b\u673a\u914d\u5bf9\u4f7f\u7528\uff0c\u89e3\u51b3\u4e86\u8de8\u751f\u6001\u7528\u6237\u65e0\u6cd5\u5728\u5b89\u5353\u624b\u673a\u4e0a\u4eab\u53d7\u82f9\u679c\u624b\u8868\u9ad8\u7ea7\u5065\u5eb7\u76d1\u6d4b\u4e0e\u667a\u80fd\u901a\u77e5\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/db3efb19-7797-41d2-9cb1-5e7227bf720b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1aee18e6-d28f-41b2-b424-e80c763770a8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6ae8f312-a7b1-4173-b340-235ffdad365f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Wearables<\/span><br \/>\n <span class=\"tag\">Apple<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8de8\u751f\u6001\u4e92\u8054<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u624b\u8868<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u6570\u636e\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">Android\u901a\u77e5<\/span><br \/>\n <span class=\"tag\">\u82f9\u679c\u624b\u8868\u517c\u5bb9<\/span><br \/>\n <span class=\"tag\">\u8bbe\u5907\u4e92\u901a<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6d88\u606f\u56de\u590d<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u591a\u8bbe\u5907\u534f\u540c<\/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\u6253\u7834\u751f\u6001\u58c1\u5792\u7684\u4ef7\u503c\uff0c\u5173\u6ce8\u5065\u5eb7\u6570\u636e\u5728\u4e0d\u540c\u5e94\u7528\u4e2d\u7684\u8bed\u4e49\u51c6\u786e\u6027\u4e0e\u6d4b\u8bd5\u65b9\u6cd5\uff0c\u597d\u5947\u5f00\u53d1\u5386\u7a0b\u4e0e\u82f9\u679c\u516c\u53f8\u7684\u53ef\u80fd\u53cd\u5e94\uff0c\u5e76\u6709\u5f00\u53d1\u8005\u5bfb\u6c42\u8de8\u754c\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 Merge\u770b\u4f3c\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u6865\u63a5\u5de5\u5177\uff0c\u4f46\u5176\u771f\u6b63\u950b\u8292\u5728\u4e8e\u5bf9\u5c01\u95ed\u751f\u6001\u7cfb\u7edf\u7684\u201c\u8d8a\u72f1\u201d\u3002\u5b83\u5e76\u975e\u7b80\u5355\u4f20\u9012\u901a\u77e5\uff0c\u800c\u662f\u5c06\u82f9\u679c\u89c6\u4e3a\u62a4\u57ce\u6cb3\u7684\u6838\u5fc3\u8d44\u4ea7\u2014\u2014\u7cbe\u5bc6\u5065\u5eb7\u6570\u636e\u6d41\u2014\u2014\u622a\u53d6\u5e76\u5bfc\u5165\u4e86\u5f00\u653e\u7684Android\u751f\u6001\uff08Health Connect\uff09\u3002\u8fd9\u5b9e\u9645\u4e0a\u5b8c\u6210\u4e86\u4e00\u6b21\u6570\u636e\u7684\u201c\u751f\u6001\u79fb\u6c11\u201d\uff0c\u5176\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\u52a8\u6447\u4e86\u201c\u786c\u4ef6\u7ed1\u5b9a\u670d\u52a1\u201d\u7684\u4f20\u7edf\u903b\u8f91\uff0c\u8ba9\u7528\u6237\u9996\u6b21\u80fd\u5728\u4e3b\u5bfc\u6743\u4e0a\u6311\u6218\u82f9\u679c\u7684\u56f4\u5899\u82b1\u56ed\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u8fdc\u5927\u4e8e\u6280\u672f\u5b9e\u73b0\u3002\u9996\u5148\uff0c\u6570\u636e\u53ef\u9760\u6027\u4e0e\u5b8c\u6574\u6027\u662f\u751f\u547d\u7ebf\u3002\u82f9\u679c\u5065\u5eb7\u6570\u636e\u7684\u7b97\u6cd5\u6821\u6b63\u4e0e\u4f20\u611f\u5668\u878d\u5408\u662f\u5176\u6838\u5fc3\u7ade\u4e89\u529b\uff0c\u5355\u7eaf\u7684\u6570\u636e\u7ba1\u9053\u4f20\u8f93\u80fd\u5426\u4fdd\u8bc1\u4e0b\u6e38\u5e94\u7528\u83b7\u5f97\u201c\u53ef\u884c\u52a8\u201d\u7684\u6d1e\u5bdf\uff0c\u800c\u975e\u539f\u59cb\u6742\u4e71\u7684\u6570\u636e\u70b9\uff0c\u5b58\u7591\u3002\u5176\u6b21\uff0c\u5546\u4e1a\u4e0e\u6cd5\u5f8b\u98ce\u9669\u9ad8\u60ac\u3002\u82f9\u679c\u53ea\u9700\u5728watchOS\u5c42\u9762\u8fdb\u884c\u4e00\u6b21\u8ba4\u8bc1\u6216\u534f\u8bae\u66f4\u65b0\uff0c\u5c31\u53ef\u80fd\u5bfc\u81f4\u5e94\u7528\u762b\u75ea\u3002\u5176\u751f\u5b58\u672c\u8d28\u4e0a\u4f9d\u8d56\u4e8e\u82f9\u679c\u7684\u201c\u5bb9\u5fcd\u201d\uff0c\u8fd9\u662f\u4e00\u79cd\u8106\u5e73\u8861\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u521d\u671f\u7528\u6237\u7cbe\u51c6\u5b9a\u4f4d\u4e3a\u201c\u53cc\u673a\u7528\u6237\u201d\u662f\u660e\u667a\u7684\u52a1\u5b9e\u4e4b\u4e3e\uff0c\u4f46\u8fd9\u7fa4\u4eba\u7684\u89c4\u6a21\u5929\u82b1\u677f\u660e\u663e\u3002\u957f\u8fdc\u6765\u770b\uff0c\u5b83\u7684\u5b58\u5728\u672c\u8eab\u5373\u662f\u4e00\u79cd\u5ba3\u8a00\uff1a\u7528\u6237\u5bf9\u8bbe\u5907\u81ea\u7531\u534f\u540c\u7684\u6e34\u671b\uff0c\u6b63\u50ac\u751f\u51fa\u65e0\u89c6\u5382\u5546\u8fb9\u754c\u7684\u91ce\u86ee\u529b\u91cf\u3002\u5b83\u672a\u5fc5\u80fd\u6210\u4e3a\u4e3b\u6d41\uff0c\u4f46\u5b83\u6210\u529f\u8bc1\u660e\u4e86\u90a3\u6761\u9e3f\u6c9f\u5e76\u975e\u4e0d\u53ef\u903e\u8d8a\uff0c\u8fd9\u6216\u8bb8\u4f1a\u5012\u903c\u5de8\u5934\u4eec\u91cd\u65b0\u601d\u8003\u5176\u4e92\u8054\u7b56\u7565\u3002\u5b83\u7684\u7ed3\u5c40\uff0c\u8981\u4e48\u6210\u4e3a\u6539\u53d8\u6e38\u620f\u89c4\u5219\u7684\u5148\u9a71\uff0c\u8981\u4e48\u6210\u4e3a\u751f\u6001\u6218\u4e89\u4e2d\u7684\u4e00\u9897\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\">Merge<\/span>\n <\/div>\n<div class=\"comment-content\">Merge finally brings the Apple Watch to Android. Unlock Apple Watch’s cutting-edge health data on your Android phone, synced to any Health Connect compatible app. Get Android notifications on your wrist, reply to messages, control media playback, and more.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt community!<\/p>\n<p>I’ve always believed the best hardware and the best platform should work together, regardless of who made them. Apple Watch has the most advanced health sensors, Android offers unmatched openness and flexibility, and there was no good reason these two couldn’t coexist.<\/p>\n<p>So we built Merge for Apple Watch.<\/p>\n<p>Merge connects your Apple Watch to any Android phone for notifications, messaging, media controls, and brings the Apple Watch’s cutting-edge health data into the Android ecosystem, to be used with any Health Connect compatible app. Also, for anyone juggling two phones, like a personal iPhone and a work Android, it’s the only solution that lets you use your watch for both.<\/p>\n<p>Would love your thoughts and feedback!<\/p>\n<p>Matt<\/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\/@mattsu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mattsu<\/a> Hi Matt, this is a bold move. Bridging Apple Watch with Android solves a real pain for people who don\u2019t want to be locked into one ecosystem.<\/p>\n<p>Bringing health data into Health Connect while keeping notifications and messaging intact makes it genuinely practical, not just experimental.<\/p>\n<p>I\u2019m building Ahsk, a macOS AI assistant focused on seamless workflows across apps and devices. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Health syncing is only valuable if downstream apps interpret it correctly (deduping, attribution, workout credit, etc.). Which health signals are you most focused on getting \u2018semantically correct\u2019 first, and how are you testing correctness across different Health Connect-compatible apps?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Some people live apple watch but they are locked into some eco system because of that. With this they can finally try Androids.<br \/>\nI wonder how apple will react to your app<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 so cool! <\/p>\n<\/p>\n<p>Actually, I never thought we would see an Apple x Android intersection because of the inherent complexity between them. <\/p>\n<\/p>\n<p>Would love to know your journey of building. How did you start? How long did it take for you to make this?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SV2WRZ6RELVZSQ\" class=\"app-title\">UI Inspector<\/a><\/p>\n<div class=\"one-liner\">Visual CSS editor for Google Chrome<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">100<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5185\u7f6e\u4e8e\u8c37\u6b4c\u6d4f\u89c8\u5668\u7684\u53ef\u89c6\u5316CSS\u7f16\u8f91\u5668\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u9009\u4e2d\u7f51\u9875\u5143\u7d20\u5b9e\u65f6\u8c03\u6574\u6837\u5f0f\u5e76\u5bfc\u51fa\u4ee3\u7801\uff0c\u89e3\u51b3\u4e86\u5728\u6d4f\u89c8\u5668\u4e2d\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u3001\u6837\u5f0f\u8c03\u8bd5\u548c\u5ba2\u6237\u7aef\u53cd\u9988\u4fee\u6539\u65f6\uff0c\u4ee3\u7801\u4fee\u6539\u4e0d\u76f4\u89c2\u3001\u65e0\u6cd5\u6301\u4e45\u5316\u4fdd\u5b58\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1458af82-aaaf-4112-8e1b-8a11a33b6049.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51c0807c-6a8c-49c3-bac9-e261af2795c1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1b2034ab-c17f-44b4-92b5-b25147bc78d7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/57cae896-edf4-475f-bf2b-4678c0354b1f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9520bcc5-e880-417d-a563-ae7df2257d7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u524d\u7aef\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316CSS\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u6837\u5f0f\u8c03\u8bd5<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5bfc\u51fa<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u8c03\u8bd5<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u5766\u8bda1.0\u7248\u4ed8\u8d39\u6a21\u5f0f\u5931\u8d25\uff0c\u5e76\u5168\u9762\u91cd\u5efa\u4e862.0\u7248\u672c\u3002\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u5176\u5c06CSS\u8f93\u51fa\u6539\u4e3a\u514d\u8d39\u3001\u65b0\u589e\u539f\u5b50CSS\u5f15\u64ce\u548cHTML\u7f16\u8f91\u7b49\u6539\u8fdb\u3002\u6709\u8bc4\u8bba\u63a2\u8ba8\u4e86\u5176\u4e0e\u201c\u6c1b\u56f4\u7f16\u7801\u201d\u5de5\u5177\u53ca\u6d4f\u89c8\u5668DevTools\u7684\u5dee\u5f02\uff0c\u8ba4\u4e3a\u5176\u7cbe\u51c6\u5b9a\u4f4d\u4e8e\u5bf9\u751f\u4ea7\u73af\u5883UI\u8fdb\u884c\u9010\u5143\u7d20\u7cbe\u7ec6\u8c03\u6574\u548c\u5bfc\u51fa\u53ef\u63d0\u4ea4\u4ee3\u7801\u7684\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 UI Inspector 2.0\u5c55\u73b0\u4e86\u4e00\u79cd\u201c\u52a1\u5b9e\u5de5\u5177\u4e3b\u4e49\u201d\u7684\u56de\u5f52\u3002\u5b83\u6ca1\u6709\u8ffd\u9010\u751f\u6210\u5f0fAI\u7684\u55a7\u56a3\uff0c\u800c\u662f\u5c06\u5200\u950b\u5bf9\u51c6\u4e86\u4e00\u4e2a\u53e4\u8001\u4f46\u987d\u56fa\u7684\u75db\u70b9\uff1a\u6d4f\u89c8\u5668DevTools\u4e2d\u6837\u5f0f\u8c03\u8bd5\u7684\u201c\u4e34\u65f6\u6027\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u7f16\u8f91\u201d\uff0c\u800c\u5728\u4e8e\u201c\u56fa\u5316\u201d\u2014\u2014\u5c06\u5373\u5174\u7684\u3001\u4e0d\u53ef\u8ffd\u6eaf\u7684\u89c6\u89c9\u8c03\u6574\uff0c\u8f6c\u5316\u4e3a\u53ef\u7248\u672c\u63a7\u5236\u3001\u53ef\u534f\u4f5c\u7684\u539f\u5b50\u5316CSS\u3001Tailwind\u6216JSX\u4ee3\u7801\u3002\u8fd9\u5de7\u5999\u5730\u5728\u201c\u8fc7\u4e8e\u7b28\u91cd\u201d\u7684\u8bbe\u8ba1\u8f6f\u4ef6\u4e0e\u201c\u8fc7\u4e8e\u8f7b\u91cf\u201d\u7684\u5f00\u53d1\u8005\u5de5\u5177\u4e4b\u95f4\uff0c\u5f00\u8f9f\u4e86\u4e00\u4e2a\u7cbe\u51c6\u7684\u4e2d\u95f4\u5730\u5e26\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9884\u8bbe\u7cfb\u7edf\u81ea\u52a8\u7ee7\u627f\u7f51\u7ad9\u8272\u677f\uff0c\u662f\u4ea7\u54c1\u601d\u7ef4\u7684\u9ad8\u5149\u70b9\u3002\u5b83\u8868\u660e\u5de5\u5177\u6df1\u523b\u7406\u89e3\u5176\u6838\u5fc3\u573a\u666f\u5e76\u975e\u4ece\u96f6\u521b\u9020\uff0c\u800c\u662f\u5728\u65e2\u6709\u8bbe\u8ba1\u7cfb\u7edf\u4e0b\u8fdb\u884c\u9ad8\u6548\u3001\u5408\u89c4\u7684\u5fae\u8c03\u4e0e\u5b9e\u9a8c\u3002\u8fd9\u4f7f\u5176\u5929\u7136\u9002\u914d\u8bbe\u8ba1\u8d70\u67e5\u3001\u5ba2\u6237\u4fee\u8ba2\u548c\u5feb\u901f\u539f\u578b\u9a8c\u8bc1\uff0c\u5c06\u201c\u68c0\u67e5-\u8c03\u6574-\u5bfc\u51fa-\u63d0\u4ea4\u201d\u7684\u5de5\u4f5c\u6d41\u65e0\u7f1d\u8854\u63a5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u4f5c\u4e3a\u6d4f\u89c8\u5668\u63d2\u4ef6\uff0c\u5176\u80fd\u529b\u6df1\u5ea6\u548c\u6027\u80fd\u5b58\u5728\u5929\u82b1\u677f\uff1b\u5728Figma\u7b49\u8bbe\u8ba1\u5de5\u5177\u65e5\u76ca\u5f3a\u8c03\u201c\u8bbe\u8ba1\u5230\u4ee3\u7801\u201d\u7684\u5f53\u4e0b\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u9ad8\u6548\u7684\u201c\u8865\u4e01\u5de5\u5177\u201d\u800c\u975e\u201c\u751f\u4ea7\u6e90\u5934\u201d\u3002\u5b83\u7684\u62a4\u57ce\u6cb3\u5728\u4e8e\u5bf9\u751f\u4ea7\u73af\u5883\u7f51\u9875\u7684\u76f4\u63a5\u3001\u65e0\u635f\u64cd\u4f5c\u548c\u7cbe\u51c6\u7684\u4ee3\u7801\u5bfc\u51fa\uff0c\u4f46\u8fd9\u5757\u5e02\u573a\u662f\u5426\u8db3\u591f\u5e7f\u9614\u4e14\u613f\u610f\u4ed8\u8d39\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u5c06\u6838\u5fc3\u7684CSS\u8f93\u51fa\u6539\u4e3a\u514d\u8d39\uff0c\u662f\u660e\u667a\u7684\u83b7\u5ba2\u7b56\u7565\uff0c\u4f46\u4e5f\u5c06\u76c8\u5229\u538b\u529b\u8f6c\u5411\u4e86\u66f4\u9ad8\u7ea7\u7684\u5bfc\u51fa\u683c\u5f0f\u548c\u56e2\u961f\u534f\u4f5c\u529f\u80fd\u3002\u5b83\u662f\u4e00\u6b3e\u950b\u5229\u7684\u624b\u672f\u5200\uff0c\u4f46\u80fd\u5426\u6210\u957f\u4e3a\u5e73\u53f0\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u4ece\u201c\u4fee\u6539\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u8bbe\u8ba1-\u5f00\u53d1\u534f\u4f5c\u6d41\u7a0b\u201d\u4e2d\u7684\u5173\u952e\u67a2\u7ebd\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\">UI Inspector<\/span>\n <\/div>\n<div class=\"comment-content\">A visual CSS editor that lives in your browser. Select any element, tweak its styles in a side panel, and instantly see changes on the page. Export your changes as CSS, Tailwind, SCSS, or JSX. Built-in presets automatically inherit the site’s own color palette, so your edits look native from the start.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone \ud83d\udc4b<\/p>\n<p>I launched UI Inspector back in 2024, and while people seemed to appreciate the tool itself, the Pro offering missed the mark. Rather than patch something that wasn’t working, I decided to step back and rethink the whole approach.<\/p>\n<p>UI Inspector 2.0 is the result, an almost full rebuild with:<\/p>\n<ul>\n<li>\n<p>A new atomic CSS engine<\/p>\n<\/li>\n<li>\n<p>Better change tracking<\/p>\n<\/li>\n<li>\n<p>HTML editing including cut, copy, paste, duplicate, delete elements<\/p>\n<\/li>\n<li>\n<p>CSS output is now included in the free plan<\/p>\n<\/li>\n<li>\n<p>Tailwind, SCSS, and JSX exports<\/p>\n<\/li>\n<li>\n<p>A completely reimagined preset system with build-in presets that inherit the site’s own styles<\/p>\n<\/li>\n<\/ul>\n<p>Would love to hear what you think. Thanks for giving it a look.<\/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\/@myster_violets\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@myster_violets<\/a> – Hi really respect the decision to step back and rebuild instead of patching something that wasn\u2019t working. That takes discipline.<\/p>\n<p>The atomic CSS engine and improved change tracking sound like serious upgrades, and including CSS output in the free plan is a strong move.<\/p>\n<p>I\u2019m building Ahsk, a macOS AI assistant focused on helping builders work faster across apps. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks pretty interesting … what sort of moat have you defined for folks just vibe coding changes and not necessarily debugging on the fly?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dkofoed\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dkofoed<\/a> Presets that auto-inherit the site’s color palette draw a clear line here. Vibe coders generate from scratch… they’re not tweaking live production UIs element by element. DevTools lets you tweak but loses everything on refresh, no Tailwind or JSX export either. Keeping edits granular at the atomic CSS level makes the output committable. For design QA or client revisions, the loop becomes inspect, adjust, export Tailwind classes, push. Different lane from prompt-to-page generators. CSS export going free in 2.0 plus HTML editing pushes this toward a full in-browser design surface.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/TJCIVSK6XVJTL7\" class=\"app-title\">trnscrb<\/a><\/p>\n<div class=\"one-liner\">On-device transcription for macOS with MCP<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">95<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>trnscrb\u662f\u4e00\u6b3emacOS\u83dc\u5355\u680f\u672c\u5730\u8f6c\u5f55\u5de5\u5177\uff0c\u901a\u8fc7\u5728\u8bbe\u5907\u7aef\u5229\u7528Whisper\u6a21\u578b\uff0c\u81ea\u52a8\u8f6c\u5f55Zoom\u3001Meet\u7b49\u5728\u7ebf\u4f1a\u8bae\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5bf9\u9690\u79c1\u5b89\u5168\u3001\u65e0\u8ba2\u9605\u8d1f\u62c5\u53ca\u7b80\u6d01\u6587\u672c\u8f93\u51fa\u7684\u9700\u6c42\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/952d01fe-5742-496c-b8e3-a374975f2866.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\/c2407d87-38cf-4875-b096-e883ba5b9415.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\/c56fb25e-a2d9-4d13-a48f-eeab582612d8.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\/667b209d-a72d-4012-81ca-79ca9d7e6e6b.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\">Meetings<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u672c\u5730AI\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u65e0\u4e91\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u8bed\u97f3\u8bc6\u522b<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bae\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u6587\u672c\u8f93\u51fa<\/span><br \/>\n <span class=\"tag\">MCP\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Apple Silicon\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\u4e3b\u8981\u8be2\u95eeWindows\u7248\u672c\u652f\u6301\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u76ee\u524d\u4ec5\u9650macOS\uff0c\u4f46\u8003\u8651\u672a\u6765\u652f\u6301\u3002\u53e6\u4e00\u8bc4\u8bba\u9ad8\u5ea6\u8d5e\u8d4f\u5176\u7b80\u6d01\u3001\u672c\u5730\u5316\u7406\u5ff5\uff0c\u5e76\u4e0e\u81ea\u8eab\u5f00\u53d1\u7684\u672c\u5730AI\u52a9\u624b\u9879\u76ee\u4ea7\u751f\u5171\u9e23\uff0c\u63d0\u51fa\u4ea4\u6d41\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 trnscrb\u7684\u201c\u7eaf\u7cb9\u201d\u662f\u5176\u6700\u950b\u5229\u7684\u5200\u5203\uff0c\u4e5f\u662f\u5176\u6700\u660e\u663e\u7684\u8fb9\u754c\u3002\u5728AI\u5e94\u7528\u7ade\u76f8\u5806\u780c\u529f\u80fd\u3001\u7ed1\u5b9a\u4e91\u670d\u52a1\u4e0e\u8ba2\u9605\u5236\u7684\u55a7\u56a3\u4e2d\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\uff0c\u7cbe\u51c6\u5207\u4e2d\u4e86\u4e00\u4e2a\u9ad8\u7aef\u7ec6\u5206\u5e02\u573a\uff1a\u62e5\u6709Apple Silicon Mac\u3001\u6781\u5ea6\u91cd\u89c6\u9690\u79c1\u3001\u4e14\u5177\u5907\u4e00\u5b9a\u6280\u672f\u7d20\u517b\u7684\u4e13\u4e1a\u4eba\u58eb\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u8f6c\u5f55\u6280\u672f\u672c\u8eab\uff08Whisper\u5df2\u5f00\u6e90\uff09\uff0c\u800c\u5728\u4e8e\u5c06\u590d\u6742\u6280\u672f\u5c01\u88c5\u4e3a\u201c\u65e0\u611f\u201d\u7684\u83dc\u5355\u680f\u670d\u52a1\uff0c\u5e76\u505a\u51fa\u4e86\u4e00\u7cfb\u5217\u575a\u5b9a\u4e14\u6b63\u786e\u7684\u53d6\u820d\uff1a\u820d\u5f03\u4e91\u7aef\uff0c\u6362\u53d6\u9690\u79c1\u548c\u96f6\u5ef6\u8fdf\uff1b\u820d\u5f03\u82b1\u6837\u529f\u80fd\uff0c\u805a\u7126\u4e8e\u751f\u6210\u5e26\u8bf4\u8bdd\u4eba\u8bc6\u522b\u7684\u7eaf\u51c0\u6587\u672c\uff1b\u820d\u5f03\u8d26\u6237\u4f53\u7cfb\uff0c\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u3002\u5176\u96c6\u6210\u7684\u672c\u5730MCP\u670d\u52a1\u5668\u662f\u70b9\u775b\u4e4b\u7b14\uff0c\u8fd9\u5e76\u975e\u9762\u5411\u666e\u901a\u7528\u6237\uff0c\u800c\u662f\u4e3a\u201cAI\u5de5\u4f5c\u6d41\u539f\u4f4f\u6c11\u201d\u6253\u5f00\u4e86\u5927\u95e8\uff0c\u8ba9\u8f6c\u5f55\u6587\u672c\u80fd\u65e0\u7f1d\u63a5\u5165Claude Desktop\u7b49\u667a\u80fd\u4f53\u751f\u6001\uff0c\u5b9e\u73b0\u540e\u7eed\u7684\u641c\u7d22\u3001\u5206\u6790\u4e0e\u603b\u7ed3\uff0c\u4ece\u800c\u5c06\u81ea\u8eab\u4ece\u4e00\u4e2a\u5b64\u7acb\u5de5\u5177\u5347\u7ea7\u4e3a\u4e2a\u4eba\u77e5\u8bc6\u672c\u5730\u5316\u5904\u7406\u7ba1\u9053\u7684\u4e00\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5c40\u9650\u6027\u540c\u6837\u660e\u663e\u3002\u786c\u7ed1\u5b9amacOS 13+\u4e0eApple Silicon\uff0c\u867d\u4fdd\u8bc1\u4e86\u4f53\u9a8c\u4e0e\u6027\u80fd\u7684\u7edf\u4e00\uff0c\u5374\u4e5f\u4e3b\u52a8\u653e\u5f03\u4e86\u66f4\u5e7f\u9614\u7684\u5e02\u573a\u3002\u672c\u5730\u5904\u7406\u5bf9\u786c\u4ef6\u7b97\u529b\u7684\u4f9d\u8d56\uff0c\u4ee5\u53ca\u53ef\u80fd\u5b58\u5728\u7684\u7cfb\u7edf\u97f3\u9891\u6355\u83b7\u6743\u9650\u7b49\u914d\u7f6e\u590d\u6742\u6027\uff0c\u51b3\u5b9a\u4e86\u5b83\u77ed\u671f\u5185\u4ecd\u662f\u201c\u7cbe\u82f1\u7528\u6237\u201d\u7684\u5229\u5251\u3002\u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u4f46\u5546\u4e1a\u6a21\u5f0f\u6a21\u7cca\u3002\u201c\u65e0\u8ba2\u9605\u201d\u5728\u6536\u83b7\u597d\u611f\u7684\u540c\u65f6\uff0c\u4e5f\u8ba9\u4eba\u5bf9\u5176\u957f\u671f\u53ef\u6301\u7eed\u6027\u4ea7\u751f\u7591\u95ee\u3002\u603b\u4f53\u800c\u8a00\uff0ctrnscrb\u662f\u4e00\u6b3e\u7406\u5ff5\u5148\u884c\u7684\u4ea7\u54c1\uff0c\u5b83\u8bc1\u660e\u4e86\u5728AI\u65f6\u4ee3\uff0c\u201c\u5c11\u5373\u662f\u591a\u201d\u548c\u201c\u672c\u5730\u4f18\u5148\u201d\u4f9d\u7136\u62e5\u6709\u5f3a\u5927\u7684\u53f7\u53ec\u529b\u3002\u5b83\u672a\u5fc5\u80fd\u6210\u4e3a\u5927\u4f17\u7206\u6b3e\uff0c\u4f46\u8db3\u4ee5\u5728\u91cd\u89c6\u9690\u79c1\u4e0e\u7b80\u6d01\u7684\u6548\u7387\u5de5\u5177\u9886\u57df\uff0c\u5360\u636e\u4e00\u4e2a\u72ec\u7279\u800c\u7a33\u56fa\u7684\u751f\u6001\u4f4d\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\">trnscrb<\/span>\n <\/div>\n<div class=\"comment-content\">Local meeting transcription for macOS \u2014 trnscrb lives in your menu bar, auto-detects Zoom, Meet, Teams, Slack, and FaceTime, then transcribes on-device using Whisper on Apple Silicon. No cloud, no account, no subscription. Transcripts save as plaintxt with speaker diarization. The Claude Desktop MCP integration lets you search, summarize, and extract action items from past meetings. Requires macOS 13+ and M1+.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH,<\/p>\n<p>I built trnscrb because I wanted something simpler.<\/p>\n<p>Most meeting tools try to be everything. Summaries. Dashboards. Cloud sync. Accounts. I just wanted reliable transcription that runs locally and saves plain text files on my Mac.<\/p>\n<p>trnscrb lives in your menu bar.<br \/>It detects Zoom, Meet, Teams, Slack, and FaceTime calls.<br \/>It records and transcribes on Apple Silicon using Whisper.<br \/>Speaker labels are added.<br \/>The output is a clean .txt file in a local folder.<\/p>\n<p>It also runs a local MCP server, so compatible tools can read and search your transcripts directly on your machine.<\/p>\n<p>Requirements:<\/p>\n<p>macOS 13+<br \/>Apple Silicon M1 or later<\/p>\n<p>Happy to answer setup questions, especially around system audio capture and MCP configuration.<\/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\/@ajayram\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajayram<\/a> It’s not available for Windows 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\/@ajayram\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajayram<\/a> Hi Ajay , really appreciate the simplicity here. Not every tool needs dashboards and cloud sync. Local transcription with clean .txt output feels intentional and practical.<\/p>\n<p>Menu bar + Whisper on device is a solid combo, and the local MCP server is a nice touch for power users.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on seamless, local first AI workflows. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@priya_kushwaha1 – It\u2019s currently Mac-only. Windows support is something I\u2019m considering, and I\u2019ll share an update if that moves forward.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/BVXLXTPPLGB6OM\" class=\"app-title\">Coasty<\/a><\/p>\n<div class=\"one-liner\">Computer Using Agents on Secure Cloud VMs That Run Forever<\/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>Coasty\u4e3a\u6bcf\u4e2aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u72ec\u7acb\u7684\u4e91\u7aef\u865a\u62df\u673a\uff0c\u5728\u8fd0\u884c\u4ee3\u7801\u6267\u884c\u3001\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u6216\u591a\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u65f6\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u73af\u5883\u9694\u79bb\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u56e0\u62c5\u5fe7\u667a\u80fd\u4f53\u201c\u5931\u63a7\u201d\u800c\u4e0d\u6562\u8d4b\u4e88\u5176\u672c\u5730\u7cfb\u7edf\u6743\u9650\u7684\u6838\u5fc3\u5b89\u5168\u6050\u60e7\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c9214fe4-a61d-4120-920f-d539f42137ca.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3b6ec3fb-9737-4e1c-a225-e41612129d25.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ca2165fb-559d-44a1-97f6-78d4aff79bd7.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\/8ffee805-906b-4785-9a62-73cd3ea2497f.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=YTYYMZYh0-o\"><source src=\"https:\/\/www.youtube.com\/watch?v=YTYYMZYh0-o\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">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\">AI\u667a\u80fd\u4f53\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u4e91\u7aef\u865a\u62df\u673a\u9694\u79bb<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u6c99\u7bb1\u73af\u5883<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u591a\u667a\u80fd\u4f53\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u6267\u884c\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u4e91\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u9694\u79bb\u65b9\u6848\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u89e3\u51b3\u4e86\u5bf9\u667a\u80fd\u4f53\u5931\u63a7\u7684\u771f\u5b9e\u6050\u60e7\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1aVM\u542f\u52a8\u901f\u5ea6\u662f\u5426\u6ee1\u8db3\u5f00\u53d1\u8fed\u4ee3\u3001\u662f\u5426\u63d0\u4f9b\u884c\u4e3a\u53ef\u89c2\u6d4b\u6027\u4e0e\u56de\u653e\u529f\u80fd\u3001\u7f51\u7edc\u51fa\u53e3\u63a7\u5236\u7684\u7cbe\u7ec6\u5ea6\u3001\u5982\u4f55\u5b89\u5168\u4f20\u9012\u672c\u5730\u4e0a\u4e0b\u6587\u4e0e\u5bc6\u94a5\uff0c\u4ee5\u53ca\u5bf9\u957f\u671f\u6210\u672c\u63a7\u5236\u7684\u5173\u6ce8\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Coasty\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5999\u800c\u5173\u952e\u7684\u75db\u70b9\uff1a**\u4fe1\u4efb\u8d64\u5b57**\u3002\u5b83\u63d0\u4f9b\u7684\u5e76\u975e\u6280\u672f\u4e0a\u7684\u7edd\u5bf9\u521b\u65b0\uff0c\u800c\u662f\u4e00\u4e2a\u57fa\u4e8e\u6210\u719f\u865a\u62df\u5316\u6280\u672f\u7684\u201c\u5fc3\u7406\u5b89\u5168\u5c42\u201d\u3002\u4ea7\u54c1\u771f\u6b63\u7684\u6d1e\u5bdf\u5728\u4e8e\uff0c\u5f53\u524dAI\u667a\u80fd\u4f53\u666e\u53ca\u7684\u6700\u5927\u969c\u788d\u5e76\u975e\u80fd\u529b\u4e0d\u8db3\uff0c\u800c\u662f\u5f00\u53d1\u8005\u5185\u5fc3\u90a3\u201c\u6309\u4e0b\u56de\u8f66\u524d\u7684\u72b9\u8c6b\u201d\u3002\u5b83\u5c06\u4e00\u4e2a\u590d\u6742\u7684\u5b89\u5168\u95ee\u9898\uff0c\u8f6c\u5316\u4e3a\u4e00\u4e2a\u53ef\u6309\u9700\u9500\u6bc1\u7684\u3001\u5177\u6709\u660e\u786e\u7ecf\u6d4e\u6210\u672c\uff0820\u7f8e\u5143\/\u6708\uff09\u7684\u201c\u53ef\u627f\u53d7\u98ce\u9669\u5355\u5143\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u5546\u4e1a\u6a21\u5f0f\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0e\u5de8\u5934\u5728\u901a\u7528\u4e91\u8ba1\u7b97\u9886\u57df\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u805a\u7126\u4e8e\u201c\u4e3a\u667a\u80fd\u4f53\u800c\u751f\u201d\u7684\u5782\u76f4\u57fa\u7840\u8bbe\u65bd\u3002\u58f0\u79f0\u6bd4AWS\/GCP\u4fbf\u5b9c86%\u7684\u5b9a\u4ef7\u7b56\u7565\uff0c\u76f4\u63a5\u7784\u51c6\u4e86E2B\u7b49\u65b0\u5174\u7ade\u54c1\uff0c\u8bd5\u56fe\u7528\u6781\u7b80\u7684\u5b9a\u4ef7\u548c\u201c\u65e0\u4f1a\u8bdd\u65f6\u957f\u9650\u5236\u201d\u6765\u5438\u5f15\u65e9\u671f\u5c1d\u9c9c\u8005\u548c\u72ec\u7acb\u5f00\u53d1\u8005\u3002\u4ece\u7b49\u5f85\u5217\u8868\u7684\u6784\u6210\u6765\u770b\uff0c\u5b83\u786e\u5b9e\u7cbe\u51c6\u51fb\u4e2d\u4e86\u201c vibe coders\u201d\u7684\u611f\u6027\u9700\u6c42\uff0c\u800c\u975e\u4f20\u7edf\u7684\u4f01\u4e1a\u5408\u89c4\u91c7\u8d2d\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u957f\u671f\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c**\u201c\u9694\u79bb\u201d\u672c\u8eab\u53ef\u80fd\u6210\u4e3a\u4e00\u79cd\u6027\u80fd\u4e0e\u4f53\u9a8c\u7684\u67b7\u9501**\u3002\u5feb\u901f\u7684VM\u542f\u52a8\u3001\u65e0\u7f1d\u7684\u4e0a\u4e0b\u6587\u4f20\u9012\u3001\u9ad8\u6548\u7684\u8d44\u6e90\u590d\u7528\uff0c\u8fd9\u4e9b\u4e0e\u201c\u5f7b\u5e95\u9694\u79bb\u201d\u5b58\u5728\u5185\u5728\u77db\u76fe\u3002\u5176\u6b21\uff0c\u968f\u7740\u4e3b\u6d41\u4e91\u5e73\u53f0\u548c\u5f00\u53d1\u5de5\u5177\uff08\u5982Cursor\u3001VS Code\uff09\u7eb7\u7eb7\u5185\u5d4c\u66f4\u7cbe\u7ec6\u7684\u6743\u9650\u7ba1\u63a7\u548c\u6c99\u7bb1\u529f\u80fd\uff0cCoasty\u7684\u72ec\u7acb\u4ef7\u503c\u53ef\u80fd\u88ab\u4fb5\u8680\u3002\u6700\u540e\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u201c\u667a\u80fd\u4f53\u9ad8\u5ea6\u81ea\u4e3b\u4e14\u5371\u9669\u201d\u8fd9\u4e00\u53d9\u4e8b\u3002\u5982\u679c\u672a\u6765\u667a\u80fd\u4f53\u884c\u4e3a\u53d8\u5f97\u9ad8\u5ea6\u53ef\u9884\u6d4b\u3001\u53ef\u63a7\uff0c\u6216\u8005\u4e1a\u754c\u901a\u8fc7\u5176\u4ed6\u6280\u672f\u8def\u5f84\uff08\u5982\u80fd\u529b\u9650\u5236\u3001\u5f62\u5f0f\u5316\u9a8c\u8bc1\uff09\u89e3\u51b3\u4e86\u5b89\u5168\u95ee\u9898\uff0c\u90a3\u4e48\u201c\u6bcf\u4e2a\u667a\u80fd\u4f53\u4e00\u4e2aVM\u201d\u7684\u65b9\u6848\u53ef\u80fd\u663e\u5f97\u7b28\u91cd\u4e14\u6602\u8d35\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7b80\u8a00\u4e4b\uff0cCoasty\u662f\u4e00\u4e2a\u5e94\u201c\u6050\u60e7\u201d\u800c\u751f\u7684\u53ca\u65f6\u96e8\u4ea7\u54c1\uff0c\u4f46\u5b83\u5fc5\u987b\u5feb\u901f\u4ece\u201c\u5b89\u5168\u5fc3\u7406\u5b89\u6170\u5242\u201d\u6f14\u8fdb\u4e3a\u201c\u667a\u80fd\u4f53\u539f\u751f\u5f00\u53d1\u4f53\u9a8c\u7684\u6838\u5fc3\u5e73\u53f0\u201d\uff0c\u5728\u9694\u79bb\u4e4b\u4e0a\u6784\u5efa\u4e0d\u53ef\u66ff\u4ee3\u7684\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u4ef7\u503c\uff0c\u5426\u5219\u6050\u96be\u9003\u88ab\u57fa\u7840\u8bbe\u65bd\u5de8\u5934\u6216\u66f4\u96c6\u6210\u7684\u5f00\u53d1\u73af\u5883\u6536\u7f16\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\">Coasty<\/span>\n <\/div>\n<div class=\"comment-content\">Most agent infrastructure runs workloads in shared environments, one compromised agent affects everything else. Coasty gives every AI agent its own isolated VM. No shared processes, no noisy neighbors, no blast radius. Each agent spins up sandboxed and tears down cleanly. True isolation. Not a container in a shared pool, a dedicated VM. Undercuts AWS & GCP. Built for agents, not retrofitted compute. Running code execution, browser automation, or multi-agent pipelines? Visit coasty.ai<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! Nitish & Prateek here, co-founders of Coasty.<\/p>\n<p>The honest origin story: I was terrified to run Claude Code on my own laptop.<br \/>\nNot because AI agents are bad, they’re incredible. But because I’d watched the many incidents recently where agents deleted files and codebases or installed something bad.<br \/>\nThe pattern was obvious: AI agents are powerful precisely because they can execute commands, install packages, and access your filesystem. That power is also the danger.<\/p>\n<p>The solution we built is almost embarrassingly simple in hindsight: give each agent its own isolated computer in the cloud. It can go completely rogue in there, delete everything, install malware, exfiltrate whatever. Doesn’t matter. Your actual machine is untouched. Kill the VM, spin up a new one.<\/p>\n<p>The biggest business surprise: our 700-person waitlist wasn’t mostly “security teams.” It was solo developers and vibe coders who are scared to hit Enter in Cursor. That changed how we think about the product entirely.<\/p>\n<p>We’re a Columbia and Purdue Team building what we wish existed when we started running agents. At $20\/month we’re 86% cheaper than E2B, with no 24-hour session caps and built-in network egress controls.<\/p>\n<p>Would love your honest feedback especially if you’ve had your own horror story with an agent going somewhere it shouldn’t.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nitish_kovuru\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nitish_kovuru<\/a> This is such a simple idea that it feels obvious in hindsight \u2014 which usually means you\u2019re onto something.<\/p>\n<p>The psychological barrier you\u2019ve identified is real. A lot of builders <em>say<\/em> they trust agents, but there\u2019s always that split-second hesitation before giving filesystem access. Especially after some of the recent \u201cagent gone rogue\u201d stories.<\/p>\n<p>The interesting part to me isn\u2019t just isolation \u2014 it\u2019s behaviour containment. You\u2019re effectively turning agent execution into something closer to a sandboxed runtime with kill-switch economics. That changes how freely people experiment.<\/p>\n<p>Curious about two things:<\/p>\n<ol>\n<li>\n<p>How fast is spin-up time for a fresh VM? Does it feel instant enough for iterative dev workflows?<\/p>\n<\/li>\n<li>\n<p>Are you thinking about deeper observability \u2014 like replaying exactly what the agent did before killing the environment?<\/p>\n<\/li>\n<\/ol>\n<p>The 700-person waitlist being mostly solo devs is the real signal here. That\u2019s not a compliance market \u2014 that\u2019s fear mitigation for power users.<\/p>\n<p>Really clean positioning at $20\/mo as well.<\/p>\n<p>Congrats on the launch \u2014 interested to see how this evolves as agents become more autonomous.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@nitish_kovuru\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nitish_kovuru<\/a> Hi Nitish , this hits a very real fear. Agents are powerful, but giving them direct access to your local machine feels risky, especially after some of the horror stories.<\/p>\n<p>Isolating each agent in its own cloud VM is simple and practical. Kill it, reset it, move on. That peace of mind matters.<\/p>\n<p>I\u2019m building Ahsk, a macOS AI assistant focused on safe, in flow AI use. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>nice, congrats! great infra for security of agents<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The isolation angle is smart. Most agent sandboxing today is just containers with a fancy wrapper, not real VM-level separation. Curious about the network egress controls — do you support fine-grained rules per agent (like allowing only specific API endpoints)? That would be huge for enterprise use cases where agents need to call external services but you still want strict blast radius control.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Also for y’all Product Hunters we got a Promo Code!! CS10OFF to get 10% off of our Starter $20 plan!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>That’s a really nice idea! aren’t you worried about the costs of this cloud pc’s? have you tryed or looking to implement technologies like <strong>agentready.cloud<\/strong> and their <strong>TokenCut<\/strong> feature to reduce token costs for your end users? are they using their API key’s for LLM’s or is the platform giving their’s? Thank you, Really really great product by the way, so simple yet so usuful \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@christian_b_1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@christian_b_1<\/a> With AWS, the costs of the cloud PC’s per month itself is the cheapest expense in our whole business model! For now, we are giving our own agent which has been rated pretty highly by OSworld’s Test(It completed 82% of the 369 automation tasks thrown at it). We will definitely consider using those to cut costs for our customer as that is our number one priority. Thank You for taking time out of your day to comment! It means the world to us \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>Congrats on the launch! Giving agents their own disposable cloud machine feels like a clean, practical solution to a very real fear. How do you balance isolation with developer convenience? For example, how easy is it to securely pass local project context, credentials, or secrets into the VM without reintroducing the very risks Coasty is designed to eliminate?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Also for every person you invite to Coasty, we\u2019ll give you some free credits for the agents! Check out, Invites on our menu bar for more details after signing up.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/APFC7UPMQ3HVY5\" class=\"app-title\">moCODE<\/a><\/p>\n<div class=\"one-liner\">AI coding assistant on Mobile for OpenCode\/KiloCode Server<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">83<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>moCODE\u662f\u4e00\u6b3e\u8fde\u63a5\u4e2a\u4ebaOpenCode\/KiloCode\u670d\u52a1\u5668\u7684\u79fb\u52a8AI\u7f16\u7a0b\u52a9\u624b\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u8ba9AI\u76f4\u63a5\u4fee\u6539\u4ee3\u7801\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u5916\u51fa\u6216\u8eab\u8fb9\u65e0\u7535\u8111\u65f6\u9700\u7d27\u6025\u67e5\u770b\u3001\u8c03\u8bd5\u548c\u4fee\u590d\u4ee3\u7801\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/61c20831-9756-405f-9dae-f6c3c29322a0.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\/774af061-1a4f-4340-8113-4dd3a67c2b2d.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\/739a82d0-a46e-47fe-bd12-17e02291d758.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\/b9f22da3-f1c5-4b07-8343-ed9db7f9598b.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\/acc832db-7e88-4db5-8582-06061d82ea4e.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\/93a8a978-45de-46b8-8384-22b5fff208a5.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\/1e1d8158-604e-494c-8465-eb2d47566950.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=TVnaJRbM6Fs\"><source src=\"https:\/\/www.youtube.com\/watch?v=TVnaJRbM6Fs\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Tech<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u79fb\u52a8\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7801\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">SFTP\/SSH<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u8fb9\u7f18\u573a\u666f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u65e0\u670d\u52a1\u5668\u67b6\u6784<\/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\u8ba4\u540c\u4ea7\u54c1\u89e3\u51b3\u7684\u201c\u6df1\u591c\u65e0\u7535\u8111\u7d27\u6025\u4fee\u590d\u201d\u75db\u70b9\uff0c\u8d5e\u8d4f\u5176\u4e0d\u5f3a\u8feb\u624b\u673a\u7f16\u7801\u3001\u800c\u662f\u4f5c\u4e3a\u201c\u5bf9\u8bdd\u5f0f\u63a7\u5236\u5c42\u201d\u8fde\u63a5\u771f\u5b9e\u4ee3\u7801\u5e93\u7684\u8bbe\u8ba1\u3002\u80af\u5b9a\u5176\u96c6\u6210\u6587\u4ef6\u6d4f\u89c8\u3001\u5dee\u5f02\u5bf9\u6bd4\u548cSSH\u7ec8\u7aef\u7684\u5b9e\u7528\u6027\uff0c\u5e76\u5173\u6ce8\u4ee3\u7801\u4e0d\u7ecf\u8fc7\u7b2c\u4e09\u65b9\u670d\u52a1\u5668\u7684\u5b89\u5168\u6027\u3002\u6709\u5f00\u53d1\u8005\u63d0\u51fa\u4ea4\u6d41\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n moCODE\u7684\u806a\u660e\u4e4b\u5904\u5728\u4e8e\u5b83\u8fdb\u884c\u4e86\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u573a\u666f\u51cf\u6cd5\u201d\u548c\u201c\u80fd\u529b\u8f6c\u79fb\u201d\u3002\u5b83\u6ca1\u6709\u9677\u5165\u201c\u79fb\u52a8\u7aefIDE\u201d\u7684\u4f2a\u547d\u9898\u7ade\u4e89\uff0c\u800c\u662f\u6e05\u9192\u5730\u8ba4\u8bc6\u5230\u5728\u624b\u673a\u5c0f\u5c4f\u4e0a\u9ad8\u6548\u201c\u5199\u201d\u4ee3\u7801\u662f\u53cd\u4eba\u6027\u7684\u3002\u56e0\u6b64\uff0c\u5b83\u5c06\u6838\u5fc3\u4ef7\u503c\u4ece\u201c\u7f16\u8f91\u201d\u8f6c\u79fb\u5230\u4e86\u201c\u51b3\u7b56\u4e0e\u5ba1\u67e5\u201d\u2014\u2014\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u53d1\u51fa\u6307\u4ee4\uff0cAI\u4ee3\u7406\u5728\u8fdc\u7a0b\u670d\u52a1\u5668\u4e0a\u6267\u884c\u5177\u4f53\u64cd\u4f5c\uff0c\u7528\u6237\u53ea\u9700\u5728\u79fb\u52a8\u7aef\u8fdb\u884c\u5173\u952e\u7684\u6d4f\u89c8\u3001\u5dee\u5f02\u5bf9\u6bd4\u548c\u6700\u7ec8\u786e\u8ba4\u3002\u8fd9\u5b9e\u8d28\u4e0a\u5c06\u624b\u673a\u53d8\u6210\u4e86\u4e00\u4e2a\u5177\u5907\u9ad8\u7ea7\u522b\u6743\u9650\u7684\u3001\u5bf9\u8bdd\u5f0f\u7684\u8fdc\u7a0b\u8fd0\u7ef4\u4e0e\u4ee3\u7801\u5ba1\u67e5\u7ec8\u7aef\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u5e76\u975eAI\u80fd\u529b\u672c\u8eab\uff08\u8fd9\u5df2\u662f\u901a\u7528\u57fa\u7840\u8bbe\u65bd\uff09\uff0c\u800c\u5728\u4e8e\u5bf9\u7279\u5b9a\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u548c\u4fe1\u4efb\u7ed3\u6784\u7684\u6df1\u523b\u7406\u89e3\u3002\u4ea7\u54c1\u7d27\u5bc6\u7ed1\u5b9aOpenCode\/KiloCode\u670d\u52a1\u5668\u53caTailscale\u7b49\u5de5\u5177\uff0c\u660e\u786e\u670d\u52a1\u4e8e\u62e5\u6709\u79c1\u6709\u5316\u90e8\u7f72\u73af\u5883\uff08\u5982\u5bb6\u5ead\u5b9e\u9a8c\u5ba4\uff09\u7684\u6280\u672f\u4eba\u7fa4\u3002\u5b83\u627f\u8bfa\u4ee3\u7801\u6c38\u4e0d\u7ecf\u8fc7\u81ea\u8eab\u670d\u52a1\u5668\uff0c\u8fd9\u7cbe\u51c6\u51fb\u4e2d\u4e86\u8be5\u7fa4\u4f53\u5bf9\u4ee3\u7801\u5b89\u5168\u6027\u548c\u9690\u79c1\u7684\u6781\u81f4\u8981\u6c42\uff0c\u7528\u67b6\u6784\u8bbe\u8ba1\u89e3\u51b3\u4e86\u4fe1\u4efb\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u53d1\u5c55\u4e0a\u9650\u4e5f\u53d7\u9650\u4e8e\u8fd9\u4e00\u7cbe\u51c6\u5b9a\u4f4d\u3002\u5b83\u662f\u4e00\u4e2a\u201c\u589e\u5f3a\u914d\u4ef6\u201d\u800c\u975e\u72ec\u7acb\u5e73\u53f0\uff0c\u589e\u957f\u4e25\u91cd\u4f9d\u8d56\u4e0a\u6e38\u5f00\u6e90\u670d\u52a1\u5668\u751f\u6001\u7684\u666e\u53ca\u5ea6\u3002\u5176\u5e94\u7528\u573a\u666f\u96c6\u4e2d\u4e8e\u201c\u8fb9\u7f18\u60c5\u51b5\u201d\u4e0b\u7684\u7d27\u6025\u4fee\u590d\u4e0e\u5ba1\u67e5\uff0c\u867d\u75db\u70b9\u771f\u5207\uff0c\u4f46\u4f7f\u7528\u9891\u7387\u53ef\u80fd\u6709\u9650\u3002\u672a\u6765\u6311\u6218\u5728\u4e8e\u5982\u4f55\u4ece\u201c\u6551\u706b\u5de5\u5177\u201d\u5ef6\u4f38\u81f3\u66f4\u9ad8\u9891\u7684\u201c\u79fb\u52a8\u534f\u540c\u573a\u666f\u201d\uff0c\u540c\u65f6\u907f\u514d\u529f\u80fd\u81a8\u80c0\u7834\u574f\u73b0\u6709\u7684\u7b80\u6d01\u4e0e\u5b89\u5168\u627f\u8bfa\u3002\u8fd9\u662f\u4e00\u6b3e\u5728\u7ec6\u5206\u8d5b\u9053\u505a\u5f97\u6781\u5176\u950b\u5229\u7684\u4ea7\u54c1\uff0c\u4f46\u8d5b\u9053\u672c\u8eab\u7684\u89c4\u6a21\uff0c\u5c06\u51b3\u5b9a\u5b83\u662f\u6210\u4e3a\u5c0f\u4f17\u795e\u5668\u8fd8\u662f\u80fd\u7834\u5708\u589e\u957f\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">moCODE<\/span>\n <\/div>\n<div class=\"comment-content\">The mobile companion for OpenCode\/KiloCode Server. Connect to your server and bring AI-assisted coding to your mobile device.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\ud83d\udea8 As a developer, I’ve lived this nightmare: critical bug at 11 PM, laptop downstairs, simple fix that shouldn’t require running downstairs.<\/p>\n<p>That’s exactly why moCode exists.<\/p>\n<p>It’s not another mobile code editor (because let’s be honest, typing code on a phone is… rough). Instead, moCode connects to your OpenCode\/KiloCode server and lets you talk to an AI agent to:<\/p>\n<p>– \ud83d\udcac Chat with AI using @file mentions to reference your actual codebase<br \/>\n– \ud83d\udcc1 Browse files via SFTP, download what you need<br \/>\n– \ud83d\udd04 Review changes with rich diffs and syntax highlighting<br \/>\n– \u2328\ufe0f Use a built-in terminal with SSH support<\/p>\n<p>The game-changer: You don’t write the code. You have a conversation with AI that understands your project and makes the changes for you.<\/p>\n<p>Perfect for Tailscale users who want their home lab in their pocket. Your code never touches moCode’s servers\u2014secure, modern, built by developers who actually use this to ship code.<\/p>\n<p>Currently in open beta on Google Play. iOS coming soon.<\/p>\n<p>What’s your “I need to code but don’t have my laptop” story? Drop it below \ud83d\udc47<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@file\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@file<\/a> <a href=\"https:\/\/www.producthunt.com\/@vkpdeveloper\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vkpdeveloper<\/a> Hi Vaibhav, this is painfully relatable. That late night \u201cit\u2019s just one small fix\u201d moment happens to every dev.<\/p>\n<p>I like that you\u2019re not trying to turn the phone into an editor, but into a conversational control layer over your real codebase. Diffs, file browsing, and SSH built in makes it actually usable.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on staying in flow while building. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/NGHFQQWTOQ5QRO\" class=\"app-title\">PI-Link Speed Radar<\/a><\/p>\n<div class=\"one-liner\">Smart Doppler radar powered by your phone<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">77<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>PI-Link Speed Radar \u5c06\u591a\u666e\u52d2\u96f7\u8fbe\u786c\u4ef6\u4e0e\u667a\u80fd\u624b\u673a\u7684\u8ba1\u7b97\u80fd\u529b\u7ed3\u5408\uff0c\u5728\u68d2\u7403\u7b49\u8fd0\u52a8\u8bad\u7ec3\u573a\u666f\u4e2d\uff0c\u4e3a\u8fd0\u52a8\u5458\u548c\u6559\u7ec3\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u667a\u80fd\u3001\u6210\u672c\u66f4\u4f4e\u7684\u7403\u901f\u6d4b\u91cf\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u6d4b\u901f\u67aa\u4ef7\u683c\u6602\u8d35\u3001\u5904\u7406\u80fd\u529b\u6709\u9650\u4e14\u8bfb\u6570\u4e0d\u4e00\u81f4\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/538a8672-98a1-4958-8d8b-3b3d59f9519a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/AJXRWwZG0zM\"><source src=\"https:\/\/youtu.be\/AJXRWwZG0zM\" 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\/08c8e59b-e464-4f5e-856b-48cbfc5d892f.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\/1350937b-9e6c-4e28-a732-72e23e2fca51.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\/c6431f51-7904-4d5c-bdea-87aa10d44b54.gif?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\">Sports<\/span><br \/>\n <span class=\"tag\">Hardware<\/span><br \/>\n <span class=\"tag\">Crowdfunding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8fd0\u52a8\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u786c\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6d4b\u901f\u96f7\u8fbe<\/span><br \/>\n <span class=\"tag\">\u68d2\u7403\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u624b\u673a\u5916\u8bbe<\/span><br \/>\n <span class=\"tag\">\u591a\u666e\u52d2\u96f7\u8fbe<\/span><br \/>\n <span class=\"tag\">\u4fe1\u53f7\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u4f17\u7b79\u4ea7\u54c1<\/span><br \/>\n <span class=\"tag\">\u4f53\u80b2\u6570\u636e\u5206\u6790<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u666e\u904d\u8ba4\u53ef\u5176\u201c\u786c\u4ef6+\u667a\u80fd\u624b\u673a\u7b97\u529b\u201d\u7684\u7cfb\u7edf\u7ea7\u91cd\u6784\u601d\u8def\uff0c\u8ba4\u4e3a\u6b64\u4e3e\u806a\u660e\u4e14\u5408\u7406\u3002\u521b\u59cb\u4eba\u4e3b\u52a8\u5bfb\u6c42\u6765\u81ea\u786c\u4ef6\u5f00\u53d1\u8005\u3001\u4fe1\u53f7\u5904\u7406\u4e13\u5bb6\u53ca\u8fd0\u52a8\u79d1\u6280\u4eba\u58eb\u7684\u53cd\u9988\uff0c\u4ee5\u4f18\u5316\u7cbe\u5ea6\u548c\u6ee4\u6ce2\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u4eceProduct Hunt\u6d41\u91cf\u5230Kickstarter\u7684\u8f6c\u5316\u7387\u60c5\u51b5\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 PI-Link Speed Radar \u63d0\u51fa\u7684\u201c\u667a\u80fd\u624b\u673a\u4f5c\u4e3a\u7b97\u529b\u6838\u5fc3\u201d\u7684\u6a21\u5f0f\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u9879\u98a0\u8986\u6027\u6280\u672f\u521b\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u73b0\u6709\u6280\u672f\u8981\u7d20\u7684\u3001\u7cbe\u660e\u7684\u7cfb\u7edf\u91cd\u6784\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u884c\u4e1a\u75fc\u75be\uff1a\u4f20\u7edf\u4e13\u7528\u786c\u4ef6\u5728\u8ffd\u6c42\u4fbf\u643a\u548c\u8010\u7528\u65f6\uff0c\u5176\u5185\u7f6e\u5904\u7406\u5668\u6027\u80fd\u5df2\u4e25\u91cd\u6ede\u540e\u4e8e\u65f6\u4ee3\u3002\u4ea7\u54c1\u5c06\u6602\u8d35\u7684\u4e13\u7528DSP\uff08\u6570\u5b57\u4fe1\u53f7\u5904\u7406\uff09\u5355\u5143\uff0c\u7f6e\u6362\u4e3a\u7528\u6237\u5df2\u6709\u7684\u3001\u4e14\u6301\u7eed\u514d\u8d39\u5347\u7ea7\u7684\u667a\u80fd\u624b\u673aSOC\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u5de7\u5999\u7684\u6210\u672c\u8f6c\u79fb\u548c\u4ef7\u503c\u94fe\u91cd\u5851\u3002\u5176\u5546\u4e1a\u6f5c\u529b\u4e0d\u4ec5\u5728\u4e8e\u53ef\u80fd\u4ee5\u66f4\u4f4e\u4ef7\u683c\u63d0\u4f9b\u53ef\u6bd4\u6027\u80fd\uff0c\u66f4\u5728\u4e8e\u4e3a\u540e\u7eed\u901a\u8fc7\u8f6f\u4ef6\u66f4\u65b0\u589e\u52a0\u5206\u6790\u529f\u80fd\uff08\u5982\u6295\u7403\u8f68\u8ff9\u5206\u6790\u3001\u6570\u636e\u4e91\u7aef\u540c\u6b65\uff09\u6253\u5f00\u4e86\u5927\u95e8\uff0c\u8fd9\u662f\u4f20\u7edf\u5c01\u95ed\u786c\u4ef6\u96be\u4ee5\u4f01\u53ca\u7684\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u79cd\u6a21\u5f0f\u4e5f\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\u4e0e\u7591\u95ee\u3002\u9996\u5148\uff0c\u7528\u6237\u4f53\u9a8c\u7684\u5b8c\u6574\u6027\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u624b\u673aAPP\u7684\u7a33\u5b9a\u6027\u548c\u4f4e\u5ef6\u8fdf\uff0c\u96f7\u8fbe\u786c\u4ef6\u672c\u8eab\u662f\u5426\u6ca6\u4e3a\u7b80\u5355\u7684\u201c\u4f20\u611f\u5668\u63a2\u5934\u201d\uff1f\u5176\u6b21\uff0c\u5728\u4e0d\u540c\u54c1\u724c\u3001\u578b\u53f7\u624b\u673a\u6027\u80fd\u5dee\u5f02\u5de8\u5927\u7684\u73af\u5883\u4e0b\uff0c\u5982\u4f55\u4fdd\u8bc1\u6d4b\u91cf\u7cbe\u5ea6\u7684\u4e00\u81f4\u6027\u548c\u6743\u5a01\u6027\uff1f\u8fd9\u53ef\u80fd\u9700\u8981\u590d\u6742\u7684\u8bbe\u5907\u6821\u51c6\u4e0e\u8ba4\u8bc1\u4f53\u7cfb\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8eKickstarter\u8f6c\u5316\u7387\u7684\u63d0\u95ee\uff0c\u6070\u6070\u70b9\u660e\u4e86\u5176\u73b0\u9636\u6bb5\u7684\u6838\u5fc3\u547d\u9898\uff1a\u8fd9\u4e2a\u806a\u660e\u7684\u6982\u5ff5\u80fd\u5426\u8f6c\u5316\u4e3a\u53ef\u9760\u7684\u6d88\u8d39\u7ea7\u4ea7\u54c1\uff0c\u5e76\u83b7\u5f97\u4f53\u80b2\u8bad\u7ec3\u2014\u2014\u8fd9\u4e2a\u5bf9\u6570\u636e\u51c6\u786e\u6027\u6781\u4e3a\u654f\u611f\u7684\u4e13\u4e1a\u5e02\u573a\u7684\u4fe1\u4efb\uff1f\u5b83\u6311\u6218\u7684\u4e0d\u662f\u6280\u672f\u5929\u82b1\u677f\uff0c\u800c\u662f\u7528\u6237\u56fa\u6709\u7684\u4f7f\u7528\u4e60\u60ef\u548c\u4fe1\u4efb\u4f53\u7cfb\u3002\u82e5\u6210\u529f\uff0c\u6216\u53ef\u5f00\u8f9f\u4e00\u4e2a\u201c\u4f20\u611f\u5668\u5916\u8bbe+\u667a\u80fd\u624b\u673a\u7b97\u529b\u201d\u7684\u4f53\u80b2\u786c\u4ef6\u65b0\u54c1\u7c7b\uff1b\u82e5\u5728\u7cbe\u5ea6\u6216\u53ef\u9760\u6027\u4e0a\u51fa\u73b0\u7455\u75b5\uff0c\u5219\u5bb9\u6613\u88ab\u89c6\u4e3a\u201c\u73a9\u5177\u201d\u800c\u975e\u4e13\u4e1a\u5de5\u5177\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u5728\u4e8e\u5bf9\u201c\u4e13\u7528\u8bbe\u5907\u201d\u5b9a\u4e49\u7684\u4e00\u6b21\u5927\u80c6\u89e3\u6784\u4e0e\u8bd5\u63a2\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\">PI-Link Speed Radar<\/span>\n <\/div>\n<div class=\"comment-content\">Hi Product Hunt \ud83d\udc4b I\u2019m the founder of PI SpeedLAB. We started building PI-Link because we were frustrated with traditional speed guns \u2014 limited processing power, inconsistent readings, and expensive hardware. So we asked: What if we used the smartphone\u2019s CPU instead? By combining Doppler radar hardware with smartphone-level computing power, we built a smarter way to measure baseball velocity. We\u2019d love your feedback \u2014 especially from athletes, coaches, and hardware builders. Ask me anything!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt \ud83d\udc4b<\/p>\n<p>I\u2019m the founder of PI SpeedLAB.<br \/>This project actually started out of frustration.<\/p>\n<p>Every time we compared readings from traditional speed radars, we noticed inconsistencies. The hardware was expensive, but the processing power inside was surprisingly limited.<\/p>\n<p>That made us wonder \u2014<br \/>why are we still relying on tiny embedded processors when everyone already carries a supercomputer in their pocket?<\/p>\n<p>So instead of trying to build a smarter speed radar\u2026<br \/>we decided to build a smarter system.<\/p>\n<p>PI-Link uses Doppler radar hardware, but lets the smartphone handle the heavy signal processing. That shift changed everything for us.<\/p>\n<p>This is still a journey. We\u2019re refining accuracy, improving filtering, and constantly testing against legacy devices.<\/p>\n<p>If you\u2019ve built hardware, worked on signal processing, or care about sports tech \u2014 I\u2019d genuinely love your feedback.<\/p>\n<p>What would you improve?<br \/>What would you question first?<\/p>\n<p>Thanks for checking us out<\/p>\n<p>And also check out our Kickstarter campaign : <a href=\"https:\/\/www.kickstarter.com\/projects\/1359404817\/turn-your-smartphone-into-a-smart-speed-radar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.kickstarter.com\/projects\/1359404817\/turn-your-smartphone-into-a-smart-speed-radar<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pispeedlab\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pispeedlab<\/a> Love how this came from real frustration and turned into a smarter rethink of the system. Using the smartphone for processing is a sharp move and it makes a lot of sense. Congrats on the launch and good luck refining it further.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@pispeedlab\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pispeedlab<\/a> Hi Kevin, this is a clever rethink. Offloading the heavy signal processing to a smartphone instead of cramming it into limited hardware makes a lot of sense.<\/p>\n<p>Using existing compute power to improve accuracy and flexibility is a smart systems level shift.<\/p>\n<p>I\u2019m building Ahsk app, a macOS AI assistant focused on practical productivity tools. Would love to connect and exchange feedback. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>love the hardware + cpu approach kevin. smarter than the legacy guns. saw the kickstarter link too\u2014how is the conversion rate holding up from the ph traffic today? looks like a killer combo.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/HZFWHO5WK2YVNE\" class=\"app-title\">fasrad<\/a><\/p>\n<div class=\"one-liner\">AI agents for the rest of us – free during open beta<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">22<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Fasrad\u662f\u4e00\u4e2a\u514d\u90e8\u7f72\u3001\u5168\u5929\u5019\u8fd0\u884c\u7684\u6258\u7ba1\u5f0fAI\u667a\u80fd\u4f53\u5e73\u53f0\uff0c\u8ba9\u7528\u6237\u65e0\u9700\u6280\u672f\u80cc\u666f\u5373\u53ef\u5feb\u901f\u521b\u5efa\u80fd\u81ea\u4e3b\u5904\u7406\u90ae\u4ef6\u3001\u5ba2\u6237\u89e6\u8fbe\u3001\u6570\u636e\u7ba1\u7406\u548c\u7f51\u7edc\u641c\u7d22\u7b49\u4efb\u52a1\u7684\u6570\u5b57\u52a9\u624b\uff0c\u89e3\u51b3\u4e86\u4e2d\u5c0f\u56e2\u961f\u6216\u4e2a\u4eba\u5728\u81ea\u52a8\u5316\u6d41\u7a0b\u4e2d\u9762\u4e34\u7684\u6280\u672f\u95e8\u69db\u548c\u8fd0\u7ef4\u6210\u672c\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ba4b9a19-b22d-4da2-8307-1a9fd842a53d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/280fbb5c-f2b2-47d6-aa17-537bd35709d4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4eeb5a6b-3b74-4683-a5fc-c5f906d9e585.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\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u6258\u7ba1\u5f0f\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u7535\u5b50\u90ae\u4ef6\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">7×24\u8fd0\u884c<\/span><br \/>\n <span class=\"tag\">\u514d\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u516c\u5f00\u6d4b\u8bd5\u7248<\/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>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u5b98\u65b9\u6027\u8d28\u7684\u4ecb\u7ecd\u6027\u8bc4\u8bba\uff0c\u8be6\u7ec6\u8bf4\u660e\u4e86\u4ea7\u54c1\u529f\u80fd\u3001\u5de5\u4f5c\u539f\u7406\u4e0e\u5dee\u5f02\u5316\u4f18\u52bf\u3002\u6682\u65e0\u771f\u5b9e\u7528\u6237\u7684\u4f7f\u7528\u53cd\u9988\u3001\u95ee\u9898\u6216\u5efa\u8bae\u3002\u8bc4\u8bba\u65e8\u5728\u5f81\u96c6\u7528\u6237\u5e0c\u671b\u7528\u667a\u80fd\u4f53\u5904\u7406\u7684\u5177\u4f53\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 Fasrad\u5207\u5165\u7684\u662f\u5f53\u524dAI Agent\u9886\u57df\u6700\u52a1\u5b9e\u4f46\u7ade\u4e89\u4e5f\u6700\u6fc0\u70c8\u7684\u8d5b\u9053\uff1a\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u662f\u5c06\u590d\u6742\u7684AI\u667a\u80fd\u4f53\u6846\u67b6\u8fdb\u884c\u4ea7\u54c1\u5316\u3001\u670d\u52a1\u5316\u5c01\u88c5\u3002\u53e3\u53f7\u201c\u4e3a\u5176\u4f59\u6240\u6709\u4eba\u670d\u52a1\u7684AI\u667a\u80fd\u4f53\u201d\u76f4\u6307\u5f53\u524d\u5f00\u6e90Agent\u5de5\u5177\u9700\u8981API\u5bc6\u94a5\u3001Docker\u90e8\u7f72\u548c\u6280\u80fd\u7f16\u6392\u7684\u6280\u672f\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u5c06\u201c\u667a\u80fd\u4f53\u201d\u4ece\u4e00\u4e2a\u5f00\u53d1\u6982\u5ff5\u8f6c\u53d8\u4e3a\u5373\u5f00\u5373\u7528\u7684\u751f\u4ea7\u529b\u5de5\u5177\u3002\u5b83\u6574\u5408\u4e86\u901a\u4fe1\uff08\u90ae\u4ef6\u3001Telegram\uff09\u3001\u6570\u636e\u5904\u7406\uff08\u8868\u683c\u3001\u6587\u6863\uff09\u548c\u7814\u7a76\u81ea\u52a8\u5316\u7b49\u6838\u5fc3\u529e\u516c\u573a\u666f\uff0c\u5e76\u5f3a\u8c03\u201c\u8bb0\u5fc6\u201d\u80fd\u529b\uff0c\u8fd9\u4f7f\u5176\u533a\u522b\u4e8e\u7b80\u5355\u7684\u5355\u70b9\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5411\u201c\u6301\u7eed\u6027\u6570\u5b57\u5458\u5de5\u201d\u7684\u5b9a\u4f4d\u9760\u62e2\u3002\u5176\u5546\u4e1a\u6a21\u5f0f\u6e05\u6670\u2014\u2014\u901a\u8fc7\u514d\u8d39\u516c\u5f00\u6d4b\u8bd5\u83b7\u53d6\u7528\u6237\u4e0e\u573a\u666f\uff0c\u672a\u6765\u5f88\u53ef\u80fd\u6309\u667a\u80fd\u4f53\u6570\u91cf\u3001\u4efb\u52a1\u590d\u6742\u5ea6\u6216\u4f7f\u7528\u91cf\u8fdb\u884c\u5206\u7ea7\u4ed8\u8d39\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5728\u201c\u6258\u7ba1\u201d\u4e0e\u201c\u514dAPI\u5bc6\u94a5\u201d\u7684\u4fbf\u5229\u80cc\u540e\uff0c\u662f\u7528\u6237\u6570\u636e\u9690\u79c1\u3001\u5e73\u53f0\u9501\u5b9a\u548c\u957f\u671f\u6210\u672c\u7684\u6f5c\u5728\u62c5\u5fe7\u3002\u5176\u6b21\uff0c\u529f\u80fd\u867d\u5e7f\u4f46\u6df1\u5ea6\u5b58\u7591\uff0c\u5904\u7406\u590d\u6742\u3001\u975e\u6807\u51c6\u5316\u7684\u4e1a\u52a1\u903b\u8f91\u65f6\uff0c\u5176\u667a\u80fd\u4f53\u7684\u53ef\u9760\u6027\u4e0e\u51c6\u786e\u6027\u4ecd\u9700\u5927\u89c4\u6a21\u771f\u5b9e\u573a\u666f\u9a8c\u8bc1\u3002\u6700\u540e\uff0c\u8be5\u9886\u57df\u5df2\u6709Zapier\u3001Make\u7b49\u6210\u719f\u81ea\u52a8\u5316\u5e73\u53f0\u96c6\u6210AI\u80fd\u529b\uff0c\u4e5f\u6709\u8bf8\u591aChatGPT\u751f\u6001\u5e94\u7528\u5206\u98df\u7ec6\u5206\u5e02\u573a\uff0cFasrad\u9700\u8bc1\u660e\u5176\u96c6\u6210\u4f53\u9a8c\u4e0e\u667a\u80fd\u4f53\u81ea\u4e3b\u6027\u7684\u4f18\u52bf\u8db3\u591f\u5f62\u6210\u58c1\u5792\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cFasrad\u662f\u4e00\u6b21\u6709\u4ef7\u503c\u7684\u5e02\u573a\u9a8c\u8bc1\uff0c\u5b83\u8bd5\u56fe\u5c06AI Agent\u7684\u201c\u661f\u8fb0\u5927\u6d77\u201d\u62c9\u56de\u201c\u89e3\u51b3\u773c\u524d\u6742\u4e8b\u201d\u7684\u63a5\u5730\u6c14\u5c42\u9762\u3002\u5176\u6210\u8d25\u5173\u952e\u4e0d\u5728\u4e8e\u6280\u672f\u70ab\u6280\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5728\u516c\u5f00\u6d4b\u8bd5\u4e2d\u771f\u6b63\u6c89\u6dc0\u51fa\u51e0\u4e2a\u4e0d\u53ef\u66ff\u4ee3\u7684\u9ad8\u9891\u573a\u666f\uff0c\u5e76\u6784\u5efa\u8d77\u7a33\u5b9a\u3001\u53ef\u4fe1\u7684\u670d\u52a1\u4f53\u9a8c\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u5728\u7ea2\u6d77\u4e2d\u5c1d\u8bd5\u7528\u4fbf\u5229\u6027\u6362\u751f\u5b58\u7684\u666e\u901a\u5de5\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">fasrad<\/span>\n <\/div>\n<div class=\"comment-content\">No wrestling with API keys, Docker, and skills. Fasrad gives you hosted AI agents that just work \u2014 ready in under a minute, running 24\/7. Your agent handles email, runs personalized outreach, manages spreadsheets, browses the web, and remembers everything across conversations. Works on Web, email and Telegram. Describe what you need, your agent handles the rest. No install. No API keys. No servers. Always on. Free during open beta!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Fasrad is a fully hosted AI agent platform. No API keys, no infrastructure, no code \u2014 sign up, name your agent, and it’s live.<\/p>\n<p>How it works:<\/p>\n<p> 1. Create an agent and define its personality<br \/>\n 2. Connect your channels \u2014 Web, Telegram, Email<br \/>\n 3. Your agent runs 24\/7<\/p>\n<p>What agents can do:<\/p>\n<p> Communication<br \/>\n – Read, triage, and reply to emails autonomously<br \/>\n – Run personalized outreach campaigns from spreadsheets<br \/>\n – Respond on Telegram <\/p>\n<p> Data & Documents<br \/>\n – Create and manage Google Sheets and Drive files<br \/>\n – Parse PDFs, Excel files, and CSVs<br \/>\n – Store structured data <\/p>\n<p> Research & Automation<br \/>\n – Search the web and read full pages<br \/>\n – Run scheduled tasks and recurring workflows<br \/>\n – Trigger automations on new emails, keywords, or cron schedules<\/p>\n<p> Memory<br \/>\n – Remembers names, preferences, and context across every conversation<br \/>\n – Shared knowledge across multiple agents <\/p>\n<p> What makes it different<\/p>\n<p>Most agent frameworks require you to self-host, bring your own API keys, and wire everything together. Fasrad handles all of that \u2014 agents deploy instantly and run continuously.<\/p>\n<p>Currently in beta and completely free. The goal is to get real feedback.<\/p>\n<p>What would you want your agent to handle? Drop it in the comments<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/NQAQE4JUCNIUIK\" class=\"app-title\">IPAware<\/a><\/p>\n<div class=\"one-liner\">IP intelligence without the meter \u2013 predictable pricing<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">21<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>IPAware\u662f\u4e00\u6b3e\u63d0\u4f9b\u65e0\u9650\u8bf7\u6c42\u3001\u56fa\u5b9a\u6708\u8d39\u7684IP\u667a\u80fdAPI\uff0c\u4e3a\u5f00\u53d1\u8005\u89e3\u51b3\u4e86IP\u67e5\u8be2\u670d\u52a1\u6309\u91cf\u8ba1\u8d39\u5e26\u6765\u7684\u6210\u672c\u4e0d\u53ef\u63a7\u548c\u7528\u91cf\u7126\u8651\u95ee\u9898\uff0c\u9002\u7528\u4e8e\u9700\u8981\u7a33\u5b9aIP\u5730\u7406\u4f4d\u7f6e\u3001\u5a01\u80c1\u68c0\u6d4b\u548c\u5b89\u5168\u4fe1\u53f7\u7684\u5e94\u7528\u573a\u666f\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7b9052b2-ef2b-4209-9d88-dbb3ed0ba5ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5928be3c-1142-40f3-be7c-f4acc88f0f9a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ce1f4fde-629b-4acc-85aa-36a8067ef726.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a8b2af96-c0d0-4c5f-a151-d70667c284e3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d60e2958-dd65-4467-b79a-af5d8dcb57cd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dc8fe631-8348-4a55-8b65-d477bd00ce83.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Development<\/span><br \/>\n <span class=\"tag\">Security<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">IP\u667a\u80fdAPI<\/span><br \/>\n <span class=\"tag\">IP\u5730\u7406\u4f4d\u7f6e\u67e5\u8be2<\/span><br \/>\n <span class=\"tag\">\u5a01\u80c1\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u56fa\u5b9a\u5b9a\u4ef7<\/span><br \/>\n <span class=\"tag\">\u65e0\u9650\u8bf7\u6c42<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\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\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u4ef7\u503c\uff0c\u8ba4\u4e3a\u5176\u5728\u96f6\u4fe1\u4efb\u65f6\u4ee3\u5f88\u6709\u7528\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u521b\u59cb\u4eba\u8be6\u7ec6\u89e3\u91ca\u4e86\u4ea7\u54c1\u903b\u8f91\uff1b\u6709\u7528\u6237\u56e0AI\u667a\u80fd\u4f53\u722c\u866b\u95ee\u9898\u800c\u8ba4\u4e3a\u5176\u6709\u7528\uff1b\u6709\u5efa\u8bae\u589e\u52a0\u6f14\u793a\u89c6\u9891\u4ee5\u76f4\u89c2\u5c55\u793a\u4ef7\u503c\uff0c\u56e2\u961f\u56de\u5e94\u6f84\u6e05\u4e86\u4ea7\u54c1\u4f5c\u4e3a\u201c\u4fe1\u53f7\u5c42\u201d\u7684\u5b9a\u4f4d\u5e76\u8003\u8651\u91c7\u7eb3\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n IPAware\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u6210\u719f\u4f46\u5b58\u5728\u663e\u8457\u5b9a\u4ef7\u75db\u70b9\u7684\u5e02\u573a\u2014\u2014IP\u667a\u80fd\u67e5\u8be2\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u6280\u672f\u98a0\u8986\uff0c\u800c\u662f\u5546\u4e1a\u6a21\u5f0f\u7684\u7cbe\u51c6\u6253\u51fb\uff1a\u5c06\u201c\u6309\u91cf\u8ba1\u8d39\u201d\u8f6c\u53d8\u4e3a\u201c\u56fa\u5b9a\u6708\u8d39\u201d\u3002\u8fd9\u76f4\u63a5\u547d\u4e2d\u4e86\u4e2d\u5c0f\u5f00\u53d1\u8005\u6216\u9879\u76ee\u65e9\u671f\u9636\u6bb5\u7684\u8f6f\u808b\uff1a\u5bf9\u6210\u672c\u4e0d\u53ef\u9884\u6d4b\u7684\u6050\u60e7\u4f1a\u6291\u5236\u4ea7\u54c1\u529f\u80fd\u7684\u5b9e\u73b0\u4e0e\u6570\u636e\u7684\u81ea\u7531\u4f7f\u7528\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u4e3a\u5f00\u53d1\u8005\u7684\u201c\u5fc3\u7406\u5b89\u5168\u201d\u548c\u201c\u51b3\u7b56\u81ea\u7531\u201d\u5b9a\u4ef7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e5f\u6784\u6210\u4e86\u6700\u5927\u7684\u98ce\u9669\u4e0e\u6311\u6218\u3002\u65e0\u9650\u8bf7\u6c42\u6a21\u5f0f\u5728\u5438\u5f15\u5927\u91cf\u7528\u6237\u7684\u540c\u65f6\uff0c\u6781\u6613\u5f15\u6765\u6ee5\u7528\u548c\u6781\u9ad8\u6210\u672c\u7684\u201c\u5de8\u91cf\u7528\u6237\u201d\uff0c\u8fd9\u5bf9\u5176\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u548c\u98ce\u63a7\u80fd\u529b\u662f\u5de8\u5927\u8003\u9a8c\u3002\u4ea7\u54c1\u5fc5\u987b\u5728\u5176\u6570\u636e\u6e90\u7684\u8fb9\u9645\u6210\u672c\u3001\u5b9a\u4ef7\u95e8\u69db\u4e0e\u7528\u6237\u4f7f\u7528\u6a21\u5f0f\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u5e73\u8861\uff0c\u5426\u5219\u201c\u65e0\u9650\u201d\u5c06\u6210\u4e3a\u541e\u566c\u5229\u6da6\u7684\u9ed1\u6d1e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u7528\u6237\u5bf9\u5176\u201c\u4fe1\u53f7\u5c42\u201d\u7684\u5b9a\u4f4d\uff08\u4ec5\u63d0\u4f9b\u98ce\u9669\u6807\u8bc6\uff0c\u4e0d\u4e3b\u52a8\u62e6\u622a\uff09\u6709\u6e05\u6670\u8ba4\u77e5\uff0c\u8fd9\u964d\u4f4e\u4e86\u5176\u670d\u52a1\u8d23\u4efb\u98ce\u9669\uff0c\u4f46\u4e5f\u5c06\u4ef7\u503c\u5929\u82b1\u677f\u9650\u5b9a\u5728\u4e86\u5de5\u5177\u5c42\u9762\u3002\u5728\u5b89\u5168\u9886\u57df\uff0c\u4ec5\u63d0\u4f9b\u6570\u636e\u800c\u7f3a\u4e4f\u54cd\u5e94\u52a8\u4f5c\u7684\u96c6\u6210\uff0c\u5176\u58c1\u5792\u548c\u5ba2\u6237\u7c98\u6027\u53ef\u80fd\u4e0d\u8db3\u3002\u957f\u671f\u770b\uff0c\u5b83\u53ef\u80fd\u6210\u4e3a\u5927\u578b\u5b89\u5168\u670d\u52a1\u751f\u6001\u4e2d\u7684\u4e00\u4e2a\u5e73\u4ef7\u6570\u636e\u6a21\u5757\uff0c\u6216\u9700\u8981\u5728\u6570\u636e\u6df1\u5ea6\u3001\u5b9e\u65f6\u6027\u3001\u72ec\u5bb6\u5a01\u80c1\u60c5\u62a5\u4e0a\u6784\u5efa\u66f4\u575a\u56fa\u7684\u62a4\u57ce\u6cb3\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u662f\u5bf9\u56e2\u961f\u5728\u5355\u4f4d\u7ecf\u6d4e\u6a21\u578b\u8fd0\u8425\u548c\u7cbe\u51c6\u76ee\u6807\u5ba2\u6237\u9009\u62e9\u4e0a\u7684\u4e00\u6b21\u4e25\u5cfb\u8003\u9a8c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">IPAware<\/span>\n <\/div>\n<div class=\"comment-content\">Get accurate IP geolocation, threat detection, and security signals without worrying about request limits or overage fees. Built for developers who want predictable pricing and reliable data.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b I’m Doruk, and today we’re launching <a href=\"https:\/\/ipaware.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>IPAware<\/strong><\/a> – an IP intelligence API that doesn’t charge you per request.<\/p>\n<p><strong>The problem:<\/strong><br \/>IP lookup services charge per request. You start with a side project, it grows, and suddenly you’re paying hundreds for something that should cost a fraction of that. The metering creates anxiety and makes you second-guess every API call.<\/p>\n<p><strong>What IPAware does:<\/strong><\/p>\n<ul>\n<li>\n<p>IP geolocation (country, region, city, timezone, coordinates)<\/p>\n<\/li>\n<li>\n<p>Threat detection (VPN, proxy, Tor, datacenter detection)<\/p>\n<\/li>\n<li>\n<p>Security signals (risk score, threat level, recommendations)<\/p>\n<\/li>\n<li>\n<p>ASN\/ISP data for connection context<\/p>\n<\/li>\n<li>\n<p>Clean JSON responses that work with any language<\/p>\n<\/li>\n<\/ul>\n<p><strong>Why it’s different:<\/strong><br \/>Flat monthly pricing. $9.99\/month or $99.90\/year (2 months free) for unlimited requests. <strong>No surprises, no overages, no usage anxiety.<\/strong> Just predictable costs that let you build without worrying about the meter.<\/p>\n<p><strong>For developers:<\/strong><\/p>\n<ul>\n<li>\n<p>REST API, no SDK required<\/p>\n<\/li>\n<li>\n<p>Works with any stack (Node, Python, Go, PHP, and more)<\/p>\n<\/li>\n<li>\n<p>Low latency with edge delivery<\/p>\n<\/li>\n<li>\n<p>Simple integration (just HTTP + JSON)<\/p>\n<\/li>\n<\/ul>\n<p><strong>Launch special:<\/strong><br \/><strong>For the first 24 hours, the Pro tier is free for a full month. <\/strong>Sign up and claim it from your dashboard \u2013 you’ll get unlimited requests for the entire month. After that, you can choose to keep Pro or switch to the free tier (5k requests\/month). Entirely up to you, no tricks.<\/p>\n<p>We built this because we were tired of IP lookup bills scaling faster than our apps. Would love to hear your feedback and what you think!<\/p>\n<p>Try it: <a href=\"https:\/\/ipaware.io\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/ipaware.io<\/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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dorukalpulgen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dorukalpulgen<\/a> Good luck with the launch, I\u2019ll definitely be checking this out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@dorukalpulgen Congratulations \ud83c\udf89 <\/p>\n<p>this product is really useful for me<\/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\/@dorukalpulgen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dorukalpulgen<\/a> In this era of zero trust, we need tools like this, totally. commendable effort.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 very useful given the new advent of A agents scrapping all across the internet <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks <a href=\"https:\/\/www.producthunt.com\/@arun_prasad06\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"arun_prasad06\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arun_prasad06<\/a>, appreciate the feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch <br \/>For monitoring and security tools like this, a short demo video showing how alerts are triggered and how teams respond in real time can really help visitors understand the value instantly instead of trying to imagine it from text.<br \/>I specialize in SaaS\/product demo videos, so I always notice this looks like a really useful tool for teams managing infrastructure. Wishing you a strong launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">Hey @growthfilmstudio , thanks a lot for the feedback!<\/p>\n<p>Just to clarify, we simply return a flag to the end user via the API or through the WHOIS tool on our website if an IP address should be considered risky. We don\u2019t take any action ourselves or enforce anything.<\/p>\n<p>You can think of it purely as a signal layer. It\u2019s entirely up to the user to decide whether to allow or block the IP based on that information.<\/p>\n<p>But we\u2019ll definitely consider adding a short video in our next launch! Thanks for the suggestion.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/A7WQLHL6VQNYBO\" class=\"app-title\">Groie – No-code website builder<\/a><\/p>\n<div class=\"one-liner\">A no-code website builder that thinks like a marketer<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">17<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Groie\u662f\u4e00\u6b3e\u9762\u5411B2B SaaS\u56e2\u961f\u7684GTM\u4f18\u5148\u65e0\u4ee3\u7801\u7f51\u7ad9\u642d\u5efa\u5de5\u5177\uff0c\u5728\u9700\u8981\u5feb\u901f\u4e0a\u7ebf\u3001\u8fed\u4ee3\u9ad8\u8f6c\u5316\u7387\u5b98\u7f51\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u8425\u9500\u7f51\u7ad9\u5b9a\u4f4d\u4e0d\u6e05\u3001SEO\u57fa\u7840\u8584\u5f31\u3001\u8f6c\u5316\u6f0f\u6597\u8bbe\u8ba1\u4e0d\u4f73\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/2b93df5d-69af-4c1d-a3ab-f01aa623174c.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/EVgkdMTsq2k\"><source src=\"https:\/\/youtu.be\/EVgkdMTsq2k\" 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\/1c116354-4b26-4ebd-a354-31313a760bae.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/298c5a06-fee9-4a25-8788-5ac06caf22cc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ef6d3ff8-576d-4f20-9f8a-c004adf3fe1b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/354ae2ce-4f75-4473-a007-e48ccd7c5e6f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1dc5ca50-3790-45da-a27b-08c292eefd10.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cff357bc-04d3-4f28-8fbb-7eb64b65624d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e3d0f927-8bf1-4186-9c17-e7cae8935e2b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6b394dd4-7e55-4584-a58e-e95174fee026.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8e0eec32-ba07-4268-8b6b-140e56489279.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\">SEO<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Website Builder<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">B2B SaaS<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u5efa\u8bbe<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u4e0a\u5e02<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u8425\u9500<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u8f6c\u5316\u7387\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\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\u4e0a\u767e\u4e2aSaaS\u7f51\u7ad9\u5b9e\u6218\u7ecf\u9a8c\uff0c\u65e8\u5728\u89e3\u51b3\u7f51\u7ad9\u901f\u5ea6\u3001\u5b9a\u4f4d\u3001SEO\u4e0e\u8f6c\u5316\u95f4\u7684\u77db\u76fe\u3002\u5176\u4e3b\u52a8\u5bfb\u6c42\u7528\u6237\u53cd\u9988\uff0c\u8be2\u95ee\u7528\u6237\u5728\u7f51\u7ad9\u901f\u5ea6\u3001\u6e05\u6670\u5ea6\u3001\u6d41\u91cf\u6216\u8f6c\u5316\u65b9\u9762\u7684\u5177\u4f53\u56f0\u5883\uff0c\u4f46\u6682\u65e0\u5916\u90e8\u7528\u6237\u8bc4\u8bba\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 Groie\u63d0\u51fa\u7684\u201cGTM-first\u201d\u548c\u201c\u50cf\u8425\u9500\u4eba\u5458\u4e00\u6837\u601d\u8003\u201d\u7684\u6982\u5ff5\uff0c\u7cbe\u51c6\u523a\u4e2d\u4e86\u5f53\u524d\u65e0\u4ee3\u7801\u5efa\u7ad9\u5e02\u573a\u7684\u666e\u904d\u8f6f\u808b\uff1a\u5f62\u5f0f\u5927\u4e8e\u529f\u80fd\uff0c\u8bbe\u8ba1\u8131\u79bb\u589e\u957f\u3002\u5927\u591a\u6570\u5efa\u7ad9\u5de5\u5177\u81f4\u529b\u4e8e\u8ba9\u7528\u6237\u66f4\u7b80\u5355\u5730\u505a\u51fa\u201c\u597d\u770b\u201d\u7684\u7f51\u7ad9\uff0c\u5374\u5ffd\u7565\u4e86B2B SaaS\u7f51\u7ad9\u4f5c\u4e3a\u6838\u5fc3\u589e\u957f\u5f15\u64ce\u7684\u672c\u8d28\u2014\u2014\u5b83\u9700\u8981\u627f\u8f7d\u6e05\u6670\u7684\u5b9a\u4f4d\u3001\u7a33\u56fa\u7684SEO\u67b6\u6784\u548c\u9ad8\u6548\u7684\u8f6c\u5316\u903b\u8f91\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u65e0\u4ee3\u7801\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u4ea7\u54c1\u5e02\u573a\u5339\u914d\u3001\u5b9a\u4f4d\u6846\u67b6\u3001SEO-ready\u7ed3\u6784\u7b49\u4e13\u4e1a\u8425\u9500\u77e5\u8bc6\u4ea7\u54c1\u5316\u3001\u6a21\u5757\u5316\uff0c\u5c01\u88c5\u8fdb\u4e00\u4e2a\u89c6\u89c9\u7f16\u8f91\u5668\u4e2d\u3002\u8fd9\u76f8\u5f53\u4e8e\u4e3a\u7f3a\u4e4f\u8425\u9500\u4f53\u7cfb\u6216\u6267\u884c\u8d44\u6e90\u7684SaaS\u56e2\u961f\uff0c\u5185\u7f6e\u4e86\u4e00\u4f4d\u201c\u865a\u62df\u589e\u957f\u8d1f\u8d23\u4eba\u201d\u7684\u601d\u7ef4\u6a21\u578b\u3002\u5b83\u8bd5\u56fe\u89c4\u907f\u7684\u201cSEO\u503a\u52a1\u201d\u548c\u201c\u91cd\u65b0\u8bbe\u8ba1\u5faa\u73af\u201d\uff0c\u6b63\u662f\u8349\u7387\u4e0a\u7ebf\u7f51\u7ad9\u540e\u5fc5\u7136\u9762\u4e34\u7684\u957f\u671f\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u7406\u5ff5\u7684\u5148\u8fdb\u6027\u9700\u8981\u6781\u4f73\u7684\u7528\u6237\u4f53\u9a8c\u6765\u627f\u8f7d\uff0c\u82e5\u5de5\u5177\u672c\u8eab\u53d8\u5f97\u590d\u6742\u6666\u6da9\uff0c\u4fbf\u80cc\u79bb\u4e86\u201c\u5feb\u901f\u201d\u7684\u521d\u8877\u3002\u5176\u6b21\uff0c\u8425\u9500\u6846\u67b6\u5177\u6709\u6781\u5f3a\u7684\u884c\u4e1a\u4e0e\u9636\u6bb5\u7279\u5f02\u6027\uff0c\u5176\u5185\u7f6e\u7684\u201c\u6700\u4f73\u5b9e\u8df5\u201d\u80fd\u5426\u666e\u9002\u5e76\u6301\u7eed\u8fed\u4ee3\uff0c\u662f\u5de8\u5927\u8003\u9a8c\u3002\u6700\u540e\uff0c\u76ee\u524d\u4ec5\u6709\u7684\u5f00\u53d1\u8005\u81ea\u8bc4\u7f3a\u4e4f\u5e02\u573a\u9a8c\u8bc1\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u7ed3\u5408\u201d\u662f\u5426\u771f\u6b63\u4e1d\u6ed1\u6709\u6548\uff0c\u4ecd\u9700\u771f\u5b9e\u7528\u6237\u6848\u4f8b\u4f50\u8bc1\u3002\u603b\u4f53\u800c\u8a00\uff0cGroie\u662f\u4e00\u6b21\u6709\u4ef7\u503c\u7684\u8d5b\u9053\u7ec6\u5206\u5c1d\u8bd5\uff0c\u5b83\u4ece\u8425\u9500\u6548\u679c\u53cd\u63a8\u5de5\u5177\u8bbe\u8ba1\uff0c\u4f46\u80fd\u5426\u4ece\u201c\u6709\u9053\u7406\u7684\u6784\u60f3\u201d\u6210\u957f\u4e3a\u201c\u6709\u6548\u7387\u7684\u6807\u914d\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u5982\u4f55\u5e73\u8861\u9884\u8bbe\u6846\u67b6\u7684\u521a\u6027\u4e0e\u7528\u6237\u9700\u6c42\u7684\u7075\u6d3b\u6027\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Groie – No-code website builder<\/span>\n <\/div>\n<div class=\"comment-content\">Groie is a GTM-first no-code website builder for B2B SaaS teams who care about growth, not just design. Built by product marketers who have shipped 100+ SaaS websites and GTM systems, it combines positioning frameworks, SEO-ready architecture, inbound marketing foundations, and conversion-focused templates in a powerful visual editor. Launch, test, iterate, and scale high-impact SaaS websites fast without developers, prompts, redesign cycles, or SEO debt.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone<\/p>\n<p>We built Groie after shipping 100+ SaaS websites and noticing the same problem again and again. Founders wanted speed, but ended up with sites that looked good and quietly hurt positioning, SEO, and conversions. <\/p>\n<p>So we asked ourselves: what if a website builder was built from real GTM execution, not just design trends? <\/p>\n<p>Groie is our attempt to solve that. It\u2019s a no-code builder, yes but it\u2019s structured around messaging clarity, SEO foundations, and conversion logic from day one. <\/p>\n<p>We\u2019d genuinely love honest feedback.Where do you struggle most with your SaaS website today speed, clarity, traffic, or conversions? <\/p>\n<p>Thanks for checking us out \u2764\ufe0f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/VDXZ5FAOI3P5EG\" class=\"app-title\">Anythink<\/a><\/p>\n<div class=\"one-liner\">From idea to live API, before your coffee gets cold<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">17<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Anythink \u662f\u4e00\u6b3e\u201c\u65e0\u4ee3\u7801\u540e\u7aef\u5373\u670d\u52a1\u201d\u5e73\u53f0\uff0c\u65e8\u5728\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u64cd\u5fc3\u5e95\u5c42\u4ee3\u7801\u548c\u57fa\u7840\u8bbe\u65bd\uff0c\u5373\u53ef\u5feb\u901f\u83b7\u5f97\u5305\u542b\u6570\u636e\u5e93\u3001API\u3001\u7528\u6237\u7ba1\u7406\u3001\u652f\u4ed8\u7b49\u529f\u80fd\u7684\u5b8c\u6574\u540e\u7aef\u89e3\u51b3\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u4eceAI\u539f\u578b\u5230\u53ef\u8fd0\u8425\u4e1a\u52a1\u4e4b\u95f4\u5f00\u53d1\u5468\u671f\u6f2b\u957f\u3001\u6280\u672f\u95e8\u69db\u9ad8\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/56422317-7931-47db-b98d-678baaa41e4b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8f96edb2-b74d-4796-b899-0789375359d9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/97d5f186-ca5f-4a8f-89bd-0b8d702a4c62.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d7920081-5623-4d10-a532-0f97a6178063.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e2596093-f68a-476a-83c4-2579b85cd71e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b30301d8-093a-4153-8a7d-321bb01d0e82.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fdbde66a-4766-4fc5-ade3-c07b2c5c0084.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\/ac6e3adf-27d1-41fa-a9aa-0631a85eb975.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=JFeZzLzUrN8\"><source src=\"https:\/\/www.youtube.com\/watch?v=JFeZzLzUrN8\" 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\">Tech<\/span><br \/>\n <span class=\"tag\">Database<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u540e\u7aef\u5373\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">BaaS<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">API\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Stripe\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3Supabase<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e24\u6781\u3002\u652f\u6301\u8005\u76db\u8d5e\u5176\u514d\u8d39\u8d77\u6b65\u3001\u4f01\u4e1a\u7ea7\u57fa\u7840\u8bbe\u65bd\u80fd\u6781\u5927\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002\u8d28\u7591\u8005\u4e3b\u8981\u62c5\u5fe7\u5e73\u53f0\u9501\u5b9a\u548c\u672a\u6765\u6210\u672c\uff0c\u7279\u522b\u662f\u76c8\u5229\u540e\u7684\u6536\u8d39\u6a21\u5f0f\uff0c\u5e76\u5bf9\u80fd\u5426\u4f7f\u7528\u81ea\u6709\u670d\u52a1\uff08\u5982Stripe\u3001\u6570\u636e\u5e93\uff09\u548c\u81ea\u7531\u8fc1\u79fb\u6570\u636e\u8868\u793a\u5173\u5207\u3002\u5b98\u65b9\u56de\u590d\u5f3a\u8c03\u65e0\u9501\u5b9a\u3001\u652f\u6301\u81ea\u6709Stripe\u8d26\u6237\u53ca\u6570\u636e\u53ef\u81ea\u7531\u8fdb\u51fa\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 Anythink\u7684\u4eae\u76f8\uff0c\u7cbe\u51c6\u523a\u4e2d\u4e86\u5f53\u524d\u201cAI\u524d\u7aef\u72c2\u6b22\u201d\u540e\u7684\u771f\u5b9e\u7a98\u5883\uff1a\u5c06\u534e\u4e3d\u7684AI\u6f14\u793a\u8f6c\u5316\u4e3a\u7a33\u5b9a\u3001\u53ef\u6269\u5c55\u3001\u5177\u5907\u5546\u4e1a\u80fd\u529b\u7684\u4e1a\u52a1\uff0c\u662f\u541e\u566c\u6570\u5468\u751a\u81f3\u6570\u6708\u7684\u201c\u6c89\u9ed8\u6210\u672c\u201d\u3002\u5b83\u5ba3\u79f0\u201c\u4e0d\u662f\u53e6\u4e00\u4e2aAI\u5e73\u53f0\u201d\uff0c\u5b9e\u5219\u662f\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3aAI\u5e94\u7528\u6d6a\u6f6e\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u57fa\u5efa\u627f\u91cd\u5899\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u5217\u8868\u7684\u7f57\u5217\uff08\u8fd9\u4e9b\u529f\u80fd\u5728Supabase\u3001Directus\u7b49\u7ade\u54c1\u4e2d\u5df2\u4e0d\u9c9c\u89c1\uff09\uff0c\u800c\u5728\u4e8e\u5176\u8bd5\u56fe\u91cd\u5851\u7684\u4f18\u5148\u7ea7\u548c\u4f53\u9a8c\uff1a\u201c\u540e\u7aef\u4f18\u5148\u201d\u3002\u5b83\u6293\u4f4f\u4e86\u4e00\u4e2a\u5173\u952e\u6d1e\u5bdf\uff1a\u8bb8\u591a\u521d\u521b\u56e2\u961f\u548c\u72ec\u7acb\u5f00\u53d1\u8005\u8fc7\u65e9\u9677\u5165\u524d\u7aef\u7ec6\u8282\uff0c\u5374\u4f4e\u4f30\u4e86\u540e\u7aef\u67b6\u6784\u3001\u652f\u4ed8\u96c6\u6210\u3001\u6743\u9650\u63a7\u5236\u7b49\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u7684\u590d\u6742\u6027\u4e0e\u8017\u65f6\u3002Anythink\u627f\u8bfa\u5c06\u8fd9\u4e9b\u6253\u5305\u6210\u5373\u7528\u670d\u52a1\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u201c\u5de5\u7a0b\u7ecf\u9a8c\u201d\u4ea7\u54c1\u5316\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u76f4\u63a5\u4ece\u201c\u60f3\u6cd5\u201d\u8df3\u5230\u201c\u53ef\u8fd0\u8425\u7684API\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u8d28\u7591\u4e5f\u76f4\u6307\u8fd9\u7c7b\u670d\u52a1\u7684\u547d\u95e8\uff1a\u4fe1\u4efb\u4e0e\u63a7\u5236\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u9501\u6b7b\u201d\u548c\u201c\u76c8\u5229\u540e\u6536\u5272\u201d\u7684\u62c5\u5fe7\uff0c\u662fBaaS\u6a21\u5f0f\u7684\u539f\u751f\u8bc5\u5492\u3002\u5c3d\u7ba1\u5b98\u65b9\u56de\u5e94\u6570\u636e\u53ef\u81ea\u7531\u8fdb\u51fa\uff0c\u4f46\u4e00\u65e6\u5de5\u4f5c\u6d41\u3001\u4e1a\u52a1\u903b\u8f91\u6df1\u5ea6\u5d4c\u5165\u5e73\u53f0\uff0c\u8fc1\u79fb\u6210\u672c\u5c06\u6307\u6570\u7ea7\u4e0a\u5347\u3002\u5b83\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5982\u4f55\u5728\u63d0\u4f9b\u201c\u5f00\u7bb1\u5373\u7528\u7684\u4fbf\u5229\u201d\u4e0e\u201c\u4fdd\u6301\u67b6\u6784\u7684\u81ea\u4e3b\u6743\u201d\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\uff0c\u5e76\u8ba9\u5e02\u573a\u76f8\u4fe1\u5176\u5b9a\u4ef7\u6a21\u5f0f\u7684\u957f\u671f\u53cb\u597d\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728\u201c\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u201d\u8d5b\u9053\u5df2\u8d8b\u62e5\u6324\u7684\u5f53\u4e0b\uff0cAnythink\u82e5\u60f3\u7a81\u56f4\uff0c\u4e0d\u80fd\u4ec5\u9760\u201c\u53e6\u4e00\u4e2a\u66ff\u4ee3\u8005\u201d\u7684\u5b9a\u4f4d\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u5176\u6807\u699c\u7684\u201c\u4f01\u4e1a\u7ea7\u57fa\u7840\u8bbe\u65bd\u201d\u548c\u201c40\u500d\u6548\u7387\u63d0\u5347\u201d\u8f6c\u5316\u4e3a\u7528\u6237\u53ef\u611f\u77e5\u7684\u3001\u8fdc\u8d85\u96c6\u6210\u4e0e\u8fd0\u7ef4\u6210\u672c\u7684\u771f\u5b9e\u4ef7\u503c\uff0c\u5e76\u6784\u5efa\u4e00\u4e2a\u8db3\u591f\u900f\u660e\u548c\u7075\u6d3b\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u5f7b\u5e95\u6253\u6d88\u5f00\u53d1\u8005\u5bf9\u201c\u6e29\u6c34\u716e\u9752\u86d9\u201d\u7684\u6df1\u5ea6\u7591\u8651\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u6280\u672f\u6808\u9009\u62e9\u4e2d\u7684\u53c8\u4e00\u4e2a\u77ed\u6682\u9009\u9879\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\">Anythink<\/span>\n <\/div>\n<div class=\"comment-content\">A Supabase, Directus or Airtable alternative that actually gets out of your way. Start for free, scale globally. Not another AI platform. Anythink is your backend, sorted. From idea to live API in minutes. From Enterprise to Vibes, we’ve got you covered. AI makes a nice frontend, but turning that into a business is where the weeks disappear. With Anythink, you get database, APIs, user management, Stripe payments, workflows, access control and search, all without touching code and infrastructure.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\ude80 Free to start, no credit card required.<br \/>I’ve watched people struggle to build and wire up backends for 19 years. In that time I’ve led the builds of some of the largest products in the world including Prime Video for Amazon. The tools have changed, the languages have changed, AI has changed everything; and yet here we are, watching people vibe code a beautiful app in a weekend, feel like they’ve cracked it, then spend the next month figuring out what they’ve actually built and trying to turn it into something real.<br \/>Anythink gives you the backend first. A real one. Enterprise-grade infrastructure, built by someone who’s had to care about scale, now accessible from day one, free, no credit card required.<br \/>We’re seeing 40x faster development with fewer bugs. The same robust infrastructure that used to take a team of engineers, ready in moments.<br \/>Free plan includes:<br \/>\u2705 Auto-generated REST APIs<br \/>\u2705 Visual data modelling<br \/>\u2705 User management & access control<br \/>\u2705 Stripe payments<br \/>\u2705 Workflow automation<br \/>\u2705 File storage with CDN<br \/>And quite a lot more… would love to hear what you’re building. Drop it in the comments \ud83d\udc47<\/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\/@chris_addams\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chris_addams<\/a> So excited about this!! giving developers real backend infrastructure from the start removes a huge barrier to building fast and confidently<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks like you ream us hard, the moment we’re bringing in money. Can I switch to simply using my own Stripe acct, host with my own hosting, such as resplit\/hostinger\/etc. and use my own SUpabase\/etc. for DB and Github for the codebase? <\/p>\n<p>I love to try tools like this, but am wary about lock-ins.<\/p>\n<p>Best of luck with the launch!<\/p>\n<p><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/961f3ff2-7a05-45ae-9cb0-5da1eba42cd3.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>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> Not sure I’d agree with ‘reaming you hard’ – You use your own stripe account with Stripe connect – it’s already built in for you, with fully working dashboard and subscription tracking across all your users.<br \/>You’ve highlighted our Free tier – you’re not paying for our platform if you’re using it, your only charge is on transactions. Our free tier includes higher transaction fees than the premium accounts. This is because we don’t want to limit you by feature, but grow with you.<br \/>As for hosting, Anythink is a hosted solution. We provide the DB, Search Engine, Kubernetes Stack, CDN, Email Capability, Workflow Engine and Authentication. It’s available instantly, right out of the box. You’re not locked in as we’ve built it to allow you to push data in and take data out as fast as you can via the API, you can integrate it with whatever you’d like and you’re free to leave at any point.<br \/>We plan to include more things like hosting of serverless functions and agents – and for those, we’ll be able to sync things to your git, the same with schema’s and workflows – That’s all part of the plan.<br \/>The goal is to make things really simple, to help get you up and running quickly – then scale to millions. And cut the need for all those other subscriptions.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/73MF267QKDTADU\" class=\"app-title\">Sprout Budget<\/a><\/p>\n<div class=\"one-liner\">Save more money for the life you actually want<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Sprout Budget\u662f\u4e00\u6b3e\u901a\u8fc7\u53ef\u89c6\u5316\u3001\u7b80\u5316\u7684\u9884\u7b97\u8ffd\u8e2a\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u6709\u610f\u8bc6\u5730\u6d88\u8d39\u5e76\u6301\u7eed\u50a8\u84c4\uff0c\u4ee5\u51cf\u8f7b\u4f20\u7edf\u8bb0\u8d26\u5e26\u6765\u7684\u538b\u529b\u548c\u8d1f\u7f6a\u611f\u7684\u4e2a\u4eba\u8d22\u52a1\u7ba1\u7406\u5e94\u7528\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c0f995f0-08bf-4e17-bfde-521be731e945.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/50c2bd45-e67f-435e-a01f-7d8eaaf3ee30.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6abdd0be-485f-4343-b18a-be00afb9e480.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\/dbef83ff-f6cb-4c2f-b64c-ff812fd266d3.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=1HRUkXU__fs\"><source src=\"https:\/\/www.youtube.com\/watch?v=1HRUkXU__fs\" 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\">Fintech<\/span><br \/>\n <span class=\"tag\">Personal Finance<\/span><br \/>\n <span class=\"tag\">Budgeting<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e2a\u4eba\u8d22\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u9884\u7b97\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u50a8\u84c4\u76ee\u6807<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u8bb0\u8d26<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u610f\u8bc6<\/span><br \/>\n <span class=\"tag\">\u76ee\u6807\u5bfc\u5411<\/span><br \/>\n <span class=\"tag\">\u7b80\u7ea6\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u65e0\u538b\u529b\u7406\u8d22<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u4e3a\u89e3\u51b3\u4f20\u7edf\u9884\u7b97\u5e94\u7528\u7684\u590d\u6742\u6027\u548c\u8d1f\u7f6a\u611f\u800c\u5efa\uff0c\u5f3a\u8c03\u7b80\u6d01\u3001\u53ef\u89c6\u5316\u548c\u76ee\u6807\u5bfc\u5411\u3002\u6709\u6548\u7528\u6237\u8bc4\u8bba\u8ba4\u540c\u5176\u201c\u8f7b\u91cf\u3001\u6709\u610f\u5411\u201d\u7684\u8bbe\u8ba1\uff0c\u5c24\u5176\u8d5e\u8d4f\u5176\u5728\u65c5\u884c\u7b49\u573a\u666f\u4e0b\u63d0\u4f9b\u7684\u7075\u6d3b\u6027\u548c\u6e05\u6670\u5ea6\uff0c\u65e0\u5177\u4f53\u529f\u80fd\u5efa\u8bae\u6216\u6279\u8bc4\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Sprout Budget\u8bd5\u56fe\u5728\u7ea2\u6d77\u822c\u7684\u4e2a\u4eba\u7406\u8d22\u5e94\u7528\u4e2d\uff0c\u4ee5\u201c\u5fc3\u7406\u51cf\u8d1f\u201d\u4e3a\u5207\u53e3\u8fdb\u884c\u5dee\u5f02\u5316\u7ade\u4e89\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u4e00\u79cd\u4f53\u9a8c\u5b9a\u4f4d\u7684\u8f6c\u6362\uff1a\u5c06\u9884\u7b97\u4ece\u201c\u7ea6\u675f\u4e0e\u5ba1\u8ba1\u201d\u7684\u5de5\u5177\uff0c\u91cd\u5851\u4e3a\u201c\u610f\u8bc6\u4e0e\u8d4b\u80fd\u201d\u7684\u4f19\u4f34\u3002\u8fd9\u7cbe\u51c6\u51fb\u4e2d\u4e86\u5e74\u8f7b\u4e00\u4ee3\u5bf9\u4f20\u7edf\u8d22\u52a1\u7ba1\u7406\uff08\u5982\u7535\u5b50\u8868\u683c\uff09\u7684\u6297\u62d2\u5fc3\u7406\u2014\u2014\u4ed6\u4eec\u5e76\u975e\u4e0d\u5173\u5fc3\u8d22\u52a1\u72b6\u51b5\uff0c\u800c\u662f\u538c\u6076\u4f34\u968f\u800c\u6765\u7684\u7126\u8651\u611f\u548c\u9053\u5fb7\u5ba1\u5224\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6210\u529f\u7684\u5173\u952e\u5728\u4e8e\u8fd9\u79cd\u201c\u8f7b\u91cf\u54f2\u5b66\u201d\u80fd\u5426\u7ecf\u5f97\u8d77\u73b0\u5b9e\u8d22\u52a1\u590d\u6742\u6027\u7684\u8003\u9a8c\u3002\u4ea7\u54c1\u5f3a\u8c03\u201c\u65e0\u590d\u6742\u89c4\u5219\u201d\u3001\u201c\u65e0\u5fae\u89c2\u7ba1\u7406\u201d\uff0c\u8fd9\u56fa\u7136\u964d\u4f4e\u4e86\u5165\u95e8\u95e8\u69db\uff0c\u4f46\u4e5f\u53ef\u80fd\u5c06\u771f\u6b63\u7684\u8d22\u52a1\u89c4\u5212\u6df1\u5ea6\u62d2\u4e4b\u95e8\u5916\u3002\u5bf9\u4e8e\u6709\u503a\u52a1\u3001\u591a\u53d8\u6536\u5165\u6216\u590d\u6742\u8d44\u4ea7\u914d\u7f6e\u7684\u7528\u6237\uff0c\u8fd9\u79cd\u7b80\u7ea6\u53ef\u80fd\u610f\u5473\u7740\u529f\u80fd\u7f3a\u5931\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u201c\u8d22\u52a1\u6b63\u5ff5\u201d\u5de5\u5177\uff0c\u800c\u975e\u4e25\u8083\u7684\u8d22\u52a1\u89c4\u5212\u5f15\u64ce\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u89d2\u5ea6\u770b\uff0c\u5176\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5c06\u201c\u826f\u597d\u7684\u521d\u4f53\u9a8c\u201d\u8f6c\u5316\u4e3a\u6301\u4e45\u7684\u7528\u6237\u7559\u5b58\u3002\u5f53\u7528\u6237\u5ea6\u8fc7\u871c\u6708\u671f\uff0c\u50a8\u84c4\u76ee\u6807\u9047\u5230\u74f6\u9888\u65f6\uff0c\u5e94\u7528\u80fd\u5426\u63d0\u4f9b\u8fdb\u9636\u6d1e\u5bdf\u548c\u5de5\u5177\uff1f\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u7528\u6237\u4ece\u4e00\u4e2a\u4e25\u8083\u7406\u8d22\u5e94\u7528\u201c\u53db\u9003\u201d\u9014\u4e2d\u6682\u65f6\u7684\u8212\u9002\u533a\u3002\u5176\u771f\u6b63\u7684\u5bf9\u624b\u6216\u8bb8\u4e0d\u662fYNAB\u6216Mint\uff0c\u800c\u662f\u7528\u6237\u81ea\u8eab\u884c\u4e3a\u6539\u53d8\u7684\u60f0\u6027\uff0c\u4ee5\u53ca\u90a3\u4e9b\u5c06\u6e38\u620f\u5316\u505a\u5230\u6781\u81f4\u7684\u5e94\u7528\u3002\u5b83\u8d4c\u7684\u662f\u201c\u5fc3\u7406\u8212\u9002\u201d\u80fd\u57f9\u517b\u51fa\u6bd4\u201c\u8d22\u52a1\u7d27\u903c\u201d\u66f4\u53ef\u6301\u7eed\u7684\u4e60\u60ef\uff0c\u8fd9\u662f\u4e00\u573a\u503c\u5f97\u89c2\u5bdf\u7684\u884c\u4e3a\u7ecf\u6d4e\u5b66\u5b9e\u9a8c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Sprout Budget<\/span>\n <\/div>\n<div class=\"comment-content\">Sprout helps you save more money by making budgeting simple and visual. Track your spending, understand where your money actually goes, and turn everyday purchases into progress toward your goals. Unlike traditional budgeting apps, Sprout focuses on awareness and habits \u2014 not guilt, spreadsheets, or overwhelm. Perfect for people who want to spend intentionally, save consistently, and build the life they\u2019re aiming for. \ud83c\udf31 \ud83c\udf81 Product Hunt launch perk: 20% off your first year with code PH20<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I\u2019m the maker of Sprout \ud83c\udf31<\/p>\n<p>I built Sprout because I struggled to find a budgeting app that didn\u2019t feel overwhelming, guilt-driven, or spreadsheet-heavy. Most tools focus on restriction \u2014 but what I really wanted was clarity and a way to save more money for things I actually care about.<\/p>\n<p>Sprout is designed to be:<br \/>\n– Simple \u2014 no complex rules or micromanaging<br \/>\n– Visual \u2014 so you can clearly see where your money goes<br \/>\n– Goal-oriented \u2014 helping you save consistently for what matters most to you<\/p>\n<p>The idea is simple:<br \/>\n\ud83d\udc49 become aware of your spending<br \/>\n\ud83d\udc49 build better habits<br \/>\n\ud83d\udc49 save more over time \u2014 without stress<\/p>\n<p>I\u2019d love your feedback:<br \/>\n> What part of budgeting do you find the most frustrating?<br \/>\n> What\u2019s one thing you wish your current finance app did better?<\/p>\n<p>Thanks for checking it out \u2014 and happy to answer any questions! \ud83d\ude4c<br \/>\n\ud83c\udf81 Product Hunt launch perk: 20% off your first year with code PH20<\/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>Read more about the story behind Sprout and why I created it: <a href=\"https:\/\/www.sproutbudget.app\/our-story\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.sproutbudget.app\/our-story<\/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\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nollers\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nollers<\/a> I totally relate to that. Most budgeting apps feel overwhelming or too spreadsheet-heavy for me.<\/p>\n<p>What I appreciate about Sprout is that it feels lighter and more intentional. Especially as someone who travels, having flexibility and clarity without stress is a big plus \ud83c\udf0d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ 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