\n \n \n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-20<\/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 | 2026-01-20<\/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\/WGOKPUXZTNSBIU\" class=\"app-title\">daily.dev Recruiter<\/a><\/p>\n<div class=\"one-liner\">Hire from the world’s largest developer community<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">351<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u5728\u6280\u672f\u62db\u8058\u573a\u666f\u4e2d\uff0c\u901a\u8fc7\u201c\u53cc\u5411\u9009\u62e9\u3001\u65e0\u9a9a\u6270\u201d\u7684\u5339\u914d\u6a21\u5f0f\uff0c\u89e3\u51b3\u62db\u8058\u8005\u89e6\u8fbe\u88ab\u52a8\u5f00\u53d1\u8005\u65f6\u56de\u590d\u7387\u4f4e\u3001\u5f00\u53d1\u8005\u88ab\u65e0\u6548\u4fe1\u606f\u8f70\u70b8\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\/4e2d07cb-6573-417f-b920-ebe6701a4857.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5eb86484-02ea-4352-b8ef-3ef5f0ccab01.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\/626a7f68-714a-41ea-9083-a7e952354c53.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\/f26bdf88-87e7-41f1-a4a9-1e738f5bb09b.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\/b94339c6-5f16-4c16-9a74-84fda2a9e4fb.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\/0f03975b-559b-48d6-b4ee-0192e30e1e05.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\/7e0f9807-ce4d-47a7-9b7b-123dae8e9c5f.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/xyabR2rnsTw\"><source src=\"https:\/\/youtu.be\/xyabR2rnsTw\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Hiring<\/span><br \/>\n <span class=\"tag\">Human Resources<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6280\u672f\u62db\u8058\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u88ab\u52a8\u4eba\u624d\u62db\u8058<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u793e\u533a<\/span><br \/>\n <span class=\"tag\">\u53cc\u5411\u9009\u62e9<\/span><br \/>\n <span class=\"tag\">\u65e0\u9a9a\u6270\u62db\u8058<\/span><br \/>\n <span class=\"tag\">\u7cbe\u51c6\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u62db\u8058\u6e20\u9053\u521b\u65b0<\/span><br \/>\n <span class=\"tag\">\u4fe1\u4efb\u9a71\u52a8<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u201c\u65e0\u51b7\u5916\u8054\u201d\u7406\u5ff5\uff0c\u8ba4\u4e3a\u4ece\u5f00\u53d1\u8005\u793e\u533a\u5207\u5165\u62db\u8058\u66f4\u81ea\u7136\u3002\u6838\u5fc3\u5173\u5207\u5728\u4e8e\u5e73\u53f0\u5982\u4f55\u957f\u671f\u7ef4\u6301\u201c\u6e29\u6696\u201d\u6c1b\u56f4\u3001\u4fdd\u969c\u5f00\u53d1\u8005\u4f53\u9a8c\u3001\u9632\u6b62\u6ca6\u4e3a\u4e0b\u4e00\u4e2aLinkedIn\uff0c\u5e76\u8be2\u95ee\u4e86\u5339\u914d\u673a\u5236\u4e0e\u9632\u5783\u573e\u4fe1\u606f\u7684\u5177\u4f53\u63aa\u65bd\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 daily.dev Recruiter \u7684\u5b9e\u8d28\uff0c\u5e76\u975e\u53c8\u4e00\u4e2a\u62db\u8058\u5de5\u5177\uff0c\u800c\u662f\u4e00\u6b21\u5bf9\u201c\u62db\u8058\u6e20\u9053\u4fe1\u4efb\u201d\u7684\u7cbe\u51c6\u5916\u79d1\u624b\u672f\u3002\u5b83\u654f\u9510\u5730\u5207\u4e2d\u4e86\u5f53\u524d\u6280\u672f\u62db\u8058\u7684\u6e83\u70c2\u70b9\uff1a\u6e20\u9053\u5931\u7075\u5bfc\u81f4\u7684\u4fe1\u53f7\u6e6e\u706d\u3002\u5f53LinkedIn\u7b49\u5e73\u53f0\u5c06\u5173\u7cfb\u94fe\u5f02\u5316\u4e3a\u6d41\u91cf\u6c60\uff0c\u50ac\u751f\u51fa\u4ee5\u91cf\u53d6\u80dc\u7684\u7b80\u5386\u6295\u9012\u4e0e\u6d77\u91cf\u5783\u573eInMail\u65f6\uff0c\u62db\u8058\u53cc\u65b9\u9677\u5165\u4e86\u201c\u5f00\u53d1\u8005\u5c4f\u853d\u4e16\u754c\uff0c\u62db\u8058\u8005\u76f2\u4eba\u6478\u8c61\u201d\u7684\u53cc\u8f93\u56f0\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4ea7\u54c1\u7684\u771f\u6b63\u98a0\u8986\u6027\u4ef7\u503c\u5728\u4e8e\u5176\u6784\u5efa\u7684\u201c\u4fe1\u4efb\u7ea6\u675f\u201d\u7cfb\u7edf\u3002\u5b83\u5e76\u975e\u7b80\u5355\u5730\u805a\u5408\u4fe1\u606f\uff0c\u800c\u662f\u901a\u8fc7\u53cc\u91cd\u786e\u8ba4\u3001AI\u4e2d\u4ecb\u3001\u5f00\u53d1\u8005\u504f\u597d\u8bbe\u7f6e\u7b49\u4e00\u7cfb\u5217\u673a\u5236\uff0c\u5f3a\u884c\u5c06\u62db\u8058\u5bf9\u8bdd\u7684\u53d1\u8d77\u95e8\u69db\u4ece\u201c\u53ef\u53d1\u9001\u201d\u63d0\u5347\u5230\u201c\u88ab\u5141\u8bb8\u201d\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u7a00\u7f3a\u7684\u201c\u6ce8\u610f\u529b\u201d\u4e0e\u201c\u610f\u5411\u201d\u4f5c\u4e3a\u6838\u5fc3\u4ea4\u6613\u7269\u8fdb\u884c\u5339\u914d\uff0c\u800c\u975e\u7b80\u5386\u6570\u91cf\u3002\u5176\u5e95\u6c14\u6765\u6e90\u4e8e\u5bf9\u73b0\u6709\u9ad8\u7c98\u6027\u5f00\u53d1\u8005\u793e\u533a\u7684\u884c\u4e3a\u6570\u636e\u4e0e\u4fe1\u4efb\u8d44\u672c\u7684\u638c\u63a7\uff0c\u8fd9\u662f\u5916\u90e8\u62db\u8058\u5e73\u53f0\u96be\u4ee5\u590d\u5236\u7684\u62a4\u57ce\u6cb3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u6070\u6070\u6e90\u4e8e\u6b64\u3002\u4ea7\u54c1\u7684\u6210\u8d25\u7cfb\u4e8e\u4e00\u4e2a\u6781\u5176\u5fae\u5999\u7684\u5e73\u8861\uff1a\u5982\u4f55\u5728\u6ee1\u8db3\u4f01\u4e1a\u62db\u8058\u9700\u6c42\uff08\u5fc5\u7136\u8ffd\u6c42\u6548\u7387\u548c\u4e00\u5b9a\u89c4\u6a21\uff09\u7684\u540c\u65f6\uff0c\u7edd\u4e0d\u4fb5\u8680\u5f00\u53d1\u8005\u7528\u6237\u4f53\u9a8c\u8fd9\u4e00\u201c\u4fe1\u4efb\u57fa\u77f3\u201d\u3002\u8bc4\u8bba\u4e2d\u5f25\u6f2b\u7684\u201c\u4e0d\u8981\u53d8\u6210LinkedIn\u201d\u7684\u62c5\u5fe7\uff0c\u6b63\u662f\u5bf9\u6b64\u7684\u5e94\u6fc0\u53cd\u5e94\u3002\u5e73\u53f0\u672a\u6765\u7684\u6838\u5fc3\u6307\u6807\u4e0d\u5e94\u662f\u5339\u914d\u6570\u91cf\uff0c\u800c\u662f\u5f00\u53d1\u8005\u4fa7\u7684\u201c\u9a9a\u6270\u611f\u77e5\u7387\u201d\u4e0e\u201c\u5bf9\u8bdd\u8d28\u91cf\u6ee1\u610f\u5ea6\u201d\u3002\u82e5\u80fd\u5728\u5546\u4e1a\u6269\u5f20\u4e2d\u575a\u5b88\u8fd9\u4e00\u201c\u5f00\u53d1\u8005\u4f18\u5148\u201d\u7684\u521d\u59cb\u8bbe\u5b9a\uff0c\u5b83\u6709\u671b\u91cd\u5851\u88ab\u52a8\u62db\u8058\u5e02\u573a\u7684\u6e38\u620f\u89c4\u5219\uff0c\u4ece\u4e00\u7247\u55a7\u56a3\u4e2d\u5f00\u8f9f\u51fa\u4e00\u4e2a\u9ad8\u8d28\u91cf\u3001\u9ad8\u610f\u5411\u7684\u9759\u97f3\u533a\u3002\u53cd\u4e4b\uff0c\u82e5\u5e73\u8861\u6253\u7834\uff0c\u5b83\u5c06\u8fc5\u901f\u5931\u53bb\u72ec\u7279\u6027\uff0c\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u53ef\u6709\u53ef\u65e0\u7684\u6e20\u9053\u3002\u8fd9\u662f\u4e00\u573a\u503c\u5f97\u671f\u5f85\u7684\u3001\u5173\u4e8e\u793e\u533a\u5546\u4e1a\u5316\u8fb9\u754c\u4e0e\u521d\u5fc3\u7684\u6781\u9650\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\">daily.dev Recruiter<\/span>\n <\/div>\n<div class=\"comment-content\">Access passive talent who only respond on daily.dev. Post your role, get matched, and meet engineers who actually want to talk. Developers already use daily.dev every day to learn and grow. We\u2019re now opening our network for hiring.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey PH, Nimrod here, CEO of daily.dev.<\/p>\n<p>We built daily.dev for developers to learn and grow. Over time, something became obvious: hiring didn\u2019t stop working because recruiters or developers changed. It stopped working because the channels broke.<\/p>\n<p>Finding developers isn\u2019t the bottleneck anymore. Getting a reply is.<\/p>\n<p>Developers are overwhelmed by cold outreach, while recruiters are stuck guessing who might respond. Both sides want better conversations, but the current system optimizes for volume instead of intent.<\/p>\n<p>Today we\u2019re excited to open daily.dev as a new hiring channel!<\/p>\n<p>Companies can now connect with engineers who already spend time on daily.dev, before they hit the job market, through warm, double opt-in introductions. No cold DMs. No scraped profiles. Just conversations that both sides chose to have.<\/p>\n<p>If you\u2019re hiring engineers, we\u2019d love your feedback.<br \/>\nIf you\u2019re a developer, your experience and trust come first.<\/p>\n<p>Happy to answer questions and hear what you think \ud83d\ude42<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>31<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nimrodkramer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nimrodkramer<\/a> congrats on the launch! This has a chance to change the entire tech recruitment<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@nimrodkramer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nimrodkramer<\/a> just what the world needs \u2014 more recruiters \ud83d\ude44<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@nimrodkramer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nimrodkramer<\/a> No cold dms promise is huge. How do you handle recruiter quality? e.g. if a company sends generic invites to 50 devs, does the system flag them to keep the “warm” vibe?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats to the Team \ud83c\udf89\ud83c\udf89\ud83c\udf89<\/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\/@francesco_ciulla\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@francesco_ciulla<\/a> thank you \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>daily.dev sits on my new tab. Good for the morning scroll. Hiring on top makes sense. Just don\u2019t let it turn into LinkedIn vibes. Keep it opt-in and quiet and I\u2019m game. Open source is a nice touch. I\u2019ll try it with a niche role and see how it goes.<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> 100%! The only thing we have is the trust with developers who use daily.dev. We will never do anything to compromise that, which is why we built the entire process around trust, transparency, and respect. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve been trusting <a href=\"https:\/\/daily.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">daily.dev<\/a> with being my #1 aggregator of dev news, and rather trust them instead of LinkedIn or other platforms with finding interesting work. Since MoBerries is gone, there hasn’t been a single recruiting platform that gives me as a developer the feeling of being valued. Thank you daily.dev.<\/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\/@coppnic\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@coppnic<\/a> thanks a lot, and yes, times are changing. Having a developer-first hiring platform is just something the community needs at this point. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been using daily dev since 2022! – This is super exciting to see <\/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>Smart move turning an existing developer community into a hiring channel. Feels way more natural than traditional job boards.<\/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\">@abod_rehman we hope so!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 this 6th launch!!!<\/p>\n<\/p>\n<p>Recruiter is brilliant! Usual channels (LinkedIn, generic job boards) are so noisy and full of uninterested applicants, being able to tap into a community of active, passionate devs who are already engaged every day feels like a much smarter way to find great fits ahah<\/p>\n<\/p>\n<p>How does the matching work on the recruiter side? Is it skill-based, activity-based, or a mix? And do devs opt-in explicitly for recruitment outreach?<\/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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> the matching is based on CV \/ work experience when provided as well as activity based. developers can provide their job preferences that we always respect (e.g. tech stack, min salary, location) and they can always opt out. since our AI agent act as middleman and recruiters have no direct access, it prevents spam and we control the pace of reach outs per developer. Maintaining the trust we have with our community is always top priority <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">You\u2019re betting that the real bottleneck is replies, not sourcing. What were the strongest pieces of evidence (data or interviews) that \u201creply rate\u201d was the core problem worth solving, and what specific metric made you confident a new channel could move it?<\/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\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> we did a massive survey among developers which clearly shows that trust is broken now. we share all this data publicly: <a href=\"https:\/\/recruiter.daily.dev\/state-of-trust\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/recruiter.daily.dev\/state-of-trust\/<\/a>. Happy to answer any follow up questions<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 initiative. Just came across after seeing the launch.<\/p>\n<p>Keeping it genuine for developers will make it a great community and authentic recruitment place<\/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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> we’re doing our best!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey there, long time <a href=\"https:\/\/Daily.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Daily.dev<\/a> reader (if you aren’t reading it already, you should be!) I am super excited to see someone disrupting tech hiring!<\/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\/@the_scott_davis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@the_scott_davis<\/a> it’s about time. this is what engineers and recruiters deserve<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 day for the team! \ud83c\udf88<\/p>\n<p>Recruiting in tech often feels broken, so we’re opening up our network to make those connections more authentic. <br \/>Would love to hear what you all think about the video and the product. Do you think this changes the ‘passive candidate’ game?<\/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>In <a href=\"https:\/\/daily.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">daily.dev<\/a> our focus was always creating the best space for developers, with recruiter, this has not changed, it expands the things developers can do and accomplish without ever leaving daily.dev, the place they feel most comfortable. <\/p>\n<\/p>\n<p>Bootstrapping and building <a href=\"https:\/\/daily.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">daily.dev<\/a> Recruiter was a great ride with many technical but also product challenges and don’t make me start talking about creating support to parse any JD in existence \ud83d\ude02\ud83e\udd1e<\/p>\n<\/p>\n<p>We are just starting but looking forward to seeing what everyone thinks! <\/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>Your Product page and website looks great and all of your messaging seems very well thought out.<\/p>\n<p> How long has it taken you to craft your messaging and did you do a lot of AB testing to ultimately arrive at the conclusions you did? <\/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\">@jake_friedberg thanks for the compliments! We do care A LOT about messaging. We don\u2019t get to the stage where a\/b tests are the most efficient way to optimize. At the moment we\u2019re focused on having meaningful conversations with recruiters and adapt based on what we hear. The developer side is our bread and butter for years already.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 <a href=\"https:\/\/daily.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">daily.dev<\/a> Recruiter is a breath of fresh air in the recruiter world. No more spam, no more optimizing for quantity. Ask us anything on your mind<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As someone who\u2019s spent years designing developer products, this launch was less about \u201cadding recruiting\u201d and more about removing everything broken in how hiring feels today.<\/p>\n<p>Most recruiting tools are designed for volume. More profiles, more messages, more dashboards. We designed <a href=\"http:\/\/daily.dev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">daily.dev<\/a> Recruiter around the opposite constraint: <strong>trust<\/strong>.<\/p>\n<p>From a UX perspective, the hardest part wasn\u2019t matching algorithms. It was designing a system where developers never feel hunted, spammed, or tricked into conversations they didn\u2019t ask for.<\/p>\n<p>Double opt-in. High context. No cold access.<br \/>If it doesn\u2019t feel respectful, we don\u2019t ship it.<\/p>\n<p>Curious to hear how this resonates with folks who\u2019ve felt the pain on either side of hiring.<\/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>Been a huge fan of <a href=\"https:\/\/www.producthunt.com\/products\/daily-dev\" target=\"_blank\" rel=\"noopener\">@daily.dev<\/a> and <a href=\"https:\/\/www.producthunt.com\/@nimrodkramer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nimrodkramer<\/a> for years and was one of their first subscribers! I have no doubt this will be just as awesome! Keep up the good work!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I really want this to turn out well. I have been a long-time daily dev reader; it has been part of my daily source of dev information anytime I open my PC, so it would also be cool to see job opportunities here as well<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch!<br \/>Do you match the best potential roles to developers? If not, how do you make sure this doesn’t become another place for recruiters to spam?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@sasha_medvedovsky recruiters aren\u2019t allowed to contact candidates directly. We built an agent that serves as a trusted talent broker between recruiters and candidates. Only when both sides say yes it makes a warm introduction. <\/p>\n<p>Some people told us it\u2019s like a tinder for developers\u2026 we prefer to call it Tindev \ud83d\ude1c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nimrodkramer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nimrodkramer<\/a> Double opt-in intros from \u201creal behavior\u201d is a strong wedge; at scale the hard part is turning 1B+ sessions into trustworthy intent signals without gaming + while keeping developer trust\/privacy airtight.<\/p>\n<p>Best-practice: event-stream (Kafka\/PubSub) \u2192 feature store, real-time aggregates in ClickHouse, plus an explicit consent\/audit ledger + per-company rate limits so \u201cwarm\u201d stays warm.<\/p>\n<p><em>Q: how are you modeling\/validating \u201cintent\u201d (rules vs embeddings\/ML), and do developers get transparent controls to view\/revoke what signals drive matches?<\/em><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@ryan_thill yes we are deeply focused on giving developers as many controls as possible to explicitly indicate what makes sense for them (and what\u2019s not). Additionally, and unlike any other recruiting platforms, developers can tune out if they don\u2019t want to receive opportunities.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Daily Dev Recruiter is incredibly unobtrusive and intuitive, speaking from a developer standpoint. As a member of the daily dev community, I visit the site every day as it’s my homepage and my “new tab” page on my browser. When I first saw a job recommended to me, it matched my interests, level, and skill sets. My reason for not applying at that moment was due to having recently starting a new project. However, I was impressed with the accuracy and how vetted the recommendation was both from the recruiting side and the candidate side. It’ll be my go-to in the future. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congrats on the launch! Does the app only attracts SWE? what about other jobs\/tasks like tutor\/design etc.? Will you cover other areas later?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/74D2RMOJ62ICG3\" class=\"app-title\">Interactpitch<\/a><\/p>\n<div class=\"one-liner\">Interactive pitch decks with real-time viewer insights<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">289<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>InteractPitch\u5c06\u4f20\u7edf\u878d\u8d44\u6f14\u8bb2\u7a3f\u8f6c\u5316\u4e3a\u7531AI\u865a\u62df\u4eba\u5f15\u5bfc\u7684\u4ea4\u4e92\u5f0f\u4f53\u9a8c\uff0c\u8ba9\u521b\u59cb\u4eba\u5728\u4f1a\u524d\u5c31\u80fd\u83b7\u53d6\u6295\u8d44\u4eba\u7684\u8be6\u7ec6\u9605\u8bfb\u6570\u636e\u4e0e\u5b9e\u65f6\u7591\u95ee\uff0c\u4ece\u800c\u5728\u9996\u6b21\u4f1a\u8bae\u4e2d\u5360\u636e\u4e3b\u52a8\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\/4d110a8e-567c-46b8-a91e-24ca84fde559.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/820ce6dd-7996-4e5d-8203-c5305199acd3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e8af8b55-6cfe-4e65-8f76-18e245e34538.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/382d6a90-1468-405c-9c3c-be66f88bd887.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/55538cf7-f616-4ec8-a3fd-a49f8f74400d.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\/482264f4-778a-4610-9e3f-f29cc08d9d0c.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=9-iNFR2hg3U\"><source src=\"https:\/\/www.youtube.com\/watch?v=9-iNFR2hg3U\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Virtual Assistants<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u667a\u80fd\u6f14\u8bb2\u7a3f<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u4eba\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">AI\u865a\u62df\u4eba<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u5f0f\u6f14\u793a<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">B2B<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u4f1a\u524d\u51c6\u5907<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u4ea7\u54c1\u89e3\u51b3\u4e86\u6f14\u8bb2\u7a3f\u53d1\u51fa\u540e\u201c\u9ed1\u76d2\u201d\u7684\u75db\u70b9\uff0c\u8ba4\u4e3a\u5176\u80fd\u63d0\u5347\u4f1a\u8bae\u6548\u7387\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1aAI\u56de\u7b54\u7684\u51c6\u786e\u6027\u4e0e\u4e0a\u4e0b\u6587\u5904\u7406\u80fd\u529b\u9700\u63d0\u5347\uff1b\u5efa\u8bae\u589e\u52a0\u81ea\u5b9a\u4e49\u95ee\u7b54\u5e93\u548c\u66f4\u4eba\u6027\u5316\u7684\u865a\u62df\u4eba\u529f\u80fd\uff1b\u5173\u6ce8\u5bf9\u6295\u8d44\u4eba\u5de5\u4f5c\u6d41\u7684\u5f71\u54cd\u53ca\u662f\u5426\u53ef\u80fd\u66ff\u4ee3\u521d\u6b21\u4f1a\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 InteractPitch\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u98a0\u8986\u73b0\u573a\u8def\u6f14\uff0c\u800c\u5728\u4e8e\u91cd\u5851\u4f1a\u524d\u6d41\u7a0b\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u662f**\u6570\u636e\u786e\u6743**\u3002\u5b83\u8bd5\u56fe\u5c06\u521b\u59cb\u4eba\u4ece\u201c\u7b49\u5f85\u5ba3\u5224\u201d\u7684\u88ab\u52a8\u4e2d\u89e3\u6551\u51fa\u6765\uff0c\u901a\u8fc7\u5c06\u9759\u6001PDF\u8f6c\u5316\u4e3a\u53ef\u4ea4\u4e92\u7684\u6570\u636e\u89e6\u70b9\uff0c\u628a\u6295\u8d44\u4eba\u4f1a\u524d\u7684\u3001\u975e\u6b63\u5f0f\u7684\u3001\u4e0d\u53ef\u63a7\u7684\u6d4f\u89c8\u884c\u4e3a\uff0c\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u3001\u53ef\u91cf\u5316\u7684\u201c\u9884\u70ed\u4f1a\u8bae\u201d\u3002\u8fd9\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5173\u6ce8\u70b9\u70ed\u56fe\uff0c\u66f4\u5173\u952e\u7684\u662f\u6355\u83b7\u4e86\u201c\u95ee\u9898\u6d41\u201d\uff0c\u8ba9\u521b\u59cb\u4eba\u80fd\u9488\u5bf9\u6027\u5730\u51c6\u5907\uff0c\u53d8\u201c\u906d\u9047\u6218\u201d\u4e3a\u201c\u4f0f\u51fb\u6218\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c**\u6570\u636e\u6df1\u5ea6\u4e0e\u5e72\u6270\u7684\u6096\u8bba**\uff1a\u8fc7\u591a\u7684\u4f1a\u524d\u4e92\u52a8\u6570\u636e\u662f\u5426\u4f1a\u8ba9\u521b\u59cb\u4eba\u9677\u5165\u8fc7\u5ea6\u89e3\u8bfb\uff0c\u6216\u8fc7\u65e9\u66b4\u9732\u8c08\u5224\u7b56\u7565\uff1f\u5176\u6b21\uff0c**AI\u4ee3\u7406\u7684\u4fe1\u4efb\u8d64\u5b57**\uff1a\u5f53\u524dAI\u5728\u590d\u6742\u8bed\u5883\u4e0b\u7684\u56de\u7b54\u4ecd\u663e\u751f\u786c\uff0c\u4e00\u4e2a\u4e0d\u51c6\u786e\u7684\u56de\u7b54\u53ef\u80fd\u76f4\u63a5\u65ad\u9001\u878d\u8d44\u673a\u4f1a\uff0c\u8fd9\u8981\u6c42\u4ea7\u54c1\u5fc5\u987b\u5728\u201c\u62df\u4eba\u5316\u201d\u4e0e\u201c\u7cbe\u51c6\u53ef\u63a7\u201d\u95f4\u627e\u5230\u7cbe\u5999\u5e73\u8861\u3002\u6700\u540e\uff0c**\u53cc\u8fb9\u7f51\u7edc\u7684\u51b7\u542f\u52a8**\uff1a\u4ea7\u54c1\u4ef7\u503c\u6700\u5927\u5316\u53d6\u51b3\u4e8e\u6295\u8d44\u4eba\u4fa7\u7684\u5e7f\u6cdb\u91c7\u7eb3\u4e0e\u4e60\u60ef\u517b\u6210\u3002\u5982\u679c\u6295\u8d44\u4eba\u89c6\u5176\u4e3a\u4e00\u79cd\u989d\u5916\u7684\u8d1f\u62c5\u6216\u76d1\u63a7\uff0c\u800c\u975e\u63d0\u5347\u81ea\u8eab\u6548\u7387\u7684\u5de5\u5177\uff0c\u5176\u63a8\u5e7f\u5c06\u4e3e\u6b65\u7ef4\u8270\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u662f\u4e00\u6b3e\u201c\u521b\u59cb\u4eba\u53cb\u597d\u201d\u4f46\u9700\u201c\u6295\u8d44\u4eba\u4e70\u5355\u201d\u7684\u4ea7\u54c1\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u70ab\u9177\u7a0b\u5ea6\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u5fae\u5999\u5730\u5d4c\u5165\u5e76\u4f18\u5316\u73b0\u6709\u878d\u8d44\u5de5\u4f5c\u6d41\uff0c\u6210\u4e3a\u53cc\u65b9\u90fd\u4e50\u4e8e\u4f7f\u7528\u7684\u201c\u5408\u89c4\u7aa5\u63a2\u955c\u201d\u3002\u5b83\u771f\u6b63\u7684\u5bf9\u624b\u5e76\u975ePitchdeck\u8bbe\u8ba1\u8f6f\u4ef6\uff0c\u800c\u662f\u6295\u8d44\u4eba\u90ae\u7bb1\u91cc\u5806\u79ef\u5982\u5c71\u7684PDF\u548c\u6839\u6df1\u8482\u56fa\u7684\u5ba1\u9605\u4e60\u60ef\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\">Interactpitch<\/span>\n <\/div>\n<div class=\"comment-content\">InteractPitch turns your pitch deck into an interactive experience. After you share the deck ahead of a call, investors go through it with your AI avatar stepping in to explain and add context when needed. Interactpitch gives founders real time insights into who viewed the pitch, how deeply they engaged, which sections mattered, and what questions came up, so your first investor call starts confident and well prepared.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey Product Hunt<\/strong> \ud83d\udc4b\ud83c\udffb<\/p>\n<p><strong>I\u2019m Suyash, one of the folks building Interactpitch. Really excited to share this today.<br \/><\/strong><br \/>Fundraising is deeply personal. You spend weeks refining your story, your numbers, and your vision. Then you send a pitch and wait, hoping it lands the way you intended.<\/p>\n<p><strong>What is InteractPitch?<\/strong><\/p>\n<p>InteractPitch is an interactive pitch deck experience that helps founders tell their story more clearly and understand how investors engage with it before you get on the first call.<\/p>\n<p>Instead of passively flipping through slides, investors can explore the pitch at their own pace, ask questions as they come up, and go deeper where they\u2019re curious. An avatar of yourself guides the experience, helping investors move through the pitch the way you would in person.<\/p>\n<p><strong>The problem<\/strong><\/p>\n<p>Most fundraising conversations start with uncertainty.<\/p>\n<p>After sharing a pitch, founders have no visibility into how it was experienced. You do not know what resonated, what caused confusion, or what investors discussed internally. When the call begins, you are often reacting instead of leading.<\/p>\n<p><strong>The solution<\/strong><\/p>\n<p>InteractPitch brings real insights before the actual pitch happens.<\/p>\n<p>Founders can see how investors engaged with the pitch, which sections held attention, and what questions came up along the way. This makes the first call more focused, more confident, and far more productive.<\/p>\n<p><em>Features<\/em><\/p>\n<p>-Interactive pitch avatar<\/p>\n<p>-Mobile-first pitch experience<\/p>\n<p>-Text + voice conversations<\/p>\n<p>-Slide-aware answers<\/p>\n<p>-Custom knowledge grounding<\/p>\n<p>-Engagement insights<\/p>\n<p><strong>Why it\u2019s different<\/strong><\/p>\n<p>Most tools help you send a pitch. Some help you track it. InteractPitch helps you understand how it was experienced.<\/p>\n<p>InteractPitch is not a replacement for live pitching, it is an enhancement to the pitch deck experience. It makes pitches easier to explore, easier to understand, and easier to discuss, while giving founders the context they need to show up prepared.<br \/><strong><br \/>Who it\u2019s for<\/strong><\/p>\n<p>Built for founders raising capital and teams running important investor conversations.<br \/>Useful for pitch decks and pre-meeting reviews.<\/p>\n<p>We have put a lot of care into making this feel human, thoughtful, and genuinely helpful.<br \/>Would love your feedback and thoughts.<\/p>\n<p>Thanks for checking out InteractPitch \ud83d\udcab<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>23<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> congrats on the launch! Does the avatar adjust the pitch per investor or it’s always the same? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> Hi Suyash, Congrats on the launch. How have investors reacted to this? I know a few and they’re always inundated with decks. Does this help their workflow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> Suyash! This adds a new layer before the call, which is interesting! Have you noticed investors using the interactive part instead of scheduling a first call, and if so, does that change how founders decide who is actually worth spending live time with? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Where is the InteractPitch pitch deck for InteractPitch? Would be the perfect demo!<\/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\/@janschutte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@janschutte<\/a> perfect idea… adding one<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a former entrepreneur who scrambled to raise funds, this is a very personal and valuable product for me.<\/p>\n<\/p>\n<p>Very interesting idea, team!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi <a href=\"https:\/\/www.producthunt.com\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> <a href=\"https:\/\/www.producthunt.com\/@utsav_interactai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@utsav_interactai<\/a> <a href=\"https:\/\/www.producthunt.com\/@sudhir_p\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sudhir_p<\/a> product is really good, tried and tested it loved the first version. Here are my 2 cents on the product:<\/p>\n<p>1. Import Feature is amazing – I have tried multiple online tools but this has outperform import feature especially pixel by pixel<br \/>2. Personalization is all eveyone needs – give user feature to make avatar from their image – this is doable – I have seen many opensource projects – let me know if u need help in this.<br \/>3. Manage Access needs to be easier and better UI\/UX flow wise<br \/>4. Chat reply needs to be improved – Tried asking question related to slide but slightly in different way – output was basic – not upto the mark. When question is outside the deck then chat fails by mentioning ots outside deck<br \/>5. Use better contextual model or better give user power to add FAQs or set of questions with related answers – this will be the game changer post product usage and i beleive this can be game changer<br \/>6. When someone ask in chat – avatar stops and mess start from here<br \/>7. I also noticed some context mess – bot is replying to previous questions instead of currently askled questions – this happens only when i send somethign in chat while bot is speaking – as per my experiment<\/p>\n<p>Overall Liked the first version fo your product, its great. This has good potential for startups and B2B usage as well.<\/p>\n<p>Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> <a href=\"https:\/\/www.producthunt.com\/@sudhir_p\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sudhir_p<\/a> <a href=\"https:\/\/www.producthunt.com\/@ranaaditya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ranaaditya<\/a> Noted… this was very very useful. Adding all of those! Thanks a lot <a href=\"https:\/\/www.producthunt.com\/@ranaaditya\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ranaaditya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ranaaditya<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> <a href=\"https:\/\/www.producthunt.com\/@utsav_interactai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@utsav_interactai<\/a> <a href=\"https:\/\/www.producthunt.com\/@sudhir_p\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sudhir_p<\/a> <a href=\"https:\/\/www.producthunt.com\/@ranaaditya\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ranaaditya<\/a> This is gold. Thanks for 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! Looks like a great product for agencies as well. How do you train AI avatars to provide the right answers? <\/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\/@alina_petrova3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_petrova3<\/a> We are partnered with a great AI Avatar company. It allows you to add just a picture and train an avatar on the image.<\/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\/@alina_petrova3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_petrova3<\/a> I just thought about this and wondering the same thing \ud83d\ude42<\/p>\n<\/p>\n<p>Also I love the emphasis on making the first call more intentional instead of reactive. That alone feels like a meaningful unlock for founders.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@alina_petrova3 +1 for this. A knowledge base allows someone to ask more detailed questions without having to overload a slide. Even something like hidden slide notes would help improve context.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>that is what founders need!! does the avatar strictly follow a script, or can it dynamically answer basic investor queries on the spot?<\/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\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> It is dynamic. There is no strict script. It is more natural then I could have been while giving a pitch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Not gonna lie, I\u2019ve always wondered what happens after I send my deck into the void \ud83d\ude02 Love the idea of turning it into a guided experience. Trying it now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@igorsorokinua\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@igorsorokinua<\/a> Lemme know what you think<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">the product looks so cool! I have seen this getting popular among SaaS players.<\/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\/@nihal_goyal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nihal_goyal<\/a> Especially for SaaS, Yes. Because SaaS is hard to explain and hard to sell.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seeing real investor questions about my deck is a huge upgrade from just knowing their time spent on each slide. Definitely trying this out.<\/p>\n<\/p>\n<p>Congrats team! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abdul_ahadh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abdul_ahadh<\/a> Thanks a lot Abdul<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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. Are there predefined templates and greater image generation and charting tools?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> We don’t have templates for now and so is the image generation part. The goal is, if you have slides, from wherever or however, then let’s take it to the next level!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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\/@suyash_karn\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> Kudos , seems interesting, i tired it <\/p>\n<p>though seems like PDF is not a right option to start with creating a Interact Pitch(message: “Failed to convert PPTX slides to images”})<\/p>\n<p>Looking forward to trying soon<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> <a href=\"https:\/\/www.producthunt.com\/@anupamsingh0211\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anupamsingh0211<\/a> Ohh, I’ll check it out. Could be the large size of the file<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have got into a lot of VC conversations. Everytime the first thing they ask is that do you have a deck. I send it and then it’s gone into their analyst data. I have no understand as to what are the next steps. Even if I get into follow-up conversation, I don’t know what’s the main thing they have in mind or what is something that they need more data on.<\/p>\n<p><a href=\"https:\/\/www.producthunt.com\/products\/interactpitch-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"interactpitch-2\" target=\"_blank\" rel=\"noopener\">@Interactpitch<\/a> changes it today for all of us founders.<\/p>\n<p>And also, for forever free….<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is quite interesting! Does the AI avatar also sound like the person who is meant to be ‘presenting’ the deck? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mustassim\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mustassim<\/a> Yes Syed. You can record your own voice and ai will provide a voice model running on your voice.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is pretty cool, but initially I thought the recording was a human narrating the presentation rather than the AI answering additional questions. Is it possible to have both? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jake_friedberg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jake_friedberg<\/a> Why not let AI handle the human part as well so that you can relax while your deck does your work \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch. <br \/>The demo video looks cool. <br \/>May I know what tools you used to come up with that video?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Fundraising is stressful enough without guessing what investors actually thought of your deck. Wishing all of best for your launch:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thanks a lot Abdul!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 team, congrats on the launch! <\/p>\n<\/p>\n<p>Super curious about the tech under the hood \u2013 how customizable is the AI avatar\u2019s voice\/scripting, and does it integrate with existing tools like Figma or Google Slides?<\/p>\n<\/p>\n<p>Would love to chat more about this product and maybe even test it out for one of our portfolio companies \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<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> Avatar and voice are configurable for you completely. You can have anyone and their voice in it. We haven’t yet launched native integrations yet but this is something that we are onto. So not just google slides but tools like Gamma and Figma are also gonna be available.<\/p>\n<p>Sure, give it a shot and let me know what do you think.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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\/@suyash_karn\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> I love the analytics part of it, not so sure though if i want the avatar\/chat in my deck, is it possible to activate just analytics as well? <\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@suyash_karn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@suyash_karn<\/a> <a href=\"https:\/\/www.producthunt.com\/@cosimo_radler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cosimo_radler<\/a> That is configurable but analytics and insights are the best if investors can actually also engage with the deck rather just sit and read or add it to Todo list.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Many founders already use DocSend-style tracking to gauge interest; what are the 2\u20133 decision-critical insights InteractPitch surfaces (or enables) that traditional view\/time-per-slide metrics can\u2019t, and how do those insights change what a founder does before the first call?<\/div>\n<div class=\"comment-actions\">\n<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> Traditional DocSend metrics show if investors looked and how long they spent per slide\u2014mostly<strong> passive skimming<\/strong>.<\/p>\n<p>InteractPitch turns it <strong>active<\/strong>: your AI avatar narrates like you\u2019re pitching <strong>live<\/strong>, <strong>highlights key parts<\/strong>, and <strong>lets investors ask questions right in the deck<\/strong>.<\/p>\n<p>The insights you actually get:<\/p>\n<ol>\n<li>\n<p><strong>Exact questions per slide<\/strong> \u2014 Every doubt or curiosity that popped up (e.g. \u201cHow\u2019s your moat vs X?\u201d on slide 8). Walk into the call already knowing what to address first.<\/p>\n<\/li>\n<li>\n<p><strong>Real engagement depth <\/strong>\u2014 Not just time, but where they asked for elaboration, dove deeper, or got stuck. Quickly spot what resonates or scares them off and fix the deck before the call.<\/p>\n<\/li>\n<\/ol>\n<p>Result: First calls become targeted, high-conviction conversations instead of blind discovery. Founders say it\u2019s like reading the investor\u2019s mind beforehand. Capability in the hands of founders to turn the tables during IC pitch. \ud83d\ude80<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/abs-0.twimg.com\/emoji\/v2\/svg\/1f680.svg\" alt=\"\ud83d\ude80\" title=\"Rocket\" style=\"max-width: 100%\"><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Turning decks into slide-aware Q&A + real time viewer analytics is slick; at scale the hard part is keeping answers tightly grounded while many investors hit the same deck concurrently.<\/p>\n<p>Best practice: per-slide chunking + cited retrieval (Postgres + pgvector), stream voice\/chat via WebRTC\/WebSockets, and push engagement events into ClickHouse (or Kafka\u2192warehouse) for fast \u201ctime-on-slide + questions\u201d reporting.<\/p>\n<p>Open Q: are you enforcing retrieval strictly to the active slide (with quoted spans\/citations) or a global deck KB and how are you approaching SOC2\/privacy for investor activity 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a really thoughtful take on fundraising. The idea of understanding <em>how<\/em> a pitch was experienced, not just sending it out and hoping for the best, feels like a big gap most founders just accept today. The pre-call insight angle is especially interesting knowing where investors spent time or got confused could completely change how the first conversation goes. Curious to see how founders balance this with live pitching, but the positioning as an enhancement (not a replacement) makes a lot of sense.<\/p>\n<\/p>\n<p>Congrats on the launch excited to see how this evolves.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@syed_hassan9\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_hassan9<\/a> Thanks a lot Syed. Yes, that’s absolutely right. It is not doing your end to end raise. It is doing the first conversation for you and setting the tone and quality right.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! How much info do I need to put into the knowledge base to ensure that AI can give satisfying answers for investors’ questions? Would AI make something 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> To start with you don’t need anything other than the deck. But if you want to provide more knowledge to the agent so that it can handle any tangent question and doesn’t rely just on world knowledge (eg. your current metrics, some internal numbers etc.), then you should provide all those in knowledge base. What it does not know, it would try not to make it 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What platform support do you have today? Wondering if VCs can easily view on the go.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mikhail_prasolov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mikhail_prasolov<\/a> Hi Mikhail. So you can add the link or an embed anywhere. Would you like to have support at any other platforms too?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really like the idea of making pitch decks <em>experienced<\/em>, not just viewed.<\/p>\n<p>Curious how you think about the balance between guidance and agency here:<br \/>when an AI avatar explains context, do investors tend to explore more freely \u2013 or does it subtly anchor their attention to what <em>you<\/em> think matters most?<\/p>\n<p>Feels like a powerful tool for reducing ambiguity in early conversations. Congrats on the launch \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dmitry_petrakov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitry_petrakov<\/a> Thanks a lot Dmitry. By default it treats all the slides equal and focuses on covering all of it. Though we have added an option to add any context for any specific slide. This allows agent to understand the focus and it can realign the pitch based on it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This doesn\u2019t replace live pitching, and that framing is smart. It makes the pitch deck more explorable and less one-directional. Curious how this evolves with real investor 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> Absolutely. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/OHBVI5PB5FRLGT\" class=\"app-title\">Typeless for Android<\/a><\/p>\n<div class=\"one-liner\">First AI voice keyboard for Android<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">180<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e13\u4e3aAndroid\u8bbe\u8ba1\u7684AI\u8bed\u97f3\u952e\u76d8\uff0c\u901a\u8fc7\u5b9e\u65f6\u5c06\u81ea\u7136\u53e3\u8bed\u8f6c\u5316\u4e3a\u7cbe\u70bc\u6587\u672c\uff0c\u5728\u79fb\u52a8\u529e\u516c\u3001\u5373\u65f6\u901a\u8baf\u7b49\u573a\u666f\u4e0b\uff0c\u663e\u8457\u63d0\u5347\u8f93\u5165\u6548\u7387\uff0c\u89e3\u653e\u7528\u6237\u53cc\u624b\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\/a753e07d-8b50-46ae-9d63-c1afc05a461d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d647598-e66b-49e9-85a9-d00ecddccaa8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/859a0282-3661-4b38-8a14-6358b8dd463c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/be272140-3947-471d-8e24-82b2e29fec47.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ff9b5ca7-8b58-4bfd-9bff-9118c7c7b007.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/79fbf9a7-3da7-43d6-af95-7c2821c2d40c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/04d5d746-65b9-4fe0-a4a5-78c9f3ee8cd9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/484e4ca1-e982-49e7-bbb9-43e82daa5b15.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cb22dc69-df0a-4088-9b96-478eb4ee4d9d.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\/6a9222cf-193f-4dd3-b0f2-729a31029d56.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/0Zb8AieP7I4\"><source src=\"https:\/\/youtu.be\/0Zb8AieP7I4\" 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\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bed\u97f3\u8f93\u5165<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u952e\u76d8<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">Android\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u529e\u516c<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u4ea4\u4e92<\/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\u63d0\u5347\u8f93\u5165\u6548\u7387\u3001\u6d88\u9664\u586b\u5145\u8bcd\u3001\u652f\u6301\u5b89\u9759\u73af\u5883\u4f7f\u7528\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5e0c\u671b\u81ea\u5b9a\u4e49AI\u7f16\u8f91\u5f3a\u5ea6\u3001\u660e\u786e\u4e91\u7aef\u4e0e\u672c\u5730\u5904\u7406\u8fb9\u754c\u3001\u4f18\u5316\u7279\u5b9a\u8bbe\u5907\u6027\u80fd\uff0c\u5e76\u671f\u5f85\u66f4\u6df1\u5ea6\u7684Android\u7cfb\u7edf\u96c6\u6210\uff08\u5982Tasker\u3001\u7a7f\u6234\u8bbe\u5907\uff09\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Typeless for Android \u5ba3\u79f0\u662f\u201c\u4e0b\u4e00\u4ee3\u8f93\u5165\u65b9\u5f0f\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u8bed\u97f3\u8f6c\u6587\u5b57\u7684\u6280\u672f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u91cd\u6784\u79fb\u52a8\u8bbe\u5907\u7684\u4fe1\u606f\u521b\u9020\u6d41\u7a0b\u3002\u5b83\u5c06AI\u5b9a\u4f4d\u4e3a\u201c\u610f\u56fe\u7406\u89e3\u8005\u201d\u800c\u975e\u201c\u901f\u8bb0\u5458\u201d\uff0c\u901a\u8fc7\u5b9e\u65f6\u7f16\u8f91\u3001\u8bed\u6c14\u8c03\u6574\uff0c\u76f4\u63a5\u4ea7\u51fa\u53ef\u4ea4\u4ed8\u6587\u672c\uff0c\u8fd9\u6b65\u8de8\u8d8a\u662f\u5173\u952e\u3002\u5176\u201c\u96f6\u6570\u636e\u4fdd\u7559\u201d\u7684\u9690\u79c1\u8bbe\u8ba1\u662f\u660e\u667a\u7684\u5dee\u5f02\u5316\u7b56\u7565\uff0c\u5c24\u5176\u5728\u654f\u611f\u4fe1\u606f\u5904\u7406\u573a\u666f\u4e2d\u6784\u6210\u4fe1\u4efb\u57fa\u77f3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u6df1\u5c42\u6311\u6218\u3002\u9996\u5148\uff0c\u201c\u7406\u89e3\u610f\u56fe\u201d\u4e0e\u201c\u4fdd\u6301\u7528\u6237\u539f\u610f\u201d\u4e4b\u95f4\u5b58\u5728\u5929\u7136\u5f20\u529b\uff0c\u5f53\u524d\u201c\u4e2a\u6027\u5316\u201d\u89e3\u51b3\u65b9\u6848\u5c1a\u5728\u5f00\u53d1\u4e2d\uff0c\u4e00\u5200\u5207\u7684\u201c\u6da6\u8272\u201d\u53ef\u80fd\u62b9\u6740\u4e2a\u4eba\u98ce\u683c\uff0c\u5f15\u53d1\u7528\u6237\u5bf9\u8868\u8fbe\u771f\u5b9e\u6027\u7684\u8d28\u7591\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u9690\u5fe7\u6d6e\u73b0\uff1a\u5b8c\u5168\u672c\u5730\u5904\u7406\u867d\u4fdd\u969c\u9690\u79c1\uff0c\u5374\u53d7\u9650\u4e8e\u7ec8\u7aef\u7b97\u529b\uff0c\u53ef\u80fd\u727a\u7272\u5904\u7406\u901f\u5ea6\u4e0e\u6a21\u578b\u8fed\u4ee3\u80fd\u529b\uff0c\u5728AI\u519b\u5907\u7ade\u8d5b\u4e2d\u5982\u4f55\u957f\u671f\u4fdd\u6301\u201c\u667a\u80fd\u201d\u4f18\u52bf\uff1f\u6700\u540e\uff0c\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u201c\u62c7\u6307\u75b2\u52b3\u201d\u75db\u70b9\uff0c\u5728\u8d85\u77ed\u89c6\u9891\u3001\u8bed\u97f3\u6d88\u606f\u5174\u8d77\u7684\u80cc\u666f\u4e0b\uff0c\u662f\u5426\u4ecd\u662f\u5927\u4f17\u5e02\u573a\u7684\u6700\u9ad8\u4f18\u5148\u7ea7\u9700\u6c42\uff1f\u5b83\u66f4\u50cf\u662f\u4e00\u6b3e\u4e3a\u77e5\u8bc6\u5de5\u4f5c\u8005\u548c\u91cd\u5ea6\u6587\u5b57\u751f\u4ea7\u8005\u91cf\u8eab\u5b9a\u5236\u7684\u201c\u6548\u7387\u589e\u5f3a\u5668\u201d\uff0c\u800c\u975e\u98a0\u8986\u6027\u7684\u4eba\u673a\u4ea4\u4e92\u9769\u547d\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u667a\u80fd\u6da6\u8272\u201d\u7684\u6807\u51c6\u5316\u4e0e\u7528\u6237\u8868\u8fbe\u7684\u4e2a\u6027\u5316\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u5e73\u8861\uff0c\u5e76\u6784\u5efa\u8d77\u8d85\u8d8a\u5355\u70b9\u5de5\u5177\u7684\u7cfb\u7edf\u7ea7\u5de5\u4f5c\u6d41\u58c1\u5792\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\">Typeless for Android<\/span>\n <\/div>\n<div class=\"comment-content\">Stop typing on your Android. Start talking with the first truly intelligent voice keyboard. Typeless turns your natural speech into polished messages, emails, and docs\u201410x faster than your thumbs.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b Hey Product Hunt!<\/p>\n<\/p>\n<p>I\u2019m Huang, the founder & CEO of Typeless.<\/p>\n<\/p>\n<p>Since the <strong>end of 2025<\/strong>, we\u2019ve launched Typeless on <strong>Mac, Windows, and iOS<\/strong>.<\/p>\n<\/p>\n<p>In just a few months, tens of thousands of people started using Typeless every day to write messages, emails, notes, long-form content, and for vibe work.<\/p>\n<\/p>\n<p>Across all platforms, one request kept coming up again and again:<\/p>\n<\/p>\n<p><strong>\u201cWhen is Typeless coming to Android?\u201d<\/strong><\/p>\n<\/p>\n<p>Today, I\u2019m excited to finally answer that.<\/p>\n<\/p>\n<p><strong>Typeless for Android is live<\/strong> \ud83c\udf89<\/p>\n<\/p>\n<p>\u2014<\/p>\n<\/p>\n<p>Typeless for Android is <strong><em>the world\u2019s first smart voice keyboard on Android<\/em><\/strong> that truly understands you.<\/p>\n<\/p>\n<p>You speak naturally. Typeless understands your intent – and turns your raw speech into clear, polished, natural writing in real time.<br \/>No commands. No formatting tricks.<\/p>\n<p>It reads as if you carefully wrote it yourself.<\/p>\n<\/p>\n<p>When input friction disappears on a phone, everything changes. Your iPhone becomes capable of things that once felt impossible – at <strong>10\u00d7 the speed<\/strong>.<\/p>\n<\/p>\n<p>\u2014<\/p>\n<h3>Core features:<\/h3>\n<ul>\n<li>\n<p><strong>Works everywhere<\/strong> \u2013 Any app on your phone: WhatsApp, Slack, Gmail, Notion, Notes, and more<\/p>\n<\/li>\n<li>\n<p><strong>AI auto-editing<\/strong> \u2013 Removes filler words, fixes grammar, and formats perfectly as you speak<\/p>\n<\/li>\n<li>\n<p><strong>Speak to Edit<\/strong> \u2013 Revise, refine, or rephrase by simply saying what you want to change<\/p>\n<\/li>\n<li>\n<p><strong>Whisper Mode<\/strong> \u2013 Dictate quietly and precisely in low-voice environments<\/p>\n<\/li>\n<li>\n<p><strong>100+ languages<\/strong> \u2013 Speak any language (or mix them); Typeless detects and transcribes automatically<\/p>\n<\/li>\n<li>\n<p><strong>Personal Dictionary<\/strong> \u2013 Names, brands, and custom vocabulary learned once, never missed<\/p>\n<\/li>\n<li>\n<p><strong>Private by design<\/strong> \u2013 Zero data retention. We never store or train on your data. All history stays on your device<\/p>\n<\/li>\n<\/ul>\n<p>\u2014<\/p>\n<\/p>\n<p><strong>The keyboard was a mistake.<\/strong><\/p>\n<p>Typing on a phone is where that mistake becomes painfully obvious.<\/p>\n<\/p>\n<p>The on-screen keyboard was a transition.<\/p>\n<p><strong>Voice is the next generation.<\/strong><\/p>\n<\/p>\n<p>This isn\u2019t just a new Android app.<\/p>\n<p>It\u2019s the next step in how people communicate \u2014 and create \u2014 with their devices.<\/p>\n<\/p>\n<p><strong>Welcome to the end of typing.<\/strong><br \/><strong>Welcome to Typeless.<\/strong><\/p>\n<\/p>\n<p>\u2014<\/p>\n<\/p>\n<p>I\u2019d love to hear from you:<\/p>\n<ul>\n<li>\n<p>Where does Typeless save you the most time on your phone?<\/p>\n<\/li>\n<li>\n<p>In which moments do you still fall back to typing?<\/p>\n<\/li>\n<li>\n<p>What\u2019s the one feature you\u2019d like us to build next?<\/p>\n<\/li>\n<\/ul>\n<p>We\u2019re here all day to chat, answer questions, and hear your ideas.<\/p>\n<p>If Typeless makes using your phone feel more effortless, your support would mean a lot to us \ud83d\udc9b<\/p>\n<\/p>\n<p>– Written with Typeless<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>24<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@huang_song_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huang_song_<\/a> Congrats on the launch! The Material You integration shows you really care about the Android experience. Typeless feels native, not like a lazy port.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@huang_song_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huang_song_<\/a> congo for the launch<\/p>\n<p>It’s amazing to see that finally someone understands how boring and difficult typing is nowadays. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@huang_song_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huang_song_<\/a> congrats on the launch! Different tones for each app feature sounds like a total killer (which is missing in most tools) <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<p>I’m Krystal from Typeless. Excited to finally be here with our <strong>Android launch<\/strong>!<\/p>\n<p>Why we built this:<\/p>\n<p>After launching on iOS, macOS, and Windows, one message flooded our inbox \u2014 “I’m on Android. When can I get this?”<\/p>\n<p>Android users were juggling multiple apps: voice recorders, transcription tools, and then spending ages cleaning up the mess in Google Docs.<\/p>\n<p>That workflow is broken.<\/p>\n<p>The core problem: <\/p>\n<p>Mobile typing is painfully slow, and standard voice input just dumps raw text complete with “uh”s, rambling, and zero structure. You\u2019re left fixing everything manually.<\/p>\n<p>Typeless for Android reimagines this completely:<\/p>\n<p>\u2022 <strong>Works everywhere<\/strong><br \/>Seamlessly available inside any Android app, including WhatsApp, Gmail, Slack, Notion, Notes, and more.<\/p>\n<\/p>\n<p>\u2022 <strong>Intelligent writing, not raw transcription<\/strong><br \/>Typeless understands your intent as you speak. It removes filler words, fixes grammar, organizes your thoughts, and adapts tone in real time.<\/p>\n<p><strong>\u2022 Speak to Edit<\/strong><br \/>Want to revise, refine, or rephrase your writing without typing? Just say what you want to change, and it happens like magic.<\/p>\n<\/p>\n<p>\u2022 <strong>100+ languages with instant detection<\/strong><br \/>Speak any language or switch mid-sentence. No settings to change.<\/p>\n<\/p>\n<p>\u2022 <strong>Personal dictionary<\/strong><br \/>Add your unique words effortlessly, and Typeless won\u2019t miss them.<\/p>\n<\/p>\n<p>\u2022 <strong>Privacy by design <\/strong><\/p>\n<p>All processing happens on your device. Zero data collection. Your voice never leaves your phone.<\/p>\n<\/p>\n<p>Beta feedback from Android users:<\/p>\n<p>6x faster than thumb-typing for most users<\/p>\n<p><strong>“Finally feels like a native Android experience”<\/strong> – consistent feedback<\/p>\n<p>Top use cases: WhatsApp replies, Gmail composition, capturing ideas in Keep<\/p>\n<p>Android-specific questions for you:<\/p>\n<p>Device optimization \u2013 Which Android phone are you using? We want to ensure perfect performance on YOUR device.<\/p>\n<p>Integration depth \u2013 Should we prioritize Tasker automation, Bixby Routines, or Google Assistant shortcuts?<\/p>\n<p>Customization \u2013 What level of widget customization matters to you? (Size, style, quick actions?)<\/p>\n<p>Ecosystem features \u2013 Samsung DeX support? Wear OS companion app? Foldable-specific UI?<\/p>\n<p>Performance tradeoffs \u2013 Would you prefer faster processing with the internet, or slightly slower but fully offline?<\/p>\n<p>I’m here all day discussing technical details, feature priorities, and Android-specific optimizations. Tell me how <br \/>Typeless fits into your Android workflow!<\/p>\n<p>Download: <a href=\"https:\/\/www.typeless.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.typeless.com\/<\/a><\/p>\n<p>Krystal<\/p>\n<p>Dictated with Typeless for Android:><\/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>Works perfectly on my Pixel 8. The AI removes all my filler words automatically and makes me sound way more articulate than I actually am.<\/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\/@lvyanghuang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lvyanghuang<\/a> Thank you so much for the positive feedback! We’re thrilled to hear that the AI filler word removal is working great on your Pixel 8. It’s exactly what we designed it for – helping everyone communicate more clearly and confidently. Keep creating amazing content!\ud83c\udf89<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4bHey Product Hunt!<\/p>\n<\/p>\n<p>I’m Stellar from the Typeless marketing team, and today is a day we’ve been waiting for.<\/p>\n<\/p>\n<p>Here’s what happened:<\/p>\n<\/p>\n<p>After launching on<strong> iOS, MacOS, and Windows<\/strong>, our inbox became filled with messages from Android users. Not just “<em>when’s Android coming?<\/em>“\u2014but stories about why they needed it.<\/p>\n<\/p>\n<p>A product manager who brainstorms features during his bike commute. A journalist who drafts articles on the subway. A teacher who responds to parent emails between classes, phone in one hand, coffee in the other.<\/p>\n<\/p>\n<p>They all said variations of the same thing: “<em>I chose Android for freedom and flexibility. Give me that same freedom from typing.<\/em>“<\/p>\n<\/p>\n<p>So we built <strong>Typeless for Android.<\/strong> And the experience? It’s exactly what Android deserves. <strong>Your messy thoughts become ready-to-send messages.<\/strong> No editing. No cleanup. Just speak, and it’s done\u2014polished, clear, and sounds exactly like you carefully typed it.<\/p>\n<\/p>\n<p>The moment that convinced us:<\/p>\n<\/p>\n<p>Our beta tester Maria shared: “<em>I was grocery shopping when my boss messaged about an urgent client issue. Cart full, hands occupied. I just… spoke into my phone. <\/em><strong><em>A complete, professional response appeared in seconds\u2014no ‘um’s, no rambling, perfectly formatted<\/em><\/strong><em>. I hit send without changing a single word and continued shopping. That’s when it hit me\u2014this isn’t just convenient. It’s liberating.<\/em>“<\/p>\n<p>That’s the difference. Other voice tools transcribe what you say. <strong>Typeless transforms it into what you mean to send.<\/strong><\/p>\n<\/p>\n<p>That’s what we’re launching today.\ud83c\udf89\ud83c\udf89<\/p>\n<\/p>\n<p>What we want to know:<\/p>\n<\/p>\n<ul>\n<li>\n<p>How many ideas have you lost because typing on your phone felt like too much effort?<\/p>\n<\/li>\n<li>\n<p>What would shift in your daily routine if communication was as natural as speaking?<\/p>\n<\/li>\n<li>\n<p>Do you ever ignore messages simply because typing a proper response feels exhausting?<\/p>\n<\/li>\n<\/ul>\n<p>We’re here all day to listen, share stories, and answer everything. If you’ve ever felt your thoughts racing ahead of your thumbs\u2014if you’ve chosen Android because you value doing things your way\u2014your support today would mean the world to our team.<\/p>\n<p>Experience it yourself: <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.typeless.mobile&referrer=utm_source%3Dproducthunt%26utm_medium%3Dsocial%26utm_campaign%3Dapp_download\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><em>Typeless for Andorid<\/em><\/a><\/p>\n<\/p>\n<p>Stellar<\/p>\n<\/p>\n<p><em>Dictated with Typeless for Android<\/em><\/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>Finally you guys release Typeless for Android after a long wait! savor for android user like me! any difference in funcs? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Thanks for waiting! \ud83c\udf89 Same powerful AI features – intelligent dictation, speak-to-edit, auto-formatting, 100+ languages, all with on-device privacy.Works seamlessly across all your apps!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, finally. We have typeless on Android yay.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shushantlakhyani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shushantlakhyani<\/a> So excited! Have you tried it out yet? Would love to hear how it compares!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Definitely going to give this a try for at least notes and drafting. <\/p>\n<p>Is there a way to adjust how much the AI alters what I say? How heavy the editing is?<\/p>\n<p>Also, what runs locally on my device and what is done in cloud? and for whatever runs locally, do you have minimum requirements listed?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@build_with_aj\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@build_with_aj<\/a> Hi AJ, glad to hear you’re giving Typeless a try!<\/p>\n<p>To answer your questions:<\/p>\n<ol>\n<li>\n<p>Adjusting the AI: We don’t use a manual adjustment slider. Instead, we are solving this via Personalization \u2014 Typeless is designed to adapt to your specific style and preferences over time. This feature is currently live on macOS, and we are actively working on bringing it to other platforms soon.<\/p>\n<\/li>\n<li>\n<p>Cloud vs. Local & Privacy: We prioritize your privacy. All your history is stored strictly locally on your device. This ensures that your personal data stays with you.<\/p>\n<\/li>\n<li>\n<p>System Requirements: Our goal is to ensure the app runs smoothly on mainstream devices. Currently, our supported operating system versions are:<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li>\n<p>iOS: 16.1 or later<\/p>\n<\/li>\n<li>\n<p>Android: 7.0 or later<\/p>\n<\/li>\n<li>\n<p>macOS: 11.0 or later<\/p>\n<\/li>\n<li>\n<p>Windows: 10 or later<\/p>\n<\/li>\n<\/ul>\n<p>Feel free to let us know if you run into any issues!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Just dictated a whole email to a client while walking my dog. Sent it without editing. This is genuinely the future of mobile productivity.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jeremyrkk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeremyrkk<\/a> Walking the dog AND crushing work emails? You’re living in 2026!Love that you trusted it enough to hit send without a second look. That’s the future we’re building!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Works perfectly on my Pixel 8. The AI removes all my filler words automatically and makes me sound way more articulate than I actually am.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@sylvia_weng99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sylvia_weng99<\/a> That\u2019s amazing to hear, thank you! One of our goals was exactly that: to help people sound like the best version of themselves\uff01<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 Quick Settings integration is so much more convenient than I expected. I use it constantly now instead of opening the full app.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yuanyuan_nuan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yuanyuan_nuan<\/a> That’s exactly what we hoped to hear!We designed <strong>Quick Settings<\/strong> to make Typeless feel like it’s always right there when you need it. Thanks for sharing this \u2014 feedback like yours makes our day!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019m a big fan of Typeless. It lets me accurately input what I want to say even when typing isn\u2019t convenient, like when I\u2019m walking.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@lint\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lint<\/a> A walking testimonial – literally!\ud83d\udeb6\u200d\u2642\ufe0fSo glad Typeless is helping you stay productive on the move. What do you usually use it for – notes, messages, or something else?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 exactly what Android needed. I can finally dictate messages while walking and they actually sound professional, not like rambling nonsense.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@candyrorae\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@candyrorae<\/a> Thanks for the feedback! We’re thrilled that you can now dictate professional-sounding messages while walking. That’s the Android experience we wanted to deliver!\ud83d\ude0a <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Upvoted and shared with my team! We’ve been looking for something exactly like Typeless for organizing client feedback. This is perfect.<\/div>\n<div class=\"comment-actions\">\n<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\/@lizzieyuan2025\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lizzieyuan2025<\/a> Thank you so much for the upvote and for sharing with your team! So glad Typeless is exactly what you needed for organizing client feedback. Let us know if you need any help getting started!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge congrats on the launch! The voice recognition works even when I’m speaking quietly in the library. Don’t have to raise my voice or repeat myself multiple times.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pan12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pan12<\/a> Thank you for this great review! We’re delighted that our enhanced voice recognition algorithm is performing well in low-volume scenarios. We specifically fine-tuned the sensitivity and noise cancellation to work in quiet spaces like libraries. Your feedback validates our efforts \u2013 thanks for sharing! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@pan12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pan12<\/a> Thank you so much! Really happy to hear it works well for you even in the library \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! I\u2019m looking forward to following all your updates.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It would be even more powerful if it could attach a place or address directly from Google Maps when dictating – super useful for messages and emails.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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’m an iphone user and may just not know – but how is this different than wisprflow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019ve been waiting for something like this on Android for ages. Most voice typing feels clunky. This actually sounds\u2026 human.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Shipping a voice keyboard IME that \u201ccleans up\u201d speech in real time gets gnarly at scale: ultra-low-latency streaming + consistent tone while thousands of users dictate across wildly different apps.<\/p>\n<p>Best-practice: VAD + streaming ASR (on-device whisper.cpp\/NNAPI\/Core ML where possible) with partial hypotheses, then a fast rewrite pass; add automated quality\/latency evals + guardrails to keep the \u201czero retention\u201d trust story intact.<\/p>\n<p><em>Open Q: are you doing on-device-first ASR with optional cloud rewrite, and how do you avoid app context leakage while still personalizing style?<\/em><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">When someone says \u201cI already have Gboard\/SwiftKey,\u201d what\u2019s the clearest before\/after workflow change that makes them switch\u2014and which measurable outcomes do you see improve most reliably?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! I’ve been waiting for an app like Typeless 2 for ages! Finally, something that makes voice input feel effortless without the usual hassles. <br \/>How well does it handle non-English languages or accents?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/AE3JLDJKSCPASZ\" class=\"app-title\">Evernote v11<\/a><\/p>\n<div class=\"one-liner\">Your second brain, leveled up.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">178<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Evernote v11\u901a\u8fc7\u96c6\u6210AI\u52a9\u624b\u3001AI\u4f1a\u8bae\u7b14\u8bb0\u548c\u8bed\u4e49\u641c\u7d22\uff0c\u65e8\u5728\u4f5c\u4e3a\u7528\u6237\u7684\u201c\u7b2c\u4e8c\u5927\u8111\u201d\uff0c\u5728\u4fe1\u606f\u8fc7\u8f7d\u548c\u77e5\u8bc6\u7ba1\u7406\u573a\u666f\u4e2d\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u667a\u80fd\u5730\u6355\u6349\u3001\u6574\u7406\u548c\u63d0\u53d6\u7b14\u8bb0\u5185\u5bb9\u7684\u6838\u5fc3\u4ef7\u503c\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\/7acc1b32-157e-4a3e-ae54-bbe76e70d9c8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=0let_BX8ahM\"><source src=\"https:\/\/www.youtube.com\/watch?v=0let_BX8ahM\" 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\/3333665a-5e76-4bff-8919-dc4fd398dd1c.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\/9baedd71-cc8a-4ab2-b4ed-7cb9f92701d0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/328d8388-ff7f-42d9-b55a-2fe2442f60e8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7031edb4-220b-4d12-be15-26e574697486.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/537c0bdc-73e0-4d67-8057-a7b20b3e3b13.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\/d7801208-dcf4-41c4-936f-b2cf1f2d05a1.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\/fd7865d0-23a4-415d-bf78-2824132f7b71.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\/1fc1e950-68e7-4416-abab-451ac8f76668.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/97cf15d3-45eb-46a9-9835-98b59d0b6723.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\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Notes<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7b14\u8bb0\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bae\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">\u8bed\u4e49\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u4fe1\u606f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u7b2c\u4e8c\u5927\u8111<\/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\u5448\u73b0\u4e24\u6781\u3002\u6b63\u9762\u80af\u5b9a\u5176\u4e45\u8fdd\u66f4\u65b0\u4e0eAI\u65b9\u5411\uff1b\u8d1f\u9762\u5219\u96c6\u4e2d\u5728\u514d\u8d39\u7248\u9650\u5236\uff08\u598250\u9875\u4e0a\u9650\uff09\u3001\u65b0\u65e7\u754c\u9762\u5e76\u5b58\u4f53\u9a8c\u5272\u88c2\u3001\u4ee5\u53ca\u62c5\u5fe7\u4ea7\u54c1\u6838\u5fc3\u4f53\u9a8c\u5728\u6613\u4e3b\u540e\u53d8\u5dee\u3002\u6709\u8bc4\u8bba\u7280\u5229\u6307\u51fa\u201c\u6301\u7eed\u628a\u597d\u8f6f\u4ef6\u53d8\u7cdf\u201d\u3002\u6709\u6548\u5efa\u8bae\u6d89\u53caAI\u4ecb\u5165\u65f6\u673a\u7684\u5e73\u8861\u601d\u8003\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 Evernote v11\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u4ea7\u54c1\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u573a\u5173\u4e4e\u751f\u5b58\u7684\u54c1\u724c\u5ba3\u8a00\u3002\u5728\u88abBending Spoons\u6536\u8d2d\u540e\u6c89\u5bc2\u6570\u5e74\uff0c\u6b64\u756a\u4ee5\u201cAI\u201d\u4e3a\u552f\u4e00\u5229\u5203\u91cd\u51fa\u6c5f\u6e56\uff0c\u610f\u56fe\u660e\u786e\uff1a\u7528\u6700\u65f6\u9ae6\u7684\u6280\u672f\u6807\u7b7e\uff0c\u5524\u9192\u8001\u7528\u6237\u7684\u8bb0\u5fc6\u5e76\u5438\u5f15\u65b0\u76ee\u5149\u3002\u4ea7\u54c1\u4ecb\u7ecd\u7684\u201cAI\u52a9\u624b\u201d\u3001\u201cAI\u4f1a\u8bae\u7b14\u8bb0\u201d\u3001\u201c\u8bed\u4e49\u641c\u7d22\u201d\u4e09\u677f\u65a7\uff0c\u76f4\u6307\u73b0\u4ee3\u77e5\u8bc6\u5de5\u4f5c\u8005\u7684\u6838\u5fc3\u75db\u70b9\u2014\u2014\u4fe1\u606f\u5904\u7406\u6548\u7387\u3002\u8fd9\u786e\u5b9e\u662f\u6b63\u786e\u7684\u8d5b\u9053\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0cProduct Hunt\u7684\u8bc4\u8bba\u5374\u6495\u5f00\u4e86\u4e00\u9053\u7406\u60f3\u4e0e\u73b0\u5b9e\u7684\u53e3\u5b50\u3002\u9ad8\u8d5e\u8bc4\u8bba\u201c\u591a\u5e74\u524d\u5bfc\u51fa\u4e86\u7b14\u8bb0\uff0c\u73b0\u5728\u770b\u6765\u5b83\u4eec\u50cf\u88ab\u52ab\u6301\u4e86\u201d\u7684\u8bbd\u523a\uff0c\u4ee5\u53ca\u201c\u6301\u7eed\u628a\u597d\u8f6f\u4ef6\u53d8\u7cdf\u201d\u7684\u6307\u8d23\uff0c\u66b4\u9732\u51fa\u5176\u771f\u6b63\u7684\u6311\u6218\u5e76\u975e\u6280\u672f\uff0c\u800c\u662f\u4fe1\u4efb\u3002\u8001\u7528\u6237\u5bf9\u529f\u80fd\u9650\u5236\uff08\u5982\u514d\u8d39\u724850\u9875\u4e0a\u9650\uff09\u7684\u62b1\u6028\u3001\u5bf9\u65b0\u65e7\u7cfb\u7edf\u5e76\u5b58\u7684\u56f0\u60d1\uff0c\u90fd\u6307\u5411\u540c\u4e00\u4e2a\u95ee\u9898\uff1a\u5728\u8ffd\u9010AI\u65b0\u6d6a\u6f6e\u65f6\uff0cEvernote\u662f\u5426\u5df2\u59a5\u5584\u89e3\u51b3\u4e86\u5176\u4f5c\u4e3a\u4e00\u6b3e\u57fa\u7840\u5de5\u5177\u5728\u7a33\u5b9a\u6027\u3001\u4e00\u81f4\u6027\u548c\u7528\u6237\u4ef7\u503c\u611f\u77e5\u4e0a\u7684\u5386\u53f2\u6b20\u8d26\uff1f\n <\/p>\n<p class=\"ai-content\">\n AI\u529f\u80fd\u662f\u5f3a\u5927\u7684\u201c\u589e\u91cf\u201d\uff0c\u4f46\u7b14\u8bb0\u5e94\u7528\u7684\u672c\u8d28\u662f\u53ef\u9760\u3001\u79c1\u5bc6\u7684\u201c\u5b58\u91cf\u201d\u7ba1\u7406\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201cAI\u5e94\u5728\u4f55\u65f6\u4ecb\u5165\u601d\u8003\u201d\u7684\u63d0\u95ee\u975e\u5e38\u5173\u952e\u3002\u8fc7\u65e9\u7684\u201c\u667a\u80fd\u201d\u603b\u7ed3\u4e0e\u5efa\u8bae\uff0c\u53ef\u80fd\u5e72\u6270\u800c\u975e\u8f85\u52a9\u6df1\u5ea6\u601d\u8003\u8fc7\u7a0b\u3002Evernote\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u5b83\u80fd\u591a\u4e48\u82b1\u54e8\u5730\u201c\u7406\u89e3\u201d\u4f60\u7684\u7b14\u8bb0\uff0c\u800c\u5728\u4e8e\u5b83\u80fd\u5426\u63d0\u4f9b\u4e00\u4e2a\u65e0\u7f1d\u3001\u53ef\u4fe1\u8d56\u7684\u73af\u5883\uff0c\u8ba9AI\u529f\u80fd\u5728\u7528\u6237\u9700\u8981\u65f6\u6084\u7136\u3001\u7cbe\u51c6\u5730\u589e\u5f3a\u4f53\u9a8c\uff0c\u800c\u975e\u55a7\u5bbe\u593a\u4e3b\u3002\u672c\u6b21V11\u66f4\u65b0\u662f\u5fc5\u8981\u7684\u6280\u672f\u4eae\u76f8\uff0c\u4f46\u8981\u60f3\u91cd\u83b7\u201c\u7b2c\u4e8c\u5927\u8111\u201d\u7684\u5c0a\u79f0\uff0cEvernote\u9700\u8981\u8bc1\u660e\uff0c\u5b83\u7684\u201c\u8111\u201d\u4e0d\u4ec5\u66f4\u667a\u80fd\uff0c\u800c\u4e14\u66f4\u53ef\u9760\u3001\u66f4\u61c2\u7528\u6237\u6c89\u9ed8\u65f6\u7684\u9700\u6c42\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e00\u6b21\u534e\u4e3d\u7684\u3001\u4f46\u6d6e\u4e8e\u8868\u9762\u7684\u6280\u672f\u88c5\u9970\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\">Evernote v11<\/span>\n <\/div>\n<div class=\"comment-content\">Evernote v11 is here! The Evernote you love, evolved. Use AI Assistant for smarter interactions with your notes, AI Meeting Notes for recordings with multi-speaker transcription, and a more powerful search that understands the meaning behind your words.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow… the first Evernote launch since 2020…! And since <a href=\"https:\/\/evernote.com\/blog\/bending-spoons-to-acquire-evernote\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Bending Spoons acquired them<\/a>.<\/p>\n<\/p>\n<p>Bold \u2014 <a href=\"https:\/\/evernote.com\/features\/ai-features\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">drenched in AI<\/a>!<\/p>\n<\/p>\n<p>Glad I exported my notes years ago, looks like they’re now being held hostage! \ud83e\udee0<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/04639c31-95aa-4b92-841a-90ac31cfa23b.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>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>Thanks for posting this <a href=\"https:\/\/www.producthunt.com\/@chrismessina\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> . Funny thing is, if you browse around a bit you can still find the old UI from years ago. These are the settings and profile pages, for example:<\/p>\n<\/p>\n<p>NEW<\/p>\n<p><a href=\"https:\/\/accounts.evernote.com\/settings\/account\/summary\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/accounts.evernote.com\/settings\/account\/summary<\/a><\/p>\n<\/p>\n<p>OLD<\/p>\n<p><a href=\"https:\/\/www.evernote.com\/Settings.action\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.evernote.com\/Settings.action<\/a><\/p>\n<\/p>\n<p>I wonder how come they never removed the old batch of pages from the server… \ud83e\udd14<\/p>\n<\/p>\n<p>I any case, I am over the 50 pages limit for the free version… \ud83d\ude14 – CIAO!<\/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>Software that was great, that you continue to make worse.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Big moment for Evernote after a long pause \u2013 congrats on the v11 launch.<\/p>\n<p>Curious how you\u2019re thinking about <em>when<\/em> AI should step in vs. when notes should stay quiet. In my experience, a lot of thinking happens before ideas are ready to be summarized, searched, or “understood.”<\/p>\n<p>How do you balance augmentation with not pulling meaning out of notes too early?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dmitry_petrakov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitry_petrakov<\/a> seems like they address that in the video, no?<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=0let_BX8ahM&feature=youtu.be\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/watch?v=0let_BX8ahM&feature=youtu.be<\/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>Got to use Evernote a lot back in the days, why should I back to it? Congrats on the launch anyway \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Ah.. Evernote! It’s always cool when “older” brands get a new life with new owners. I’ll check it out, if only to see my 2011 notes first.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/UH2T7XGMCDTR3O\" class=\"app-title\">Dopamine.chat<\/a><\/p>\n<div class=\"one-liner\">Effortlessly build your AI team for everything you do<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">164<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Dopamine.chat \u662f\u4e00\u6b3e\u4f4e\u95e8\u69dbAI\u667a\u80fd\u4f53\u6784\u5efa\u5e73\u53f0\uff0c\u5b83\u901a\u8fc7\u7b80\u5316\u8bbe\u7f6e\u6d41\u7a0b\uff0c\u8ba9\u7528\u6237\u80fd\u5728\u51e0\u5206\u949f\u5185\u4e3a\u7814\u7a76\u3001\u5185\u5bb9\u521b\u4f5c\u3001\u65e5\u5e38\u529e\u516c\u7b49\u573a\u666f\u521b\u5efa\u4e13\u5c5e\u7684\u201cAI\u56e2\u961f\u201d\uff0c\u4ece\u800c\u5feb\u901f\u5c06\u81ea\u52a8\u5316\u60f3\u6cd5\u8f6c\u5316\u4e3a\u5b9e\u9645\u751f\u4ea7\u529b\uff0c\u89e3\u51b3\u4f20\u7edf\u81ea\u52a8\u5316\u5de5\u5177\u5b66\u4e60\u66f2\u7ebf\u9661\u5ced\u3001\u914d\u7f6e\u590d\u6742\u3001\u96be\u4ee5\u5feb\u901f\u89c1\u6548\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\/454ee958-4cae-47ce-9366-c030e5a500f3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/74fca5f8-ce28-423e-9555-18eea6ad0638.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f8de978a-d52e-422a-8afc-05042a09cc75.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/75589ffb-3d7e-47d8-b690-9360d74b2c3b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1f76e276-bc81-4dd4-8e53-9ea476a323ff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">No-Code<\/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\">\u5de5\u4f5c\u6d41\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u52a9\u7406<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u6548\u7387<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u529e\u516c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u5355\u6613\u7528\u548c\u201c\u5feb\u901f\u83b7\u5f97\u4ef7\u503c\u201d\u7684\u7406\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u6570\u636e\u5b89\u5168\u4e0e\u6df1\u5ea6\u96c6\u6210\uff08\u5982\u8fde\u63a5GitHub\u3001Stripe\u7b49\uff09\u3001\u590d\u6742\u903b\u8f91\u5904\u7406\u80fd\u529b\u3001\u5916\u90e8\u5e73\u53f0\u5d4c\u5165\uff08\u5982CMS\uff09\u3001\u4ee5\u53ca\u5e0c\u671b\u589e\u5f3a\u4fe1\u606f\u6765\u6e90\u7684\u6eaf\u6e90\u529f\u80fd\u3002\u521b\u59cb\u4eba\u56de\u590d\u900f\u9732\uff0c\u5176\u4f18\u52bf\u5728\u4e8e\u201c\u6301\u7eed\u6027\u3001\u57fa\u4e8e\u63a8\u7406\u7684\u5de5\u4f5c\u201d\uff0c\u5e76\u4e0e\u4f20\u7edf\u81ea\u52a8\u5316\u5de5\u5177\u5f62\u6210\u4e92\u8865\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 Dopamine.chat \u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u8d5b\u9053\uff1aAI\u667a\u80fd\u4f53\u4e0e\u5de5\u4f5c\u6d41\u6784\u5efa\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u6982\u5ff5\u7684\u5806\u780c\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u6293\u4f4f\u4e86\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u7684\u4f53\u9a8c\u2014\u2014\u5c06\u201c\u53ef\u7528\u6027\u201d\u7f6e\u4e8e\u201c\u5168\u80fd\u6027\u201d\u4e4b\u4e0a\u3002\u4ea7\u54c1\u5ba3\u79f0\u7684\u201c\u5206\u949f\u7ea7\u6784\u5efa\u201d\u548c\u201c\u65e0\u9661\u5ced\u5b66\u4e60\u66f2\u7ebf\u201d\uff0c\u76f4\u6307\u5f53\u524d\u8bb8\u591a\u5e73\u53f0\u5de5\u5177\u201c\u5f00\u5934\u5174\u594b\uff0c\u540e\u7eed\u6401\u7f6e\u201d\u7684\u7528\u6237\u5026\u6020\u73b0\u72b6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e0e\u56de\u590d\u4e2d\uff0c\u6211\u4eec\u80fd\u5256\u6790\u51fa\u5176\u6218\u7565\u5b9a\u4f4d\uff1a\u5b83\u5e76\u975e\u8981\u53d6\u4ee3Zapier\u3001n8n\u8fd9\u7c7b\u64c5\u957f\u5904\u7406\u786e\u5b9a\u6027\u5f3a\u3001\u4e8b\u4ef6\u9a71\u52a8\u578b\u6d41\u7a0b\u7684\u201c\u81ea\u52a8\u5316\u7ba1\u9053\u5de5\u201d\uff0c\u800c\u662f\u7acb\u5fd7\u6210\u4e3a\u5904\u7406\u201c\u975e\u786e\u5b9a\u6027\u601d\u8003\u5de5\u4f5c\u201d\u7684\u201cAI\u540c\u4e8b\u201d\u3002\u5b83\u7684\u573a\u666f\u662f\u6301\u7eed\u7684\u76d1\u63a7\u3001\u603b\u7ed3\u3001\u51b3\u7b56\u8f85\u52a9\uff0c\u8fd9\u4e00\u5b9a\u4f4d\u4f7f\u5176\u907f\u5f00\u4e86\u4e0e\u6210\u719f\u5de8\u5934\u7684\u6b63\u9762\u4ea4\u950b\uff0c\u627e\u5230\u4e86\u4e00\u4e2a\u5dee\u5f02\u5316\u7684\u751f\u5b58\u7a7a\u95f4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u201c\u7b80\u5355\u201d\u4e0e\u201c\u5f3a\u5927\u201d\u7684\u5929\u5e73\u96be\u4ee5\u6c38\u4e45\u5e73\u8861\u3002\u7528\u6237\u521d\u671f\u4e3a\u8f7b\u677e\u4e0a\u624b\u800c\u6b22\u547c\uff0c\u4f46\u968f\u7740\u9700\u6c42\u590d\u6742\u5316\uff0c\u5982\u4f55\u4e0d\u91cd\u8e48\u201c\u529f\u80fd\u81a8\u80c0\u5bfc\u81f4\u8bbe\u7f6e\u81c3\u80bf\u201d\u7684\u8986\u8f99\uff0c\u5c06\u662f\u5de8\u5927\u8003\u9a8c\u3002\u521b\u59cb\u4eba\u63d0\u5230\u7684\u201c\u7528\u53ef\u7ec4\u5408\u7684\u534f\u4f5c\u578b\u5c0f\u667a\u80fd\u4f53\u5e94\u5bf9\u590d\u6742\u903b\u8f91\u201d\u662f\u4e00\u79cd\u89e3\u6784\u601d\u8def\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u5c06\u590d\u6742\u5ea6\u4ece\u201c\u914d\u7f6e\u754c\u9762\u201d\u8f6c\u79fb\u5230\u4e86\u201c\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u201d\u4e0a\uff0c\u5bf9\u7528\u6237\u7684\u62bd\u8c61\u601d\u7ef4\u80fd\u529b\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002\u5176\u6b21\uff0c\u6570\u636e\u5b89\u5168\u4e0e\u6df1\u5ea6\u96c6\u6210\u662f\u7528\u6237\u5207\u5b9e\u7684\u987e\u8651\uff0c\u4e5f\u662f\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u751f\u6b7b\u7ebf\u3002\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u8fde\u63a5\u5404\u7c7b\u751f\u4ea7\u73af\u5883\u7684\u9700\u6c42\uff0c\u6b63\u662f\u5176\u4ece\u201c\u73a9\u5177\u201d\u8d70\u5411\u201c\u5de5\u5177\u201d\u5fc5\u987b\u8de8\u8d8a\u7684\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cDopamine.chat \u5c55\u73b0\u4e86\u4e00\u79cd\u52a1\u5b9e\u7684\u4ea7\u54c1\u54f2\u5b66\uff1a\u5728AI\u8d4b\u80fd\u7684\u5927\u6f6e\u4e2d\uff0c\u4f18\u5148\u89e3\u51b3\u201c\u7528\u8d77\u6765\u201d\u7684\u95ee\u9898\uff0c\u800c\u975e\u4e00\u5473\u8ffd\u6c42\u201c\u65e0\u6240\u4e0d\u80fd\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u6838\u5fc3\u4f53\u9a8c\u7b80\u6d01\u7684\u540c\u65f6\uff0c\u7a33\u5065\u5730\u6784\u5efa\u8d77\u53ef\u9760\u3001\u5b89\u5168\u4e14\u80fd\u6ee1\u8db3\u8fdb\u9636\u9700\u6c42\u7684\u80fd\u529b\u62a4\u57ce\u6cb3\uff0c\u4ece\u800c\u5c06\u7528\u6237\u521d\u671f\u7684\u201c\u591a\u5df4\u80fa\u201d\u523a\u6fc0\uff0c\u8f6c\u5316\u4e3a\u957f\u671f\u4f9d\u8d56\u7684\u201c\u5185\u5561\u80bd\u201d\u5f0f\u7a33\u56fa\u4ef7\u503c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Dopamine.chat<\/span>\n <\/div>\n<div class=\"comment-content\">There are tons of agent and workflow builders out there, but most come with heavy setup, long ramp-up, and way too much overhead. Dopamine is built to remove all of that. It helps you actually get things done: move faster, stay organized, learn quicker, and stay ahead without friction. Create flexible, mission-ready AI team members in minutes, not weeks, and use them anywhere in your life or work.<\/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<br \/>Ron here, the creator of Dopamine.chat.<\/p>\n<p>All you want is to \u201cclean your inbox\u201d, \u201csummarize customer feedback every morning,\u201d or \u201ccreate and post daily content\u201d. <\/p>\n<p>But every platform promises this, and they all end up feeling the same.<br \/>You sign up, get excited\u2026 and then it becomes insanely hard to actually get the work done.<br \/>Too many steps. Too many settings. Too much overhead.<br \/>So the task gets postponed\u2026 waiting for the next platform that might solve it.<\/p>\n<p>I felt this pain too, deeply.<br \/>That\u2019s why I built Dopamine.<br \/>First for me. Then to more people who felt the same frustration.<br \/>Dopamine is optimized for one thing: <strong>giving you value fast<\/strong>.<br \/>No steep learning curve. No complex setup. No \u201cbuild a full automation system before you get a result.\u201d<br \/>Just simple, powerful agents that start helping you from day one.<\/p>\n<p>Here\u2019s what Dopamine lets you do:<br \/>\u2705 Build mission-specific agents in few clicks<br \/>\u2705 Connect them to your real data with built-in integrations<br \/>\u2705 Customize how each agent thinks and behaves<br \/>\u2705 Combine agents into workflows or multi-agent teams<br \/>\u2705 Share your agents with teammates or communities<\/p>\n<p>What people are already building:<br \/>1\ufe0f\u20e3Research agents that summarize, compare, and digest info instantly<br \/>2\ufe0f\u20e3Admin & ops automations that clear repetitive tasks<br \/>3\ufe0f\u20e3Content agents for drafting, repurposing, and brainstorming<br \/>4\ufe0f\u20e3Personal assistants for planning and organizing<br \/>5\ufe0f\u20e3Startup workflows for onboarding, support routing, CRM tasks, and more<\/p>\n<p>I\u2019d genuinely love to hear what you built, what surprised you, and what still feels missing.<br \/>Can’t wait to see what you do with dopamine.chat \ud83d\ude4f<\/p>\n<p>– Ron<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ron_zaidman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ron_zaidman<\/a> Congrats on the launch Ron. What’s your users’ first “Aha” moment?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@ron_zaidman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ron_zaidman<\/a> congrats on the launch! Is it entirely based on no-code? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@ron_zaidman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ron_zaidman<\/a> This is a killer concept\u2014building an AI team that does admin, research, content all from one place. Curious how you handle data security when connecting to real accounts, and what\u2019s been the most surprising use case you\u2019ve seen from early 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\">\n<p>Give me a way to auth and give read\/write access to fly.io, railway, supabase, one or all Github repos, Stripe and a few other things and enpowr an agent to debug. Do this and become a billionnaire this year.<\/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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> Love the ambition! Totally agree, if agents could safely connect, auth, and debug across all those platforms, that would be next-level.<br \/>Right now, some integrations like Stripe and GitHub are already available, and others can be added pretty easily via our connectors. Full multi-service debugging is on the roadmap, but we\u2019re taking it step by step so it stays secure and reliable.<\/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>Great name! Honestly, getting an automation to finally work IS a hit of dopamine:D Most tools feel like homework, but this looks like it\u2019s actually fun to use. Which of the pre-built agents is the most popular for beginners to start with?<\/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\/@eugene_chernyak\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eugene_chernyak<\/a> Totally agree \ud83d\ude04 that “it finally works” moment is exactly where the name came from.<br \/>For beginners, the most popular starting point is usually a <strong>daily summary agent<\/strong>, things like news, updates from specific sources, or what changed today.<br \/>It’s simple to set up, shows value fast, and once people see it working, they tend to branch out into more proactive or multi-agent setups pretty quickly.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">When someone is comparing Dopamine to n8n\/Zapier\/Make plus an LLM step (or to an agent-first builder), what\u2019s the clearest scenario where Dopamine wins\u2014and what\u2019s the honest scenario where you\u2019d tell them to use something else?<\/div>\n<div class=\"comment-actions\">\n<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> Love this question. Dopamine wins when the goal is ongoing, reasoning-based work rather than deterministic automation, things like monitoring, summarizing, decision-making, or collaborating agents that run continuously with minimal setup. It\u2019s especially strong when you want to go from idea to working agent in minutes, without wiring dozens of steps.<\/p>\n<\/p>\n<p>The honest answer: if you need strict, event-driven automation, deep branching logic, or guaranteed deterministic execution across many external systems, tools like n8n, Zapier, or Make are often the better fit today. We see Dopamine as complementary, handling the “thinking” and ongoing work, while classic automation tools handle the plumbing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 promise of ‘value fast’ is great, but simple tools often hit a ceiling quickly. How does Dopamine handle complex, multi-branch logic without eventually turning into the very ‘heavy setup’ platform you’re solving against?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> Great question, this is exactly the tradeoff were focused on. For complex, multi-branch logic, we lean on workflows and teams, breaking problems into smaller, composable agents that collaborate rather than one giant, fragile flow. This approach lets users handle real complexity while avoiding the heavy setup and long-term maintenance overhead we’re trying to solve against.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 your brand name \ud83d\ude04 Do you have integrations to use agents outside of your platform? For example: implementing an agent inside of a CMS? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@alina_petrova3\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alina_petrova3<\/a> Thank you! \ud83d\ude04 Glad you like it! Right now, our agents run inside Dopamine only, but we\u2019re exploring ways to integrate them with other platforms. Out of curiosity, which CMS are you thinking about using an agent with?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The fact that you built this to solve your own frustration shows in the simplicity. That usually translates well to users.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> Really appreciate that thank you! <br \/>It did start from my own frustrations, so hearing that the simplicity comes through to users means a lot. That\u2019s exactly what im trying to optimize for as I 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This feels like one of those products where the real magic shows up after a week of use. Any unexpected learnings from early users so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jodoron\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jodoron<\/a> Absolutely! The biggest surprise has been how quickly non-technical users built really advanced setups once they realized there was no risk of \u201cbreaking\u201d anything. Confidence turned out to be the real unlock once people feel safe experimenting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Simply valuable. In a world where every second new product is an AI agent, dopamine chat managed to actually make automations of agents easy. I use it for my own product with my emails ingestion.<\/p>\n<p>I\u2019m waiting to see what will be further released<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@kalliente\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kalliente<\/a> Wow, thank you so much for this! <br \/>Really happy to hear Dopamine is helping you turn agents into something actually usable, especially for email ingestion in your own product. <\/p>\n<p>We’ve got a lot in the pipeline, so stay tuned\u2026 exciting things coming soon \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very useful product<br \/>1 recommendation: For me i would hgave been better if it also told source of its research in reddit , X and web search<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@amanat_singh_nain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amanat_singh_nain<\/a> Thanks so much for the feedback! <\/p>\n<p>You can actually configure your agent\u2019s instructions to include referencing sources, so it can point to where it found information from Reddit, X, or the web. <\/p>\n<p>That said, we\u2019re also exploring ways to make source attribution even more seamless in future updates your suggestion is super helpful!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/QBXWEH2BYRJK45\" class=\"app-title\">Figy.ai<\/a><\/p>\n<div class=\"one-liner\">AI Flashcards That Grow as You Learn<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">164<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u80fd\u5c06\u4efb\u610f\u4e3b\u9898\u6216\u5185\u5bb9\u8f6c\u5316\u4e3a\u53ef\u52a8\u6001\u6269\u5c55\u7684AI\u667a\u80fd\u95ea\u5361\u5de5\u5177\uff0c\u901a\u8fc7\u6301\u7eed\u751f\u6210\u65b0\u5361\u7247\u548c\u8c03\u6574\u96be\u5ea6\uff0c\u89e3\u51b3\u5b66\u4e60\u8005\u5728\u5907\u8003\u6216\u77e5\u8bc6\u6df1\u5316\u8fc7\u7a0b\u4e2d\u5185\u5bb9\u67af\u71e5\u3001\u96be\u4ee5\u6301\u4e45\u8bb0\u5fc6\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\/f6152256-c940-41e0-a905-817c290db4fb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96d9da34-be97-4062-9f4d-81213cde40aa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/42326b86-6bb2-4e50-a31b-27038fc00689.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3a5aeaba-93a5-4595-ba15-9b03d5276d49.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2a27f3e2-739b-4257-af76-7f569036c67f.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\/5527a46a-9c5c-437d-9951-eac759cc553a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/g5IX10ZYsho\"><source src=\"https:\/\/youtu.be\/g5IX10ZYsho\" 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\">Education<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u95ea\u5361<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u81ea\u9002\u5e94\u6559\u80b2<\/span><br \/>\n <span class=\"tag\">\u8bb0\u5fc6\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u8f6c\u5316<\/span><br \/>\n <span class=\"tag\">\u7ec8\u8eab\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u6559\u80b2\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u6df1\u5ea6\u5b66\u4e60\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u5176\u201c\u65e0\u9650\u6df1\u5316\u201d\u7684\u6838\u5fc3\u5dee\u5f02\u70b9\u53ca\u6559\u80b2\u5e94\u7528\u6f5c\u529b\u3002\u4e3b\u8981\u95ee\u9898\u805a\u7126\u4e8e\uff1a\u96be\u5ea6\u8c03\u8282\u673a\u5236\u3001\u590d\u6742\u5185\u5bb9\uff08\u516c\u5f0f\/\u56fe\u50cf\uff09\u5904\u7406\u3001\u4e0eAnki\u7b49\u95f4\u9694\u91cd\u590d\u5de5\u5177\u7684\u5dee\u5f02\u5316\u3001\u5171\u4eab\u529f\u80fd\u4ee5\u53ca\u589e\u52a0\u5361\u7247\u89c6\u89c9\u5316\u5143\u7d20\u3002\u5f00\u53d1\u56e2\u961f\u5df2\u5feb\u901f\u54cd\u5e94\u90e8\u5206\u529f\u80fd\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Figy.ai \u5728\u62e5\u6324\u7684AI\u5b66\u4e60\u5de5\u5177\u5e02\u573a\u4e2d\uff0c\u8bd5\u56fe\u7528\u201c\u52a8\u6001\u751f\u6210\u201d\u548c\u201c\u65e0\u9650\u6df1\u5316\u201d\u7684\u6982\u5ff5\u5f00\u8f9f\u65b0\u8def\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5c06\u6587\u6863\u8f6c\u4e3a\u95ea\u5361\u8fd9\u4e00\u5df2\u4e0d\u65b0\u9c9c\u7684\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5c06\u9759\u6001\u7684\u77e5\u8bc6\u5e93\u8f6c\u5316\u4e3a\u4e00\u4e2a\u7531AI\u9a71\u52a8\u7684\u3001\u53ef\u4ea4\u4e92\u7684\u201c\u5b66\u4e60\u63a2\u9488\u201d\u3002\u5b83\u4e0d\u518d\u4ec5\u4ec5\u662f\u8bb0\u5fc6\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u8bd5\u56fe\u6a21\u62df\u201c\u82cf\u683c\u62c9\u5e95\u5f0f\u63d0\u95ee\u201d\u7684\u5bf9\u8bdd\u4f19\u4f34\uff0c\u5f15\u5bfc\u7528\u6237\u5c42\u5c42\u6df1\u5165\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\u4e0eAnki\u7b49\u6210\u719f\u95f4\u9694\u91cd\u590d\u7cfb\u7edf\u7684\u201c\u5fc3\u667a\u6a21\u578b\u201d\u51b2\u7a81\uff1a\u524d\u8005\u5f3a\u8c03\u7528\u6237\u5bf9\u590d\u4e60\u8282\u594f\u548c\u5185\u5bb9\u7684\u7edd\u5bf9\u63a7\u5236\uff0c\u800cFigy\u5f3a\u8c03AI\u5f15\u5bfc\u7684\u672a\u77e5\u63a2\u7d22\u3002\u8fd9\u66f4\u50cf\u662f\u4e24\u79cd\u5b66\u4e60\u54f2\u5b66\u7684\u53d6\u820d\uff0c\u91cd\u5ea6Anki\u7528\u6237\u8fc1\u79fb\u6210\u672c\u6781\u9ad8\u3002\u5176\u6b21\uff0c\u201c\u65e0\u9650\u6df1\u5316\u201d\u5728\u5e26\u6765\u65b0\u9c9c\u611f\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u5bfc\u81f4\u5b66\u4e60\u76ee\u6807\u6da3\u6563\uff0c\u7f3a\u4e4f\u4f20\u7edf\u95ea\u5361\u7cfb\u7edf\u4ee5\u201c\u638c\u63e1\u65e2\u5b9a\u96c6\u5408\u201d\u4e3a\u5bfc\u5411\u7684\u5b8c\u6210\u611f\u3002\u6700\u540e\uff0c\u5176\u6280\u672f\u58c1\u5792\u5b58\u7591\uff1a\u52a8\u6001\u751f\u6210\u5185\u5bb9\u7684\u8d28\u91cf\u3001\u8fde\u8d2f\u6027\u53ca\u6df1\u5ea6\u628a\u63a7\uff0c\u662f\u51b3\u5b9a\u5176\u662f\u201c\u667a\u80fd\u5bfc\u5e08\u201d\u8fd8\u662f\u201c\u8bdd\u9898\u8df3\u8dc3\u5668\u201d\u7684\u5173\u952e\uff0c\u76ee\u524d\u62ab\u9732\u751a\u5c11\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u66f4\u806a\u660e\u7684\u5b9a\u4f4d\u6216\u8bb8\u662f\u6210\u4e3a\u4f20\u7edf\u5b66\u4e60\u5de5\u5177\u7684\u201c\u524d\u54e8\u201d\u6216\u201c\u8865\u5145\u201d\u2014\u2014\u7528\u4e8e\u5174\u8da3\u63a2\u7d22\u3001\u77e5\u8bc6\u5e7f\u5ea6\u62d3\u5c55\u548c\u96be\u70b9\u6df1\u5316\uff0c\u800c\u975e\u5b8c\u5168\u66ff\u4ee3\u7cfb\u7edf\u6027\u7684\u590d\u4e60\u3002\u56e2\u961f\u5feb\u901f\u54cd\u5e94\u7528\u6237\u53cd\u9988\u52a0\u5165\u96be\u5ea6\u9009\u62e9\uff0c\u663e\u793a\u4e86\u654f\u6377\u6027\uff0c\u4f46\u4ea7\u54c1\u771f\u6b63\u7684\u201c\u62a4\u57ce\u6cb3\u201d\uff0c\u5728\u4e8e\u5176AI\u5bf9\u5b66\u4e60\u8def\u5f84\u7684\u89c4\u5212\u662f\u5426\u771f\u7684\u6bd4\u4eba\u7c7b\u81ea\u5df1\u66f4\u61c2\u201c\u5982\u4f55\u5faa\u5e8f\u6e10\u8fdb\u201d\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u9887\u5177\u60f3\u8c61\u529b\u7684\u5b9e\u9a8c\uff0c\u4f46\u5176\u98a0\u8986\u6027\u4ef7\u503c\uff0c\u4ecd\u9700\u5728\u771f\u5b9e\u3001\u6df1\u5ea6\u7684\u5b66\u4e60\u573a\u666f\u4e2d\u7ecf\u53d7\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\">Figy.ai<\/span>\n <\/div>\n<div class=\"comment-content\">Figy is a free AI that turns any topic or content into smart flashcards that actually stick. Upload notes, articles, or documents and get beautifully crafted AI flashcards in seconds. Learn faster, retain more, and stay in flow as Figy keeps updating and improving your cards while you learn. Perfect for students, educators, and lifelong learners who want learning to be engaging and memorable.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>We\u2019re excited to introduce Figy AI, a new learning tool from the MyLens AI team.<\/p>\n<p>One of the biggest challenges in education is that learning needs both great content and real engagement. Having the right information isn\u2019t enough\u2014if learners aren\u2019t engaged, it\u2019s hard to truly understand and remember it over the long term.<\/p>\n<p>Figy helps bridge that gap by turning any content\u2014topics, notes, articles, or documents\u2014into visual, AI-powered flashcards that are easy to explore, expand, and designed to help learning stick.<\/p>\n<p>What makes Figy really different is that the flashcards don\u2019t stop. You can keep going deeper into a topic for as long as you want, while the AI continues to challenge you with new questions and updated cards\u2014helping you truly understand, not just memorize.<\/p>\n<p>We built Figy AI to make learning clearer, more engaging, and something people actually want to come back to.<\/p>\n<p>Thanks for checking out Figy \ud83d\udc9c<\/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\/@ardalan2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ardalan2<\/a> Love the idea of endless flashcards that deepen understanding. Can learners adjust the difficulty or focus on particular subtopics? How does Figy handle subjects with complex visuals or formulas? Excited to see how this can help lifelong learning.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Many tools can generate flashcards from notes quickly\u2014what\u2019s your sharpest differentiator in practice, and what would make a serious spaced\u2011repetition user switch instead of staying with an Anki-style workflow?<\/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\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> Figy isn\u2019t just a static flashcard generator \u2014 it\u2019s an AI for continuous learning. You start with some flashcards, and as you learn, Figy keeps making new ones for you. There\u2019s no limit and no final deck \u2014 you keep going until you really understand and feel confident.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 tried Figgy AI out – it is so easy and yet powerful way to create activities for educators, I wish I had it when I used to be a teacher \ud83d\ude3b<\/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\/@kate_ramakaieva\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kate_ramakaieva<\/a> Happy to hear that, Kate. We built Figy AI specifically to make educators\u2019 lives easier and more engaging.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 called gold mate! keep making such products like these<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> Thanks Kshitij!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 concept of flashcards that ‘keep going deeper’ is a smart differentiator from static AI generators like NotebookLM. How does the AI decide when to push a user to a more advanced sub-topic versus just reinforcing the basics?<\/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\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> Thanks Jiawei for your question. Figy keeps generating new cards based on the context of the previous ones and how the learning is progressing. It builds step by step from what you\u2019ve already seen. Soon, we\u2019ll also add a feature where you can directly choose if the next card should be <strong>easier, harder, or stay at the same level<\/strong>, giving you full control over how deep you want to go.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> Actually we tried to be fast and added this feature into the Figy AI just now. If you check, in the last card, you will see an AI would ask the next card difficulty level or user can write custom guide about it. Thanks for bringing the priority of this up to our attention.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/524800e6-affd-4fb1-b55a-5faf0cc95b45.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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">hey, how to i share flash cards with others?<\/div>\n<div class=\"comment-actions\">\n<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\/@hiya_chaplot1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@hiya_chaplot1<\/a> You can easily share flashcards by clicking the <strong>Share<\/strong> button on top right part of the flashcards. This generates a simple, shareable link that you can send to anyone on the internet.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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. AI flash cards are fun. What\u2019s your fav use case among your customers?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@thisiskp_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thisiskp_<\/a> Thanks KP! \ud83d\ude4c<br \/>One of our favorite use cases so far is students and educators turning dense material (notes, PDFs, articles) into unlimited flashcards that keep growing as they learn.<\/p>\n<p>Instead of stopping at a fixed set, the AI keeps generating new cards on demand, helping users go deeper until they truly master the topic. It has a potential to be especially popular for exam prep and for teachers creating adaptive revision material.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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\/@ardalan2\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ardalan2\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ardalan2<\/a> Congratulations. And happy product launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@huisong_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huisong_li<\/a> Thanks Huisong!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Very cool idea and certainly an amazing tool for educators. Have you thought of adding a visual to each flash card, like an AI generated image for each answer? I\u2019d personally be very excited to see that.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sina_tayebati\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sina_tayebati<\/a> Thanks Sina! This is actually a free AI tool built by the MyLens team just for flashcards. If interested in richer visualizations, the product points you to MyLens.ai, where that\u2019s a core focus of our team.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/QPHBQDMB5WWOXZ\" class=\"app-title\">Rippletide Eval CLI<\/a><\/p>\n<div class=\"one-liner\">Rippletide CLI is an evaluation tool for AI agents<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">143<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Rippletide CLI\u662f\u4e00\u6b3e\u5728\u7ec8\u7aef\u76f4\u63a5\u8bc4\u4f30AI\u667a\u80fd\u4f53\u7aef\u70b9\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u901a\u8fc7\u81ea\u52a8\u751f\u6210\u6d4b\u8bd5\u3001\u63d0\u4f9b\u6e05\u6670\u5e7b\u89c9KPI\uff0c\u89e3\u51b3\u4e86AI\u5f00\u53d1\u8005\u96be\u4ee5\u91cf\u5316\u3001\u590d\u73b0\u548c\u7cbe\u51c6\u8bca\u65ad\u667a\u80fd\u4f53\u6027\u80fd\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\/3fbee656-6b4a-40b0-8ba2-a310085ceae3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/886f662d-262e-499d-83dd-16052f60f668.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4ba53499-3eb9-4844-929a-6584475e8b68.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\/4e0b5b28-fd8d-4dc9-ac01-2b1aa43c0ff5.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/kOg0jpt0JqQ\"><source src=\"https:\/\/youtu.be\/kOg0jpt0JqQ\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Analytics<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/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\u8bc4\u4f30<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u547d\u4ee4\u884c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u57fa\u51c6\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5e7b\u89c9\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\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\u547d\u4ee4\u884c\u5f62\u5f0f\u5e26\u6765\u7684\u6548\u7387\u548c\u6e05\u6670\u6307\u6807\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u662f\u5426\u652f\u6301\u81ea\u5b9a\u4e49\u6d4b\u8bd5\u96c6\u4e0e\u573a\u666f\u3001\u80fd\u5426\u8fdb\u884c\u5386\u53f2\u5bf9\u6bd4\u8ffd\u8e2a\u6027\u80fd\u6f02\u79fb\u3001\u5982\u4f55\u9488\u5bf9\u7279\u5b9a\u884c\u4e1a\u5b9a\u5236\u8bc4\u4f30\uff0c\u4ee5\u53ca\u5176\u6838\u5fc3\u5e7b\u89c9\u68c0\u6d4b\u6280\u672f\u7684\u539f\u7406\u4e0e\u8fb9\u754c\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 Rippletide CLI\u7684\u4eae\u76f8\uff0c\u76f4\u6307\u5f53\u524dAI\u667a\u80fd\u4f53\u5f00\u53d1\u4e0e\u8bc4\u4f30\u6d41\u7a0b\u4e2d\u7684\u4e00\u4e2a\u6838\u5fc3\u65ad\u5c42\uff1a\u4ece\u539f\u578b\u5230\u751f\u4ea7\u4e4b\u95f4\uff0c\u7f3a\u4e4f\u4e00\u4e2a\u53ef\u4fe1\u3001\u53ef\u91cd\u590d\u4e14\u9ad8\u6548\u7684\u201c\u8d28\u68c0\u7ad9\u201d\u3002\u5b83\u8bd5\u56fe\u7528\u5f00\u53d1\u8005\u719f\u6089\u7684\u547d\u4ee4\u884c\u73af\u5883\uff0c\u53d6\u4ee3\u7b28\u91cd\u7684\u53ef\u89c6\u5316\u770b\u677f\uff0c\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u754c\u9762\u5f62\u5f0f\u7684\u8f6c\u6362\uff0c\u800c\u5728\u4e8e\u5c06\u8bc4\u4f30\u8fc7\u7a0b\u5de5\u7a0b\u5316\u548c\u6807\u51c6\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u771f\u6b63\u7684\u950b\u8292\u5728\u4e8e\u5176\u5ba3\u79f0\u7684\u201c\u53bbLLM\u5373\u6cd5\u5b98\u201d\u7684\u5e7b\u89c9\u8bc4\u4f30\u8303\u5f0f\u3002\u901a\u8fc7\u6784\u5efa\u667a\u80fd\u4f53\u77e5\u8bc6\u6e90\u7684\u8d85\u56fe\uff08hypergraph\uff09\u8fdb\u884c\u786e\u5b9a\u6027\u4e8b\u5b9e\u6838\u67e5\uff0c\u8fd9\u7406\u8bba\u4e0a\u80fd\u89c4\u907f\u4e3b\u6d41\u201cLLM-as-a-judge\u201d\u65b9\u6cd5\u5e26\u6765\u7684\u8bc4\u5206\u6ce2\u52a8\u4e0e\u4fe1\u4efb\u95ee\u9898\u3002\u8fd9\u662f\u4e00\u4e2a\u5927\u80c6\u4e14\u5173\u952e\u7684\u6280\u672f\u4e3b\u5f20\uff0c\u5982\u679c\u5176\u8d85\u56fe\u80fd\u7cbe\u51c6\u3001\u65e0\u9057\u6f0f\u5730\u5efa\u6a21\u590d\u6742\u77e5\u8bc6\u5173\u8054\uff0c\u5b83\u5c06\u4ece\u6982\u7387\u6027\u8bc4\u4f30\u8fc8\u5411\u786e\u5b9a\u6027\u9a8c\u8bc1\uff0c\u4e3a\u9ad8\u98ce\u9669\u573a\u666f\u7684\u90e8\u7f72\u63d0\u4f9b\u66f4\u575a\u5b9e\u7684\u4f9d\u636e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8fd9\u6070\u6070\u4e5f\u662f\u5176\u6700\u5927\u7684\u6311\u6218\u4e0e\u98ce\u9669\u70b9\u3002\u8d85\u56fe\u7684\u6784\u5efa\u4e0e\u7ef4\u62a4\u6210\u672c\u3001\u5bf9\u975e\u7ed3\u6784\u5316\u6216\u52a8\u6001\u77e5\u8bc6\u6e90\u7684\u8986\u76d6\u80fd\u529b\u3001\u4ee5\u53ca\u5bf9\u201c\u90e8\u5206\u6b63\u786e\u201d\u6216\u201c\u9690\u542b\u771f\u7406\u201d\u7b49\u7070\u8272\u5730\u5e26\u7684\u5224\u65ad\u903b\u8f91\uff0c\u90fd\u5c06\u51b3\u5b9a\u8be5\u5de5\u5177\u7684\u4e0a\u9650\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u81ea\u5b9a\u4e49\u573a\u666f\u3001\u884c\u4e1a\u9002\u914d\u548c\u5386\u53f2\u8ffd\u8e2a\u7684\u7591\u95ee\uff0c\u4e5f\u66b4\u9732\u51fa\u5176\u4f5c\u4e3a\u901a\u7528\u5de5\u5177\u5728\u5e94\u5bf9\u9ad8\u5ea6\u5f02\u6784\u7684AI\u667a\u80fd\u4f53\u4e16\u754c\u65f6\u7684\u6f5c\u5728\u5c40\u9650\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cRippletide CLI\u5c55\u73b0\u4e86\u4e00\u4e2a\u6b63\u786e\u7684\u65b9\u5411\u2014\u2014\u5c06AI\u667a\u80fd\u4f53\u8bc4\u4f30\u4ece\u827a\u672f\u8f6c\u5411\u5de5\u7a0b\u3002\u4f46\u5b83\u80fd\u5426\u6210\u4e3a\u8be5\u9886\u57df\u7684\u201c\u6807\u51c6\u5c3a\u201d\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u5de5\u7a0b\u6613\u7528\u6027\uff0c\u66f4\u53d6\u51b3\u4e8e\u5176\u6838\u5fc3\u68c0\u6d4b\u6280\u672f\u80fd\u5426\u5728\u590d\u6742\u73b0\u5b9e\u4e2d\uff0c\u5151\u73b0\u5176\u5728\u547d\u4ee4\u884c\u4e2d\u5c55\u793a\u7684\u201c\u6e05\u6670\u201d\u627f\u8bfa\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u7684\u57fa\u7840\u8bbe\u65bd\u96cf\u5f62\uff0c\u5176\u6210\u529f\u5c06\u4f9d\u8d56\u4e8e\u751f\u6001\u7684\u6784\u5efa\u4e0e\u6838\u5fc3\u6280\u672f\u7684\u6301\u7eed\u7eb5\u6df1\u7a81\u7834\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\">Rippletide Eval CLI<\/span>\n <\/div>\n<div class=\"comment-content\">Rippletide CLI is an interactive terminal tool to evaluate AI agent endpoints directly from your command line. It generates questions from the agent\u2019s knowledge, supports predefined questions for reproducible benchmarking, and delivers clear hallucination KPIs. Get instant feedback on performance with real time progress, automatic evaluation, and detailed reports.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As an early engineer at Rippletide, I’ve spent countless hours testing AI agents and getting frustrated with all the vague performance metrics.<\/p>\n<\/p>\n<p>That’s why we built Rippletide CLI: a terminal tool that lets you benchmark your AI agent directly from the command line. It generates questions from the agent’s own knowledge, supports reproducible test sets, and gives clear KPIs on hallucinations.<\/p>\n<\/p>\n<p>Everything runs in real time with automatic evaluation and detailed reports, so you actually see where your agent struggles.<\/p>\n<\/p>\n<p>Would love to hear what the PH community thinks and get feedback from fellow AI builders \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imbjdd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imbjdd<\/a> Congrats on the launch! \ud83d\ude80 <br \/>Testing agents in the terminal is such a breath of fresh air compared to heavy UI dashboards. The fact that it generates questions from the agent’s own knowledge base is a huge time-saver for building test sets.<\/p>\n<p>We\u2019ve all been through the frustration of ‘vague metrics,’ so seeing clear hallucination KPIs directly in the CLI is a massive win for the workflow. Can’t wait to try this out on our latest endpoints!<br \/>Congrats again to the team! <a href=\"https:\/\/www.producthunt.com\/@yann_bilien\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"yann_bilien\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yann_bilien<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@imbjdd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imbjdd<\/a> Hi Salim, Congrats on the launch. Can users specify guardrails and focus areas for question generation? Specifically for edge cases?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@imbjdd\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imbjdd<\/a> Appreciate the command-line focus\u2014test automation is key. Does the CLI support custom datasets or scenarios beyond auto-generated questions? How extensible is it for bespoke KPIs? Looking forward to integrating it into our agent workflows.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi all, very excited to present an Agent evaluation module today!<\/p>\n<\/p>\n<p>As AI engineers, my team and I struggled to reliably tell whether the latest version of an agent was actually performing well or not.<br \/>So we built a module to evaluate agents, and we\u2019re open-sourcing the hallucination measurement part.<\/p>\n<\/p>\n<p>How it works:<\/p>\n<p>1 \u2013 Connect your agent<br \/>Use our <a href=\"https:\/\/docs.rippletide.com\/docs\/cli_guide\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">CLI <\/a>to provide your agent endpoint (localhost works).<br \/>Connect the data your agent needs. Today, we support PostgreSQL databases, internal APIs, and Pinecone as a vector store. If you\u2019d like to add a new source, feel free to open a PR on the <a href=\"https:\/\/github.com\/rippletideco\/starter\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">repo<\/a>.<\/p>\n<\/p>\n<p>2 \u2013 Launch tests<br \/>Tests are automatically generated to evaluate your agent\u2019s behavior and make sure no agent possible wrong behavior nothing is left out – stay safe. You can also add your own test set if needed.<\/p>\n<\/p>\n<p>3 \u2013 Understand what failed<br \/>For each test question, we check every fact in the agent\u2019s answer and verify whether it has a reference in our graph. We then explain where additional data is needed to improve your agent.<\/p>\n<\/p>\n<p>You can then improve the agent on the Rippletide platform and re-test it. We believe that when an agent reaches less than 1% hallucinations, it can be deployed in production. Some use cases require 0.1% or even 0.01%, depending on volume or industry.<\/p>\n<\/p>\n<p>Feel free to ask any questions, or reach out if you\u2019d like to know more about what we\u2019re building.<\/p>\n<\/p>\n<p>Cheers,<br \/>Yann<\/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 \ud83d\ude80 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@pedward_lieb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pedward_lieb<\/a> Thanks a lot for the support! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>does the benchmarking feature allow us to compare historical runs side-by-side to track drift over time?<\/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>Hi <a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">samet_sezer<\/a>, we didn’t implement that yet – would that make sense to you?<\/p>\n<p>Tell me in the meantime if you’d like to export locally your reports <\/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! A lof of the times, the evaluation metrics are heavily related to the use cases, will the generated questions and evals be specially tuned for specific scenarios\/ industries?<\/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>Hi<a href=\"https:\/\/www.producthunt.com\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> , yes they are! As we have access to the data of the agent we know what’s the purpose of the agent and how to have a maximum coverage on the possible behaviors to be safe once deployed. Are you trying to compare agents from different industries? If yes may find useful leaderboards<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">A lot of eval stacks lean on LLM-as-a-judge and people struggle with score variance and trust: what is Rippletide\u2019s core approach to scoring hallucinations, and how do you handle the hardest case\u2014when the agent\u2019s answer is partially correct, partially unsupported, or the \u201ctruth\u201d isn\u2019t explicitly in the knowledge source?<\/div>\n<div class=\"comment-actions\">\n<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> As you mention those bottlenecks, we replace the LLM-as-a-judge paradigm!<\/p>\n<p>The team introduced a hypergraph, it contains ontologies of the agent data. As its a graph if there’s a reference in the agent knowledge, it will necessarily be found. By design, we have access to all the data the agent has access to, it means the reference will be found deterministically 100% of the time.<\/p>\n<\/p>\n<p>We then suggests to the user what data to add in the agent knowledge to avoid unjustified, false or invented facts.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/Z2OBHOPV4BLDJO\" class=\"app-title\">Trace<\/a><\/p>\n<div class=\"one-liner\">F**k The Algorithm. Make Your Own<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">134<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Trace\u662f\u4e00\u6b3e\u805a\u5408\u591a\u5e73\u53f0\u5185\u5bb9\u5e76\u57fa\u4e8e\u7528\u6237\u53cd\u9988\u81ea\u4e3b\u5b66\u4e60\u7684\u4e2a\u4eba\u5316\u4fe1\u606f\u6d41\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u83b7\u53d6\u7f51\u7edc\u201c\u4fe1\u53f7\u201d\u800c\u907f\u514d\u9677\u5165\u6ce8\u610f\u529b\u9677\u9631\uff0c\u89e3\u51b3\u4e86\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u7b97\u6cd5\u6c89\u8ff7\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\/659303c5-7dea-4ff0-8505-16d02ccd4dbb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4c3ebcb2-5704-4bca-860f-2996fcf05218.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\/2f2e8404-222e-475e-9bb9-5d694d593b93.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1cb88037-84a5-4e9d-99cb-173ca1afadb0.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\/1fec3265-786c-4fe2-bf07-2fcc2ad17d93.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\/123510e1-daad-4aa3-ba20-3b134bea3f5d.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=CFjiAtP8G_s\"><source src=\"https:\/\/www.youtube.com\/watch?v=CFjiAtP8G_s\" 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\">News<\/span><br \/>\n <span class=\"tag\">reddit<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u6ce8\u610f\u529b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u53cd\u7b97\u6cd5\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5174\u8da3\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e73\u53f0<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u4ea7\u54c1\u4e0e\u73b0\u6709RSS\u7b49\u5de5\u5177\u7684\u5dee\u5f02\u5316\u3001\u8fc7\u6ee4\u89c4\u5219\u7cbe\u7ec6\u5ea6\u3001\u5185\u5bb9\u66f4\u65b0\u9891\u7387\u53ca\u6570\u636e\u5b58\u50a8\u80fd\u529b\u3002\u5f00\u53d1\u8005\u56de\u5e94\u5f3a\u8c03\u5176\u201c\u514d\u7ef4\u62a4\u81ea\u9002\u5e94\u201d\u6838\u5fc3\u4f18\u52bf\uff0c\u5e76\u900f\u9732\u7531AI\u4ee3\u7406\u6bcf\u65e5\u751f\u6210\u4e2a\u6027\u5316\u6458\u8981\u7684\u673a\u5236\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Trace\u7684\u6807\u8bed\u201c\u53bb\u4ed6\u7684\u7b97\u6cd5\uff0c\u521b\u9020\u4f60\u81ea\u5df1\u7684\u201d\u6781\u5177\u717d\u52a8\u6027\uff0c\u4f46\u5176\u672c\u8d28\u5e76\u975e\u201c\u53cd\u7b97\u6cd5\u201d\uff0c\u800c\u662f\u5c06\u7b97\u6cd5\u9ed1\u7bb1\u8f6c\u5316\u4e3a\u7528\u6237\u53ef\u611f\u77e5\u3001\u53ef\u8bad\u7ec3\u7684\u4e2a\u4eba\u4ee3\u7406\u3002\u8fd9\u6233\u4e2d\u4e86\u5f53\u524d\u5185\u5bb9\u5206\u53d1\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u5e73\u53f0\u7b97\u6cd5\u4ee5\u5360\u7528\u65f6\u957f\u4e3a\u76ee\u6807\uff0c\u4e0e\u7528\u6237\u83b7\u53d6\u6709\u6548\u4fe1\u606f\u7684\u521d\u8877\u80cc\u9053\u800c\u9a70\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\u5728\u4e8e\u201c\u7b97\u6cd5\u4e3b\u6743\u201d\u7684\u8ba9\u6e21\u3002\u5b83\u4e0d\u627f\u8bfa\u66f4\u6d77\u91cf\u7684\u5185\u5bb9\uff0c\u800c\u662f\u627f\u8bfa\u66f4\u4f4e\u7684\u8ba4\u77e5\u7ba1\u7406\u6210\u672c\u2014\u2014\u901a\u8fc7\u201c\u9605\u8bfb\u3001\u8df3\u8fc7\u3001\u4e92\u52a8\u201d\u7684\u9690\u6027\u53cd\u9988\u8bad\u7ec3\u4e13\u5c5e\u4ee3\u7406\uff0c\u5b9e\u73b0\u4ece\u201c\u4eba\u627e\u4fe1\u606f\u201d\u5230\u201c\u4fe1\u606f\u9002\u4eba\u201d\u7684\u8f6c\u53d8\u3002\u5176\u6bcf\u65e5\u6458\u8981\u6a21\u5f0f\uff0c\u66f4\u662f\u5c06\u201c\u4fe1\u606f\u6d41\u201d\u91cd\u65b0\u5b9a\u4e49\u4e3a\u201c\u6bcf\u65e5\u7b80\u62a5\u201d\uff0c\u8bd5\u56fe\u7528\u56fa\u5b9a\u7684\u8282\u594f\u611f\u5bf9\u6297\u65e0\u9650\u6eda\u52a8\u7684\u6210\u763e\u8bbe\u8ba1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u5b83\u9700\u8981\u7528\u6237\u8de8\u8d8a\u201c\u624b\u52a8\u7cbe\u5fc3\u914d\u7f6e\u73b0\u6709\u5de5\u5177\u201d\u4e0e\u201c\u4fe1\u4efb\u4e00\u4e2a\u521d\u671fAI\u4ee3\u7406\u201d\u4e4b\u95f4\u7684\u4fe1\u4efb\u9e3f\u6c9f\u3002\u65e9\u671f\u63a8\u8350\u8d28\u91cf\u7684\u4e0d\u7a33\u5b9a\u53ef\u80fd\u8fc5\u901f\u6d88\u8017\u8010\u5fc3\u3002\u5176\u6b21\uff0c\u6bcf\u67082.99\u7f8e\u5143\u7684\u8ba2\u9605\u8d39\uff0c\u76f4\u63a5\u5bf9\u6807\u7684\u662f\u4f17\u591a\u514d\u8d39\u4e14\u6210\u719f\u7684RSS\u9605\u8bfb\u5668\uff0c\u7528\u6237\u662f\u5426\u613f\u610f\u4e3a\u201c\u514d\u7ef4\u62a4\u201d\u7684\u4fbf\u5229\u4ed8\u8d39\uff0c\u53d6\u51b3\u4e8e\u5176\u201c\u6ce8\u610f\u529b\u6210\u672c\u201d\u7684\u81ea\u6211\u4f30\u503c\u3002\u6700\u540e\uff0c\u201c\u805a\u5408\u201d\u672c\u8eab\u9762\u4e34\u6280\u672f\u4e0e\u5546\u4e1a\u7684\u53cc\u91cd\u58c1\u5792\uff0c\u5404\u5e73\u53f0API\u7684\u9650\u5236\u72b9\u5982\u8fbe\u6469\u514b\u5229\u65af\u4e4b\u5251\u3002\n <\/p>\n<p class=\"ai-content\">\n Trace\u66f4\u50cf\u4e00\u4e2a\u5ba3\u8a00\u5f0f\u4ea7\u54c1\uff1a\u5b83\u9a8c\u8bc1\u7684\u662f\u7528\u6237\u5bf9\u201c\u5de5\u5177\u670d\u52a1\u4e8e\u4eba\uff0c\u800c\u975e\u5e73\u53f0\u670d\u52a1\u4e8e\u6d41\u91cf\u201d\u8fd9\u4e00\u7406\u5ff5\u7684\u652f\u4ed8\u610f\u613f\u3002\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u5728\u4e8e\u80fd\u5426\u53d6\u4ee3Twitter\u6216YouTube\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6210\u4e3a\u4e00\u7c7b\u65b0\u7528\u6237\u2014\u2014\u90a3\u4e9b\u538c\u5026\u4e86\u81ea\u6211\u914d\u7f6e\u3001\u53c8\u65e0\u6cd5\u5fcd\u53d7\u5546\u4e1a\u7b97\u6cd5\u566a\u97f3\u7684\u201c\u88ab\u52a8\u578b\u4e3b\u52a8\u5b66\u4e60\u8005\u201d\u2014\u2014\u7684\u4fe1\u606f\u4e2d\u67a2\u3002\u5b83\u7684\u9053\u8def\uff0c\u662f\u6210\u4e3a\u6570\u5b57\u65f6\u4ee3\u7684\u4e00\u4efd\u201c\u4e2a\u4eba\u65e5\u62a5\u201d\uff0c\u5b89\u9759\u800c\u4e0d\u53ef\u6216\u7f3a\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\">Trace<\/span>\n <\/div>\n<div class=\"comment-content\">Trace helps you keep up by pulling content from multiple sources \u2014 like YouTube, Reddit, Hacker News, Medium, and X \u2014 into one place. It learns from your work and feedback, remembers what matters, and surfaces signals from across the web without pulling you in.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built Trace because I wanted a feed that helped me keep up without stealing my attention.<\/p>\n<p>Here\u2019s how it works right now:<\/p>\n<p>– You enter your interests<br \/>\n– You get access to a generic feed based on your interests.<br \/>\n– If you want to see your personal Trace in action, you can try it for 3 days at no charge<br \/>\n– After that, it\u2019s $2.99\/month, which includes priority support and helps me keep building this sustainably<\/p>\n<p>The idea is simple: pull signal from across the web, learn from your feedback, and stay out of your way.<\/p>\n<p>This is still early, so things will change and improve quickly. If you try it and something feels off, I\u2019d genuinely love to hear about it.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tarat\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tarat<\/a> Congrats on the launch Tarun. Is there a negative keyword rule or allowed\/disallowed times? Like “Keep Justin Bieber away”\/categories like politics, sport, trash (cat videos)? allowing for focus vs fun?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone already uses an RSS reader, newsletters, bookmarks, and a bit of X\/Reddit\/HN, what\u2019s the clearest reason they\u2019d switch to Trace instead of tightening their existing setup\u2014and what kind of user do you think won\u2019t switch even if they like the idea?<\/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\/@curiouskitty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@curiouskitty<\/a> If someone already has RSS, newsletters, and a tight setup, they <em>can<\/em> make that work \u2014 but it still takes ongoing effort.<\/p>\n<p>T<br \/>race is for people who don\u2019t want to keep tuning the system. You read, skip, and interact, and the feed adapts on its own. One place to check, less manual curation, less noise over time.<\/p>\n<p>The people who won\u2019t switch: power users who enjoy maintaining their stack. If curating feeds is part of the fun, Trace will feel unnecessary.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 tool to get awar from most of noises ! how frequent will trace refresh the content feed?<\/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\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Trace has two agents. The reflection agent that runs every midnight to figure out what you liked and what didn’t based on your interactions with the feed and a feed generator agent that runs every morning to curate a new feed daily for you \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Would love to see deeper and integrated info instead of original content \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\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> that’s an interesting thought for sure!! will talk to the users and get more insights as to if this is something that most of the people want. thanks for sharing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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. How big is the memory for storing the info<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> using firebase right now and there is no limit to store the info \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\">Hey Tarun, that line about keeping up without stealing your attention is the whole problem with feeds right now. Was there a day where you opened an app just to check one thing and 45 minutes later you\u2019re like wait what just happened?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Yeah. Way too often.<\/p>\n<p>For me it was usually Twitter or YouTube. I\u2019d open it to check one post or one video, and suddenly I\u2019d burned half an hour, felt overstimulated, and still hadn\u2019t seen the thing I actually cared about.<\/p>\n<p>That frustration is what led to Trace. I wanted a place where I could keep up with my interests, get the signal, and then leave. Not fight an algorithm that\u2019s trying to keep me there.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FBR4LWA52UICQQ\" class=\"app-title\">Sapiare New Tab<\/a><\/p>\n<div class=\"one-liner\">Find inspiration every time you open a new tab.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">124<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6781\u7b80\u7684\u65b0\u6807\u7b7e\u9875\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u901a\u8fc7\u5c55\u793a\u7cbe\u9009\u753b\u4f5c\u548c\u540d\u4eba\u540d\u8a00\uff0c\u5728\u7528\u6237\u6bcf\u65e5\u9ad8\u9891\u6b21\u6253\u5f00\u65b0\u6807\u7b7e\u9875\u7684\u788e\u7247\u5316\u573a\u666f\u4e2d\uff0c\u63d0\u4f9b\u77ac\u95f4\u7684\u7075\u611f\u4e0e\u7f8e\u5b66\u4f53\u9a8c\uff0c\u66ff\u4ee3\u7a7a\u767d\u6216\u4fe1\u606f\u8fc7\u8f7d\u7684\u9ed8\u8ba4\u9875\u9762\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\/1d88ab56-e374-4a4d-9f3c-9fb098e3efbc.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e85edd6f-6f1a-47b3-9bae-46c7d035539b.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/00e7d3f6-d820-4a47-a7b9-7346b47f9661.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84369a7c-205a-434e-97c2-1846cf81c278.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a8d31283-cef9-40fa-ae97-747fbc7c20ad.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d3600b98-c49f-44d8-9e4e-9e6440ff87e8.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/677f5c44-2677-4c16-8b4f-22f2d0b33887.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d5f4abb-fc5e-4ea1-88e7-20d79536341e.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4067cd5-7ec6-4337-92f8-37af82f6316d.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/94ec7225-dc73-4b05-b3dd-a8c200166f1c.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5d98c1bc-2613-4ac8-ad2c-7432c7fe4839.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/72c6c091-7cc2-4b2e-8e25-465c0b527bd2.webp?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\">Browser Extensions<\/span><br \/>\n <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u65b0\u6807\u7b7e\u9875<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7075\u611f\u542f\u53d1<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u827a\u672f\u7b56\u5c55<\/span><br \/>\n <span class=\"tag\">\u540d\u4eba\u540d\u8a00<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u9879\u76ee<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u6781\u7b80\u3001\u7f8e\u89c2\u4e14\u80fd\u63d0\u4f9b\u7075\u611f\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u5185\u5bb9\u66f4\u65b0\u9891\u7387\u3001\u968f\u673a\u7b97\u6cd5\u53ef\u80fd\u5bfc\u81f4\u91cd\u590d\uff0c\u4ee5\u53ca\u5f3a\u70c8\u5e0c\u671b\u589e\u52a0\u5185\u5bb9\u7c7b\u578b\u81ea\u5b9a\u4e49\u529f\u80fd\uff08\u5982\u4ec5\u663e\u793a\u540d\u8a00\u6216\u753b\u4f5c\uff09\u3002\u5f00\u53d1\u8005\u56de\u5e94\u66f4\u65b0\u9891\u7e41\u4f46\u968f\u673a\uff0c\u5e76\u8ba4\u53ef\u81ea\u5b9a\u4e49\u662f\u5408\u7406\u9700\u6c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Sapiare New Tab \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u201c\u9ad8\u9891\u5fae\u573a\u666f\u201d\uff1a\u6d4f\u89c8\u5668\u65b0\u6807\u7b7e\u9875\u7684\u5f00\u542f\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5c55\u793a\u4e86\u4ec0\u4e48\u5177\u4f53\u5185\u5bb9\uff0c\u800c\u5728\u4e8e\u5bf9\u7528\u6237\u6570\u5b57\u73af\u5883\u201c\u6ce8\u610f\u529b\u95f4\u9699\u201d\u7684\u4e00\u6b21\u4f18\u96c5\u5e72\u9884\u3002\u5b83\u5c06\u4e00\u4e2a\u539f\u672c\u529f\u80fd\u6027\uff08\u4e14\u5e38\u88ab\u5e7f\u544a\u6216\u9ed8\u8ba4\u641c\u7d22\u5f15\u64ce\u5360\u636e\uff09\u7684\u8fc7\u6e21\u9875\u9762\uff0c\u91cd\u5851\u4e3a\u4e00\u4e2a\u975e\u529f\u5229\u6027\u7684\u3001\u5e26\u6709\u5ba1\u7f8e\u4e0e\u542f\u53d1\u610f\u4e49\u7684\u201c\u6570\u5b57\u547c\u5438\u70b9\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7406\u5ff5\u770b\u4f3c\u7b80\u5355\uff0c\u5b9e\u5219\u9690\u542b\u4e86\u5bf9\u73b0\u4ee3\u5de5\u4f5c\u6d41\u4e2d\u201c\u7075\u611f\u532e\u4e4f\u201d\u4e0e\u201c\u4fe1\u606f\u8fc7\u8f7d\u201d\u8fd9\u5bf9\u77db\u76fe\u7684\u7cbe\u5999\u56de\u5e94\u3002\u5b83\u4e0d\u63d0\u4f9b\u66f4\u591a\u4fe1\u606f\uff0c\u800c\u662f\u63d0\u4f9b\u66f4\u5177\u8d28\u611f\u7684\u201c\u505c\u987f\u201d\u3002\u5176\u5f00\u6e90\u7b56\u7565\u4e5f\u9887\u5177\u667a\u6167\uff0c\u65e2\u964d\u4f4e\u4e86\u7528\u6237\u5bf9\u670d\u52a1\u53ef\u6301\u7eed\u6027\u7684\u7591\u8651\uff0c\u4e5f\u4e3a\u5176\u201c\u7b56\u5c55\u201d\u7406\u5ff5\u7684\u6269\u5c55\u9884\u7559\u4e86\u793e\u533a\u5316\u53ef\u80fd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u201c\u968f\u673a\u5c55\u793a\u201d\u4e0e\u201c\u7528\u6237\u63a7\u5236\u201d\u4e4b\u95f4\u5b58\u5728\u6839\u672c\u5f20\u529b\u3002\u5f53\u524d\u6a21\u5f0f\u4f9d\u8d56\u7cbe\u826f\u7684\u7b56\u5c55\uff0c\u4f46\u7528\u6237\u5bf9\u91cd\u590d\u5185\u5bb9\u7684\u53cd\u9988\u63ed\u793a\u4e86\u7b97\u6cd5\u968f\u673a\u6027\u53ef\u80fd\u5e26\u6765\u7684\u4f53\u9a8c\u635f\u8017\u3002\u5176\u6b21\uff0c\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u5185\u5bb9\u7684\u65b0\u9c9c\u611f\u4e0e\u7528\u6237\u4e2a\u4eba\u5171\u9e23\uff0c\u957f\u671f\u4f7f\u7528\u540e\uff0c\u7075\u611f\u523a\u6fc0\u53ef\u80fd\u8870\u51cf\uff0c\u4ece\u800c\u9000\u5316\u4e3a\u53e6\u4e00\u6b3e\u201c\u7f8e\u5316\u58c1\u7eb8\u201d\u5de5\u5177\u3002\u7528\u6237\u5bf9\u5185\u5bb9\u81ea\u5b9a\u4e49\u7684\u5f3a\u70c8\u547c\u58f0\uff0c\u6b63\u662f\u4ea7\u54c1\u4ece\u201c\u4f18\u96c5\u7684\u72ec\u88c1\u8005\u201d\u5411\u201c\u53ef\u914d\u7f6e\u7684\u7075\u611f\u5f15\u64ce\u201d\u6f14\u8fdb\u7684\u5173\u952e\u8def\u53e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u6b21\u5bf9\u6d4f\u89c8\u5668\u9ed8\u8ba4\u9886\u571f\u7684\u201c\u6587\u5316\u5360\u9886\u201d\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u5185\u5bb9\u5e93\u7684\u6df1\u5ea6\uff0c\u66f4\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u4fdd\u6301\u6781\u7b80\u521d\u5fc3\u7684\u540c\u65f6\uff0c\u5de7\u5999\u5730\u8d4b\u4e88\u7528\u6237\u6070\u5230\u597d\u5904\u7684\u63a7\u5236\u6743\uff0c\u8ba9\u6bcf\u4e00\u6b21\u6807\u7b7e\u9875\u7684\u5f00\u542f\uff0c\u4ece\u201c\u672a\u77e5\u7684\u9082\u9005\u201d\u90e8\u5206\u8f6c\u53d8\u4e3a\u201c\u53ef\u671f\u7684\u542f\u53d1\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\">Sapiare New Tab<\/span>\n <\/div>\n<div class=\"comment-content\">Do you build products and companies? This minimal new-tab page showcases evocative visual thinking, a curated collection of paintings, and tweet-style quotes from history\u2019s brightest minds.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We open a new tab dozens of times every day. We built this extension to make those moments a little more beautiful and inspiring, and hopefully help us think and build better.<\/p>\n<\/p>\n<p>It showcases evocative visual thinking, a curated collection of paintings, and tweet-style quotes from history\u2019s brightest minds.<\/p>\n<\/p>\n<p><strong>Some details<\/strong><\/p>\n<ul>\n<li>\n<p>More than 200 works and growing, with 80% devoted to ideas and quotations and 20% to timeless art.<\/p>\n<\/li>\n<li>\n<p>Every new tab fades in softly, adding a refined touch to the experience.<\/p>\n<\/li>\n<li>\n<p>You\u2019ll receive new content without needing to update.<\/p>\n<\/li>\n<li>\n<p>Click anywhere on the page to see new pieces, like advancing slides in a presentation.<\/p>\n<\/li>\n<\/ul>\n<p>We\u2019ve open-sourced the code to create your own extension.<br \/><a href=\"https:\/\/github.com\/oscarotero\/visual-tabs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/oscarotero\/visual-tabs<\/a><\/p>\n<\/p>\n<p>Would you have any ideas to improve it or suggest additional content formats?<\/p>\n<p>Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jlantunez\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jlantunez<\/a> Hi Jose, I love this. Congrats on the launch. This is so much better than a blank page or a feed that’s stuffed with junk, Open sourcing as well……..Salute.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! I love this idea, feels very useful and meaningful. motivational quote or a piece of art could be really helpful midwork. great, I wish you all the best with 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\/@yellow_yetti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yellow_yetti<\/a> Thanks, Vera \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>Love that it\u2019s minimal and focused on inspiration without the usual noise of bookmarks or widgets. Perfect for keeping that creative spark alive between client calls and code reviews ahahah<\/p>\n<\/p>\n<p>Quick question: How often does the artwork\/quote rotate? Is it daily, per new tab, or customizable?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@cathcorm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cathcorm<\/a> Thanks, Catherine. We add new content almost daily. The collection now includes more than 220 pieces, about 20% of which are paintings. Because the rotation is fully random, you might see the same piece several times in a day, while others won\u2019t show up again for days. Currently, the type of content you see is not customizable. It makes sense that you should be able to choose. 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\">Because new-tab opens happen dozens of times per day, tiny UX costs compound: how did you decide the \u201cright\u201d level of interaction, and what have you learned about what users do in the first 3 seconds after a tab opens?<\/div>\n<div class=\"comment-actions\">\n<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> We don\u2019t have solid behavioral data yet. We\u2019d love it if people shared quotes or screenshots on social media. The suggestion we hear most often is giving users control over the type of content they see.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/UDYHEWTXTQBYO5\" class=\"app-title\">MCPJam Inspector<\/a><\/p>\n<div class=\"one-liner\">Test + develop ChatGPT apps and MCP apps (ext-apps) locally<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">120<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u7528\u4e8e\u672c\u5730\u6d4b\u8bd5\u548c\u5f00\u53d1ChatGPT\u5e94\u7528\u53caMCP\u670d\u52a1\u5668\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u65e0\u9700ChatGPT\u8ba2\u9605\u548cngrok\u5185\u7f51\u7a7f\u900f\u5373\u53ef\u8fdb\u884c\u5168\u6d41\u7a0b\u8c03\u8bd5\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\/56ad3f01-d942-4a94-bb59-581199404ce3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a33d8ac2-c5fe-4928-bd26-32e2163e908e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a92b2d62-2eb4-4d20-886f-9d32d316ea7d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3dc218bb-01d3-4ea8-b435-f355448d318c.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\/b6427cbf-daf8-441e-8992-21eb9b90c3ce.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/cHF7zRXsssw?si=T5H3RJUvG6WVxttn\"><source src=\"https:\/\/youtu.be\/cHF7zRXsssw?si=T5H3RJUvG6WVxttn\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u672c\u5730\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">ChatGPT\u5e94\u7528\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">MCP\u670d\u52a1\u5668\u8c03\u8bd5<\/span><br \/>\n <span class=\"tag\">LLM\u6e38\u4e50\u573a<\/span><br \/>\n <span class=\"tag\">OAuth\u8c03\u8bd5<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u5e94\u7528\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86MCP\u5f00\u53d1\u6d41\u7a0b\u4e2d\u7684\u5173\u952e\u75db\u70b9\uff08\u5982OAuth\u8c03\u8bd5\u3001\u514d\u8ba2\u9605\u672c\u5730\u6d4b\u8bd5\uff09\uff0c\u5e76\u8d5e\u8d4f\u5176\u7528\u6237\u4f53\u9a8c\u3002\u6709\u6548\u53cd\u9988\u5305\u62ec\uff1a\u8be2\u95ee\u662f\u5426\u652f\u6301Claude\u7b49\u5176\u4ed6LLM\u3001\u5173\u6ce8LLM\u6e38\u4e50\u573a\u7684\u6d41\u5f0f\u54cd\u5e94\u652f\u6301\uff0c\u4ee5\u53ca\u80af\u5b9a\u5176\u4f5c\u4e3a\u201cChatGPT\u5e94\u7528\u5b89\u5353\u5de5\u4f5c\u5ba4\u201d\u7684\u6f5c\u529b\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n MCPJam Inspector\u7684\u53d1\u5e03\uff0c\u770b\u4f3c\u662f\u586b\u8865\u4e86MCP\uff08Model Context Protocol\uff09\u751f\u6001\u4e2d\u7684\u4e00\u4e2a\u5de5\u5177\u7a7a\u767d\uff0c\u5b9e\u5219\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u5f53\u524dAI\u5e94\u7528\u5f00\u53d1\u8303\u5f0f\u8f6c\u578b\u671f\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u9ad8\u6602\u7684\u8bd5\u9519\u6210\u672c\u4e0e\u7b28\u91cd\u7684\u5f00\u53d1\u6d41\u7a0b\u3002\u5b83\u5ba3\u79f0\u7684\u201c\u65e0\u9700ChatGPT\u8ba2\u9605\u548cngrok\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u5f00\u53d1\u73af\u5883\u4ece\u53d7\u63a7\u7684\u4e91\u7aef\u9ed1\u76d2\uff0c\u91cd\u65b0\u593a\u56de\u81f3\u5f00\u53d1\u8005\u7684\u672c\u5730\u7ec8\u7aef\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4fbf\u5229\u6027\u7684\u63d0\u5347\uff0c\u66f4\u662f\u63a7\u5236\u6743\u7684\u56de\u5f52\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u529f\u80fd\u96c6\u6210\uff08\u6a21\u62df\u5668\u3001\u6e38\u4e50\u573a\u3001OAuth\u8c03\u8bd5\u5668\uff09\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a**\u672c\u5730\u7684\u3001\u53ef\u89c2\u6d4b\u7684\u3001\u4e00\u4f53\u5316\u7684\u53cd\u9988\u95ed\u73af**\u3002\u4f20\u7edf\u6d41\u7a0b\u4e2d\uff0c\u5f00\u53d1\u8005\u9700\u8981\u5728ChatGPT\u754c\u9762\u3001\u672c\u5730\u670d\u52a1\u5668\u3001ngrok\u65e5\u5fd7\u4e4b\u95f4\u53cd\u590d\u6a2a\u8df3\uff0c\u8c03\u8bd5\u5982\u540c\u76f2\u4eba\u6478\u8c61\u3002MCPJam Inspector\u5c06\u5de5\u5177\u8c03\u7528\u3001\u8d44\u6e90\u8bbf\u95ee\u3001\u63d0\u793a\u8bcd\u4ea4\u4e92\u4e43\u81f3\u6700\u68d8\u624b\u7684OAuth\u6d41\u7a0b\u53ef\u89c6\u5316\uff0c\u4f7f\u5f97\u201cAI\u884c\u4e3a\u201d\u53d8\u5f97\u53ef\u8ffd\u6eaf\u3001\u53ef\u5206\u6790\u3002\u8fd9\u6781\u5927\u5730\u964d\u4f4e\u4e86\u7406\u89e3AI\u5982\u4f55\u4e0e\u5de5\u5177\u4ea4\u4e92\u7684\u5fc3\u667a\u8d1f\u62c5\uff0c\u5c06\u8c03\u8bd5\u4ece\u731c\u6d4b\u827a\u672f\u8f6c\u53d8\u4e3a\u5de5\u7a0b\u79d1\u5b66\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e0e\u4ef7\u503c\u4e00\u4f53\u4e24\u9762\u3002\u9996\u5148\uff0c\u5176\u547d\u8fd0\u4e0eMCP\u534f\u8bae\u672c\u8eab\u7684\u5174\u8870\u6df1\u5ea6\u7ed1\u5b9a\u3002MCP\u82e5\u6210\u4e3a\u4e3b\u6d41\u6807\u51c6\uff0c\u5b83\u6709\u671b\u6210\u4e3a\u5173\u952e\u57fa\u7840\u8bbe\u65bd\uff1b\u82e5\u5426\uff0c\u5219\u53ef\u80fd\u6ca6\u4e3a\u5c0f\u4f17\u5de5\u5177\u3002\u5176\u6b21\uff0c\u201c\u652f\u6301\u4efb\u4f55LLM\u201d\u7684\u6e38\u4e50\u573a\u662f\u4eae\u70b9\u4e5f\u662f\u9677\u9631\uff0c\u4e0d\u540cLLM\u7684API\u7279\u6027\u3001\u5de5\u5177\u8c03\u7528\u683c\u5f0f\u5dee\u5f02\u53ef\u80fd\u5f15\u5165\u65b0\u7684\u590d\u6742\u6027\uff0c\u5176\u901a\u7528\u6027\u6709\u5f85\u8003\u9a8c\u3002\u6700\u540e\uff0c\u4ece\u201c\u8c03\u8bd5\u5de5\u5177\u201d\u5230\u201c\u5f00\u53d1\u5e73\u53f0\u201d\u7684\u8dc3\u8fc1\uff0c\u9700\u8981\u66f4\u5f3a\u5927\u7684\u811a\u624b\u67b6\u3001\u6a21\u677f\u548c\u534f\u4f5c\u529f\u80fd\uff0c\u76ee\u524d\u4ec5\u662f\u8d77\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u5728\u6b63\u786e\u65f6\u95f4\u70b9\u51fa\u73b0\u7684\u3001\u6781\u5177\u201c\u5f00\u53d1\u8005\u540c\u7406\u5fc3\u201d\u7684\u5de5\u5177\u3002\u5b83\u6ca1\u6709\u8ffd\u9010\u534e\u800c\u4e0d\u5b9e\u7684AI\u529f\u80fd\uff0c\u800c\u662f\u624e\u5b9e\u5730\u89e3\u51b3\u5de5\u7a0b\u5316\u8fc7\u7a0b\u4e2d\u7684\u810f\u6d3b\u7d2f\u6d3b\u3002\u5b83\u672a\u5fc5\u4f1a\u76f4\u63a5\u521b\u9020\u4e0b\u4e00\u4e2a\u7206\u6b3eAI\u5e94\u7528\uff0c\u4f46\u5f88\u53ef\u80fd\u9ed8\u9ed8\u6210\u4e3a\u5b55\u80b2\u90a3\u4e9b\u7206\u6b3e\u5e94\u7528\u7684\u4ea7\u5e8a\u3002\u5176\u771f\u6b63\u7684\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u503c\u5f97\u62e5\u6709\u201d\u7684\u5de5\u5177\uff0c\u8fdb\u5316\u4e3a\u201c\u5f00\u53d1\u6d41\u7a0b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u201d\u7684\u9ed8\u8ba4\u73af\u8282\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">MCPJam Inspector<\/span>\n <\/div>\n<div class=\"comment-content\">MCPJam inspector is the local testing tool for ChatGPT apps and MCP servers. Build your apps locally with MCPJam’s widget emulator and test against any LLM in the playground. Inspect your MCP server\u2019s tools, resources, prompts, and OAuth flows. No more ngrok or ChatGPT subscription needed.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, it’s Matt from MCPJam \ud83d\udc4b. <\/p>\n<p>We started MCPJam because the dev experience around building ChatGPT apps, MCP apps, and MCP servers wasn’t great. <\/p>\n<p>To develop a ChatGPT app, you had to get a ChatGPT pro subscription, ngrok you local MCP server, then connect it remotely on ChatGPT. There were also no good ways to test MCP servers and see how they behave in a real production environment.<\/p>\n<p>That inspired us to build our open source inspector at MCPJam. We introduced:<\/p>\n<ul>\n<li>\n<p>Local ChatGPT and MCP apps emulator.<\/p>\n<\/li>\n<li>\n<p>LLM playground to test your MCP server \/ apps in a real chat environment with any LLM<\/p>\n<\/li>\n<li>\n<p>OAuth debugger to visualize MCP authorization at every step<\/p>\n<\/li>\n<\/ul>\n<p>and a bunch of other features that addresses the pains of MCP development. <\/p>\n<p>If you’re building a ChatGPT app, MCP app, or MCP server, I highly invite you to give us a try! Feel free to email me if you have any questions or feedback.<\/p>\n<p>GitHub: <a href=\"https:\/\/github.com\/MCPJam\/inspector\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/MCPJam\/inspector<\/a><br \/>Email: <a href=\"mailto:matthew@mcpjam.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">matthew@mcpjam.com<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@matteo8p\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matteo8p<\/a> congrats on the launch. Does it also work with Claude Sonnet? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@matteo8p\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@matteo8p<\/a> Super practical for developers \ud83d\udee0\ufe0f<br \/>Testing ChatGPT apps locally with full server inspection and no extra subscriptions makes development smoother and faster.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congratulations! \ud83e\udd73 super excited to see you launch today<\/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\/@asadatnoodle\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asadatnoodle<\/a> Thank you Asad! Congrats on your launch too. Excited to see where the apps ecosystem goes. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Our team at Tadata builds MCP servers every day. We maintain one of the leading open source MCP projects and are shipping a large number of MCP servers for our agent builder. And we’re huge fans of the OG MCPJam tool for debugging OAuth issues — the visual flow is so helpful! Excited to try out the new stuff.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@tori_seidenstein\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tori_seidenstein<\/a> Thanks for the support Tori! Been following Tadata for a long time, awesome to see your work on FastAPI MCP and now the agent builder on top of MCP! Really quality stuff. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>MCPJam is an amazing product with polished UX that has become our daily driver for troubleshooting. I only wish we had the OAuth inspector sooner, it would have saved us days of frustration! We now trust it as the de facto standard for validating new features. This is a must-have tool that feels like the start of an ‘Android Studio’ for ChatGPT apps. Good luck<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yaniv_shani1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yaniv_shani1<\/a> Thank you for supporting Yaniv! I too wish we had the OAuth debugger out sooner 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>Congratulations 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\/@valentina_bearzotti\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@valentina_bearzotti<\/a> Thanks Val! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Electric! Great work, fellas!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Let’s go!! Love our community and what we’ve built.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>woop woop<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Congratulations for the launch.<\/div>\n<div class=\"comment-actions\">\n<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\/@rehan_ali40\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rehan_ali40<\/a> Thank you, congrats on the Noodle Seed launch too! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@matteo8p Thank you<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 focus on the local development workflow – the “no more ngrok or ChatGPT subscription needed” angle is a real pain point.<\/p>\n<\/p>\n<p>The tool inspector for resources, prompts, and OAuth flows looks especially useful. Debugging OAuth in MCP integrations has been frustrating in my experience.<\/p>\n<\/p>\n<p>One question: does the LLM playground support streaming responses, or is it request\/response only? We’ve found streaming adds complexity when testing tool interactions.<\/p>\n<\/p>\n<p>Great launch – the MCP tooling ecosystem needs more developer-focused products like 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kxbnb\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kxbnb<\/a> The LLM playground has both. If you bring your own API key, it’s streaming. We also provide models for free, and those are done with completion. We haven’t seen a ton of issues around streaming complexity with tool interactions. What have you seen? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! MCPJam was clutch when we were building and testing MCP apps at Noodle Seed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@saad_zafar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@saad_zafar<\/a> Thank you Saad, I’m glad y’all found it useful building Noodle Seed. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/MO5MCCER7XZ6MC\" class=\"app-title\">Translator<\/a><\/p>\n<div class=\"one-liner\">Translate any video to 30+ languages with latest AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">106<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eAI\u7684\u684c\u9762\u7aef\u89c6\u9891\u7ffb\u8bd1\u5de5\u5177\uff0c\u901a\u8fc7\u4e0b\u8f7dYouTube\u89c6\u9891\u3001\u672c\u5730\u8f6c\u5f55\u7ffb\u8bd1\u53caAI\u914d\u97f3\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4e91\u7aef\u670d\u52a1\u6602\u8d35\u3001\u9690\u79c1\u6027\u5dee\u4e14\u7ffb\u8bd1\u751f\u786c\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\/b4767ba7-3704-434c-9c01-5b3f3eb5c477.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=0HXMpUGDhkU\"><source src=\"https:\/\/www.youtube.com\/watch?v=0HXMpUGDhkU\" 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\/53e6a1c2-9d4e-4df2-9051-e0711b9d725a.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\/b9a74bd1-51c4-47d1-91eb-f17e35937552.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc150b18-271a-4bb0-8cbf-21880d34bb0f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac11a56f-cf9b-466c-96cb-f41a9b0721d7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u89c6\u9891\u7ffb\u8bd1<\/span><br \/>\n <span class=\"tag\">AI\u914d\u97f3<\/span><br \/>\n <span class=\"tag\">\u5b57\u5e55\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u6309\u91cf\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\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\u666e\u904d\u8d5e\u8d4f\u5176\u4e24\u8f6e\u7ffb\u8bd1\u3001\u672c\u5730\u5904\u7406\u3001\u81ea\u5e26API\u5bc6\u94a5\u548c\u5f00\u6e90\u6a21\u5f0f\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u5177\u4f53\u652f\u6301\u8bed\u8a00\u6570\u91cf\u3001\u662f\u5426\u652f\u6301\u672c\u5730\u89c6\u9891\u4e0a\u4f20\u3001\u5de5\u4f5c\u6d41\u4e2d\u7684\u5177\u4f53\u4f18\u52bf\u5bf9\u6bd4\uff0c\u4ee5\u53caAPI\u5bc6\u94a5\u7684\u4f7f\u7528\u7ba1\u7406\u65b9\u5f0f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Translator\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201cAI\u7ffb\u8bd1\u89c6\u9891\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u7528\u4e00\u5957\u7cbe\u5de7\u7684\u5de5\u7a0b\u4e0e\u5546\u4e1a\u6a21\u5f0f\uff0c\u7cbe\u51c6\u523a\u7834\u4e86\u5f53\u524dAI\u5e94\u7528\u5e02\u573a\u7684\u51e0\u4e2a\u6ce1\u6cab\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9996\u5148\uff0c\u5b83\u6452\u5f03\u4e86\u201c\u4e00\u5207\u4e0a\u4e91\u201d\u7684\u60ef\u6027\u601d\u7ef4\uff0c\u4e3b\u6253\u672c\u5730\u5904\u7406\u4e0e\u5f00\u6e90\u3002\u8fd9\u4e0d\u4ec5\u662f\u9690\u79c1\u5356\u70b9\uff0c\u66f4\u662f\u5bf9\u4e13\u4e1a\u7528\u6237\uff08\u5f00\u53d1\u8005\u3001\u521b\u4f5c\u8005\uff09\u4fe1\u4efb\u7684\u8d4e\u56de\u3002\u7528\u6237\u53ef\u5ba1\u8ba1\u4ee3\u7801\u3001\u81ea\u884c\u90e8\u7f72\uff0c\u8fd9\u6784\u5efa\u4e86\u7a00\u7f3a\u7684\u6280\u672f\u900f\u660e\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u5176\u201cGPT\u521d\u7ffb + Claude\u8d28\u68c0\u201d\u7684\u53cc\u6a21\u578b\u6d41\u6c34\u7ebf\uff0c\u662f\u52a1\u5b9e\u7684\u4eba\u673a\u534f\u540c\u601d\u7ef4\u3002\u5b83\u4e0d\u8ff7\u4fe1\u5355\u4e00\u6a21\u578b\u7684\u201c\u6d8c\u73b0\u80fd\u529b\u201d\uff0c\u800c\u662f\u5c06AI\u5b9a\u4f4d\u4e3a\u201c\u8bd1\u8005\u201d\u548c\u201c\u7f16\u8f91\u201d\u4e24\u4e2a\u89d2\u8272\uff0c\u901a\u8fc7\u6d41\u7a0b\u8bbe\u8ba1\u6765\u7cfb\u7edf\u6027\u63d0\u5347\u8d28\u91cf\uff0c\u5c24\u5176\u9488\u5bf9\u6587\u5316\u4fda\u8bed\u3002\u8fd9\u6bd4\u7a7a\u8c08\u201c\u6211\u4eec\u7684\u6a21\u578b\u66f4\u5f3a\u5927\u201d\u66f4\u5177\u8bf4\u670d\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6700\u7280\u5229\u7684\u5728\u4e8e\u5176\u5b9a\u4ef7\u7b56\u7565\u3002\u514d\u8d39\u57fa\u7840\u529f\u80fd\uff08\u4e0b\u8f7d\u3001\u5b57\u5e55\u7f16\u8f91\uff09\u5438\u5f15\u6d41\u91cf\uff0c\u201c\u6309\u9700\u5145\u503c\u201d\u548c\u201c\u4e00\u6b21\u6027\u4e70\u65ad\u81ea\u5e26\u5bc6\u94a5\u201d\u5219\u63d0\u4f9b\u4e86\u9636\u68af\u5f0f\u5546\u4e1a\u5316\u8def\u5f84\u3002\u5b83\u65e2\u964d\u4f4e\u4e86\u5c1d\u9c9c\u95e8\u69db\uff081\u7f8e\u5143\u8d77\u6b65\uff09\uff0c\u53c8\u5c06\u91cd\u5ea6\u7528\u6237\u7684\u9ad8\u9891\u6210\u672c\u8f6c\u5ac1\u7ed9\u4e86\u7b2c\u4e09\u65b9API\u63d0\u4f9b\u5546\uff08\u5982OpenAI\uff09\uff0c\u81ea\u8eab\u5219\u8f7b\u88c5\u805a\u7126\u4e8e\u5de5\u5177\u94fe\u7684\u6574\u5408\u4e0e\u4f53\u9a8c\u4f18\u5316\u3002\u8fd9\u5de7\u5999\u89c4\u907f\u4e86\u81ea\u7814\u5927\u6a21\u578b\u7684\u5de8\u989d\u6210\u672c\u4e0e\u6027\u80fd\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\uff1a\u4f5c\u4e3a\u684c\u9762\u5e94\u7528\uff0c\u5176\u4f53\u9a8c\u91cd\u5ea6\u4f9d\u8d56\u7528\u6237\u672c\u5730\u7b97\u529b\uff1b\u591a\u6b65\u9aa4\u64cd\u4f5c\uff08\u4e0b\u8f7d\u3001\u8f6c\u5f55\u3001\u7ffb\u8bd1\u3001\u914d\u97f3\uff09\u5bf9\u975e\u6280\u672f\u7528\u6237\u4ecd\u6784\u6210\u95e8\u69db\uff1b\u771f\u6b63\u7684\u7ffb\u8bd1\u8d28\u91cf\u8bc4\u6d4b\u5c1a\u672a\u5728\u8bc4\u8bba\u4e2d\u5448\u73b0\u3002\u5b83\u66f4\u50cf\u662f\u4e00\u628a\u4e3a\u6570\u5b57\u539f\u751f\u521b\u4f5c\u8005\u6253\u9020\u7684\u201c\u745e\u58eb\u519b\u5200\u201d\uff0c\u800c\u975e\u9762\u5411\u5927\u4f17\u7684\u201c\u4e00\u952e\u9b54\u6cd5\u68d2\u201d\u3002\u5b83\u7684\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u5f00\u6e90\u751f\u6001\u4e0e\u5546\u4e1a\u95ed\u73af\u4e4b\u95f4\u627e\u5230\u6301\u7eed\u6f14\u8fdb\u7684\u5e73\u8861\u70b9\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Translator<\/span>\n <\/div>\n<div class=\"comment-content\">Desktop app for AI-powered video translation. Download videos from YouTube, transcribe with Whisper, translate to 30+ languages using GPT + Claude for quality review, and dub with AI voices. Free subtitle editing included. Open source & privacy-focused.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How many languages are supported as of now?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt<\/p>\n<p>I built Translator because I was frustrated with existing video translation tools. They were either:<br \/>\n– Expensive subscription services ($30+\/month)<br \/>\n– Cloud-based (I didn’t want to upload my videos to random servers)<br \/>\n– Produced robotic, awkward translations<\/p>\n<p>So I built what I actually wanted to use.<\/p>\n<p>The thing I’m most proud of is the two-pass translation system. Instead of just running text through one AI model, we use GPT-5.1 for the initial translation, then Claude Opus 4.5 reviews it for quality – catching idioms, cultural nuances, and awkward phrasing. It’s a translator AND an editor.<\/p>\n<p>Free forever:<br \/>\n– Video downloading<br \/>\n– Subtitle editing & merging<\/p>\n<p>Pay only for AI features – and you can start with just $1 in credits to try it out.<br \/>\n– Or unlock BYO API keys for $10 one-time and use your own.<br \/>\nThe whole thing is open source, so you can see exactly how it works (or contribute!).<\/p>\n<p>I’d love your feedback – what languages matter most to you? What features would make this more useful?<\/p>\n<p>Thanks for checking it out!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mikey1384\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mikey1384<\/a> Congrats on the launch Mikey. Love the 2 pass idea. What are you seeing in terms of localization accuracy?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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!! <\/p>\n<\/p>\n<p>Quick question, does it support uploading existing local video files (not just YouTube downloads)? <\/p>\n<\/p>\n<p>Would love to chat more about it and potentially try it out for some upcoming multilingual projects we have \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When someone compares you to the typical cloud video-translation stack, what are the 2\u20133 concrete moments in the workflow where Translator is measurably better\u2014and what would make a user actually switch mid-library?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Two-pass translation, local processing, BYO keys, and open source is a rare combo that actually respects developers and creators.<\/p>\n<p>Pricing feels fair and approachable. Excited to see where this goes, Kudos on the launch<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch, Mikey.<\/p>\n<p>The two-pass translation idea makes a lot of sense especially for video where literal translations usually sound off.Nice touch treating it as translation + editing instead of just running text through a model once.Also like the pay-for-usage + BYO keys approach. Feels fair and flexible compared to most tools in this space.<\/p>\n<\/p>\n<p>Slang and casual phrasing usually break most tools interested to see how this handles that.<\/p>\n<\/p>\n<p>Nice work 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>the GPT + Claude combo for quality checks is a smart way to reduce translation hallucinations. do users need to plug in their own API keys to handle the volume or is that managed on your end?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/LXBADLC43MQYGW\" class=\"app-title\">Foldr for MacOS<\/a><\/p>\n<div class=\"one-liner\">A Finder extension to create folders with custom icons<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">101<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Foldr\u662f\u4e00\u6b3eMacOS\u8bbf\u8fbe\u6269\u5c55\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u53f3\u952e\u70b9\u51fb\u8f7b\u677e\u4e3a\u6587\u4ef6\u5939\u81ea\u5b9a\u4e49\u56fe\u6807\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u56e0\u7cfb\u7edf\u9ed8\u8ba4\u6587\u4ef6\u5939\u5916\u89c2\u5355\u8c03\u800c\u96be\u4ee5\u76f4\u89c2\u3001\u4e2a\u6027\u5316\u7ba1\u7406\u6587\u4ef6\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\/84153827-e33f-4ed4-9797-062df3d53d4d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/39006631-cce2-473e-a275-0a2150ae9e9a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">User Experience<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bbf\u8fbe\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u5939\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u56fe\u6807\u81ea\u5b9a\u4e49<\/span><br \/>\n <span class=\"tag\">MacOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u53f3\u952e\u83dc\u5355<\/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\u8d5e\u8d4f\u5176\u7b80\u6d01\u7406\u5ff5\u4e0eMacOS\u54f2\u5b66\u4e00\u81f4\u3002\u4e3b\u8981\u63d0\u95ee\u96c6\u4e2d\u4e8e\uff1a1. \u4ea7\u54c1\u5728v1\u7248\u672c\u523b\u610f\u4e0d\u505a\u590d\u6742\u529f\u80fd\uff08\u5982\u6279\u91cf\u4fee\u6539\u3001\u89c4\u5219\u5e93\uff09\u7684\u6743\u8861\u8003\u91cf\uff1b2. \u662f\u5426\u652f\u6301\u66f4\u4e2a\u6027\u5316\u7684\u56fe\u6807\uff08\u5982\u732b\u72d7\uff09\uff0c\u5f00\u53d1\u8005\u786e\u8ba4\u652f\u6301.icns\u683c\u5f0f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Foldr\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u64cd\u4f5c\u7cfb\u7edf\u957f\u671f\u5ffd\u89c6\u7684\u7ec6\u5fae\u9700\u6c42\uff1a\u89c6\u89c9\u5316\u6587\u4ef6\u7ba1\u7406\u7684\u60c5\u611f\u4ef7\u503c\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u7528\u6237\u4e3b\u6743\u201d\u7684\u7cbe\u51c6\u5151\u73b0\u2014\u2014\u5c06\u7cfb\u7edf\u7ea7UI\u7684\u5b9a\u5236\u6743\uff0c\u901a\u8fc7\u6781\u7b80\u7684\u53f3\u952e\u4ea4\u4e92\u4e0b\u653e\u7ed9\u7528\u6237\u3002\u8fd9\u770b\u4f3c\u662f\u8868\u9762\u7f8e\u5316\uff0c\u5b9e\u5219\u662f\u901a\u8fc7\u8d4b\u4e88\u7528\u6237\u201c\u5b9a\u4e49\u5de5\u4f5c\u73af\u5883\u201d\u7684\u63a7\u5236\u611f\uff0c\u6765\u63d0\u5347\u4f7f\u7528\u6109\u60a6\u5ea6\u548c\u7a7a\u95f4\u8bb0\u5fc6\u6548\u7387\uff0c\u5bf9\u6297\u6570\u5b57\u65f6\u4ee3\u7684\u201c\u754c\u9762\u5747\u8d28\u5316\u201d\u75b2\u52b3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u7b80\u6d01\u201d\u65e2\u662f\u5229\u5203\u4e5f\u662f\u67b7\u9501\u3002\u4ece\u8bc4\u8bba\u4e2d\u5c16\u9510\u7684\u63d0\u95ee\u53ef\u89c1\uff0c\u8d44\u6df1\u7528\u6237\u5bf9\u201c\u56fe\u6807\u7ba1\u7406\u201d\u7684\u6df1\u5ea6\u573a\u666f\uff08\u6279\u91cf\u5904\u7406\u3001\u4e91\u540c\u6b65\u903b\u8f91\uff09\u65e9\u6709\u9884\u671f\u3002\u4ea7\u54c1\u9009\u62e9\u505a\u201c\u51cf\u6cd5\u201d\uff0c\u4f18\u5316\u4e86\u4e0a\u624b\u96f6\u95e8\u69db\u548c\u6838\u5fc3\u4f53\u9a8c\u7684\u7eaf\u51c0\u5ea6\uff0c\u4f46\u5f88\u53ef\u80fd\u4e5f\u4e3b\u52a8\u653e\u5f03\u4e86\u65e9\u671f\u4e13\u4e1a\u7528\u6237\u548c\u91cd\u5ea6\u5b9a\u5236\u8005\u6784\u6210\u7684\u6f5c\u5728\u6838\u5fc3\u793e\u7fa4\u3002\u8fd9\u79cd\u514b\u5236\u5728v1\u662f\u660e\u667a\u7684\u805a\u7126\uff0c\u4f46\u82e5\u4e0d\u80fd\u901a\u8fc7\u8fed\u4ee3\u6216\u9ad8\u7ea7\u7248\u672c\u6765\u6ee1\u8db3\u8fdb\u9636\u9700\u6c42\uff0c\u5f88\u5bb9\u6613\u88ab\u66f4\u5168\u80fd\u7684\u6587\u4ef6\u7ba1\u7406\u5de5\u5177\u8986\u76d6\uff0c\u6216\u56f0\u4e8e\u201c\u73a9\u5177\u5de5\u5177\u201d\u7684\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728AI\u4e0e\u81ea\u52a8\u5316\u91cd\u5851\u5de5\u4f5c\u6d41\u7684\u5f53\u4e0b\uff0cFoldr\u4ee3\u8868\u7684\u201c\u9759\u6001\u624b\u52a8\u7f8e\u5316\u201d\u5176\u957f\u671f\u58c1\u5792\u6709\u9650\u3002\u5b83\u7684\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u66f4\u6362\u56fe\u6807\u201d\u8fd9\u4e2a\u5355\u70b9\u52a8\u4f5c\uff0c\u5ef6\u4f38\u81f3\u4e00\u5957\u201c\u89c6\u89c9-\u903b\u8f91\u201d\u8054\u52a8\u7684\u6587\u4ef6\u7ec4\u7ec7\u65b9\u6cd5\u8bba\uff0c\u6216\u4e0e\u521b\u610f\u8d44\u4ea7\u7ba1\u7406\u7b49\u4e13\u4e1a\u573a\u666f\u6df1\u5ea6\u878d\u5408\u3002\u5426\u5219\uff0c\u5176\u65b0\u9c9c\u611f\u6d88\u9000\u540e\uff0c\u6050\u96be\u9003\u201c\u98df\u4e4b\u65e0\u5473\u201d\u7684\u5883\u5730\u3002\u8fd9\u662f\u4e00\u6b21\u5bf9\u4eba\u6027\u5316\u7ec6\u8282\u7684\u7cbe\u5f69\u6d1e\u5bdf\uff0c\u4f46\u8981\u60f3\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u4f34\u4fa3\u201d\uff0c\u524d\u8def\u4f9d\u7136\u6311\u6218\u91cd\u91cd\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\">Foldr for MacOS<\/span>\n <\/div>\n<div class=\"comment-content\">A simple Finder extension that lets you create folders with personality. No more generic blue folders, just right-click and pick your icon. Organize your Mac the way it should look. Yours. \u2026it’s that easy.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Icon customization can get deep (batch changes, rules, icon libraries, sidebar\/Dock behavior, iCloud behavior), but you kept the product simple\u2014what did you deliberately not build for v1, and what tradeoff were you optimizing for?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Are there options for cuter icons like cats\/ dogs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> You can use whatever icons you like, including cats or dogs \ud83d\ude0a they just need to be in the .icns format<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 beauty of this idea is in the simplicity. Which I think is in line with the whole idea of MacOS. Nice 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jerdyk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jerdyk<\/a> That\u2019s exactly what I was aiming for, thanks so much!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3FYJL2BZJSLEUU\" class=\"app-title\">relayd<\/a><\/p>\n<div class=\"one-liner\">Remote control for your Codex agents. Ship from anywhere.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>relayd\u662f\u4e00\u6b3e\u4e13\u4e3aAI\u7f16\u7a0b\u5de5\u4f5c\u6d41\u8bbe\u8ba1\u7684\u8fdc\u7a0b\u63a7\u5236\u5de5\u5177\uff0c\u901a\u8fc7\u8f7b\u91cf\u7ea7\u5b88\u62a4\u8fdb\u7a0b\u8fde\u63a5\u672c\u5730Codex\u4e0e\u79fb\u52a8\u7aef\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u5728\u624b\u673a\u7aef\u63a5\u6536\u63a8\u9001\u901a\u77e5\u3001\u67e5\u770b\u5b8c\u6574\u4e0a\u4e0b\u6587\u5e76\u4e00\u952e\u7ee7\u7eed\u4efb\u52a1\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5fc5\u987b\u5b88\u5728\u7535\u8111\u524d\u76d1\u63a7AI\u4ee3\u7406\u8fdb\u7a0b\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u201c\u968f\u65f6\u968f\u5730\u201d\u7684\u7f16\u7801\u90e8\u7f72\u81ea\u7531\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\/df4f5288-7e64-40ae-9a9b-86a38813eb4c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4e3aa0ac-9896-4875-bd33-15d5de553b3d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e091ab4a-9a44-4b19-aa01-aaa3a54dc401.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fae506cc-eae3-466a-b377-cd24ba9d3c8a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6ec18a3c-3a74-4297-98d4-91b7bb4597b6.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\/4f565dbb-24d4-4e1a-9057-66722211a45e.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/29ec1996045c444bae33b465fcd22d28\"><source src=\"https:\/\/www.loom.com\/share\/29ec1996045c444bae33b465fcd22d28\" 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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u529e\u516c<\/span><br \/>\n <span class=\"tag\">Codex\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u63a8\u9001\u901a\u77e5<\/span><br \/>\n <span class=\"tag\">\u8fdb\u7a0b\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u5b88\u62a4\u8fdb\u7a0b<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u5373\u65f6\u7ec8\u6b62\u4ee3\u7406\u7684\u201c\u7d27\u6025\u5f00\u5173\u201d\u3001\u591a\u4ed3\u5e93\/\u8bbe\u5907\u652f\u6301\u3001\u8fdc\u7a0b\u670d\u52a1\u5668\u90e8\u7f72\u53ef\u884c\u6027\uff0c\u4ee5\u53ca\u79fb\u52a8\u7aef\u5ba1\u6838\u4ee3\u7801\u53d8\u66f4\u7684\u5b9e\u7528\u6027\u3002\u5f00\u53d1\u8005\u786e\u8ba4\u4e86\u53d6\u6d88\u8bf7\u6c42\u3001\u591a\u8bbe\u5907\/\u5de5\u4f5c\u7a7a\u95f4\u652f\u6301\u7b49\u529f\u80fd\uff0c\u5e76\u5766\u8a00\u590d\u6742\u5ba1\u67e5\u4ecd\u5efa\u8bae\u4f7f\u7528\u5927\u5c4f\u5e55\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 relayd\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86AI\u4ee3\u7406\u7f16\u7a0b\u5174\u8d77\u540e\u4ea7\u751f\u7684\u65b0\u77db\u76fe\uff1a\u751f\u4ea7\u529b\u5de5\u5177\u672c\u8eab\u6210\u4e86\u65b0\u7684\u201c\u9563\u94d0\u201d\u3002\u5b83\u6ca1\u6709\u505c\u7559\u5728\u6cdb\u5316\u7684\u76d1\u63a7\u4e0e\u8b66\u62a5\uff0c\u800c\u662f\u76f4\u51fb\u201c\u63a7\u5236\u201d\u8fd9\u4e00\u6838\u5fc3\uff0c\u5c06\u624b\u673a\u53d8\u4e3a\u8fdc\u7a0b\u7ec8\u7aef\uff0c\u8bd5\u56fe\u5c06\u5f00\u53d1\u8005\u4ece\u5c4f\u5e55\u524d\u89e3\u653e\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u590d\u6742\u5ea6\uff0c\u800c\u5728\u4e8e\u5bf9\u5de5\u4f5c\u6d41\u65ad\u70b9\u7684\u6df1\u523b\u6d1e\u5bdf\u2014\u2014AI\u4ee3\u7406\u7684\u5f02\u6b65\u3001\u4e0d\u53ef\u9884\u6d4b\u6027\u4e0e\u5f00\u53d1\u8005\u7684\u6ce8\u610f\u529b\u3001\u51b3\u7b56\u6743\u4e4b\u95f4\u5b58\u5728\u6839\u672c\u6027\u9519\u914d\u3002\u4ea7\u54c1\u901a\u8fc7\u201c\u63a8\u9001-\u67e5\u770b-\u4e00\u952e\u7ee7\u7eed\u201d\u7684\u6781\u7b80\u5faa\u73af\uff0c\u8bd5\u56fe\u7f1d\u5408\u8fd9\u4e00\u88c2\u75d5\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u9c9c\u660e\u3002\u9996\u5148\uff0c\u5b83\u6df1\u5ea6\u7ed1\u5b9aCodex\u751f\u6001\uff0c\u5e02\u573a\u5929\u82b1\u677f\u6e05\u6670\u53ef\u89c1\uff0c\u662f\u5782\u76f4\u5229\u57fa\u7684\u7cbe\u51c6\u6253\u51fb\uff0c\u4e5f\u662f\u589e\u957f\u6f5c\u529b\u7684\u81ea\u6211\u8bbe\u9650\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u201c\u79fb\u52a8\u7aef\u5ba1\u6838\u6548\u80fd\u201d\u7591\u8651\uff0c\u63ed\u793a\u4e86\u5176\u6838\u5fc3\u573a\u666f\u7684\u5c40\u9650\u6027\uff1a\u7b80\u5355\u7684\u201c\u7ee7\u7eed\u201d\u6216\u201c\u7ec8\u6b62\u201d\u51b3\u7b56\u53ef\u5728\u79fb\u52a8\u7aef\u5b8c\u6210\uff0c\u4f46\u590d\u6742\u7684\u4ee3\u7801\u5ba1\u8ba1\u4ecd\u9700\u56de\u5f52\u684c\u9762\u3002\u8fd9\u4f7f\u5176\u5b9a\u4f4d\u66f4\u63a5\u8fd1\u4e8e\u201c\u8fdb\u7a0b\u9065\u63a7\u5668\u201d\u800c\u975e\u201c\u79fb\u52a8\u5de5\u4f5c\u7ad9\u201d\uff0c\u4ef7\u503c\u96c6\u4e2d\u5728\u586b\u8865\u788e\u7247\u5316\u65f6\u95f4\u7684\u51b3\u7b56\u7a7a\u6863\uff0c\u800c\u975e\u5b9e\u73b0\u5168\u6d41\u7a0b\u79fb\u52a8\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0crelayd\u662fAI\u539f\u751f\u5de5\u4f5c\u6d41\u8fdb\u5316\u7684\u4e00\u4e2a\u8fc7\u6e21\u6027\u8865\u4e01\u3002\u5b83\u53cd\u6620\u4e86\u5f53\u524dAI\u4ee3\u7406\u5c1a\u672a\u5177\u5907\u5b8c\u5168\u53ef\u9760\u81ea\u4e3b\u6027\uff0c\u4ecd\u9700\u4eba\u7c7b\u9891\u7e41\u4ecb\u5165\u76d1\u7763\u7684\u73b0\u5b9e\u3002\u5176\u957f\u671f\u547d\u8fd0\u5c06\u4e0e\u5e95\u5c42AI\u4ee3\u7406\u7684\u53ef\u9760\u6027\u6210\u53cd\u6bd4\u2014\u2014\u4ee3\u7406\u8d8a\u667a\u80fd\u3001\u8d8a\u53ef\u4fe1\uff0c\u6b64\u7c7b\u201c\u9065\u63a7\u5668\u201d\u7684\u9700\u6c42\u5c31\u8d8a\u5f31\u3002\u4f46\u5728\u5f53\u4e0b\uff0c\u5b83\u4e3a\u6570\u4e0d\u591a\u7684\u6838\u5fc3\u7528\u6237\u2014\u2014\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\u2014\u2014\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6210\u672c\u6781\u4f4e\u7684\u201c\u4fdd\u9669\u4e1d\u201d\u548c\u201c\u52a0\u901f\u5668\u201d\uff0c\u75285\u7f8e\u5143\u6708\u8d39\u8d2d\u4e70\u4e00\u4efd\u5fc3\u7406\u5b89\u5168\u611f\u4e0e\u65f6\u95f4\u5f39\u6027\uff0c\u8fd9\u6216\u8bb8\u5c31\u662f\u5176\u6700\u73b0\u5b9e\u7684\u751f\u5b58\u903b\u8f91\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\">relayd<\/span>\n <\/div>\n<div class=\"comment-content\">Most tools let you monitor agents. relayd lets you control them \u2014 from your phone. A lightweight daemon connects your local Codex to a mobile PWA. Get push notifications when agents finish, see full context, and push to continue with one tap. Your code never leaves your machine. Unlike generic monitoring tools, relayd is built specifically for agentic coding workflows. It’s not just alerts \u2014 it’s a remote control. Built by an indie dev, for indie devs. Your desk is now optional.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>finally, I can grab a coffee without worrying that my AI agent is deleting files back at home. can I hit a kill switch instantly from my phone if I see it going off the rails?<\/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\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> Ha exactly! Yes, you can cancel requests, and with the new steering support in codex, you can directly push him in the right 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks useful! Does this handle multiple repositories and multiple checkouts of a single repository? I’m assuming so from reading the landing page. How do you use this, do you just make sure your laptop is on all the time? Could we deploy to a remote server?<\/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\/@wilco_kruijer1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wilco_kruijer1<\/a> Yes, you can add multiple devices (so your local laptop, but also remote servers). You only need one relay per device you want to connect!<\/p>\n<\/p>\n<p>Personally, I use it on my Mac mini, which runs all the time. So easy to access and keep track of.<\/p>\n<\/p>\n<p>Regarding multiple repositories and checkout. Of course, you can add as many projects \/ workspaces as you need. We don’t handle multiple checkouts of a single repo ourselves, but you can simply add all checkouts as separate workspaces and this works just fine!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH! \ud83d\udc4b<br \/>The indie dev paradox: You finally have AI writing code for you. Revolutionary. Life-changing. And yet\u2026 you’re still chained to your laptop like it’s 2019.<br \/>Your agent finishes at 2am. You find out at 9am. Three PRs are blocked. Your momentum is dead. Very build-in-public of you.<br \/>So I built relayd \u2014 a tiny daemon that connects your local Codex to a mobile dashboard.<\/p>\n<p>\ud83d\udd14 Push notifications when agents need you<br \/>\ud83d\udcf1 Mobile-first PWA (no app store politics)<br \/>\ud83d\udc40 Full context \u2014 diffs, errors, existential dread<br \/>\u26a1 One-tap continue \u2014 like a tamagotchi that writes code<\/p>\n<p>Pricing that makes sense:<\/p>\n<p>Free: 1 relay, 1 workspace, unlimited threads<br \/>Pro ($5\/mo): Unlimited everything. Less than your cold brew.<\/p>\n<p>Built by an indie dev, for indie devs. No enterprise bloat.<br \/>Would love your feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jannik_jung\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jannik_jung<\/a> congrats on the launch! Does this also work for evals? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! The freedom sounds nice, but I usually need a full monitor to properly audit what my agent wrote. How granular is the mobile diff view? I’d be worried about ‘approving’ complex changes from a phone 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> Personally I’d say review is still best on a bigger monitor! However, it is game changer, to continue discussions on the go, push the agent to continue working or just approve some commands!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/V5IJK5K4XTNT6X\" class=\"app-title\">Caffeine Curfew iOS App<\/a><\/p>\n<div class=\"one-liner\">Track caffeine intake, hydration, and master your sleep<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u8ffd\u8e2a\u5496\u5561\u56e0\u534a\u8870\u671f\u8870\u51cf\u3001\u7ed3\u5408\u7761\u7720\u5206\u6790\uff0c\u5e2e\u52a9\u5496\u5561\u56e0\u4f9d\u8d56\u8005\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u7ba1\u7406\u6444\u5165\u3001\u6539\u5584\u7761\u7720\u8d28\u91cf\u7684iOS\/WatchOS\u539f\u751f\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 <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/252d2424-34e6-4316-8ba9-0c52e73b8849.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/BFM0DIXYpx0?si=UJtJv1GnyOauHVqb\"><source src=\"https:\/\/youtube.com\/shorts\/BFM0DIXYpx0?si=UJtJv1GnyOauHVqb\" 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\/aa60a674-20d3-4eab-a98d-e0f34eaf212f.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\/b975b49f-c8f5-4ed1-9948-b6503b6ef4cc.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\/be55d4d7-0bd3-471a-9eb8-d60d59d00b7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3e655d2b-2b2f-434a-be66-14b0dd6b3f94.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\/748c7c48-09f2-4b3f-9969-021baf359e40.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7584a69b-7818-45d7-842b-f8dff4eca476.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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Coffee<\/span><br \/>\n <span class=\"tag\">Wearables<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5065\u5eb7\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u7761\u7720\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5496\u5561\u56e0\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Apple Health\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u751f\u6d3b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u53ef\u7a7f\u6234\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u91cf\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5065\u5eb7<\/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\u6838\u5fc3\u7684\u534a\u8870\u671f\u8ffd\u8e2a\u7406\u5ff5\u4e0eApple Watch\u96c6\u6210\u3002\u4e3b\u8981\u5efa\u8bae\/\u95ee\u9898\u5305\u62ec\uff1a\u5e0c\u671b\u652f\u6301\u81ea\u5b9a\u4e49\u5496\u5561\u56e0\u6e90\u4e0e\u6beb\u514b\u6570\u3001\u4e2a\u6027\u5316\u4ee3\u8c22\u7387\u8c03\u6574\u3001\u4e0e\u66f4\u591a\u5065\u5eb7\u8bbe\u5907\uff08\u5982Oura Ring\uff09\u96c6\u6210\u3001\u5f00\u53d1Android\u7248\u672c\uff0c\u5e76\u63a2\u8ba8\u4e86\u5229\u7528\u7761\u7720\u6570\u636e\u81ea\u52a8\u6821\u51c6\u6a21\u578b\u7684\u53ef\u80fd\u6027\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Caffeine Curfew \u5207\u5165\u4e86\u4e00\u4e2a\u7cbe\u5de7\u7684\u5229\u57fa\u5e02\u573a\uff1a\u5c06\u201c\u5496\u5561\u56e0\u4ee3\u8c22\u201d\u8fd9\u4e00\u6a21\u7cca\u7684\u751f\u7406\u611f\u77e5\uff0c\u8f6c\u5316\u4e3a\u53ef\u89c6\u3001\u53ef\u7ba1\u7406\u7684\u91cf\u5316\u6570\u636e\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u7684\u65e5\u5fd7\u8bb0\u5f55\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u201c\u6444\u5165\uff08\u56e0\uff09-\u4f53\u5185\u6b8b\u7559\uff08\u6001\uff09-\u7761\u7720\u8d28\u91cf\uff08\u679c\uff09\u201d\u7684\u53cd\u9988\u95ed\u73af\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\uff0c\u662f\u73b0\u4ee3\u4eba\u201c\u9760\u5496\u5561\u56e0\u7eed\u547d\uff0c\u53c8\u56e0\u5496\u5561\u56e0\u5931\u7720\u201d\u7684\u6076\u6027\u5faa\u73af\u75db\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff0c\u901a\u8fc7\u534a\u8870\u671f\u6a21\u578b\u5c06\u4e00\u6b21\u6027\u6444\u5165\u884c\u4e3a\u8f6c\u5316\u4e3a\u65f6\u95f4\u8f74\u4e0a\u7684\u6301\u7eed\u5f71\u54cd\uff0c\u8fd9\u662f\u5176\u4e13\u4e1a\u6027\u7684\u4f53\u73b0\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\uff1a\u5176\u4e00\uff0c\u6a21\u578b\u7cbe\u5ea6\u58c1\u5792\u3002\u5496\u5561\u56e0\u4ee3\u8c22\u4e2a\u4f53\u5dee\u5f02\u6781\u5927\uff0c\u53d7\u57fa\u56e0\u3001\u5e74\u9f84\u3001\u809d\u810f\u9176\u6d3b\u6027\u7b49\u591a\u91cd\u56e0\u7d20\u5f71\u54cd\uff0c\u4e00\u4e2a\u53ef\u81ea\u5b9a\u4e49\u7684\u201c\u534a\u8870\u671f\u201d\u53c2\u6570\u4ec5\u662f\u521d\u7ea7\u4e2a\u6027\u5316\uff0c\u771f\u6b63\u7684\u7cbe\u51c6\u5316\u9700\u8981\u4e0e\u66f4\u6df1\u5165\u7684\u751f\u7269\u6807\u5fd7\u7269\u6216\u957f\u671f\u7761\u7720\u6570\u636e\u8054\u52a8\u5206\u6790\u3002\u5176\u4e8c\uff0c\u7528\u6237\u4f9d\u4ece\u6027\u96be\u9898\u3002\u5c3d\u7ba1\u6709\u5feb\u6377\u9884\u8bbe\u548c\u624b\u8868\u96c6\u6210\uff0c\u4f46\u957f\u671f\u624b\u52a8\u8bb0\u5f55\u6444\u5165\u4ecd\u662f\u53cd\u4eba\u6027\u7684\uff0c\u5176\u53d1\u5c55\u74f6\u9888\u5728\u4e8e\u80fd\u5426\u901a\u8fc7\u56fe\u50cf\u8bc6\u522b\uff08\u626b\u63cf\u5496\u5561\u676f\uff09\u3001\u5173\u8054\u652f\u4ed8\u8bb0\u5f55\u6216\u667a\u80fd\u5496\u5561\u673a\u7b49\u751f\u6001\u6570\u636e\u5b9e\u73b0\u88ab\u52a8\u8bb0\u5f55\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u5f00\u53d1\u8005\u5df2\u610f\u8bc6\u5230\u751f\u6001\u6269\u5c55\uff08Android\u3001Oura Ring\uff09\u7684\u91cd\u8981\u6027\u3002\u4f46\u66f4\u6df1\u5c42\u7684\u62a4\u57ce\u6cb3\u5e94\u5efa\u7acb\u5728\u6570\u636e\u6a21\u578b\u7684\u4e0d\u65ad\u81ea\u6211\u8fdb\u5316\u4e0a\u2014\u2014\u5373\u5229\u7528HealthKit\u7684\u7761\u7720\u548c\u5fc3\u7387\u6570\u636e\uff0c\u53cd\u5411\u6821\u51c6\u7528\u6237\u7684\u4e2a\u4eba\u4ee3\u8c22\u6a21\u578b\uff0c\u5b9e\u73b0\u4ece\u201c\u901a\u7528\u63d0\u9192\u201d\u5230\u201c\u4e2a\u4eba\u9884\u6d4b\u201d\u7684\u98de\u8dc3\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u610f\u8bc6\u5524\u9192\u201d\u5de5\u5177\uff0c\u4f46\u8981\u4ece\u201c\u6709\u7528\u201d\u8fc8\u5411\u201c\u4e0d\u53ef\u6216\u7f3a\u201d\uff0c\u5fc5\u987b\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u9884\u6d4b\u5f15\u64ce\u201d\uff0c\u8fd9\u5c06\u662f\u5176\u9762\u4e34\u7684\u6838\u5fc3\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\">Caffeine Curfew iOS App<\/span>\n <\/div>\n<div class=\"comment-content\">Caffeine Curfew is a native iOS and WatchOS App that allows user to track the active half life decay of their caffeine intake. We support Apple Heath Integration, Homescreen Widgets, and we offer sleep analysis tools to help users get a better understanding of their productivity and rest. We take pride in listening to our users and iterating quickly.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunters,<br \/>\nI built this app because I am a software engineering student and a complete mess when it comes to my caffeine intake. I needed a tool to easily visualize my caffeine half life levels on my wrist, but all the other Apple Watch companion apps were hidden behind a paywall. As someone who drinks coffee and consumes pre-workout daily, this tool has already helped me get a grip on my sleep and has led to more productive days. How many cups of coffee are you currently consuming in a day and do you think monitoring your caffeine intake can lead to a more productive and informed you? <\/p>\n<p>Enjoy a 3 month free trial to our $1 monthly pro membership!<br \/>\nLink:<br \/>\n<a href=\"https:\/\/apps.apple.com\/redeem?ctx=offercodes&id=6757022559&code=CODE\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/apps.apple.com\/redeem?ct…<\/a><\/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\/@garrett_woodside\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@garrett_woodside<\/a> Very cool Garret. Congrats on the launch. Have you built in notifications on sleep vs intake?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@zolani_matebese Yes! There are currently cut off notifications based on your bedtime, threshold, and half life speed! These are set in the sleep analysis tool area!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Shared this internally with the team at Crisp as we’re all big on coffee \ud83d\ude02<\/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\">@ant0ine_gt maybe I need to make a \u2018crisp\u2019 promo code!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Sent it to my friend who admires coffee \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@busmark_w_nika thank you so much! \ud83d\ude0a<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>ohhhhh this one is such a good idea ahahah <\/p>\n<\/p>\n<p>Does it let you log custom caffeine sources (like specific teas or chocolates) with adjustable mg amounts? And how does the sleep analysis tie into the caffeine data \u2013 any cool visualizations for correlations?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@cathcorm yes! You can add custom pre sets for your favorite drinks and candies so you can easily log them from your watch \/ Home Screen! Our sleep analysis tool tells you how much MG you have left throughout different times during the night. ( say you want a coffee \/ candy at 5:30pm , how much caffeine will you have left in your system at midnight )<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@cathcorm also thank you so much \ud83d\ude0a<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! This is an interesting idea. I think coffee no longer works for me, but I am curious again to start drinking coffee and use this app \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\">@jiawei_liu6 thank you so much \ud83d\ude0a I really hope it can be of use to you!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Modeling caffeine half-life decay on Apple Watch + Apple Health integration is a super practical way to connect \u201cwhat I drank\u201d to \u201cwhy I slept poorly.\u201d The scale pain is accuracy (different drinks\/servings) + adherence; best practice is quick-add presets + barcode\/shortcut intake logging, and use HealthKit sleep signals to auto-tune a user\u2019s half-life model over time. Any plans to ship an Android\/Wear OS version? I\u2019ll be looking for 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\">@ryan_thill yes there are 100% an android version in the works! Thanks!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Love the half-life decay approach here \u2014 it\u2019s way more useful than just logging \u201ccups.\u201d <\/p>\n<p>Is the caffeine half-life a fixed value, or can it be personalized (weight\/sleep sensitivity\/metabolism)? Customization would be huge.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@sylvia_weng99 yes! It\u2019s customizable for your personal metabolism! Since caffeine affects everyone so differently.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Do you integrate with rings and google health? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@kamil_maksymowicz our android os version is on the way as we speak! This version integrates with google health. We are also looking into making the app oura ring compatible as well.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>interesting one for all coffee lovers \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\">@jan_kaminski thanks!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Congtarulations for your launch! <\/p>\n<\/p>\n<p>Great app for white-collar professionals \u2615\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\">@isibol01 thank you so much \ud83d\ude0a hope the app can be of help to you!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/MUFYUH3NB2SUAN\" class=\"app-title\">Moldable<\/a><\/p>\n<div class=\"one-liner\">Personal software. Built for change.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">93<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Moldable\u662f\u4e00\u6b3e\u901a\u8fc7\u5bf9\u8bdd\u5f0fAI\u5728\u672c\u5730\u6784\u5efa\u4e2a\u6027\u5316\u8f6f\u4ef6\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u56e0\u73b0\u6709\u5de5\u5177\u65e0\u6cd5\u7075\u6d3b\u9002\u5e94\u81ea\u8eab\u5de5\u4f5c\u6d41\u7a0b\u800c\u88ab\u8feb\u4f7f\u7528\u7e41\u7410\u53d8\u901a\u65b9\u6848\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/4200c18a-a829-4505-913d-33624505d62f.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/EpPBYw3fO3c\"><source src=\"https:\/\/youtu.be\/EpPBYw3fO3c\" 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\/08257dbf-6daa-4eb4-a084-8ab71843b014.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0586832f-da1f-4ccc-a3fc-d4dedd557a7d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e6cfea5d-d599-4514-ab05-59a49026b360.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3778629e-49f9-4f8c-80fc-182eb76e2d0b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span><br \/>\n <span class=\"tag\">No-Code<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u672c\u5730\u4f18\u5148\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7801\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5185\u90e8\u5de5\u5177\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">React\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\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\u8ba4\u53ef\u5176\u201c\u672c\u5730\u4f18\u5148\u201d\u548c\u5bf9\u8bdd\u6784\u5efa\u7684\u7406\u5ff5\uff0c\u8ba4\u4e3a\u89e3\u51b3\u4e86\u5de5\u5177\u4e0e\u5de5\u4f5c\u6d41\u4e0d\u5339\u914d\u7684\u75db\u70b9\u3002\u6838\u5fc3\u5173\u5207\u70b9\u5728\u4e8e\uff1a1. \u5e94\u7528\u573a\u666f\u662f\u504f\u5411\u5185\u90e8\u5de5\u5177\u8fd8\u662f\u5546\u4e1a\u8f6f\u4ef6\uff1b2. \u5982\u4f55\u4fdd\u969c\u5e94\u7528\u8fed\u4ee3\u65f6\u7684\u5b89\u5168\u6027\u4e0e\u786e\u5b9a\u6027\uff08\u5982\u63d0\u793a\u8bcd\u6f02\u79fb\u5bfc\u81f4\u5e94\u7528\u635f\u574f\uff09\uff1b3. \u6280\u672f\u5b9e\u73b0\u7ec6\u8282\uff08\u5982\u57fa\u4e8eReact\uff09\u53ca\u672a\u6765\u662f\u5426\u4f1a\u652f\u6301\u4e00\u952e\u5bfc\u51fa\u548c\u5206\u4eab\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 Moldable\u63d0\u51fa\u7684\u201cPersonal software\u201d\u548c\u201cBuilt for change\u201d\u6982\u5ff5\uff0c\u76f4\u6307\u5f53\u524d\u8f6f\u4ef6\u751f\u6001\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u6807\u51c6\u5316\u4ea7\u54c1\u4e0e\u4e2a\u4f53\u5de5\u4f5c\u6d41\u591a\u6837\u6027\u4e4b\u95f4\u7684\u5de8\u5927\u9e3f\u6c9f\u3002\u5b83\u5e76\u975e\u53c8\u4e00\u4e2a\u7b80\u5355\u7684AI\u4ee3\u7801\u52a9\u624b\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u7528\u6237\u5b9a\u4e49\u8f6f\u4ef6\u201d\u7684\u8fb9\u754c\u4ece\u201c\u914d\u7f6e\u201d\u63a8\u8fdb\u5230\u4e86\u201c\u4ece\u65e0\u5230\u6709\u7684\u5bf9\u8bdd\u5f0f\u6784\u5efa\u201d\uff0c\u5e76\u4e14\u575a\u5b9a\u5730\u62bc\u6ce8\u201c\u672c\u5730\u4f18\u5148\u201d\u4f5c\u4e3a\u5b9e\u73b0\u6570\u636e\u6240\u6709\u6743\u548c\u6301\u7eed\u6f14\u5316\u7684\u57fa\u77f3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7406\u5ff5\u7280\u5229\uff0c\u4f46\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u8bc4\u8bba\u4e2d\u63d0\u5230\u7684\u201cprompt drift \u2192 broken apps\u201d\u662f\u81f4\u547d\u75db\u70b9\u3002\u4f9d\u8d56\u81ea\u7136\u8bed\u8a00\u8fed\u4ee3\u5e94\u7528\uff0c\u5728\u521d\u671f\u770b\u4f3c\u53cb\u597d\uff0c\u4f46\u968f\u7740\u5e94\u7528\u590d\u6742\u5316\uff0c\u5982\u4f55\u4fdd\u8bc1\u529f\u80fd\u7684\u786e\u5b9a\u6027\u548c\u53ef\u7ef4\u62a4\u6027\uff1f\u7f3a\u4e4f\u7248\u672c\u7ba1\u7406\u3001\u6e05\u6670\u7684\u6570\u636e\u6a21\u578b\u548c\u63a5\u53e3\u5b9a\u4e49\uff0c\u5e94\u7528\u5f88\u5feb\u5c31\u4f1a\u53d8\u6210\u4e00\u5ea7\u65e0\u6cd5\u7406\u89e3\u548c\u7ef4\u62a4\u7684\u201cAI\u9ed1\u7bb1\u5efa\u7b51\u201d\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u8f6f\u4ef6\u5de5\u7a0b\u7684\u6838\u5fc3\u96be\u9898\u2014\u2014\u9700\u6c42\u7ba1\u7406\u548c\u7cfb\u7edf\u8bbe\u8ba1\u2014\u2014\u8f6c\u79fb\u7ed9\u4e86\u975e\u7ed3\u6784\u5316\u7684\u5bf9\u8bdd\uff0c\u957f\u671f\u98ce\u9669\u6781\u9ad8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6280\u672f\u6808\uff08Next.js\/React\uff09\u63ed\u793a\u4e86\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u9488\u5bf9Web\u6280\u672f\u7684\u672c\u5730\u5316\u5c01\u88c5\u751f\u6210\u5668\u3002\u8fd9\u9650\u5236\u4e86\u5176\u80fd\u529b\u8303\u56f4\uff0c\u4e5f\u5e26\u6765\u4e86\u65b0\u7684\u95ee\u9898\uff1a\u751f\u6210\u7684\u201c\u672c\u5730\u5e94\u7528\u201d\u662f\u771f\u6b63\u7684\u539f\u751f\u4f53\u9a8c\uff0c\u8fd8\u662f\u53e6\u4e00\u4e2a\u62ab\u7740\u672c\u5730\u5916\u8863\u7684\u6d4f\u89c8\u5668\u5bb9\u5668\uff1f\u5176\u5ba3\u79f0\u7684\u201cfull power of your filesystem\u201d\u9700\u8981\u901a\u8fc7\u5b89\u5168\u6279\u51c6\u673a\u5236\u5b9e\u73b0\uff0c\u8fd9\u5728\u5b9e\u9645\u4f53\u9a8c\u4e2d\u53ef\u80fd\u6210\u4e3a\u65b0\u7684\u6469\u64e6\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cMoldable\u662f\u4e00\u6b21\u5927\u80c6\u4e14\u65b9\u5411\u6b63\u786e\u7684\u63a2\u7d22\uff0c\u5b83\u7784\u51c6\u4e86\u201c\u7528\u6237\u5373\u5f00\u53d1\u8005\u201d\u7684\u7ec8\u6781\u613f\u666f\u3002\u7136\u800c\uff0c\u5176\u73b0\u9636\u6bb5\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5de7\u7684\u201c\u6982\u5ff5\u9a8c\u8bc1\u201d\u3002\u8981\u60f3\u4ece\u6781\u5ba2\u73a9\u5177\u6210\u957f\u4e3a\u53ef\u9760\u5de5\u5177\uff0c\u5b83\u5fc5\u987b\u5728\u201c\u5bf9\u8bdd\u7684\u7075\u6d3b\u6027\u201d\u4e0e\u201c\u5de5\u7a0b\u7684\u4e25\u8c28\u6027\u201d\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u70b9\uff0c\u6bd4\u5982\u5f15\u5165\u53ef\u89c6\u5316\u6570\u636e\u6d41\u3001\u7248\u672c\u5feb\u7167\u3001\u6216\u4f4e\u4ee3\u7801\u8bed\u4e49\u5c42\u3002\u5426\u5219\uff0c\u5b83\u6784\u5efa\u7684\u5e94\u7528\u5f88\u53ef\u80fd\u96be\u4ee5\u9003\u8131\u201c\u4e00\u6b21\u6027\u811a\u672c\u201d\u7684\u547d\u8fd0\uff0c\u65e0\u6cd5\u627f\u8f7d\u7528\u6237\u771f\u6b63\u7684\u6838\u5fc3\u5de5\u4f5c\u6d41\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8eAI\u751f\u6210\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u4e3aAI\u751f\u6210\u7684\u8f6f\u4ef6\u5efa\u7acb\u53ef\u7ba1\u7406\u7684\u751f\u547d\u5468\u671f\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\">Moldable<\/span>\n <\/div>\n<div class=\"comment-content\">Build local apps that work exactly how you think \u2014 powered by AI, shaped by conversation. Everything’s local on your machine, so you own it & can evolve it. Need a starting point? Use our free apps, like meeting recorder, notes, translation journal, and more https:\/\/moldable.sh\/apps You have powers now. Go use them.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">If you’ve ever thought “this app is fine\u2026 I just need it to do *one* thing differently” \u2014 same.<\/p>\n<p>So I built Moldable: you describe the tool you wish you had, it builds it, and it runs locally… with the full power of your filesystem (& approvals).<\/p>\n<p>Most tools force you into their workflow. Then you end up with workarounds, tabs, and copy\/paste glue. Moldable is for that moment: tell it what you actually need, and it builds the app around *your* workflow.<\/p>\n<p>And it\u2019s local-first. Your apps + data live on your machine. You can keep iterating in plain English: “add this”, “change that”, “export like this”<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iwasrobbedtoo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iwasrobbedtoo<\/a> congrats on the launch. Is it also oriented towards the internal tools or only for commercial apps? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Local-first \u201cbuild the app by conversation\u201d + explicit filesystem approvals is a strong take on personal software. The scale pain is safety + determinism as users iterate (prompt drift \u2192 broken apps), and best practice is: a typed app schema + versioned diffs\/migrations, plus a permissioned tool layer (capabilities) and replayable build logs for debugging. How are you representing apps under the hood (React\/Tauri\/Electron + JSON schema?), and will you add one-click export\/share of an app as a signed bundle?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ryan_thill\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ryan_thill<\/a> they are all NextJS react apps at the moment but can be published elsewhere if you want <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/A5P3ZKAX2GP6R5\" class=\"app-title\">Habitz <\/a><\/p>\n<div class=\"one-liner\">Goal planner & progress<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">92<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Habitz\u662f\u4e00\u6b3e\u73b0\u4ee3\u4e60\u60ef\u8ffd\u8e2a\u5e94\u7528\uff0c\u901a\u8fc7\u5e2e\u52a9\u7528\u6237\u8f7b\u677e\u5efa\u7acb\u3001\u6bcf\u65e5\u575a\u6301\u5e76\u53ef\u89c6\u5316\u957f\u671f\u8fdb\u5c55\uff0c\u89e3\u51b3\u7528\u6237\u5728\u57f9\u517b\u5065\u5eb7\u4e60\u60ef\u3001\u63d0\u5347\u4e13\u6ce8\u529b\u3001\u6212\u9664\u574f\u4e60\u60ef\u53ca\u5efa\u7acb\u65e5\u5e38\u79e9\u5e8f\u65f6\u96be\u4ee5\u4fdd\u6301\u6301\u7eed\u6027\u548c\u638c\u63a7\u611f\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\/319b9820-f1fd-467f-a913-bc3becb88543.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/debcdf0e-db1a-4438-b0e4-29c093910512.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2fc044eb-fcb0-47fd-a747-7ea7d054904b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d4dd0fa-835b-4b4b-b2ef-b5066dde4cd9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f686ce2-fb43-4c9f-82a3-d0d399f7546f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/601dcc22-f8a8-4a42-b654-4089713633f2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d6648a7-b00e-4715-ba63-c927f38010ba.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f904671f-0eb9-42ab-b396-d1ebacea3ffe.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>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e60\u60ef\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u76ee\u6807\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u8fdb\u5ea6\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u65e5\u5e38\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u81ea\u6211\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u751f\u6d3b<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\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\u53cd\u9988\u96c6\u4e2d\u4e8e\u4e24\u70b9\u6838\u5fc3\u5173\u5207\uff1a\u4e00\u662f\u8be2\u95ee\u662f\u5426\u5177\u5907\u667a\u80fd\u63d0\u9192\uff08\u5982\u57fa\u4e8e\u65f6\u95f4\/\u4f4d\u7f6e\uff09\u548c\u201c\u8fde\u7eed\u8bb0\u5f55\u6062\u590d\u201d\u7b49\u5bb9\u9519\u529f\u80fd\uff1b\u4e8c\u662f\u8d28\u7591\u5728\u62e5\u6324\u7684\u4e60\u60ef\u8ffd\u8e2a\u5e02\u573a\u4e2d\uff0cHabitz\u6709\u4f55\u72ec\u7279\u529f\u80fd\u6216\u7406\u5ff5\u80fd\u4fc3\u4f7f\u7528\u6237\u4ece\u73b0\u6709\u5de5\u5177\u8fc1\u79fb\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 Habitz\u8e0f\u5165\u7684\u662f\u4e00\u4e2a\u7ea2\u6d77\u5e02\u573a\uff0c\u5176\u4ea7\u54c1\u4ecb\u7ecd\u76ee\u524d\u5c55\u73b0\u7684\u4ecd\u662f\u201c\u8f7b\u677e\u5f00\u59cb\u3001\u4fdd\u6301\u8fde\u8d2f\u3001\u67e5\u770b\u8fdb\u5c55\u201d\u8fd9\u4e00\u57fa\u7840\u529f\u80fd\u4e09\u89d2\uff0c\u8fd9\u4e0e\u5e02\u573a\u4e0a\u591a\u6570\u7ade\u54c1\u7684\u53d9\u4e8b\u903b\u8f91\u9ad8\u5ea6\u540c\u8d28\u5316\u3002\u4ece\u4e24\u6761\u5be5\u5be5\u65e0\u51e0\u70b9\u8d5e\u7684\u8bc4\u8bba\u5373\u53ef\u7aa5\u89c1\u65e9\u671f\u7528\u6237\u7684\u51b7\u9759\u5ba1\u89c6\uff1a\u4ed6\u4eec\u4e0d\u5173\u5fc3\u6cdb\u6cdb\u7684\u201c\u6539\u53d8\u201d\uff0c\u800c\u662f\u76f4\u6307\u6210\u719f\u7528\u6237\u7684\u6838\u5fc3\u8bc9\u6c42\u2014\u2014\u667a\u80fd\u5316\u7684\u573a\u666f\u89e6\u53d1\u63d0\u9192\uff0c\u4ee5\u53ca\u5bf9\u771f\u5b9e\u751f\u6d3b\u4e2d\u201c\u65ad\u88c2\u201d\u7684\u5bbd\u5bb9\u4e0e\u6062\u590d\u673a\u5236\u3002\u8fd9\u6070\u6070\u66b4\u9732\u4e86\u5927\u591a\u6570\u4e60\u60ef\u8ffd\u8e2a\u4ea7\u54c1\u7684\u6839\u672c\u77db\u76fe\uff1a\u5b83\u4eec\u8bd5\u56fe\u7528\u50f5\u5316\u7684\u201c\u8fde\u7eed\u8bb0\u5f55\u201d\u6765\u89c4\u8bad\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u4eba\u7c7b\u884c\u4e3a\uff0c\u53cd\u800c\u53ef\u80fd\u5236\u9020\u989d\u5916\u7684\u7126\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n Habitz\u7684\u771f\u6b63\u4ef7\u503c\uff0c\u4e0d\u5e94\u505c\u7559\u5728\u53c8\u4e00\u4e2a\u8bb0\u5f55\u5de5\u5177\u5c42\u9762\u3002\u5176\u673a\u4f1a\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u201cSmall habits. Big change.\u201d\u7684\u6807\u8bed\u54f2\u5b66\uff0c\u8f6c\u5316\u4e3a\u5dee\u5f02\u5316\u7684\u4ea7\u54c1\u8bbe\u8ba1\u3002\u4f8b\u5982\uff0c\u4ece\u8bc4\u8bba\u4e2d\u53ef\u6d1e\u5bdf\u5230\uff0c\u201c\u4e00\u81f4\u6027\u201d\u4e0d\u5e94\u7b49\u540c\u4e8e\u5b8c\u7f8e\u7684\u8fde\u7eed\u8bb0\u5f55\uff0c\u800c\u5e94\u662f\u4e00\u5957\u57fa\u4e8e\u884c\u4e3a\u79d1\u5b66\u7684\u5f39\u6027\u9002\u5e94\u4e0e\u9f13\u52b1\u7cfb\u7edf\u3002\u5982\u679c\u5b83\u80fd\u7387\u5148\u89e3\u51b3\u201c\u751f\u6d3b\u4e0d\u53ef\u907f\u514d\u8131\u8f68\u4e00\u4e24\u5929\u201d\u540e\u7684\u65e0\u75db\u6062\u590d\u4e0e\u5fc3\u7406\u91cd\u5efa\uff0c\u800c\u975e\u7b80\u5355\u5730\u5c06\u8bb0\u5f55\u6e05\u96f6\uff0c\u6216\u8bb8\u80fd\u5efa\u7acb\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u3002\u5f53\u524d\u4ecb\u7ecd\u4e2d\u201c\u4fdd\u6301\u638c\u63a7\u201d\u7684\u627f\u8bfa\uff0c\u82e5\u7f3a\u4e4f\u5bf9\u201c\u5931\u63a7\u201d\u7684\u6df1\u5ea6\u7406\u89e3\u548c\u8bbe\u8ba1\u5305\u5bb9\uff0c\u5c06\u663e\u5f97\u82cd\u767d\u65e0\u529b\u3002\u5728\u62e5\u6324\u7684\u8d5b\u9053\u4e2d\uff0c\u4ec5\u9760\u754c\u9762\u73b0\u4ee3\u5316\u548c\u4f53\u9a8c\u6d41\u7545\u5df2\u8fdc\u8fdc\u4e0d\u591f\uff0c\u4e0b\u4e00\u4ee3\u7684\u4e60\u60ef\u8ffd\u8e2a\u5de5\u5177\uff0c\u9700\u8981\u66f4\u667a\u80fd\u3001\u66f4\u4eba\u6027\u5316\uff0c\u751a\u81f3\u5177\u5907\u4e00\u5b9a\u7684\u884c\u4e3a\u5206\u6790\u4e0e\u5e72\u9884\u80fd\u529b\u3002Habitz\u662f\u5426\u5177\u5907\u8fd9\u79cd\u6df1\u5c42\u601d\u8003\u4e0e\u6267\u884c\u80fd\u529b\uff0c\u4ece\u5176\u76ee\u524d\u7684\u516c\u5f00\u4fe1\u606f\u4e2d\uff0c\u5c1a\u96be\u770b\u51fa\u7aef\u502a\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\">Habitz <\/span>\n <\/div>\n<div class=\"comment-content\">Small habits. Big change. Stay consistent, focused, and in control – one day at a time. Habitz is a modern habit tracker designed to help you: Start habits easily Stay consistent every day See real progress over time Whether you want to: – build healthy habits – improve focus and productivity – quit bad habits – create structure in your day Habitz keeps you on track.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey there! Congrats on this launch \ud83d\ude42 <\/p>\n<p>Does it have any smart reminders (time\/location-based) or streak recovery features for when life inevitably derails a day or two?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! The habit tracking space is incredibly crowded. What is the one specific feature or philosophy in Habitz that convinces users to switch from their current tools?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DDIDUB6M5XJ7LU\" class=\"app-title\">3D Viewer for Google Drive<\/a><\/p>\n<div class=\"one-liner\">A simple yet powerful 3D viewer for Google Drive and Gmail<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u6210\u5728Google Drive\u548cGmail\u4e2d\u7684\u5728\u7ebf3D\u6a21\u578b\u67e5\u770b\u5668\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u65e0\u6cd5\u76f4\u63a5\u9884\u89c8\u4e91\u7aef3D\u6587\u4ef6\u3001\u9700\u4e0b\u8f7d\u4e13\u7528\u8f6f\u4ef6\u6216\u5fcd\u53d7\u4f4e\u8d28\u5e7f\u544a\u63d2\u4ef6\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5c24\u5176\u4fbf\u5229\u4e86\u8bbe\u8ba1\u534f\u4f5c\u4e0e\u5ba2\u6237\u6c9f\u901a\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 <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/88908740-3958-4d77-b591-47dac5ac31bf.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/RxPpkjTscTU\"><source src=\"https:\/\/youtu.be\/RxPpkjTscTU\" 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\/f3ea90eb-c2ff-4205-a5a2-b92ad52c2c66.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8ab0dbc8-93e1-426e-b366-f7a5f18fe22d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac83a760-8214-4cd5-b907-7cd975ad5d3a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/24eab9be-cdcb-4e4f-8bf1-45862e8891db.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\">3D Printer<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">3D Modeling<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">3D\u6a21\u578b\u67e5\u770b\u5668<\/span><br \/>\n <span class=\"tag\">Google Drive\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5728\u7ebf\u9884\u89c8<\/span><br \/>\n <span class=\"tag\">AI\u6e32\u67d3<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u683c\u5f0f\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e91\u7aef\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\u586b\u8865\u4e86Google Drive\u539f\u751f\u529f\u80fd\u7a7a\u767d\uff0c\u754c\u9762\u5e72\u51c0\u3002\u6838\u5fc3\u53cd\u9988\u5305\u62ec\uff1a\u671f\u5f85\u79fb\u52a8\u7aefGmail\/Drive\u652f\u6301\uff1b\u786e\u8ba4\u5df2\u5177\u5907\u5206\u4eab\u8bc4\u8bba\u529f\u80fd\uff1b\u5173\u5fc3\u5546\u4e1a\u6a21\u5f0f\uff08\u514d\u8d39\u7248\u9650\u523625\u4e2a\u6587\u4ef6\uff0cAI\u6e32\u67d3\u5c06\u7eb3\u5165\u4ed8\u8d39\u8ba1\u5212\uff09\uff1b\u534f\u4f5c\u6279\u6ce8\u529f\u80fd\u83b7\u4e13\u4e1a\u7528\u6237\u80af\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 \u8fd9\u6b3e\u4ea7\u54c1\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u4e91\u5b58\u50a8\u65f6\u4ee3\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u901a\u7528\u5e73\u53f0\u5bf9\u4e13\u4e1a\u683c\u5f0f\u652f\u6301\u7684\u7f3a\u5931\u3002\u5176\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u53c8\u4e00\u4e2a3D\u67e5\u770b\u5668\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u4e13\u4e1a\u529f\u80fd\u6df1\u5ea6\u5d4c\u5165\u5230Google Workspace\u8fd9\u4e00\u9ad8\u9891\u5de5\u4f5c\u6d41\u4e2d\uff0c\u8bd5\u56fe\u6210\u4e3a3D\u9886\u57df\u7684\u201cGoogle Docs\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff1a\u4ee5\u89e3\u51b3\u6700\u57fa\u672c\u7684\u9884\u89c8\u75db\u70b9\uff08\u5982\u907f\u514d\u201c\u6253\u4e0d\u5f00\u6587\u4ef6\u201d\u7684\u90ae\u4ef6\uff09\u4e3a\u5165\u53e3\uff0c\u901a\u8fc7\u201cGoogle Docs\u5f0f\u201d\u7684\u8bc4\u8bba\u548c\u6d4b\u91cf\u5de5\u5177\u6784\u5efa\u534f\u4f5c\u58c1\u5792\uff0c\u518d\u4ee5AI\u6e32\u67d3\u8fd9\u79cd\u524d\u6cbf\u80fd\u529b\u4f5c\u4e3a\u589e\u503c\u4eae\u70b9\u548c\u672a\u6765\u7684\u4ed8\u8d39\u951a\u70b9\u3002\u8fd9\u79cd\u4ece\u5de5\u5177\u5230\u534f\u4f5c\u5e73\u53f0\u3001\u518d\u5230\u667a\u80fd\u670d\u52a1\u7684\u6f14\u8fdb\u8def\u5f84\uff0c\u663e\u793a\u51fa\u5f00\u53d1\u8005\u5bf9\u4ea7\u54c1\u67b6\u6784\u7684\u6df1\u601d\u719f\u8651\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u91cd\u5ea6\u4f9d\u8d56Google\u751f\u6001\u65e2\u662f\u62a4\u57ce\u6cb3\u4e5f\u662f\u5929\u82b1\u677f\uff0c\u5e73\u53f0\u653f\u7b56\u98ce\u9669\u4e0d\u53ef\u5ffd\u89c6\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u201c\u79fb\u52a8\u7aef\u652f\u6301\u7f3a\u5931\u201d\u95ee\u9898\uff0c\u5728\u79fb\u52a8\u4f18\u5148\u7684\u4eca\u5929\u662f\u4e00\u4e2a\u660e\u663e\u7684\u77ed\u677f\uff0c\u4f1a\u4e25\u91cd\u5f71\u54cd\u5176\u201c\u968f\u65f6\u968f\u5730\u5feb\u901f\u5ba1\u6279\u201d\u7684\u4ef7\u503c\u4e3b\u5f20\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4ece\u201c\u6587\u4ef6\u6570\u91cf\u201d\u548c\u201cAI\u529f\u80fd\u201d\u5207\u5165\u8fdb\u884c\u9650\u5236\uff0c\u7565\u663e\u4f20\u7edf\uff0c\u5982\u4f55\u8ba9\u4e13\u4e1a\u7528\u6237\u5fc3\u7518\u60c5\u613f\u4e3a\u5728\u4e91\u7aef\u201c\u67e5\u770b\u548c\u8bc4\u8bba\u201d\u4ed8\u8d39\uff0c\u800c\u975e\u8f6c\u5411\u529f\u80fd\u66f4\u5168\u7684\u672c\u5730\u4e13\u4e1a\u8f6f\u4ef6\uff0c\u5c06\u662f\u5176\u5546\u4e1a\u5316\u6210\u8d25\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u6784\u601d\u5de7\u5999\u3001\u5207\u5165\u70b9\u6781\u4f73\u7684\u4ea7\u54c1\uff0c\u4f53\u73b0\u4e86\u5de5\u5177\u7c7b\u5e94\u7528\u201c\u6df1\u6316\u4e00\u4e2a\u75db\u70b9\uff0c\u878d\u5165\u4e00\u4e2a\u751f\u6001\u201d\u7684\u6210\u529f\u6cd5\u5219\u3002\u4f46\u5b83\u80fd\u5426\u4ece\u201c\u597d\u7528\u7684\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u534f\u4f5c\u5e73\u53f0\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5feb\u901f\u8865\u9f50\u79fb\u52a8\u77ed\u677f\uff0c\u5e76\u6784\u5efa\u51fa\u8d85\u8d8a\u672c\u5730\u8f6f\u4ef6\u534f\u4f5c\u4fbf\u5229\u6027\u7684\u3001\u771f\u6b63\u4e0d\u53ef\u66ff\u4ee3\u7684\u4e91\u7aef\u4ef7\u503c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">3D Viewer for Google Drive<\/span>\n <\/div>\n<div class=\"comment-content\">Free online 3D model viewer. Open and view GLB, GLTF, FBX, OBJ, and STL files directly from your Google Drive. Supports all major 3D file formats. You can measure, snapshot and create AI renders with nano banana of your favorite 3D Models<\/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>I built this because I use Google Drive for everything and there is no native preview for 3D files. The few apps that exists are just filled with ads\/broken or look like they were made for Microsoft XP. <\/p>\n<p>My goal was to build the “Google Docs for 3D Files” a clean, fast way to preview OBJ, STL, GLB and tons of other formats files directly inside Drive and Gmail without downloading them.<\/p>\n<p>Some features : <\/p>\n<p>AI Rendering: You can now take a snapshot of your mesh and instantly generate a photorealistic render using AI.<\/p>\n<p>Collaboration: Added “Google Docs-style” commenting and measurement tools directly on the model.<\/p>\n<p>I\u2019m a solo dev and would love to hear your thoughts. Does the viewer feel fast enough for your workflow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@theleoruss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@theleoruss<\/a> <\/p>\n<p>A clean 3D preview directly inside Google Drive is something that\u2019s been missing for a long time. The AI rendering and Google Docs\u2013style collaboration features sound especially useful. Excited to try this out\u2014nice work building it solo!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@theleoruss\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@theleoruss<\/a> congrats on the launch, this looks cool! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This solves the ‘I can’t open this file’ email from clients. Does the viewer render smoothly within the mobile Gmail\/Drive apps? That would be a game-changer for quick approvals on the go.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> There is no support for mobile yet unfortunately \ud83d\ude41 The web app as a mobile version though!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>nice! very neat missing drive feature. Any plans for share links (view\/comment) plus @mentions?<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mentions\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mentions<\/a> <a href=\"https:\/\/www.producthunt.com\/@romerogers\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@romerogers<\/a> Comments and sharing already exist in it \ud83d\ude42 No mentions yet though!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Nahhh can’t believe it! It’s really cool man! 3D in google drive blowed my mind. Just guessing what’s the business model behind? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> You can use entirely for free but you have a limit of maximum 25 files in your gallery, you can delete some to open new files. I’m planning to also gate the AI render feature to the pro 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a 3D company i tried it and used it, the interface is really clean and It\u2019s a breath of fresh air to see such an app in the 3D sector. The renderer with AI is also really useful, it help really to connect the idea of AI and 3D point of view which is not so evident. I tried with my colleagues the commenting options and i find it really usefull, i can for example show where i find a problem on a mesh, or which part need a modification without making a screenshot and drawing on it hahaha. Finally the whole drive and gmail interface is really usefull ! Sorry for my bad english i’m french ^^<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@delavega_studio\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@delavega_studio<\/a> Thanks a ton for your comment! Happy to see that you like the commenting feature! What would you change on the product to make it better? Happy to help with any bugs or feature requests!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/IML7XXEGO35GDW\" class=\"app-title\">Stroke<\/a><\/p>\n<div class=\"one-liner\">Animate SVGs. Beautifully.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Stroke\u662f\u4e00\u6b3e\u4e13\u6ce8\u4e8e\u4e3aLogo\u3001\u7b7e\u540d\u548c\u63d2\u753b\u521b\u5efa\u624b\u7ed8\u98ce\u683cSVG\u52a8\u753b\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u8bbe\u8ba1\u5e08\u624b\u52a8\u7f16\u5199SVG\u8def\u5f84\u52a8\u753b\u4ee3\u7801\u7e41\u7410\u590d\u6742\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\/0a2c8e41-a67f-4fb4-891c-5b0ccf082a6e.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/6JFhcMjYirs\"><source src=\"https:\/\/youtu.be\/6JFhcMjYirs\" 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\/f36d5d65-ea7f-413a-a651-88bd1e8ad4a3.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\">Design Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SVG\u52a8\u753b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u624b\u7ed8\u52a8\u753b<\/span><br \/>\n <span class=\"tag\">Logo\u52a8\u753b<\/span><br \/>\n <span class=\"tag\">\u7b7e\u540d\u52a8\u753b<\/span><br \/>\n <span class=\"tag\">\u63d2\u56fe\u52a8\u753b<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u52a8\u6548<\/span><br \/>\n <span class=\"tag\">\u77e2\u91cf\u56fe\u5f62<\/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\u8be2\u95ee\u662f\u5426\u5bfc\u51fa\u7eafCSS\/SVG\u4ee3\u7801\u53ca\u5bf9JS\u8fd0\u884c\u65f6\u7684\u4f9d\u8d56\uff0c\u5f00\u53d1\u8005\u56de\u590d\u76ee\u524d\u4e0eReact\u548cMotion\u914d\u5408\u4f7f\u7528\u3002\u7528\u6237\u5efa\u8bae\u589e\u52a0\u56fe\u7247\u4e0a\u4f20\u529f\u80fd\uff0c\u56e2\u961f\u8868\u793a\u5df2\u5728\u89c4\u5212\u4e2d\u3002\u53e6\u6709\u53cd\u9988\u6307\u51faUI\u9700\u6539\u8fdb\uff0c\u5982\u589e\u52a0\u52a8\u753b\u5faa\u73af\u6216\u91cd\u64ad\u529f\u80fd\uff0c\u5e76\u6539\u5584\u684c\u9762\u7aef\u9996\u6b21\u4f7f\u7528\u7684\u53ef\u89c1\u6027\uff0c\u56e2\u961f\u5df2\u91c7\u7eb3\u5e76\u6b63\u5728\u4f18\u5316\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Stroke\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7ec6\u5206\u4f46\u5b9e\u5219\u75db\u70b9\u660e\u786e\u7684\u5e02\u573a\uff1a\u5c06\u9759\u6001SVG\u8f6c\u5316\u4e3a\u624b\u7ed8\u52a8\u753b\u3002\u5176\u5ba3\u79f0\u7684\u201c\u7b80\u5355\u3001\u5feb\u901f\u201d\u76f4\u6307\u5f53\u524dSVG\u52a8\u753b\u5236\u4f5c\u6d41\u7a0b\u7684\u6838\u5fc3\u77db\u76fe\u2014\u2014\u8981\u4e48\u4f9d\u8d56After Effects\u7b49\u91cd\u578b\u8f6f\u4ef6\uff0c\u8981\u4e48\u9700\u8981\u624b\u52a8\u7f16\u5199\u590d\u6742\u7684\u5173\u952e\u5e27\u4ee3\u7801\uff0c\u8fc7\u7a0b\u6781\u5176\u8017\u65f6\u4e14\u4e0d\u76f4\u89c2\u3002\u4ea7\u54c1\u5b9a\u4f4d\u5728Logo\u3001\u7b7e\u540d\u7b49\u201c\u8f7b\u91cf\u7ea7\u201d\u5e94\u7528\u573a\u666f\u662f\u660e\u667a\u7684\uff0c\u8fd9\u964d\u4f4e\u4e86\u7528\u6237\u7684\u5b66\u4e60\u95e8\u69db\u548c\u4f7f\u7528\u9884\u671f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ece\u73b0\u6709\u8bc4\u8bba\u66b4\u9732\u7684\u7ec6\u8282\u770b\uff0cStroke\u9762\u4e34\u51e0\u4e2a\u5173\u952e\u6311\u6218\u3002\u9996\u5148\uff0c\u6280\u672f\u6808\u7684\u6a21\u7cca\u6027\u662f\u5176\u5546\u4e1a\u5316\u6216\u5e7f\u6cdb\u666e\u53ca\u7684\u6f5c\u5728\u969c\u788d\u3002\u7528\u6237\u6700\u5173\u5fc3\u7684\u662f\u8f93\u51fa\u7ed3\u679c\u662f\u5426\u4e3a\u201c\u7eafCSS\/SVG\u201d\u4ee3\u7801\uff0c\u8fd9\u76f4\u63a5\u5173\u7cfb\u5230\u52a8\u753b\u7684\u5d4c\u5165\u6210\u672c\u3001\u6027\u80fd\u548c\u53ef\u79fb\u690d\u6027\u3002\u5f00\u53d1\u8005\u201c\u4e0eReact\u548cMotion\u914d\u5408\u4f7f\u7528\u201d\u7684\u56de\u590d\uff0c\u6697\u793a\u5176\u53ef\u80fd\u66f4\u504f\u5411\u4e00\u4e2a\u7279\u5b9a\u6280\u672f\u6846\u67b6\u7684\u914d\u5957\u5de5\u5177\uff0c\u800c\u975e\u4e00\u4e2a\u8f93\u51fa\u901a\u7528\u6807\u51c6\u4ee3\u7801\u7684\u72ec\u7acb\u751f\u4ea7\u5de5\u5177\u3002\u8fd9\u56fa\u7136\u80fd\u5438\u5f15\u7279\u5b9a\u6280\u672f\u6808\u7684\u5f00\u53d1\u8005\uff0c\u4f46\u4e5f\u53ef\u80fd\u5c06\u5e7f\u5927\u975eReact\u7528\u6237\u6216\u8ffd\u6c42\u6781\u81f4\u8f7b\u91cf\u7684\u573a\u666f\u62d2\u4e4b\u95e8\u5916\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u5f00\u6e90\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u5b83\u6709\u52a9\u4e8e\u5feb\u901f\u83b7\u53d6\u65e9\u671f\u5f00\u53d1\u8005\u7528\u6237\u7684\u53cd\u9988\u548c\u8d21\u732e\uff0c\u5efa\u7acb\u793e\u533a\u4fe1\u4efb\uff0c\u6b63\u5982\u5176\u4e3b\u52a8\u5728Product Hunt\u5c55\u793aGitHub\u94fe\u63a5\u6240\u793a\u3002\u4f46\u4ece\u4ea7\u54c1\u5316\u89d2\u5ea6\u770b\uff0c\u5f00\u6e90\u6a21\u5f0f\u5982\u4f55\u4e0e\u53ef\u6301\u7eed\u7684\u5546\u4e1a\u6a21\u5f0f\u8854\u63a5\uff0c\u662f\u5176\u957f\u8fdc\u53d1\u5c55\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\u3002\u662f\u8d70\u6838\u5fc3\u5f00\u6e90\u3001\u9ad8\u7ea7\u529f\u80fd\u6216\u4e91\u670d\u52a1\u6536\u8d39\u7684\u8def\u7ebf\uff0c\u8fd8\u662f\u5b8c\u5168\u4f9d\u8d56\u793e\u533a\u751f\u6001\uff1f\n <\/p>\n<p class=\"ai-content\">\n \u6700\u540e\uff0c\u7528\u6237\u53cd\u9988\u7684UI\u4f53\u9a8c\u95ee\u9898\uff08\u5982\u65e0\u6cd5\u91cd\u64ad\u52a8\u753b\u3001\u9996\u6b21\u4f7f\u7528\u5f15\u5bfc\u4e0d\u8db3\uff09\u867d\u662f\u65e9\u671f\u7248\u672c\u5e38\u89c1\u95ee\u9898\uff0c\u4f46\u4e5f\u53cd\u6620\u51fa\u4ea7\u54c1\u5728\u201c\u7b80\u5355\u201d\u627f\u8bfa\u4e0e\u201c\u529f\u80fd\u5b8c\u6574\u201d\u4e4b\u95f4\u7684\u5e73\u8861\u5c1a\u9700\u6253\u78e8\u3002\u8ba1\u5212\u4e2d\u7684\u56fe\u7247\u4e0a\u4f20\u529f\u80fd\uff0c\u5219\u8868\u660e\u56e2\u961f\u6b63\u8bd5\u56fe\u4ece\u7eaf\u7cb9\u7684\u201cSVG\u8f93\u5165\u201d\u5411\u66f4\u53cb\u597d\u7684\u201c\u591a\u683c\u5f0f\u8f93\u5165\u201d\u62d3\u5c55\uff0c\u4ee5\u6269\u5927\u7528\u6237\u57fa\u7840\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cStroke\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u8bd5\u56fe\u5c06\u4e13\u4e1a\u3001\u4ee3\u7801\u9a71\u52a8\u7684SVG\u52a8\u753b\u8fc7\u7a0b\uff0c\u5c01\u88c5\u6210\u4e00\u4e2a\u66f4\u6613\u7528\u7684\u521b\u4f5c\u754c\u9762\u3002\u5176\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff1a\u80fd\u5426\u5728\u4fdd\u6301\u6838\u5fc3\u4f53\u9a8c\u8f7b\u5feb\u7684\u540c\u65f6\uff0c\u63d0\u4f9b\u8db3\u591f\u901a\u7528\u3001\u9ad8\u6027\u80fd\u7684\u8f93\u51fa\u65b9\u6848\uff0c\u5e76\u627e\u5230\u5f00\u6e90\u4e0e\u5546\u4e1a\u5316\u4e4b\u95f4\u7684\u5e73\u8861\u70b9\u3002\u76ee\u524d\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5de7\u7684\u201c\u6280\u672f\u6f14\u793a\u201d\uff0c\u8981\u6210\u957f\u4e3a\u8bbe\u8ba1\u5e08\u548c\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u73af\uff0c\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\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\">Stroke<\/span>\n <\/div>\n<div class=\"comment-content\">Create Hand-drawn SVG animations for logos, signatures, and illustrations.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Today I\u2019m launching <strong>Stroke<\/strong> \ud83c\udf89<br \/>It\u2019s built to be simple, fast, and focused on real-world use cases.<br \/>Your feedback will help shape what comes next \ud83d\ude80<\/p>\n<p>Help me shape it better. Yes it’s open source<br \/>Github : <a href=\"https:\/\/github.com\/abhix4\/stroke\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/abhix4\/stroke<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Manually animating SVG paths is usually a nightmare. Does this export pure CSS\/SVG code that I can just copy-paste, or does it require a JS runtime to play the animation on my 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\/@jiawei_liu6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jiawei_liu6<\/a> works with react and motion, for now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>simple and elegant, great work! would it support picture upload later?<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@colinhz\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@colinhz<\/a> Thank you! Glad you liked it. Picture uploads aren\u2019t available yet, but it\u2019s something we\u2019re actively planning<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It’s cool, but the UI could do with a tweak. Namely, I’d loop the animation or allow you to run it again. On Desktop the results were not visible the first time I used it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@slyfirefox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@slyfirefox<\/a> Great feedback, thanks! We\u2019re adding a way to replay the animation and improving first-run visibility on desktop.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#19<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/FPNSEGZQNIJYBJ\" class=\"app-title\">BabyCheck<\/a><\/p>\n<div class=\"one-liner\">Scan baby food: Spot dangers & get healthier alternatives<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">86<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e13\u4e3a0-10\u5c81\u513f\u7ae5\u7236\u6bcd\u8bbe\u8ba1\u7684\u98df\u54c1\u626b\u63cf\u5e94\u7528\uff0c\u901a\u8fc7\u5728\u8d2d\u7269\u65f6\u5feb\u901f\u626b\u63cf\u6761\u5f62\u7801\uff0c\u5373\u65f6\u8bc6\u522b\u6709\u5bb3\u6dfb\u52a0\u5242\u3001\u8fc7\u91cf\u7cd6\u5206\u7b49\u98ce\u9669\uff0c\u5e76\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u5065\u5eb7\u66ff\u4ee3\u65b9\u6848\uff0c\u89e3\u51b3\u4e86\u5bb6\u957f\u5728\u5feb\u8282\u594f\u751f\u6d3b\u4e2d\u96be\u4ee5\u7504\u9009\u5b89\u5168\u3001\u5408\u9002\u513f\u7ae5\u98df\u54c1\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\/30e3e585-1cb0-4685-80c5-51cf0f7e3349.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/06761cc6-3d09-414b-91d6-abe3398ceec8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5beb8d1a-600a-4382-97e5-196a53b472f8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fa4e4c8f-3eff-43dc-9f7b-c174e3e5cbf8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8f8c2565-7c81-498d-850f-1d5f53efeb1b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Parenting<\/span><br \/>\n <span class=\"tag\">Kids<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u80b2\u513f\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u513f\u7ae5\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u6210\u5206\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u98df\u54c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5bb6\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3\u65b9\u6848<\/span><br \/>\n <span class=\"tag\">\u6dfb\u52a0\u5242\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u80b2\u513f<\/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\u4e86\u771f\u5b9e\u75db\u70b9\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u98ce\u9669\u5224\u5b9a\u6807\u51c6\u7684\u6765\u6e90\u4e0e\u66f4\u65b0\u9891\u7387\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u57fa\u4e8eOpenFoodFacts\u6570\u636e\u5e93\uff0c\u5e76\u6b63\u5728\u5f00\u53d1\u7ed3\u5408\u6b27\u76df\u6807\u51c6\u548c\u513f\u79d1\u5efa\u8bae\u7684\u4e13\u6709\u7b97\u6cd5\u3002\u53e6\u6709\u8bc4\u8bba\u5173\u6ce8\u5176\u4e0e\u901a\u7528\u626b\u63cf\u5e94\u7528\uff08\u5982Yuka\uff09\u7684\u5dee\u5f02\u5316\u4f18\u52bf\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n BabyCheck\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u5065\u5eb7\u626b\u63cf\u5e94\u7528\u5ffd\u89c6\u7684\u7ec6\u5206\u5e02\u573a\uff1a\u513f\u7ae5\u98df\u54c1\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u626b\u63cf\u201d\u8fd9\u4e00\u6280\u672f\u52a8\u4f5c\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e86\u4e00\u4e2a\u9762\u5411\u5a74\u5e7c\u513f\u7279\u6b8a\u751f\u7406\u9700\u6c42\u7684\u201c\u7ffb\u8bd1\u5c42\u201d\u4e0e\u201c\u51b3\u7b56\u8fc7\u6ee4\u5668\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u5e02\u573a\u4e0a\u7684\u901a\u7528\u626b\u63cf\u5e94\u7528\uff08\u5982Yuka\uff09\u7684\u8bc4\u4f30\u4f53\u7cfb\u4e3b\u8981\u670d\u52a1\u4e8e\u6210\u4eba\u5065\u5eb7\u6807\u51c6\uff0c\u5176\u7b97\u6cd5\u6743\u91cd\uff08\u5982\u8102\u80aa\u3001\u76d0\u5206\uff09\u4e0e\u5a74\u5e7c\u513f\u7684\u8425\u517b\u9700\u6c42\uff08\u5982\u5bf9\u7279\u5b9a\u6dfb\u52a0\u5242\u7684\u8010\u53d7\u5ea6\u3001\u5e74\u9f84\u76f8\u5173\u7684\u7cd6\u5206\u4e0a\u9650\uff09\u5b58\u5728\u663e\u8457\u9519\u4f4d\u3002BabyCheck\u8bd5\u56fe\u586b\u8865\u7684\u6b63\u662f\u8fd9\u4e00\u4e13\u4e1a\u7a7a\u767d\u3002\u4ece\u5f00\u53d1\u8005\u56de\u590d\u770b\uff0c\u5176\u7b56\u7565\u662f\u201c\u501f\u529b\u201d\u4e0e\u201c\u81ea\u7814\u201d\u7ed3\u5408\uff1a\u521d\u671f\u4f9d\u6258OpenFoodFacts\u7684\u5f00\u653e\u6570\u636e\u5e93\u89e3\u51b3\u51b7\u542f\u52a8\u95ee\u9898\uff0c\u957f\u671f\u5219\u81f4\u529b\u4e8e\u5f00\u53d1\u878d\u5408\u6b27\u76df\u4e25\u683c\u6807\u51c6\u4e0e\u513f\u79d1\u5efa\u8bae\u7684\u4e13\u6709\u7b97\u6cd5\u3002\u8fd9\u662f\u660e\u667a\u7684\u8def\u5f84\uff0c\u4f46\u4e5f\u662f\u5176\u6700\u5927\u6311\u6218\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u201c\u4e2a\u6027\u5316\u201d\u4e3b\u5f20\u3002\u5b83\u4e0d\u6ee1\u8db3\u4e8e\u7ed9\u51fa\u201c\u6b64\u4ea7\u54c1\u6709\u5bb3\u201d\u7684\u4e8c\u5143\u5224\u65ad\uff0c\u800c\u662f\u8bd5\u56fe\u7ed3\u5408\u513f\u7ae5\u5e74\u9f84\u3001\u8fc7\u654f\u53f2\u7b49\u751f\u6210\u5b9a\u5236\u5316\u5206\u6790\u4e0e\u66ff\u4ee3\u65b9\u6848\u3002\u8fd9\u4f7f\u5176\u4ece\u201c\u98ce\u9669\u8b66\u793a\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u51b3\u7b56\u8f85\u52a9\u7cfb\u7edf\u201d\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u7528\u6237\u7c98\u6027\u4e0e\u4ed8\u8d39\u6f5c\u529b\u3002\u7136\u800c\uff0c\u5176\u4e13\u4e1a\u6027\u5b8c\u5168\u53d6\u51b3\u4e8e\u7b97\u6cd5\u6a21\u578b\u7684\u79d1\u5b66\u6027\u4e0e\u6570\u636e\u6e90\u7684\u53ef\u9760\u6027\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u6807\u51c6\u6765\u6e90\u201d\u4e0e\u201c\u66f4\u65b0\u9891\u7387\u201d\u7684\u8d28\u7591\u76f4\u51fb\u8981\u5bb3\u3002\u513f\u7ae5\u98df\u54c1\u914d\u65b9\u8de8\u56fd\u522b\u3001\u8de8\u6279\u6b21\u7684\u53d8\u5316\u9891\u7e41\uff0c\u82e5\u6570\u636e\u5e93\u66f4\u65b0\u6ede\u540e\u6216\u7b97\u6cd5\u6a21\u578b\u672a\u7ecf\u6743\u5a01\u513f\u79d1\u8425\u517b\u5b66\u9a8c\u8bc1\uff0c\u5176\u201c\u4e13\u4e1a\u201d\u5149\u73af\u5c06\u8fc5\u901f\u892a\u8272\uff0c\u751a\u81f3\u53ef\u80fd\u5f15\u53d1\u8bef\u5224\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u6784\u601d\u7cbe\u51c6\u3001\u5177\u6709\u5f3a\u70c8\u793e\u4f1a\u9700\u6c42\u7684\u4ea7\u54c1\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u5f00\u653e\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u5efa\u7acb\u8d77\u575a\u5b9e\u3001\u900f\u660e\u3001\u4e14\u88ab\u4e13\u4e1a\u9886\u57df\u8ba4\u53ef\u7684\u6838\u5fc3\u8bc4\u4f30\u4f53\u7cfb\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u4ec5\u4ec5\u662f\u4e00\u4e2a\u62ab\u7740\u201c\u80b2\u513f\u201d\u5916\u8863\u7684\u666e\u901a\u626b\u63cf\u5668\uff0c\u96be\u4ee5\u627f\u8f7d\u7236\u6bcd\u90a3\u4efd\u201c\u65e0\u5fe7\u5582\u517b\u201d\u7684\u6c89\u91cd\u671f\u5f85\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\">BabyCheck<\/span>\n <\/div>\n<div class=\"comment-content\">BabyCheck is the must-have scanner for parents of babies & kids up to 10. Scan baby food, pouches, snacks, cereals or kids’ products in seconds \u2192 instantly detect harmful additives, excess sugars, preservatives, risks with clear alerts. Get personalized, clean, age-appropriate healthier alternatives that are nutritious & gentle. Stop hidden dangers. Reduce allergies, sugars & chemicals. Feed with confidence. Made by parents for worry-free meals. \ud83d\udc76\ud83c\udf4e\ud83d\udee1\ufe0f<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This hits a real parent pain point.<\/p>\n<p>What standards\/databases do your risk flags come from? And how often do you update info when brands change formulas across countries?<\/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\/@sylvia_weng99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sylvia_weng99<\/a> Thanks for your comment ! it’s coming from OpenFoodFacts database. Second one is a good question i’m working on <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>the focus on hidden sugars and additives is crucial, especially with how confusing packaging can be these days. I\u2019m curious about your ingredient criteria. are you leaning on strict EU standards or a custom pediatric framework to flag these risks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@samet_sezer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samet_sezer<\/a> yes exactly … i’m relying on OpenFoodFact database that has data and “main framework” (not pediatric specific). I’m developping a proprietary algorithm based on EU standard and pediatric recommandation. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great idea. I think that in Europe we have sort of strict rules when it comes to food, but definitely good for us as you cannot be 100% sure what everything the food contains. Nice one!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Thanks Nika \u2764\ufe0f You’re right \u2014 strict rules in Europe.<br \/>But even there, labels don’t always tell the full story quickly \u2014 hidden sugars, cumulative risks for little ones, or how ingredients impact a specific child’s age\/allergies aren’t obvious at a glance. Exactly why i create this app : decoding fastly label and get personnalized analysis regarding your kid specifities…<\/p>\n<p>Thanks for the upvote and your comment!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey community \ud83d\udc4b<br \/>\nI’m J\u00e9r\u00e9my, a French dad living in France with my energetic 2.5-year-old boy who’s always exploring (and tasting) everything in sight \ud83d\ude05.<\/p>\n<p>Like so many young parents, we’re caught up in the chaos of daily life \u2013 rushing through grocery aisles, grabbing baby foods, pouches, and snacks without always scrutinizing the labels for hidden additives, excess sugars, or preservatives. It’s easy to overlook in the moment, but with the surge in kids’ allergies, intolerances, and sensitivities these days, it started weighing on me heavily.<\/p>\n<p>I knew apps like Yuka exist for general scanning, but nothing truly specialized for baby and young kids’ products \u2013 tailored to their delicate needs, ages up to 10, and even personalized to your child’s profile (like allergies, preferences, or dietary restrictions).<br \/>\nThat’s why I built BabyCheck: Scan any barcode in seconds \u2192 get instant alerts on risks (additives, sugars, etc.) + a customized analysis with healthier, age-appropriate alternatives that fit your family’s vibe. No more generic advice \u2013 it’s all about making safer, smarter choices easier for busy parents.<\/p>\n<p>Born from my own worries and those late-night “what if” moments \u2764\ufe0f Still evolving, but it’s already a game-changer for our meals.<\/p>\n<p>Parents and makers: What’s your biggest frustration with kids’ food labels? Any must-have features for personalization?<\/p>\n<p>Huge thanks for the upvotes, shares, and feedback \u2013 let’s make feeding our little ones less stressful together!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jrmydev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jrmydev<\/a> Built by parents, for parents \u2014 this shows. Simple idea, real peace of mind.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Great idea, good luck \ud83d\ude42<\/div>\n<div class=\"comment-actions\">\n<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\/@yassine_benkhay\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yassine_benkhay<\/a> Thanks Yassine !<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/QN7LUGST36CABR\" class=\"app-title\">Raycaster<\/a><\/p>\n<div class=\"one-liner\">AI workspace for high-stakes documents, not just code.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">82<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Raycaster\u662f\u4e00\u4e2a\u4e13\u4e3a\u9ad8\u5408\u89c4\u8981\u6c42\u6587\u6863\u8bbe\u8ba1\u7684AI\u5de5\u4f5c\u7a7a\u95f4\uff0c\u901a\u8fc7\u9879\u76ee\u7ea7\u7684\u591a\u683c\u5f0f\u6587\u4ef6\u540c\u6b65\u4e0e\u7248\u672c\u7ba1\u7406\uff0c\u89e3\u51b3\u836f\u7269\u7814\u53d1\u7b49\u9ad8\u98ce\u9669\u9886\u57df\u56e0\u6587\u6863\u4e0d\u4e00\u81f4\u5bfc\u81f4\u7684\u5ba1\u6279\u5ef6\u8bef\u548c\u8fd4\u5de5\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\/87b9efe0-512c-429d-99b3-95acf41f5088.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/FhpC9dyBUF4?si=ktfCCc7cJWI2YTqT\"><source src=\"https:\/\/youtu.be\/FhpC9dyBUF4?si=ktfCCc7cJWI2YTqT\" 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\/298bcf0d-65c1-4fb5-aea9-cc3e57580c50.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e860acb6-2b0b-4041-a384-83d82a9f7ee0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f2bc987-db59-40e4-be7a-efbd0bd056a6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f6c16f74-b961-4f8e-93b8-aebfbbeeeb60.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\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5de5\u4f5c\u7a7a\u95f4<\/span><br \/>\n <span class=\"tag\">\u836f\u7269\u7814\u53d1<\/span><br \/>\n <span class=\"tag\">\u76d1\u7ba1\u6587\u6863<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u7248\u672c\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u7ea7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u9ad8\u98ce\u63a7\u9886\u57df<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u751f\u547d\u79d1\u5b66\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u5199\u4f5c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u53d1\u5e03\u8005\u5f3a\u8c03\u4ea7\u54c1\u5c06\u76d1\u7ba1\u6587\u6863\u89c6\u4e3a\u7cfb\u7edf\u8fdb\u884c\u7ba1\u7406\uff0c\u4ef7\u503c\u5728\u4e8e\u907f\u514d\u56e0\u4e0d\u4e00\u81f4\u5bfc\u81f4\u7684\u5ba1\u6279\u5ef6\u8fdf\u3002\u7528\u6237\u8bc4\u8bba\u9ad8\u5ea6\u8ba4\u53ef\u5176\u201c\u9ad8\u98ce\u9669\u6587\u6863\u201d\u7684\u5b9a\u4f4d\uff0c\u6307\u51faAI\u5e7b\u89c9\u5728\u6b64\u9886\u57df\u662f\u5408\u89c4\u98ce\u9669\uff0c\u800c\u975e\u7b80\u5355\u9519\u8bef\uff0c\u5e76\u8d5e\u8d4f\u6f14\u793a\u89c6\u9891\u8d28\u91cf\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 Raycaster\u5207\u5165\u7684\u5e76\u975e\u6cdbAI\u5199\u4f5c\u7684\u7ea2\u6d77\uff0c\u800c\u662f\u7cbe\u51c6\u523a\u5411\u751f\u547d\u79d1\u5b66\u76d1\u7ba1\u6587\u6863\u8fd9\u4e00\u201c\u6df1\u6c34\u533a\u201d\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u751f\u6210\u6587\u5b57\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e00\u4e2a\u786e\u4fdd\u6570\u767e\u4efd\u9879\u76ee\u6587\u4ef6\u95f4\u903b\u8f91\u3001\u5f15\u7528\u4e0e\u7248\u672c\u4e00\u81f4\u6027\u7684\u201c\u540c\u6b65\u7cfb\u7edf\u201d\u3002\u8fd9\u76f4\u6307\u884c\u4e1a\u6700\u9690\u79d8\u7684\u75db\u70b9\uff1a\u79d1\u5b66\u8fdb\u5c55\u4e0e\u6587\u6863\u51c6\u5907\u7684\u901f\u5ea6\u8131\u8282\uff0c\u540e\u8005\u5f80\u5f80\u56e0\u4eba\u4e3a\u9519\u8bef\u548c\u590d\u6742\u4f9d\u8d56\u6210\u4e3a\u5ba1\u6279\u74f6\u9888\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u6587\u6863\u201d\u4ece\u201c\u6587\u4ef6\u201d\u63d0\u5347\u4e3a\u201c\u7cfb\u7edf\u201d\u7684\u89c6\u89d2\u662f\u6df1\u523b\u7684\u3002\u5728\u836f\u7269\u7533\u62a5\u7b49\u573a\u666f\u4e2d\uff0c\u4e00\u4efdModule 2\u7684\u4fee\u6539\u53ef\u80fd\u7275\u52a8\u6570\u5341\u5904Module 3\u7684\u5f15\u7528\u4e0e\u6570\u636e\u8868\uff0c\u4f20\u7edf\u57fa\u4e8e\u90ae\u4ef6\u548c\u6587\u4ef6\u5939\u7684\u534f\u4f5c\u5982\u540c\u8d70\u94a2\u4e1d\u3002Raycaster\u8bd5\u56fe\u7528\u7ed3\u6784\u5316\u7684\u4f9d\u8d56\u7ba1\u7406\u548c\u8ffd\u8e2a\u6765\u89e3\u51b3\u6b64\u95ee\u9898\uff0c\u5176\u771f\u6b63\u7684\u5bf9\u624b\u6216\u8bb8\u4e0d\u662f\u5176\u4ed6AI\u5de5\u5177\uff0c\u800c\u662fSharePoint\u3001Veeva Vault\u6216\u4e00\u7cfb\u5217\u672c\u5730Excel\u8868\u683c\u7ec4\u6210\u7684\u8106\u5f31\u751f\u6001\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\u662f\u4fe1\u4efb\u4e0e\u4e60\u60ef\u3002\u76d1\u7ba1\u63d0\u4ea4\u5bb9\u9519\u7387\u6781\u4f4e\uff0cAI\u7684\u4efb\u4f55\u201c\u8f85\u52a9\u201d\u90fd\u53ef\u80fd\u88ab\u5ba1\u67e5\u673a\u6784\u5ba1\u89c6\u3002\u4ea7\u54c1\u5fc5\u987b\u8bc1\u660e\u5176\u201c\u5dee\u5f02\u611f\u77e5\u7f16\u8f91\u201d\u548c\u201c\u53ef\u8ffd\u6eaf\u5f15\u7528\u201d\u7684\u53ef\u9760\u6027\u8fdc\u8d85\u4eba\u7c7b\u76ee\u68c0\uff0c\u5e76\u9700\u878d\u5165\u73b0\u6709\u4e25\u683c\u7684SOP\uff08\u6807\u51c6\u64cd\u4f5c\u7a0b\u5e8f\uff09\u3002\u7528\u6237\u8bc4\u8bba\u70b9\u51fa\u8981\u5bb3\uff1a\u5728\u8fd9\u91cc\uff0cAI\u5e7b\u89c9\u662f\u201c\u5408\u89c4\u98ce\u9669\u201d\uff0c\u8fd9\u8981\u6c42Raycaster\u7684AI\u884c\u4e3a\u5fc5\u987b\u662f\u9ad8\u5ea6\u786e\u5b9a\u3001\u53ef\u89e3\u91ca\u4e14\u53ef\u5ba1\u8ba1\u7684\uff0c\u800c\u975e\u9ed1\u7bb1\u5f0f\u7684\u201c\u521b\u4f5c\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5982\u679c\u6210\u529f\uff0c\u5b83\u7684\u5546\u4e1a\u6a21\u5f0f\u5c06\u8fdc\u8d85\u8ba2\u9605\u8d39\uff0c\u800c\u662f\u6210\u4e3a\u5173\u952e\u57fa\u7840\u8bbe\u65bd\uff0c\u6309\u201c\u51cf\u5c11\u7684\u8fd4\u5de5\u6210\u672c\u201d\u548c\u201c\u52a0\u901f\u7684\u4e0a\u5e02\u65f6\u95f4\u201d\u6765\u5b9a\u4ef7\u3002\u4f46\u8fd9\u6761\u8def\u6ce8\u5b9a\u8270\u96be\uff0c\u9700\u8981\u6df1\u539a\u7684\u9886\u57df\u77e5\u8bc6\u3001\u5bf9\u76d1\u7ba1\u903b\u8f91\u7684\u5d4c\u5165\uff0c\u4ee5\u53ca\u5efa\u7acb\u4e0e\u76d1\u7ba1\u673a\u6784\u7684\u4e8b\u5b9e\u4e92\u4fe1\u3002\u5b83\u4e0d\u662f\u5728\u7528AI\u201c\u5199\u6587\u6863\u201d\uff0c\u800c\u662f\u5728\u5c1d\u8bd5\u7528AI\u201c\u7f16\u7801\u201d\u76d1\u7ba1\u903b\u8f91\u672c\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\">Raycaster<\/span>\n <\/div>\n<div class=\"comment-content\">Raycaster keeps protocols, reports, Module 2\/3, and quality docs in sync with the science. Your drug development teams ship stronger submissions with far less rework.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<\/p>\n<p>Excited to share <strong>Raycaster<\/strong> with the community today \ud83d\ude80<\/p>\n<\/p>\n<p>I\u2019ve been closely involved with this launch and had the chance to see the product evolve from early internal workflows to what it is now. What really stood out to me is how Raycaster treats regulatory and drug-development documents like a true system, not just isolated files.<\/p>\n<\/p>\n<p>Instead of one-off AI drafting, it works at a project level across hundreds of PDFs, Word, Excel, and PowerPoint files, keeping dependencies, citations, and versions in sync. In industries where a single inconsistency can delay approvals or trigger rework, this approach genuinely matters.<\/p>\n<\/p>\n<p>From diff-aware edits to traceable citations and version control that actually makes sense for regulatory teams, Raycaster feels purpose-built for high-stakes document workflows rather than a generic AI wrapper.<\/p>\n<\/p>\n<p>Huge credit to the team for tackling a problem most people underestimate: the documents are often the bottleneck, not the science.<\/p>\n<\/p>\n<p>Would love to hear feedback, questions, or real-world use cases from the PH community \ud83d\ude4c<\/p>\n<p>Happy to help clarify anything in the comments!<\/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\/@prakash_sharma15\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@prakash_sharma15<\/a> The distinction of “high-stakes documents” is critical here. In regulatory affairs, an AI hallucination isn’t just a typo; it’s a compliance risk that can delay a launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@prakash_sharma15\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@prakash_sharma15<\/a> congrats on the launch. One of the coolest demo videos on PH \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n 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