Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-18<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-04-18<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SZZJSUNKYCUDEH\" class=\"app-title\">Claude Design by Anthropic Labs<\/a><\/p>\n<div class=\"one-liner\">Make prototypes, slides & one-pagers by talking to Claude<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">409<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u5bf9\u8bdd\u5f0fAI\u5c06\u60f3\u6cd5\u5feb\u901f\u8f6c\u5316\u4e3a\u7cbe\u7f8e\u539f\u578b\u3001\u6f14\u793a\u6587\u7a3f\u53ca\u8425\u9500\u9875\u9762\u7684\u8bbe\u8ba1\u5de5\u5177\uff0c\u4e3b\u8981\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u3001\u521b\u59cb\u4eba\u548c\u5e02\u573a\u4eba\u5458\u5728\u7f3a\u4e4f\u4e13\u4e1a\u8bbe\u8ba1\u6280\u80fd\u6216\u65f6\u95f4\u7684\u60c5\u51b5\u4e0b\uff0c\u52a0\u901f\u4ece\u6982\u5ff5\u5230\u89c6\u89c9\u4ea7\u51fa\u7684\u5de5\u4f5c\u6d41\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac3fc854-888e-439b-9fd9-1cdb8029c32e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/50468a03-fc45-4990-acbf-a8346cfa747b.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\/70ac784b-7126-43b2-be02-441bbaafb5ed.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ade87729-20ea-4e31-9d3f-3ae52409e406.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f1e73198-3bbb-4846-acaa-de80b3fd6cf2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e23a74b9-dbb7-4d22-9166-27da31611f79.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/db40c9d3-ced8-4165-b87a-4a10d66d5ca3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d76c66a-d6b3-47ce-bb40-26b8f86ef320.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9701897d-5cb8-486c-b3dd-1a198d89283a.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\/0812b61a-1a16-4eeb-bbab-ca3c0c0f1baa.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/t_LBECIQQqs\"><source src=\"https:\/\/youtu.be\/t_LBECIQQqs\" 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\">Design Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0f\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u4e00\u81f4\u6027<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u51fa\u56fe<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7269\u6599\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u52a0\u901f<\/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\u751f\u6210\u901f\u5ea6\u548c\u521b\u610f\u6fc0\u53d1\u80fd\u529b\uff0c\u5c24\u5176\u8d5e\u8d4f\u8bbe\u8ba1\u7cfb\u7edf\u81ea\u52a8\u5e94\u7528\u529f\u80fd\u3002\u4e3b\u8981\u69fd\u70b9\u96c6\u4e2d\u5728\u9ad8\u6602\u7684Token\u6d88\u8017\uff08\u5feb\u901f\u8017\u5c3d\u5468\u9650\u989d\uff09\u548c\u90e8\u5206\u4ea4\u4e92\u7ec6\u8282\uff08\u5982\u62d6\u62fd\uff09\u4e0d\u5b8c\u5584\u3002\u7528\u6237\u4ea6\u5173\u6ce8\u4e0eFigma\/Canva\u7684\u96c6\u6210\u3001\u54c1\u724c\u4e00\u81f4\u6027\u4fdd\u6301\u80fd\u529b\u53ca\u6210\u672c\u6548\u76ca\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 Claude Design\u5e76\u975e\u610f\u5728\u53d6\u4ee3Figma\u7b49\u4e13\u4e1a\u8bbe\u8ba1\u8f6f\u4ef6\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u5165\u201c\u524d\u8bbe\u8ba1\u9636\u6bb5\u201d\u7684\u7a7a\u767d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u4f5c\u4e3a\u201c\u521b\u610f\u52a0\u901f\u5bfc\u7ba1\u201d\uff0c\u901a\u8fc7\u964d\u4f4e\u7ed3\u6784\u5316\u8f93\u5165\u95e8\u69db\uff08\u7528\u5bf9\u8bdd\u66ff\u4ee3\u624b\u52a8\u62d6\u62fd\uff09\uff0c\u5c06\u6a21\u7cca\u7684\u60f3\u6cd5\u77ac\u95f4\u5177\u8c61\u5316\uff0c\u89e3\u51b3\u4e86\u4ece\u201c\u8111\u4e2d\u6982\u5ff5\u201d\u5230\u201c\u53ef\u89c6\u521d\u7a3f\u201d\u8fd9\u4e00\u6700\u9ad8\u8ba4\u77e5\u8d1f\u8377\u73af\u8282\u7684\u6548\u7387\u75db\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u53cc\u91cd\u6311\u6218\u3002\u5176\u4e00\uff0c\u5546\u4e1a\u6a21\u5f0f\u4e0e\u7528\u6237\u4f53\u9a8c\u5b58\u5728\u5185\u5728\u77db\u76fe\uff1a\u4f5c\u4e3a\u91cd\u5ea6\u4f9d\u8d56\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5de5\u5177\uff0c\u5176\u5f15\u4ee5\u4e3a\u50b2\u7684\u201c\u5bf9\u8bdd\u5f0f\u8fed\u4ee3\u201d\u4e0e\u201c\u9ad8\u4fdd\u771f\u8f93\u51fa\u201d\u5fc5\u7136\u4f34\u968f\u9ad8\u6602\u7684Token\u6210\u672c\uff0c\u8fd9\u4e0e\u7528\u6237\u671f\u5f85\u7684\u201c\u9ad8\u9891\u3001\u4f4e\u6210\u672c\u5b9e\u9a8c\u201d\u5f62\u6210\u76f4\u63a5\u51b2\u7a81\u3002\u65e9\u671f\u91c7\u7528\u8005\u201c\u4e00\u5c0f\u65f6\u8017\u5c3d\u5468\u9650\u989d\u201d\u7684\u53cd\u9988\uff0c\u63ed\u793a\u4e86\u5176\u4ece\u60ca\u8273Demo\u5230\u65e5\u5e38\u751f\u4ea7\u5de5\u5177\u4e4b\u95f4\u7684\u5de8\u5927\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4e8c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u81ea\u52a8\u5e94\u7528\u8bbe\u8ba1\u7cfb\u7edf\u201d\u662f\u4ef7\u503c\u9ad8\u5730\uff0c\u4e5f\u662f\u98ce\u9669\u96f7\u533a\u3002\u5728\u52a8\u6001\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e25\u683c\u7684\u54c1\u724c\u89c4\u8303\uff0c\u6280\u672f\u4e0a\u8fd1\u4e4e\u4e8e\u8981\u6c42AI\u5728\u53d1\u6563\u4e0e\u6536\u655b\u95f4\u7cbe\u51c6\u5e73\u8861\u3002\u4efb\u4f55\u5fae\u5c0f\u7684\u201c\u98ce\u683c\u5e7b\u89c9\u201d\u6216\u7ec4\u4ef6\u6f02\u79fb\uff0c\u90fd\u4f1a\u5bfc\u81f4\u4ea7\u51fa\u7269\u4e0d\u53ef\u7528\uff0c\u53cd\u800c\u589e\u52a0\u540e\u671f\u4fee\u6b63\u6210\u672c\u3002\u8fd9\u8981\u6c42\u5176\u5e95\u5c42AI\u5fc5\u987b\u5177\u5907\u8fdc\u8d85\u5f53\u524d\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u3001\u5bf9\u8bbe\u8ba1\u89c4\u5219\u7684\u6df1\u5ea6\u7ed3\u6784\u5316\u7406\u89e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662fAnthropic\u5c06Claude\u4ece\u201c\u804a\u5929\u5927\u8111\u201d\u5411\u201c\u4e13\u4e1a\u667a\u80fd\u4f53\u201d\u62d3\u5c55\u7684\u5173\u952e\u4e00\u6b65\u3002\u5b83\u8bd5\u56fe\u5c06AI\u7684\u53d9\u4e8b\u80fd\u529b\u4e0e\u8bbe\u8ba1\u903b\u8f91\u6346\u7ed1\u9500\u552e\u3002\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8e\u751f\u6210\u4e86\u591a\u5c11\u5f20\u6f02\u4eae\u56fe\u7247\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6210\u4e3a\u56e2\u961f\u8bbe\u8ba1\u6d41\u7a0b\u4e2d\u53ef\u4fe1\u8d56\u7684\u201c\u7b2c\u4e00\u7a3f\u5408\u4f5c\u4f19\u4f34\u201d\uff0c\u5e76\u6700\u7ec8\u901a\u8fc7\u7a33\u5b9a\u7684\u4ea7\u51fa\u8d28\u91cf\u4e0e\u53ef\u63a7\u7684\u6210\u672c\uff0c\u8bc1\u660e\u5176ROI\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u4ee4\u4eba\u60ca\u53f9\u5374\u96be\u4ee5\u627f\u8f7d\u9ad8\u9891\u5de5\u4f5c\u6d41\u7684\u201cAI\u73a9\u5177\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\">Claude Design by Anthropic Labs<\/span>\n <\/div>\n<div class=\"comment-content\">Claude Design by Anthropic is an AI-powered design tool that turns ideas into polished visuals through simple prompts. Create prototypes, decks, and marketing assets, refine them via conversation, and export anywhere. It speeds up design workflows, ensures brand consistency, and enables designers, founders, and marketers to go from concept to execution faster.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve tried this and found that I can create a marketing video from reading my codebase in 10 minutes. \ud83e\udd14 But just to do this, it costs me 46% of my weekly limit. \ud83d\ude02<\/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><a href=\"https:\/\/claude.ai\/design\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Claude Design by Anthropic Labs<\/strong><\/a><strong> is a big step toward AI-powered creative workflows \ud83d\udc47<\/strong><\/p>\n<\/p>\n<p><strong>What it is: <\/strong>A collaborative AI design tool to create polished visuals like prototypes, decks, landing pages, and more<\/p>\n<\/p>\n<p><strong>Problem \u2192 Solution:<\/strong><\/p>\n<ul>\n<li>\n<p>Design is time-consuming and requires expertise<\/p>\n<\/li>\n<li>\n<p>Claude lets you describe ideas and iteratively refine them through conversation<\/p>\n<\/li>\n<\/ul>\n<p><strong>What\u2019s different:<\/strong><\/p>\n<ul>\n<li>\n<p>Conversational design workflow<\/p>\n<\/li>\n<li>\n<p>Real-time editing with inline feedback<\/p>\n<\/li>\n<li>\n<p>Automatic application of your team\u2019s design system for consistent outputs<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key features:<\/strong><\/p>\n<ul>\n<li>\n<p>Prompt-to-design generation<\/p>\n<\/li>\n<li>\n<p>Inline comments and direct edits<\/p>\n<\/li>\n<li>\n<p>Adjustable controls (spacing, color, layout)<\/p>\n<\/li>\n<li>\n<p>Import from docs, images, or codebases<\/p>\n<\/li>\n<li>\n<p>Team collaboration and shared workspaces<\/p>\n<\/li>\n<li>\n<p>Export to PPTX, HTML, Canva<\/p>\n<\/li>\n<\/ul>\n<p><strong>Benefits:<\/strong><\/p>\n<ul>\n<li>\n<p>Faster iteration and experimentation<\/p>\n<\/li>\n<li>\n<p>No design expertise required<\/p>\n<\/li>\n<li>\n<p>Consistent, on-brand outputs<\/p>\n<\/li>\n<li>\n<p>Smooth handoff from design to development<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for & use cases: <\/strong>Designers, PMs, founders, and marketers for wireframes, pitch decks, landing pages, marketing assets, and interactive prototypes.<\/p>\n<\/p>\n<p>Feels like a strong bridge between <strong>idea \u2192 design \u2192 execution<\/strong>.<\/p>\n<\/p>\n<p>I and <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> co-hunt today.<\/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>Excited to discover and share this BIG update with the PH community alongside you <a href=\"https:\/\/www.producthunt.com\/@byalexai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a>. <\/p>\n<p>This was an obvious direction for Claude because it was technically good, but lacked design sense. This launch bridges that gap. <\/p>\n<p>Anthropic CPO left <a href=\"https:\/\/www.producthunt.com\/products\/figma\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"figma\" target=\"_blank\" rel=\"noopener\">@Figma<\/a>\u2019s board before this competing product rolled out. We will continue to watch the big tech drama unfold. <\/p>\n<p>What I am most excited about this update is ability to export to Canva and edit AI designs further. It is going to be such a joy designing stuff! \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <a href=\"https:\/\/www.producthunt.com\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> How well does it handle brand voice consistency when generating copy alongside visuals? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <a href=\"https:\/\/www.producthunt.com\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> How well does Claude Design stick to custom brand kits during iterative convos; does it hallucinate styles or stay locked in?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great tool, love it, ate my weekly usage in 1h (I only managed to setup the design system)<\/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\">Tried this already and prototyping really does feel much faster here \u2013 I was able to put together a pretty complete app concept, including animations, and it felt surprisingly smooth. There are still a few rough edges to polish. For example, I couldn\u2019t figure out an easy drag-and-drop flow for moving objects around in the design, though I may just have missed it. But those feel more like fixable product details than core limitations. Overall, this makes the jump from idea to prototype feel much smaller.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have a question….Would this be capable of creating a walkthrough to a newly created app? And if so, can Claude Code leverage Claude Design for this task, through an available MCP?<\/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>I’ve answered this myself. I was able to create a fairly interactive walkthrough using screenshots. It did a rather impressive work. Absolutely love it. Unfortunately, the limits are not enough. It’s already using extra credit off my account and I’m on the Max Plan <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b7fe5dbd-e161-415f-8ff6-03238f59e397.gif?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@leroy_price do you have a link? I would love to see the walkthrough.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Each day there’s a new Anthropic surprise!! Thanks for that! <\/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>honestly the design system auto-apply is the part that gets me most excited here. been prototyping landing pages with Claude for a while now and the biggest pain was always manually fixing brand colors and spacing after generation. if this actually learns your team’s tokens and applies them consistently that’s a massive time save. curious how it handles edge cases tho – like does it respect component-level overrides or just global styles?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, can this send my creation to Figma so I can make adjustments there and then send it back to Claude?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 heard it uses double tokens compared to working with Claude Code via Figma MCP. What are the main benefits of this? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XZ6FWTP6WVUMEE\" class=\"app-title\">Notebooks in Gemini<\/a><\/p>\n<div class=\"one-liner\">Keep every project, chat, and file in one focused space<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">244<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5728Gemini AI\u4e2d\u5f15\u5165\u7b14\u8bb0\u672c\u529f\u80fd\u7684\u4ea7\u54c1\uff0c\u4e3a\u9700\u8981\u7ba1\u7406\u591a\u9879\u76ee\u3001\u591a\u8d44\u6599\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u96c6\u4e2d\u3001\u6301\u4e45\u7684\u9879\u76ee\u7a7a\u95f4\uff0c\u89e3\u51b3\u4e86\u590d\u6742\u9879\u76ee\u4e2d\u804a\u5929\u8bb0\u5f55\u5206\u6563\u3001\u4e0a\u4e0b\u6587\u4e22\u5931\u3001\u6bcf\u6b21\u4f1a\u8bdd\u9700\u4ece\u5934\u5f00\u59cb\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71ebf4cc-0752-40d9-a373-ba87308d1cc4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/90a4aacb-8946-462f-949c-8467e0f33fdc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22c7e6e6-edf8-473c-b528-26c21773a796.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5613556e-cb1e-449b-8d1c-003703ef518b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f704867c-020d-48d6-b626-826db4ace188.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/129899bf-35f0-444f-849d-82d146d78598.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0e91ca74-fe1f-4d1a-b605-4bfe39ff62ab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d99dd234-750e-4db2-9b0c-5275e5b02289.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cec07f7e-4e78-440c-92b1-3fbda687ae6e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9040482-3ff0-421d-832c-ad8d18d98e70.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bbe3b7db-b07b-48d3-bc9c-d1038cd463e3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4120a27a-3925-44f5-8ca5-5bc3a05b2bcb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8dde738f-28c2-4950-a4c8-307806815892.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c5700274-f6f3-4f77-aadd-f18f976dd23c.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\/9bdc13e3-d44a-4b2d-9286-3b28538eec6e.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/u4fsy9FpTJM?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/u4fsy9FpTJM?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Education<\/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\">\u9879\u76ee\u7ec4\u7ec7<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u5f52\u6863<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b9a\u4e49\u6307\u4ee4<\/span><br \/>\n <span class=\"tag\">\u591a\u5e73\u53f0\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">NotebookLM\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Google AI<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u4ece\u201c\u804a\u5929\u7a97\u53e3\u201d\u8f6c\u53d8\u4e3a\u201c\u5de5\u4f5c\u7a7a\u95f4\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3aNotebookLM\u540c\u6b65\u548c\u81ea\u5b9a\u4e49\u6307\u4ee4\u662f\u4eae\u70b9\u3002\u4e3b\u8981\u62c5\u5fe7\u96c6\u4e2d\u4e8e\u957f\u671f\u4f7f\u7528\u540e\u4fe1\u606f\u6df7\u6742\u662f\u5426\u5f71\u54cdAI\u54cd\u5e94\u8d28\u91cf\uff0c\u4ee5\u53ca\u754c\u9762\u81ea\u5b9a\u4e49\u7a0b\u5ea6\u3002\u90e8\u5206\u7528\u6237\u5bf9Gemini\u4e0eNotebookLM\u7684\u6574\u5408\u611f\u5230\u81ea\u7136\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 Notebooks in Gemini \u8fdc\u4e0d\u6b62\u4e00\u4e2a\u529f\u80fd\u66f4\u65b0\uff0c\u5b83\u6807\u5fd7\u7740\u4e3b\u6d41AI\u52a9\u624b\u4ece\u201c\u5bf9\u8bdd\u5de5\u5177\u201d\u5411\u201c\u4e2a\u4eba\u77e5\u8bc6\u4e2d\u67a2\u201d\u7684\u6218\u7565\u8f6c\u578b\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u89e3\u51b3\u5f53\u524d\u751f\u6210\u5f0fAI\u7684\u6838\u5fc3\u7f3a\u9677\u2014\u2014\u8bb0\u5fc6\u788e\u7247\u5316\u4e0e\u4e0a\u4e0b\u6587\u5272\u88c2\u3002\u901a\u8fc7\u201c\u7b14\u8bb0\u672c\u201d\u8fd9\u4e00\u9ad8\u5ea6\u9690\u55bb\u73b0\u5b9e\u7684\u5bb9\u5668\uff0c\u5b83\u5c06\u79bb\u6563\u7684\u5bf9\u8bdd\u3001\u4e0a\u4f20\u7684\u6587\u4ef6\u548c\u7528\u6237\u610f\u56fe\u5c01\u88c5\u4e3a\u53ef\u5ef6\u7eed\u3001\u53ef\u8fed\u4ee3\u7684\u201c\u9879\u76ee\u201d\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e3aAI\u6784\u5efa\u957f\u671f\u8bb0\u5fc6\u4f53\u548c\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u4e4b\u4e0b\u6f5c\u85cf\u6df1\u5c42\u6311\u6218\u3002\u9996\u5148\uff0c\u5b83\u52a0\u5267\u4e86Google\u81ea\u8eab\u4ea7\u54c1\u7684\u5185\u8017\uff1a\u4e0eNotebookLM\u7684\u201c\u81ea\u52a8\u540c\u6b65\u201d\u5728\u63d0\u4f9b\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u4e5f\u6a21\u7cca\u4e86\u4e8c\u8005\u5b9a\u4f4d\uff0c\u8fd9\u66f4\u50cf\u662f\u4e3aNotebookLM\u5bfc\u6d41\u7684\u6865\u6881\uff0c\u800c\u975e\u7eaf\u7cb9\u7684\u529f\u80fd\u589e\u5f3a\u3002\u5176\u6b21\uff0c\u201c\u9879\u76ee\u7a7a\u95f4\u201d\u7684\u6784\u60f3\u7f8e\u597d\uff0c\u4f46AI\u5bf9\u6df7\u6742\u3001\u6f14\u8fdb\u4fe1\u606f\u7684\u7406\u89e3\u4e0e\u63d0\u70bc\u80fd\u529b\u4ecd\u662f\u9ed1\u7bb1\u3002\u8bc4\u8bba\u4e2d\u201c\u51e0\u5468\u540e\u662f\u5426\u4ecd\u4fdd\u6301\u654f\u9510\u201d\u7684\u8d28\u7591\u76f4\u51fb\u8981\u5bb3\uff1a\u5f53\u7b14\u8bb0\u672c\u5185\u5806\u53e0\u5927\u91cf\u4fe1\u606f\u65f6\uff0cAI\u662f\u80fd\u7cbe\u51c6\u8c03\u7528\u76f8\u5173\u77e5\u8bc6\uff0c\u8fd8\u662f\u4f1a\u88ab\u201c\u566a\u97f3\u201d\u5e72\u6270\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\uff1f\u8fd9\u8003\u9a8c\u7740\u5e95\u5c42\u6a21\u578b\u7684\u68c0\u7d22\u3001\u5173\u8054\u4e0e\u9057\u5fd8\u673a\u5236\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6700\u540e\uff0c\u5176\u73b0\u9636\u6bb5\u7ed1\u5b9a\u9ad8\u7aef\u8ba2\u9605\u7528\u6237\uff08Ultra\/Pro\/Plus\uff09\uff0c\u867d\u5c5e\u5546\u4e1a\u5e38\u6001\uff0c\u5374\u53ef\u80fd\u5c06\u6700\u5177\u63a2\u7d22\u6b32\u548c\u521b\u9020\u529b\u7684\u514d\u8d39\u7528\u6237\u7fa4\u4f53\u6321\u5728\u95e8\u5916\uff0c\u4e0d\u5229\u4e8e\u5f62\u6210\u591a\u6837\u5316\u7684\u771f\u5b9e\u7528\u4f8b\u53cd\u9988\u3002\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u65b9\u5411\u6b63\u786e\u3001\u4f46\u8003\u9a8c\u957f\u671f\u5de5\u7a0b\u4e0e\u7b97\u6cd5\u529f\u529b\u7684\u529f\u80fd\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u201c\u6709\u65e0\u201d\uff0c\u800c\u53d6\u51b3\u4e8e\u201c\u591a\u667a\u80fd\u201d\u3002\u5982\u679c\u6700\u7ec8\u53ea\u662f\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u804a\u5929\u6587\u4ef6\u5939\uff0c\u800c\u975e\u771f\u6b63\u7406\u89e3\u9879\u76ee\u8109\u7edc\u7684\u667a\u80fd\u4f19\u4f34\uff0c\u5176\u5438\u5f15\u529b\u5c06\u5927\u6253\u6298\u6263\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\">Notebooks in Gemini<\/span>\n <\/div>\n<div class=\"comment-content\">Now with Notebooks in Gemini, you get a dedicated space to organize chats, files, and PDFs by project. Add custom instructions, sync with NotebookLM, and let Gemini use your sources alongside web search. Rolling out to Ultra, Pro, and Plus users now.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Gemini just became a proper workspace, not just a chat window. <\/strong><\/p>\n<\/p>\n<p><strong>The problem:<\/strong> The more you use Gemini for complex projects, the harder it is to keep everything organized \u2014 chats scatter, context gets lost, and you start every session from scratch.<\/p>\n<\/p>\n<p><strong>The solution:<\/strong> Notebooks give you a dedicated, persistent space per project where Gemini remembers your sources, files, and past conversations.<\/p>\n<\/p>\n<p><strong>What stands out:<br \/>\ud83d\udcd3 New notebook per project:<\/strong> No losing context across chats, keep everything in one focused space<br \/><strong>\ud83d\udcac Move past chats in<\/strong>: Bring existing conversations into a notebook so nothing gets left behind<br \/><strong>\ud83d\udcc4 Add documents as sources:<\/strong> Gemini uses them alongside web search for more better responses<br \/><strong>\u2699\ufe0f Custom instructions per notebook:<\/strong> Tailor how Gemini responds to each specific project or topic<br \/><strong>\ud83d\udd17 Syncs with NotebookLM automatically:<\/strong> Sources in Gemini appear in NotebookLM & vice versa<br \/><strong>\ud83c\udfac Unlock NotebookLM features from Gemini<\/strong>: Use Video Overviews, Infographics, and more<br \/><strong>\ud83d\udcda More sources on higher plans:<\/strong> Tackle bigger, longer-running projects without hitting limits<\/p>\n<\/p>\n<p>Rolling out now to Google AI Ultra, Pro, and Plus subscribers on web. Mobile, Europe, and free users coming in the next few weeks.<\/p>\n<\/p>\n<p><strong>Perfect for students, researchers, and anyone managing multiple ongoing projects who needs Gemini to actually remember what they’re working on.<\/strong><\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> For PH makers juggling launches + personal threads, does this finally make Gemini a daily driver over Notion AI? What’s your first notebook use case?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> What I like here is not the feature itself, but what it changes. It turns Gemini from a place you \u201cvisit\u201d into a place where work actually lives. That\u2019s a big difference.<\/p>\n<\/p>\n<p>At the same time, I wonder how this behaves after a few weeks of real usage. When a notebook starts filling up with mixed inputs, old assumptions, and evolving context, does it still stay sharp, or does it slowly become harder to reason with over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Proper organization is always my biggest worry when dealing with extensive projects. Will the stylization be fully customizable?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Super excited to see two of the tools I used heavily – coming together. To be honest, now it feels like why they were two different products at all? Organizing my chats got into a whole different game 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The NotebookLM sync is the killer feature here honestly. I’ve been using NotebookLM for research and Gemini for quick questions separately, and having sources flow between them automatically removes a ton of friction. The per-notebook custom instructions is smart too – my coding project needs completely different Gemini behavior than my reading notes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WKRH3BFRV2GAAC\" class=\"app-title\">CraftBot<\/a><\/p>\n<div class=\"one-liner\">Self-hosted proactive AI assistant that lives locally<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">233<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CraftBot\u662f\u4e00\u6b3e\u672c\u5730\u81ea\u6258\u7ba1\u7684\u4e3b\u52a8\u5f0fAI\u52a9\u624b\uff0c\u80fd\u5728\u4e2a\u4eba\u7535\u8111\u4e0a7×24\u5c0f\u65f6\u8fd0\u884c\uff0c\u901a\u8fc7\u81ea\u4e3b\u89e3\u8bfb\u4efb\u52a1\u3001\u89c4\u5212\u5e76\u6267\u884c\u884c\u52a8\u6765\u5e2e\u52a9\u7528\u6237\u8fbe\u6210\u65e5\u5e38\u4e0e\u957f\u671f\u76ee\u6807\uff0c\u89e3\u51b3\u4e86\u4e91\u7aefAI\u4ee3\u7406\u6210\u672c\u9ad8\u3001\u8bbe\u7f6e\u590d\u6742\u4e14\u9690\u79c1\u987e\u8651\u591a\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e0857c3d-76a5-4b40-8025-5c17a11c0eb2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96c7e516-f761-4de7-b422-82121b75af61.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3a4fcf5c-1e54-4637-8fd8-0a2a0ec55d5b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a68adbc5-ec71-4dcc-b356-553c6d0d8de4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/be2b2bc7-d106-464e-95c4-e1f08a191e16.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/69e5a65b-e26e-447d-a3da-b7684a9dc0fd.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\/fdcfa7d0-6c14-4cb1-98ee-3cff45c40386.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/HBoO0H24v6g\"><source src=\"https:\/\/youtu.be\/HBoO0H24v6g\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u672c\u5730AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4e3b\u52a8\u5f0f\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u81ea\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u578b\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u4ee3\u7406\u6846\u67b6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u64cd\u4f5c\u7cfb\u7edf<\/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\u6613\u8bbe\u7f6e\u3001\u672c\u5730\u8fd0\u884c\u5e26\u6765\u7684\u901f\u5ea6\u4e0e\u6210\u672c\u4f18\u52bf\u53ca\u9690\u79c1\u5b89\u5168\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5305\u62ec\uff1a\u4e0e\u4e91\u7aef\u4ee3\u7406\u7684\u6027\u80fd\u5bf9\u6bd4\u3001\u975e\u6280\u672f\u7528\u6237\u7684\u4e0a\u624b\u96be\u5ea6\u3001\u81ea\u5b9a\u4e49\u5de5\u5177\u96c6\u6210\u80fd\u529b\u3001\u79fb\u52a8\u7aef\u652f\u6301\u3001\u4ee5\u53ca\u4e3b\u52a8\u5efa\u8bae\u7684\u5b9e\u7528\u6027\u4e0e\u6253\u6270\u5ea6\u5e73\u8861\u3002\u5bf9\u9ed8\u8ba4\u6280\u80fd\u7684\u53ef\u9760\u6027\u5b58\u6709\u89c2\u5bdf\u6027\u7591\u95ee\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CraftBot\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u53c8\u4e00\u4e2aOpenClaw\u7684\u4eff\u5236\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u201c\u5b9e\u7528\u5316\u4e2a\u4ebaAI\u4ee3\u7406\u201d\u7684\u6fc0\u8fdb\u91cd\u6784\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5806\u780c\u7684150+\u6280\u80fd\u6216MCP\u652f\u6301\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u4ece\u5e95\u5c42\u89e3\u51b3\u5f53\u524dAI\u4ee3\u7406\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u9ad8\u6602\u7684\u4e91\u7aef\u4ea4\u4e92\u6210\u672c\u4e0e\u8fdf\u949d\u7684\u54cd\u5e94\u3001\u590d\u6742\u7684\u90e8\u7f72\u4e0e\u8106\u5f31\u7684\u5b89\u5168\u6027\u3001\u4ee5\u53ca\u88ab\u52a8\u54cd\u5e94\u4e0e\u771f\u6b63\u201c\u667a\u80fd\u201d\u534f\u52a9\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u901a\u8fc7\u575a\u5b9a\u7684\u672c\u5730\u4f18\u5148\u3001\u8fdb\u7a0b\u5185\u6267\u884c\u67b6\u6784\uff0c\u5b83\u76f4\u63a5\u5c06\u4e91\u7aef\u4ee3\u7406\u6700\u5927\u7684\u5f00\u9500\u2014\u2014\u6bcf\u6b21\u5de5\u5177\u8c03\u7528\u7684\u7f51\u7edc\u5e8f\u5217\u5316\u4e0e\u865a\u62df\u673a\u542f\u52a8\u6210\u672c\u2014\u2014\u964d\u4e3a\u96f6\u3002\u8fd9\u4e0d\u4ec5\u5173\u4e4e\u901f\u5ea6\u548c\u6210\u672c\uff0c\u66f4\u5173\u4e4e\u53ef\u884c\u6027\uff1a\u4f7f\u5f977×24\u5c0f\u65f6\u540e\u53f0\u76d1\u63a7\u4e0e\u89e6\u53d1\u6210\u4e3a\u7ecf\u6d4e\u4e0a\u53ef\u6301\u7eed\u7684\u6a21\u5f0f\uff0c\u8fd9\u662f\u5b9e\u73b0\u201c\u4e3b\u52a8\u6027\u201d\u7684\u6280\u672f\u57fa\u77f3\u3002\u5176\u201c\u68a6\u5883\u201d\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u5c3d\u7ba1\u5b9e\u73b0\u770b\u4f3c\u6734\u7d20\uff08\u6587\u4ef6\u5b58\u50a8+RAG\uff09\uff0c\u5374\u6307\u5411\u4e86AI\u4ee3\u7406\u4ece\u201c\u5931\u5fc6\u4f1a\u8bdd\u201d\u8d70\u5411\u6301\u7eed\u4e2a\u6027\u5316\u5b66\u4e60\u7684\u5fc5\u7ecf\u4e4b\u8def\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u540c\u6837\u51f8\u663e\u4e8e\u201c\u4e3b\u52a8\u201d\u4e8c\u5b57\u3002\u8bc4\u8bba\u4e2d\u201c\u5982\u4f55\u5e73\u8861\u5e2e\u52a9\u4e0e\u6253\u6270\u201d\u3001\u201c\u5982\u4f55\u786e\u4fdd\u5efa\u8bae\u53ef\u64cd\u4f5c\u201d\u7684\u7591\u95ee\uff0c\u76f4\u6307\u5f53\u524d\u4e3b\u52a8\u5f0f\u4ee3\u7406\u7684\u963f\u514b\u7409\u65af\u4e4b\u8e35\u3002CraftBot\u5c06\u590d\u6742\u7684\u4ee3\u7406\u5faa\u73af\uff08\u4ece\u63d0\u793a\u5230\u6267\u884c\uff09\u5f00\u6e90\uff0c\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u5b83\u5c06\u6700\u68d8\u624b\u7684\u201c\u667a\u80fd\u201d\u95ee\u9898\u2014\u2014\u89c4\u5212\u3001\u51b3\u7b56\u3001\u4eba\u673a\u534f\u4f5c\u8282\u594f\u2014\u2014\u4ea4\u7ed9\u4e86\u793e\u533a\u4e0e\u7528\u6237\u81ea\u8eab\u53bb\u8fed\u4ee3\u548c\u9002\u5e94\u3002\u8fd9\u9884\u793a\u7740\u4e00\u4e2a\u8d8b\u52bf\uff1a\u672a\u6765AI\u4ee3\u7406\u7684\u7ade\u4e89\uff0c\u5c06\u4e0d\u518d\u662f\u529f\u80fd\u5217\u8868\u7684\u7ade\u8d5b\uff0c\u800c\u662f\u5bf9\u7528\u6237\u5de5\u4f5c\u6d41\u6df1\u5ea6\u7406\u89e3\u3001\u65e0\u611f\u5d4c\u5165\u4ee5\u53ca\u4fe1\u4efb\u5efa\u7acb\u80fd\u529b\u7684\u8f83\u91cf\u3002CraftBot\u642d\u5efa\u4e86\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u7684\u64c2\u53f0\uff0c\u4f46\u64c2\u53f0\u4e0a\u771f\u6b63\u7684\u80dc\u8d1f\uff0c\u624d\u521a\u521a\u5f00\u59cb\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">CraftBot<\/span>\n <\/div>\n<div class=\"comment-content\">A self-hosted Proactive AI Assistant that lives inside your machine and works 24\/7 for your daily execution. It autonomously interprets tasks, plans actions, and executes them to achieve your goals. It learns your objectives, proactively helping you plan and initiate tasks to achieve your life goals. MCPs,Skills, and external App integrations are supported. The agent harness, from prompt to agentic loop, is under the MIT license. Try it out here! https:\/\/github.com\/CraftOS-dev\/CraftBot<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We started building CraftBot before OpenClaw went viral. Our goal is to create a proactive agent that actually works WELL. Different from the nanobot, MiniClaw, or other OpenClaw alternatives, CraftBot is built independently of OpenClaw. <\/p>\n<p>\ud83d\udfe0 <strong>CraftBot solves some of OpenClaw’s current pain points:<\/strong><\/p>\n<p>\u2705 <strong>Saves more tokens:<\/strong> smart action retrieval (dynamically loading tools that are required into the context) and task mode switching (simple tasks use fewer tokens, while more complex tasks receive additional tokens to maintain accuracy).<\/p>\n<p>\u2705 <strong>Simple to set up and use:<\/strong> clone the repo, run one command, and a browser interface launches. That’s it. (Python and Node.js required though!)<\/p>\n<p>\u2705 <strong>Proactive:<\/strong> a built-in planner that plans and initiates tasks for you, with your approval. CraftBot can be your life coach that help define goals, and help you work toward them. Different from heartbeat, this runs daily, weekly and monthly to propose proactive tasks, while the heartbeat is used only for recurring tasks.<\/p>\n<p>\u2705 <strong>Memory:<\/strong> every night 3AM, it “dreams” to consolidate the day’s events into preferences, mistakes, events, and long-term memory about your tasks and habits. Here is the implementation in detail: store events in <a href=\"http:\/\/EVENT.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">EVENT.md<\/a> -> read the events and put them in <a href=\"http:\/\/MEMORY.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">MEMORY.md<\/a> -> retrieve memory snippet with RAG -> agent reads the <a href=\"http:\/\/MEMORY.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">MEMORY.md<\/a> if the snippets are relevant.<\/p>\n<p><a href=\"http:\/\/FORMAT.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>FORMAT.md<\/strong><\/a><strong>:<\/strong> Agent sometimes outputs artifacts (PDF, Powerpoint) without consistency. We integrated <a href=\"http:\/\/FORMAT.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">FORMAT.md<\/a> into CraftBot, so it can follow a format and design schema when generating files.<\/p>\n<p><strong>Other features:<\/strong><\/p>\n<ul>\n<li>\n<p>MCP support<\/p>\n<\/li>\n<li>\n<p>150+ default skills (some from ClawHub)<\/p>\n<\/li>\n<li>\n<p>App integrations (Slack, Discord, Telegram, WhatsApp, Notion, Gmail, Outlook, and more)<\/p>\n<\/li>\n<li>\n<p>Multi-tasking<\/p>\n<\/li>\n<li>\n<p>Multi-mode UI: Browser, Terminal (deprecated soon), or CLI<\/p>\n<\/li>\n<li>\n<p>Model-agnostic (OpenAI, Anthropic, Google Gemini, and more)<\/p>\n<\/li>\n<li>\n<p>Local LLM (Ollama) and self-hosted<\/p>\n<\/li>\n<li>\n<p>CLI-anything support<\/p>\n<p>etc, etc<\/p>\n<\/li>\n<\/ul>\n<p>\ud83d\udccb <strong>What are early users using CraftBot for?<\/strong><\/p>\n<p>Outreach, lead sourcing, PM tasks (we rely on heavily internally), SEO analysis, vibe-coding from WhatsApp, and more…limited only by your imagination! (and the model you use).<br \/>There is no trick to it. Just tell CraftBot what you need as if you were talking to a fairy living inside your machine.<\/p>\n<\/p>\n<p>If you find issues using OpenClaw (Bad accuracy, token usage explodes, hard to set up), try CraftBot, a proactive agent that not only works, but works well.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tham_yikfoong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tham_yikfoong<\/a> one command to launch the browser ui? thank you. i spent three hours trying to get miniclaw dependencies to behave last week. really appreciate the focus on simple to set up for a local agent. support on the launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tham_yikfoong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tham_yikfoong<\/a> For PMs using this for outreach\/lead gen, how’s it handling the messy human part; like when leads ghost or need that nuanced follow-up only intuition catches? Does the memory system adapt to those “vibe checks” over time, or do you still need to babysit?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tham_yikfoong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tham_yikfoong<\/a> Many congratulations on the launch Tham and Koyuki. Looks exciting indeed. Do you already have a native mobile companion app to monitor and trigger tasks remotely? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 very cool, worth giving a try.<\/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>How does CraftBot compare performance-wise when running locally vs cloud-heavy agents?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@syed_shayanur_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_shayanur_rahman<\/a> CraftBot is faster and cheaper for desktop automation, personal workflows, and background monitoring.<strong> <\/strong>Tool calls (filesystem, shell, GUI automation via the browser\/CLI\/GUI adapters) execute in-process through the local action executor. No serialization, no HTTPS round-trip, no sandboxed VM spin-up per action. <br \/>Cloud agents pay that cost on every tool invocation, plus egress for any file or screen context they need to inspect. They also monitor compute when idle (file watchers, schedulers, long-running monitors) and so burn budget even while waiting; CraftBot’s event loop is effectively free at idle since it’s just a local Python process.<\/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 \ud83d\ude0a This feels like a strong foundation for personal automation ecosystems. I would like a visual workflow builder for tasks instead of only prompt-driven planning. <\/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\/@iamanantgupta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iamanantgupta<\/a> Thank you so much!! That’s a great idea. We don’t have that feature yet, but it is actually a planned feature. You have to stick around and see it happen!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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!!! This seems to be a horizontal agent helpful for managing ops, marketing and dev all together. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Apart from the MCP, could we also plug in custom tools or internal APIs??<\/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\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> Ahh yes you can! In app\/data\/action, create your own <em>action <\/em>with a decorator. Our agent will automatically register this as an action\/tool. Here is one example of the <em>grep_files <\/em>action:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3355ef19-bf1e-431f-b903-017ac84a374e.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Perhaps we should support easy creation of tools in the browser interface too! That will be a cool feature in the future. Hope that answer your question!<\/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>Congratulations on shipping. What\u2019s the most common use case users are adopting right now with CraftBot?<\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> Thank you! Have not conduct any survey yet, but from a small group of testers we know, they are using it to generate reports. Basically moving data from one place to another + compile them.<\/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>One of the coolest launch of the day! Btw what\u2019s the hardest unsolved problem in making proactive agents truly dependable day to day???<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Thanks!! I would say they are these two things: (1) How to make them less annoying and (2) actually suggest actionable tasks. Still trying to perfect them!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The biggest concern of openclaw is security reason, we can’t give admin access to openclaw so we have to setup it in vps and do our task which is to exhausted and irritating same i have concern with this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Onboarding might be overwhelming for non-technical users. Is there a guided template or tutorial to follow? Thanks in advance. <\/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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Thanks for the feedback! We are working on user playbook and documentation for that. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the low-config setup. But why did you exclude OpenRouter as a first-class provider?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joel_farthing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joel_farthing<\/a> Thanks! OpenRouter as provider is in our feature roadmap, still working on getting more providers out. Come back to check in a few more weeks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 look super exciting, but since it\u2019s local-first, how are you handling security and permissions when the agent executes tasks on behalf of the user?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>the self-hosted angle is what makes this stand out for me. been running a couple local AI setups and the biggest issue is always that they’re reactive – you gotta explicitly ask them stuff. a proactive assistant that watches your workflow and surfaces relevant info before you need it is genuinely different. love that it’s built with Claude Code too. how does it decide when to interrupt vs stay quiet? that balance between helpful and annoying is the hardest UX problem in proactive AI imo<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Local AI agent that plans ahead and doesn’t send your data anywhere \u2014 solid foundation. 150+ default skills sounds impressive until you start wondering how many actually work reliably. Worth testing either way. \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the idea of an AI that ‘dreams’ to keep track of and compartmentalize data it’s received the previous day. Is the time it does only at 3am or can you potentially change it to fit other timezones?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/WR3ZH43A3QLPNK\" class=\"app-title\">Is Your Site Agent-Ready? by Cloudflare<\/a><\/p>\n<div class=\"one-liner\">Scan your website to see how ready it is for AI agents. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">211<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cloudflare\u63a8\u51fa\u7684\u7f51\u7ad9\u626b\u63cf\u5de5\u5177\uff0c\u901a\u8fc7\u68c0\u6d4brobots.txt\u3001MCP\u3001OAuth\u7b49\u65b0\u5174\u534f\u8bae\u6807\u51c6\u7684\u5408\u89c4\u6027\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7f51\u7ad9\u4e3b\u5728AI\u667a\u80fd\u4f53\u65e5\u76ca\u666e\u53ca\u7684\u80cc\u666f\u4e0b\uff0c\u89e3\u51b3\u7f51\u7ad9\u5bf9AI\u4ee3\u7406\u4e0d\u517c\u5bb9\u3001\u96be\u4ee5\u88ab\u81ea\u52a8\u53d1\u73b0\u548c\u4ea4\u4e92\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f64c5caf-cd8a-4904-8b04-aa72ade1f656.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/99d05851-62ea-4594-bfb7-7d4898ddf141.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d603687-8664-453d-b5e0-fc43ce8cfa9f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/05578cd3-0858-4f93-a18f-ab926c327974.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6a564120-d8d7-4c75-bcdd-6319d1e220b0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/784237f2-7502-4776-a4ac-37239c184846.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1e790a7-4cf3-424f-9ed3-895667e6432a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SEO<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u517c\u5bb9\u6027\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u4ee3\u7406\u5c31\u7eea\u5ea6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u673a\u5668\u4eba\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u53ef\u8bbf\u95ee\u6027<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">Cloudflare<\/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\u5de5\u5177\u7684\u53ca\u65f6\u6027\u4e0e\u542f\u53d1\u6027\uff0c\u5c24\u5176\u5173\u6ce8MCP\u7aef\u70b9\u3001Markdown\u534f\u5546\u7b49\u65b0\u6982\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u626b\u63cf\u6df1\u5ea6\u662f\u9759\u6001\u68c0\u67e5\u8fd8\u662f\u52a8\u6001\u6a21\u62df\uff1b\u5982\u4f55\u533a\u5206\u4e0d\u540c\u7c7b\u578bAI\u4ee3\u7406\u7684\u6743\u9650\uff1b\u5bf9`llms.txt`\u7b49\u65b0\u5174\u6807\u51c6\u7684\u8986\u76d6\u5ea6\uff1b\u4ee5\u53ca\u4fee\u590d\u5efa\u8bae\u7684\u5177\u4f53\u7a0b\u5ea6\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 Cloudflare\u6b64\u6b21\u63a8\u51fa\u7684\u201cAgent-Ready Scanner\u201d\uff0c\u770b\u4f3c\u662f\u4e00\u4e2a\u6280\u672f\u5408\u89c4\u6027\u626b\u63cf\u5de5\u5177\uff0c\u5b9e\u5219\u662f\u4e00\u6b21\u5bf9\u4e0b\u4e00\u4ee3\u4e92\u8054\u7f51\u5165\u53e3\u7684\u7cbe\u51c6\u5361\u4f4d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7f57\u5217\u51e0\u4e2a\u534f\u8bae\u68c0\u67e5\u9879\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5b9a\u4e49\u5e76\u6807\u51c6\u5316\u201cAI\u53cb\u597d\u578b\u7f51\u7ad9\u201d\u7684\u6784\u6210\u8981\u4ef6\u2014\u2014\u5c06\u539f\u672c\u5206\u6563\u7684robots.txt\u3001MCP\u3001OAuth\u3001Agent Skills\u7b49\u534f\u8bae\u6574\u5408\u4e3a\u4e00\u4e2a\u53ef\u91cf\u5316\u7684\u201c\u5c31\u7eea\u5ea6\u201d\u6307\u6807\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u524d\u77bb\u6027\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\uff0c\u5f53AI\u667a\u80fd\u4f53\u4ece\u7b80\u5355\u7684\u4fe1\u606f\u6293\u53d6\u8f6c\u5411\u590d\u6742\u7684\u201c\u6d4f\u89c8\u3001\u4ea4\u4e92\u3001\u4ea4\u6613\u201d\u65f6\uff0c\u73b0\u6709\u7684\u3001\u4e3a\u4eba\u673a\u4ea4\u4e92\u8bbe\u8ba1\u7684Web\u57fa\u7840\u8bbe\u65bd\u5c06\u51fa\u73b0\u4e25\u91cd\u9519\u914d\u3002\u5de5\u5177\u68c0\u67e5\u7684\u201cMarkdown\u534f\u5546\u201d\u3001\u201c\u7ed3\u6784\u5316API\u7aef\u70b9\u201d\u7b49\u9879\u76ee\uff0c\u76f4\u6307\u672a\u6765AI\u4ee3\u7406\u66f4\u504f\u597d\u7ed3\u6784\u5316\u3001\u7b80\u6d01\u6570\u636e\u683c\u5f0f\u7684\u672c\u8d28\u9700\u6c42\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4f18\u5316\uff0c\u800c\u662f\u4e3a\u7f51\u7ad9\u589e\u52a0\u4e00\u4e2a\u9762\u5411\u673a\u5668\u7528\u6237\u7684\u65b0\u201c\u4ea4\u4e92\u5c42\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ece\u8bc4\u8bba\u66b4\u9732\u7684\u7591\u8651\u6765\u770b\uff0c\u4ea7\u54c1\u76ee\u524d\u53ef\u80fd\u4ecd\u5904\u4e8e\u201c\u5b9a\u4e49\u95ee\u9898\u201d\u9636\u6bb5\uff0c\u800c\u975e\u201c\u63d0\u4f9b\u95ed\u73af\u89e3\u51b3\u65b9\u6848\u201d\u3002\u7528\u6237\u5173\u5fc3\u7684\u52a8\u6001\u4ea4\u4e92\u6d4b\u8bd5\u3001\u7ec6\u7c92\u5ea6\u6743\u9650\u7ba1\u7406\u3001\u4fee\u590d\u65b9\u6848\u7684\u76f4\u63a5\u96c6\u6210\u7b49\uff0c\u90fd\u6697\u793a\u7740\u5f53\u524d\u5de5\u5177\u7684\u8bca\u65ad\u6df1\u5ea6\u548c\u4fee\u590d\u6307\u5bfc\u6027\u5c1a\u6709\u4e0d\u8db3\u3002\u66f4\u6df1\u523b\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5b83\u65e0\u610f\u4e2d\u89e6\u53ca\u4e86\u4e00\u4e2a\u4f26\u7406\u4e0e\u5546\u4e1a\u654f\u611f\u533a\uff1a\u6b63\u5982\u7528\u6237\u6240\u95ee\uff0c\u5728\u201c\u5e73\u8861AI\u53ef\u8bbf\u95ee\u6027\u4e0e\u5185\u5bb9\u4fdd\u62a4\u201d\u4ee5\u53ca\u201c\u7f51\u7ad9\u662f\u4e3a\u673a\u5668\u8fd8\u662f\u4e3a\u4eba\u8bbe\u8ba1\u201d\u7684\u8bae\u9898\u4e0a\uff0c\u5de5\u5177\u672c\u8eab\u65e0\u6cd5\u7ed9\u51fa\u7b54\u6848\uff0c\u5374\u8feb\u4f7f\u6bcf\u4e2a\u7f51\u7ad9\u4e3b\u5fc5\u987b\u76f4\u9762\u5b83\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u6781\u5177\u6218\u7565\u773c\u5149\u7684\u5e02\u573a\u6559\u80b2\u4ea7\u54c1\u3002Cloudflare\u901a\u8fc7\u964d\u4f4e\u201cAI\u5c31\u7eea\u201d\u7684\u8ba4\u77e5\u548c\u6280\u672f\u95e8\u69db\uff0c\u6b63\u5728\u6084\u7136\u63a8\u52a8\u5176\u57fa\u7840\u8bbe\u65bd\u4ece\u201c\u670d\u52a1\u4eba\u7c7b\u6d41\u91cf\u201d\u5411\u201c\u540c\u65f6\u670d\u52a1\u4eba\u7c7b\u4e0eAI\u667a\u80fd\u4f53\u6d41\u91cf\u201d\u7684\u8303\u5f0f\u8f6c\u53d8\uff0c\u65e8\u5728\u6210\u4e3a\u672a\u6765\u4eba\u673a\u5171\u878d\u7f51\u7edc\u7684\u57fa\u7840\u5c42\u5b88\u95e8\u4eba\u3002\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u68c0\u6d4b\u7b97\u6cd5\u7684\u6f14\u8fdb\uff0c\u66f4\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u6784\u5efa\u8d77\u56f4\u7ed5\u201cAI\u5c31\u7eea\u201d\u6807\u51c6\u7684\u5f00\u53d1\u8005\u751f\u6001\u4e0e\u5171\u8bc6\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\">Is Your Site Agent-Ready? by Cloudflare<\/span>\n <\/div>\n<div class=\"comment-content\">Cloudflare\u2019s Agent-Ready Scanner analyzes your website for AI compatibility across standards like robots.txt, MCP, OAuth, and agent protocols. Identify gaps, improve discoverability, and prepare your site for AI agents to browse, interact, and transact seamlessly.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really interesting launch! <a href=\"https:\/\/www.producthunt.com\/products\/cloudflare\" target=\"_blank\" rel=\"noopener\">@Cloudflare<\/a> launched a tool to scan and evaluate how \u201cagent-ready\u201d your website is for AI agents.<\/p>\n<\/p>\n<p><strong>Problem \u2192 Solution: <\/strong>As AI agents browse, interact, and transact online, most sites aren\u2019t optimized for them. This tool audits readiness across emerging standards and shows what to fix. <\/p>\n<\/p>\n<p><strong>What makes it different:<\/strong><\/p>\n<ul>\n<li>\n<p>Focused specifically on AI agent compatibility (not just SEO or performance)<\/p>\n<\/li>\n<li>\n<p>Covers new protocols like MCP, Agent Skills, and agentic commerce<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key features & benefits:<\/strong><\/p>\n<ul>\n<li>\n<p>Checks robots.txt, sitemap, and discovery signals<\/p>\n<\/li>\n<li>\n<p>Evaluates Markdown negotiation & content accessibility<\/p>\n<\/li>\n<li>\n<p>Reviews bot access control and AI bot rules<\/p>\n<\/li>\n<li>\n<p>Audits API, OAuth, and MCP readiness<\/p>\n<\/li>\n<li>\n<p>Provides actionable recommendations to improve<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for & use cases: <\/strong>Developers, founders, and site owners \u2192 optimize sites for AI agents, automation workflows, and future agent-driven commerce.<\/p>\n<\/p>\n<p>Read more here: <a href=\"https:\/\/blog.cloudflare.com\/agent-readiness\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/blog.cloudflare.com\/agent-readiness\/<\/a><\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> For B2B founders with gated content, what’s the smartest way to balance agent accessibility without leaking premium stuff to bots?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> Are we heading toward a web where sites are designed more for machines than for people, and if that happens, who really owns the user experience in the long run?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> a month ago, I was trying to build a similar but a student proj named CiteWeb unfort. couldn’t continue due to some design evaluation issues and my busy schedule. lol<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>ran this on a couple of my sites and the MCP readiness check was an eye-opener. never even thought about exposing structured endpoints specifically for AI agents before tbh. the part about markdown negotiation is interesting too – most of my pages serve html and never considered that agents would prefer a simpler format. gonna have to rethink my content-type headers now. one thing tho – does it differentiate between different agent types? like a shopping agent vs a research agent would need pretty different access levels 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>oh this is cool \u2014 does the scanner actually test how an agent would navigate the site end-to-end, or is it mostly static checks against robots.txt and MCP\/agent manifests? curious how deep it goes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 approve of a way to screen your website to ensure it’s ready for AI agents. Does it require interacting with the agent first or does it have an updated catalog that has information on agents that are out right 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for this tool! I was just recently wondering if I have everything set up correctly. Now I know exactly what I’m fixing today \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@rohanrecommends \u2014 does the audit check for llms.txt (the emerging convention for AI crawlability hints alongside robots.txt), or is coverage limited to the established stack? Also curious whether the score differentiates between ‘actively blocking AI crawlers’ vs ‘not explicitly allowing them’ \u2014 those are pretty different signals for an agent deciding whether to index.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! This is a timely tool as AI agents become more prevalent. I’m curious about the implementation side – when the scanner identifies gaps in a site’s agent-readiness, how prescriptive is the guidance for fixing them? Are there pre-built solutions or does it mostly flag issues and leave remediation to the developer?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/5ZXXOKRCL2PE2Y\" class=\"app-title\">Vercel Flags<\/a><\/p>\n<div class=\"one-liner\">Feature flags, targeting rules, rollouts. All from Vercel.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">174<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vercel Flags \u662f\u4e00\u6b3e\u5185\u7f6e\u4e8e Vercel \u5e73\u53f0\u7684\u529f\u80fd\u5f00\u5173\u670d\u52a1\uff0c\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u96c6\u6210\u7b2c\u4e09\u65b9\u670d\u52a1\uff0c\u5373\u53ef\u5728\u63a7\u5236\u53f0\u5185\u76f4\u63a5\u7ba1\u7406\u529f\u80fd\u53d1\u5e03\u3001\u76ee\u6807\u89c4\u5219\u548c A\/B \u6d4b\u8bd5\uff0c\u7b80\u5316\u4e86\u73b0\u4ee3\u524d\u7aef\u5e94\u7528\u7684\u8fed\u4ee3\u548c\u90e8\u7f72\u6d41\u7a0b\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/278737d0-e048-486f-80cb-b9a366d4f8af.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/007a03c6-722e-4e88-94ce-b0f59dc9e226.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u529f\u80fd\u5f00\u5173<\/span><br \/>\n <span class=\"tag\">\u7279\u6027\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">A\/B\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u6e10\u8fdb\u5f0f\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u4e91<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u5e73\u53f0\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u670d\u52a1\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">Vercel\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u4f53\u9a8c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u6b22\u8fce\u8be5\u539f\u751f\u96c6\u6210\uff0c\u8ba4\u4e3a\u80fd\u7b80\u5316\u6280\u672f\u6808\u3001\u63d0\u5347\u4f53\u9a8c\u3002\u6838\u5fc3\u5173\u5207\u70b9\u96c6\u4e2d\u5728\uff1a\u662f\u5426\u652f\u6301\u8fb9\u7f18\u51fd\u6570\u7684\u65e0\u989d\u5916\u5f80\u8fd4\u670d\u52a1\u7aef\u8bc4\u4f30\uff0c\u4ee5\u53ca\u662f\u5426\u6709\u8ba1\u5212\u5c06\u529f\u80fd\u6807\u8bb0\u72b6\u6001\u540c\u6b65\u5230\u5916\u90e8\u5206\u6790\u5de5\u5177\uff0c\u4ee5\u5b9e\u73b0\u66f4\u7cbe\u7ec6\u7684\u8f6c\u5316\u8ffd\u8e2a\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 Vercel Flags \u7684\u53d1\u5e03\uff0c\u8fdc\u4e0d\u6b62\u662f\u5728\u73b0\u6709\u5e73\u53f0\u83dc\u5355\u91cc\u65b0\u589e\u4e00\u4e2a\u529f\u80fd\u6a21\u5757\u3002\u5b83\u662f Vercel \u5de9\u56fa\u5176\u201c\u524d\u7aef\u4e91\u201d\u6218\u7565\u5730\u4f4d\u7684\u5173\u952e\u4e00\u6b65\uff0c\u6807\u5fd7\u7740\u5176\u4ece\u201c\u90e8\u7f72\u5e73\u53f0\u201d\u5411\u201c\u5b8c\u6574\u5e94\u7528\u4ea4\u4ed8\u4e0e\u7ba1\u7406\u5e73\u53f0\u201d\u7684\u6df1\u523b\u6f14\u8fdb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e **\u201c\u96c6\u6210\u9738\u6743\u201d**\u3002\u901a\u8fc7\u5c06\u529f\u80fd\u5f00\u5173\u8fd9\u4e00\u5173\u952e\u5b9e\u8df5\u6df1\u5ea6\u5d4c\u5165\u81ea\u8eab\u5e73\u53f0\uff0cVercel \u6b63\u5728\u6784\u5efa\u4e00\u4e2a\u9ad8\u7c98\u6027\u7684\u5f00\u53d1\u95ed\u73af\u3002\u5f00\u53d1\u8005\u8fc7\u53bb\u9700\u8981\u81ea\u884c\u9009\u578b\u3001\u96c6\u6210\u3001\u7ef4\u62a4\u7684\u7b2c\u4e09\u65b9\u529f\u80fd\u6807\u8bb0\u670d\u52a1\uff0c\u73b0\u5728\u6210\u4e86\u5e73\u53f0\u7684\u539f\u751f\u80fd\u529b\u3002\u8fd9\u770b\u4f3c\u662f\u201c\u4fbf\u5229\u201d\uff0c\u5b9e\u5219\u662f\u201c\u9501\u5b9a\u201d\u3002\u5b83\u964d\u4f4e\u4e86\u7528\u6237\u542f\u52a8\u6210\u672c\uff0c\u5374\u63d0\u9ad8\u4e86\u672a\u6765\u7684\u8fc1\u79fb\u6210\u672c\u3002\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201cwithout adding another service to your stack\u201d\u7684\u8868\u8ff0\uff0c\u65e2\u662f\u4ef7\u503c\u4e3b\u5f20\uff0c\u4e5f\u662f\u6218\u7565\u5ba3\u8a00\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u8d44\u6df1\u5f00\u53d1\u8005\u4eec\u7acb\u523b\u55c5\u5230\u4e86\u5173\u952e\uff1a**\u5bf9\u8fb9\u7f18\u8fd0\u884c\u65f6\uff08Edge Functions\uff09\u7684\u65e0\u7f1d\u652f\u6301\u662f\u6210\u8d25\u624b**\u3002\u5982\u679c\u6bcf\u6b21\u529f\u80fd\u68c0\u67e5\u90fd\u9700\u8981\u53d1\u8d77\u989d\u5916\u7684 API \u8c03\u7528\uff0c\u5c06\u4e25\u91cd\u8fdd\u80cc\u8fb9\u7f18\u8ba1\u7b97\u7684\u4f4e\u5ef6\u8fdf\u521d\u8877\u3002\u56e0\u6b64\uff0c\u80fd\u5426\u5b9e\u73b0\u771f\u6b63\u7684\u201c\u670d\u52a1\u7aef\u8bc4\u4f30\u201d\uff0c\u662f\u8861\u91cf\u8be5\u529f\u80fd\u662f\u5426\u5177\u5907\u751f\u4ea7\u7ea7\u80fd\u529b\u7684\u6280\u672f\u6807\u5c3a\u3002\u53e6\u4e00\u6761\u5173\u4e8e\u540c\u6b65\u6570\u636e\u5230\u5916\u90e8\u5206\u6790\u5de5\u5177\u7684\u8bc4\u8bba\uff0c\u5219\u63ed\u793a\u4e86\u66f4\u6df1\u5c42\u9700\u6c42\uff1a\u5f00\u53d1\u8005\u9700\u8981\u7684\u4e0d\u53ea\u662f\u4e00\u4e2a\u5f00\u5173\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u4e0e\u6574\u4e2a\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u6d41\u7a0b\u6253\u901a\u7684**\u667a\u80fd\u53d1\u5e03\u7ba1\u9053**\u3002\u76ee\u524d Vercel \u63d0\u4f9b\u4e86\u63a7\u5236\u5c42\u9762\u7684\u4fbf\u5229\uff0c\u4f46\u5728\u6570\u636e\u5c42\u9762\u662f\u5426\u5f00\u653e\u3001\u5982\u4f55\u96c6\u6210\uff0c\u5c06\u51b3\u5b9a\u5176\u5929\u82b1\u677f\u662f\u201c\u4fbf\u5229\u5de5\u5177\u201d\u8fd8\u662f\u201c\u6838\u5fc3\u4e2d\u67a2\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7280\u5229\u6765\u770b\uff0cVercel \u6b64\u4e3e\u662f\u5bf9 LaunchDarkly\u3001Split \u7b49\u72ec\u7acb\u529f\u80fd\u6807\u8bb0\u670d\u52a1\u5546\u7684\u201c\u964d\u7ef4\u6253\u51fb\u201d\u3002\u5b83\u5229\u7528\u81ea\u8eab\u5728\u524d\u7aef\u90e8\u7f72\u5e02\u573a\u7684\u7edf\u6cbb\u5730\u4f4d\uff0c\u4ee5\u6346\u7ed1\u9500\u552e\u7684\u65b9\u5f0f\u5207\u5165\u4e00\u4e2a\u76f8\u90bb\u4f46\u89c4\u6a21\u53ef\u89c2\u7684\u5e02\u573a\u3002\u5bf9\u4e8e\u5927\u91cf\u4f7f\u7528 Vercel \u7684\u4e2d\u5c0f\u4f01\u4e1a\u548c\u521d\u521b\u56e2\u961f\uff0c\u8fd9\u6781\u5177\u5438\u5f15\u529b\uff1b\u4f46\u5bf9\u4e8e\u62e5\u6709\u590d\u6742\u6df7\u5408\u67b6\u6784\u6216\u5f3a\u8c03\u4f9b\u5e94\u5546\u591a\u5143\u5316\u7684\u4f01\u4e1a\uff0c\u8fd9\u79cd\u6df1\u5ea6\u7ed1\u5b9a\u53ef\u80fd\u53cd\u800c\u662f\u4e00\u79cd\u987e\u8651\u3002Vercel Flags \u7684\u6210\u529f\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u529f\u80fd\u591a\u5f3a\u5927\uff0c\u800c\u53d6\u51b3\u4e8e Vercel \u5e73\u53f0\u672c\u8eab\u80fd\u5426\u6301\u7eed\u6210\u4e3a\u524d\u7aef\u5f00\u53d1\u7684\u4e8b\u5b9e\u6807\u51c6\u3002\u8fd9\u662f\u4e00\u573a\u751f\u6001\u6218\u4e89\uff0c\u800c\u529f\u80fd\u5f00\u5173\uff0c\u53ea\u662f\u6700\u65b0\u90e8\u7f72\u7684\u4e00\u5ea7\u6865\u5934\u5821\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\">Vercel Flags<\/span>\n <\/div>\n<div class=\"comment-content\">Vercel Flags, a feature flag provider built into the Vercel platform, is now generally available. Create flags, define targeting rules, run progressive rollouts, and run A\/B tests, all from the Vercel Dashboard without adding another service to your stack.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I’ve been following Vercel’s evolution and this positioning around the “frontend cloud” feels really strategic. Quick question: how are you thinking about the developer experience for teams migrating from traditional hosting? Are there specific pain points you’re prioritizing in the onboarding flow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>nice, having flags native in the Vercel dashboard is a big quality-of-life win. does it support server-side evaluation inside edge functions without an extra round-trip, or is everything going through an API call?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Having feature flags built directly into the Vercel dashboard means I can finally stop juggling external SDKs just to handle simple percentage rollouts in Next.js. Are there any plans to support syncing these flag states to external analytics tools so we can easily track feature conversions by cohort? I am going to try ripping out my current third-party flag setup and migrating to this over the weekend.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>nice to see feature flags baked directly into the platform instead of needing a separate service. one less thing to wire up. does it support server-side evaluation for edge functions 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<\/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\/UKBY356JUQZQLB\" class=\"app-title\">ChatGPT Shopping<\/a><\/p>\n<div class=\"one-liner\">Richer, more visually immersive shopping experiences<\/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>\u4e00\u6b3e\u57fa\u4e8eAgentic Commerce\u534f\u8bae\u7684AI\u8d2d\u7269\u52a9\u624b\uff0c\u5728ChatGPT\u5185\u63d0\u4f9b\u89c6\u89c9\u5316\u3001\u5bf9\u8bdd\u5f0f\u7684\u5546\u54c1\u6d4f\u89c8\u4e0e\u6bd4\u4ef7\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u7ebf\u8d2d\u7269\u65f6\u4fe1\u606f\u788e\u7247\u5316\u3001\u51b3\u7b56\u8fc7\u7a0b\u5197\u957f\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d105e324-9ab5-4ea5-860f-10f78e212798.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\/c4c1ac1b-30a7-476e-bdc3-2f18affe663d.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\/09ab33e4-e503-40c4-8bd5-2a1688f8f318.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\/2b331c0c-9699-4720-b627-f6dafcaa10c3.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b174d5f5-fa1f-48af-a733-8f9cf3d2acf8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=qF4QRh2u7FE\"><source src=\"https:\/\/www.youtube.com\/watch?v=qF4QRh2u7FE\" 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\">User Experience<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">E-Commerce<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8d2d\u7269\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0f\u7535\u5546<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u5316\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u5546\u54c1\u6bd4\u4ef7<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u5f00\u653e\u5546\u52a1\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u53d1\u73b0\u5f15\u64ce<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u51b3\u7b56<\/span><br \/>\n <span class=\"tag\">ChatGPT\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6c89\u6d78\u5f0f\u8d2d\u7269<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u4ece\u201c\u641c\u7d22\u52a9\u624b\u201d\u5347\u7ea7\u4e3a\u201c\u53d1\u73b0\u5f15\u64ce\u201d\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u6781\u5927\u63d0\u5347\u51b3\u7b56\u6548\u7387\u3002\u6838\u5fc3\u5173\u5207\u70b9\u5728\u4e8e\u63a8\u8350\u7b97\u6cd5\u662f\u5426\u516c\u6b63\u65e0\u504f\uff0c\u62c5\u5fe7\u5546\u4e1a\u5316\u63a8\u5e7f\u635f\u5bb3\u53ef\u4fe1\u5ea6\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u5176\u672a\u6765\u5bf9\u96f6\u552e\u5546\u8986\u76d6\u7684\u6269\u5c55\u8ba1\u5212\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 ChatGPT Shopping\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u5e94\u7528\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u201cAI\u539f\u751f\u5546\u4e1a\u201d\u57fa\u7840\u8bbe\u65bd\u7684\u4e00\u6b21\u538b\u529b\u6d4b\u8bd5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u70ab\u9177\u7684\u89c6\u89c9\u5bf9\u6bd4\u6216\u5bf9\u8bdd\u754c\u9762\uff0c\u800c\u5728\u4e8e\u5176\u5e95\u5c42\u6240\u4f9d\u8d56\u7684\u201cAgentic Commerce Protocol\u201d\uff08ACP\uff09\u3002\u8fd9\u4e2a\u8fde\u63a5\u4e86\u6570\u4ebf\u7528\u6237\u4e0e\u4e3b\u6d41\u96f6\u552e\u5546\u7684\u5f00\u653e\u534f\u8bae\uff0c\u8bd5\u56fe\u626e\u6f14\u4e00\u4e2a\u4e2d\u7acb\u7684\u6570\u636e\u7ba1\u9053\u548c\u4ea4\u6613\u5c42\uff0c\u8fd9\u624d\u662f\u5176\u98a0\u8986\u6027\u6240\u5728\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff1a\u5c06\u8d2d\u7269\u4ece\u57fa\u4e8e\u5173\u952e\u8bcd\u7684\u201c\u641c\u7d22-\u7b5b\u9009\u201d\u88ab\u52a8\u6a21\u5f0f\uff0c\u8f6c\u53d8\u4e3a\u57fa\u4e8e\u610f\u56fe\u548c\u5bf9\u8bdd\u7684\u201c\u63a2\u7d22-\u53d1\u73b0\u201d\u4e3b\u52a8\u6a21\u5f0f\uff0c\u7406\u8bba\u4e0a\u80fd\u663e\u8457\u964d\u4f4e\u7528\u6237\u7684\u8ba4\u77e5\u8d1f\u8377\u4e0e\u51b3\u7b56\u65f6\u95f4\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5f53\u5176\u51b2\u4fbf\u662f\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u4fe1\u4efb\u201d\u95ee\u9898\u3002\u5f53AI\u540c\u65f6\u626e\u6f14\u5bfc\u8d2d\u3001\u6bd4\u4ef7\u5de5\u5177\u548c\u4ea4\u6613\u5165\u53e3\u65f6\uff0c\u5982\u4f55\u4fdd\u8bc1\u5176\u63a8\u8350\u903b\u8f91\u7684\u7edd\u5bf9\u4e2d\u7acb\uff1f\u534f\u8bae\u201c\u5f00\u653e\u201d\u7684\u53e6\u4e00\u9762\uff0c\u662f\u53c2\u4e0e\u5546\u6237\u5bf9\u66dd\u5149\u4f4d\u548c\u6392\u5e8f\u89c4\u5219\u7684\u6f5c\u5728\u4e89\u593a\u3002\u82e5\u4e0d\u80fd\u5efa\u7acb\u4e00\u5957\u900f\u660e\u3001\u53ef\u4fe1\u4e14\u6297\u64cd\u7eb5\u7684\u63a8\u8350\u673a\u5236\uff0c\u5176\u201c\u8282\u7701\u65f6\u95f4\u201d\u7684\u627f\u8bfa\u5c06\u8fc5\u901f\u5d29\u584c\u4e3a\u201c\u5f15\u5bfc\u6d88\u8d39\u201d\u7684\u5acc\u7591\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u5b83\u7684\u4f53\u9a8c\u4f18\u52bf\u9ad8\u5ea6\u4f9d\u8d56\u4e8eChatGPT\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0eACP\u534f\u8bae\u7684\u6570\u636e\u4e30\u5ea6\u3002\u76ee\u524d\u8986\u76d6\u5927\u578b\u5e73\u53f0\u56fa\u7136\u53ef\u559c\uff0c\u4f46\u957f\u5c3e\u3001\u7279\u8272\u5546\u54c1\u5e93\u7684\u5b8c\u6574\u6027\uff0c\u4ee5\u53ca\u5b9e\u65f6\u4ef7\u683c\u3001\u5e93\u5b58\u3001\u4f18\u60e0\u4fe1\u606f\u7684\u51c6\u786e\u6027\uff0c\u5c06\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u53d6\u4ee3\u7528\u6237\u201c\u591a\u5f00\u6807\u7b7e\u9875\u201d\u4e60\u60ef\u7684\u5173\u952e\u3002\u5b83\u5e76\u975e\u7b80\u5355\u805a\u5408\u4fe1\u606f\uff0c\u800c\u662f\u9700\u8981\u7406\u89e3\u201c\u5e73\u66ff\u201d\u3001\u201c\u9732\u8425\u65b0\u624b\u5165\u95e8\u201d\u7b49\u6a21\u7cca\u9700\u6c42\u5e76\u7cbe\u51c6\u5339\u914d\uff0c\u8fd9\u5bf9AI\u548c\u5e95\u5c42\u6570\u636e\u8d28\u91cf\u63d0\u51fa\u4e86\u6781\u9ad8\u8981\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u573a\u5173\u4e8e\u201c\u8d2d\u7269\u5165\u53e3\u201d\u63a7\u5236\u6743\u7684\u4e89\u593a\u3002\u5b83\u8bd5\u56fe\u5c06ChatGPT\u4ece\u95ee\u7b54\u5de5\u5177\u53d8\u4e3a\u6d88\u8d39\u8d77\u70b9\uff0c\u628a\u4ea4\u6613\u73af\u8282\u66f4\u6df1\u5730\u5d4c\u5165\u5bf9\u8bdd\u6d41\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u5546\u4e1a\u53d8\u73b0\u4e0e\u7528\u6237\u4f53\u9a8c\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u8106\u5f31\u7684\u5e73\u8861\u70b9\uff0c\u5e76\u8bc1\u660e\u5176\u534f\u8bae\u80fd\u521b\u9020\u4e00\u4e2a\u6bd4\u73b0\u6709\u7535\u5546\u5e73\u53f0\u56f4\u5899\u82b1\u56ed\u66f4\u9ad8\u6548\u3001\u66f4\u516c\u5e73\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u4e00\u4e2a\u6709\u8da3\u7684\u3001\u4f46\u975e\u5fc5\u9700\u7684\u8d2d\u7269\u73a9\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">ChatGPT Shopping<\/span>\n <\/div>\n<div class=\"comment-content\">ChatGPT shopping now runs on Agentic Commerce Protocol, an open commerce protocol connecting 700M users to Target, Walmart, Sephora, Shopify and more. Visual comparisons, image search, personalised buyer guides. Free for all users.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really interesting launch, this turns ChatGPT into a true <strong>product discovery engine<\/strong> rather than just a search assistant. <\/p>\n<\/p>\n<p><strong>What it is:<\/strong> A richer, visual shopping experience inside ChatGPT that helps users explore, compare, and decide what to buy, all in one place. <\/p>\n<p><strong>Problem \u2192 Solution:<\/strong> Online shopping is fragmented… too many tabs, repetitive research, and slow decision-making. This solves it by enabling conversational discovery, visual browsing, and side-by-side comparisons instantly. <\/p>\n<\/p>\n<p><strong>What makes it different: <\/strong>Instead of keyword search, it\u2019s <strong>intent-driven + conversational<\/strong>, with real-time refinement and personalized results, massively reducing decision time. <\/p>\n<\/p>\n<p><strong>Key features:<\/strong><\/p>\n<ul>\n<li>\n<p>Visual product browsing<\/p>\n<\/li>\n<li>\n<p>Side-by-side comparisons (price, reviews, features)<\/p>\n<\/li>\n<li>\n<p>Conversational refinement<\/p>\n<\/li>\n<li>\n<p>Personalized recommendations based on preferences<\/p>\n<\/li>\n<li>\n<p>Integrated merchant ecosystem via ACP<\/p>\n<\/li>\n<\/ul>\n<p><strong>Benefits:<\/strong><\/p>\n<ul>\n<li>\n<p>Faster decisions (minutes vs hours)<\/p>\n<\/li>\n<li>\n<p>Fewer tabs, less cognitive overload<\/p>\n<\/li>\n<li>\n<p>Higher-quality purchase choices<\/p>\n<\/li>\n<li>\n<p>Seamless discovery \u2192 checkout flow<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for: <\/strong>Shoppers, researchers, indecisive buyers, and anyone exploring options, not just people who know exactly what they want. <\/p>\n<\/p>\n<p><strong>Use cases:<\/strong><\/p>\n<ul>\n<li>\n<p>Comparing products before buying<\/p>\n<\/li>\n<li>\n<p>Finding alternatives or similar items<\/p>\n<\/li>\n<li>\n<p>Budget-based recommendations<\/p>\n<\/li>\n<li>\n<p>Exploring new categories<\/p>\n<\/li>\n<\/ul>\n<p>This is a big step toward <strong>AI-native commerce<\/strong> where discovery, comparison, and decision-making happen in one flow. <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019d definitely use something that helps me find the right products faster, but only if the recommendations stay unbiased. The moment companies can pay to push their products higher, this’d lose my trust.<\/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\/@aniela_oprea\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aniela_oprea<\/a> Good point <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>These are the tools I look forward to using in my day to day. Are there any online stores that it doesn’t have access to that will be looked into in the future?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PXX4B6Q66KAXNW\" class=\"app-title\">React Email 6.0 by Resend<\/a><\/p>\n<div class=\"one-liner\">Build, customize, and ship emails \u2014 all from your own app<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">133<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>React Email 6.0 \u662f\u4e00\u6b3e\u53ef\u5d4c\u5165\u5e94\u7528\u7684\u5f00\u6e90\u53ef\u89c6\u5316\u90ae\u4ef6\u7f16\u8f91\u5668\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u5728\u81ea\u5df1\u7684\u4ea7\u54c1\u4e2d\u5feb\u901f\u6784\u5efa\u3001\u5b9a\u5236\u548c\u53d1\u9001\u6837\u5f0f\u517c\u5bb9\u7684\u90ae\u4ef6\uff0c\u89e3\u51b3\u4e86\u5728\u5e94\u7528\u5185\u96c6\u6210\u4e13\u4e1a\u90ae\u4ef6\u7f16\u8f91\u529f\u80fd\u7684\u9ad8\u95e8\u69db\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f45f4d4f-057b-452b-8390-885322f0da4d.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\/b2e39f6b-3163-424f-b099-552f87d03ec1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dca05128-27af-471c-b413-5af602f6d54f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e44cb9be-1f14-483b-a2d7-41de3af594a8.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\">Email<\/span><br \/>\n <span class=\"tag\">Open Source<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u90ae\u4ef6\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">React\u7ec4\u4ef6<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u53ef\u5d4c\u5165\u7ec4\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7535\u5b50\u90ae\u4ef6\u57fa\u7840\u8bbe\u65bd<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u70ed\u91cd\u8f7d\u548c\u9884\u89c8\u529f\u80fd\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1a6.0\u7248\u672c\u7684\u7834\u574f\u6027\u53d8\u66f4\u4e0e\u5347\u7ea7\u5de5\u5177\u3001\u4ea7\u54c1\u4e3b\u8981\u9762\u5411\u5f00\u53d1\u8005\u8fd8\u662f\u975e\u6280\u672f\u4eba\u5458\u3001\u4ee5\u53ca\u5d4c\u5165\u5f0f\u7f16\u8f91\u5668\u662f\u5426\u80fd\u6ce8\u5165\u8bbe\u8ba1\u4ee4\u724c\u4ee5\u5339\u914d\u5bbf\u4e3b\u5e94\u7528\u98ce\u683c\uff0c\u907f\u514d\u89c6\u89c9\u5272\u88c2\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 React Email 6.0 \u7684\u91ce\u5fc3\uff0c\u8fdc\u4e0d\u6b62\u4e8e\u53c8\u4e00\u4e2a\u90ae\u4ef6\u6a21\u677f\u5e93\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u90ae\u4ef6\u7f16\u8f91\u5668\u201d\u4ece\u4e00\u4e2a\u72ec\u7acb\u5de5\u5177\uff0c\u964d\u7ef4\u4e3a\u4e00\u4e2a\u53ef\u88ab\u4efb\u610f\u5e94\u7528\u541e\u98df\u7684\u6807\u51c6\u5316\u7ec4\u4ef6\u3002\u901a\u8fc7\u63d0\u4f9b\u5f00\u6e90\u3001\u53ef\u5d4c\u5165\u7684\u53ef\u89c6\u5316\u7f16\u8f91\u5668\uff0c\u5b83\u8bd5\u56fe\u5c06\u90ae\u4ef6\u5185\u5bb9\u751f\u4ea7\u8fd9\u4e00\u4f20\u7edf\u4e0a\u9700\u8981\u524d\u540e\u7aef\u534f\u4f5c\u3001\u4e14\u9971\u53d7\u5ba2\u6237\u7aef\u517c\u5bb9\u6027\u6298\u78e8\u7684\u73af\u8282\uff0c\u5f7b\u5e95\u524d\u7aef\u5316\u548c\u6a21\u5757\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4e3e\u76f4\u51fb\u4e00\u4e2a\u5173\u952e\u75db\u70b9\uff1aSaaS\u4ea7\u54c1\u4e2d\uff0c\u8425\u9500\u6216\u8fd0\u8425\u4eba\u5458\u6240\u9700\u7684\u5185\u5bb9\u7075\u6d3b\u6027\u4e0e\u5de5\u7a0b\u5e08\u8ffd\u6c42\u7684\u4ee3\u7801\u53ef\u63a7\u6027\u53ca\u6837\u5f0f\u53ef\u9760\u6027\u4e4b\u95f4\u7684\u6c38\u6052\u77db\u76fe\u3002Resend\u7684\u65b9\u6848\u9887\u5177\u5320\u5fc3\u2014\u2014\u7f16\u8f91\u5668\u8f93\u51fa\u7684\u662f\u201cemail-ready HTML\u201d\uff0c\u8fd9\u4fdd\u8bc1\u4e86\u90ae\u4ef6\u6700\u7ec8\u6e32\u67d3\u7684\u786e\u5b9a\u6027\uff1b\u540c\u65f6\u5f00\u653e\u7684\u7ec4\u5408API\uff0c\u53c8\u5141\u8bb8\u6269\u5c55\u81ea\u5b9a\u4e49\u529f\u80fd\u5757\u3002\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u63d0\u4f9b\u4e00\u79cd\u201c\u53d7\u63a7\u7684\u81ea\u7531\u201d\uff0c\u5c06\u975e\u6280\u672f\u4eba\u5458\u7684\u521b\u4f5c\uff0c\u7ea6\u675f\u5728\u5de5\u7a0b\u5e08\u9884\u8bbe\u7684\u5b89\u5168\u8fb9\u754c\u5185\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u8bbe\u8ba1\u4ee4\u724c\u6ce8\u5165\u7684\u8d28\u7591\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u6b64\u7c7b\u5d4c\u5165\u5f0f\u7f16\u8f91\u5668\u80fd\u5426\u6210\u529f\u7684\u5173\u952e\uff1a\u5b83\u662f\u5426\u771f\u7684\u80fd\u505a\u5230\u201c\u65e0\u7f1d\u878d\u5408\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u89c6\u89c9\u4e0a\u683c\u683c\u4e0d\u5165\u7684\u201c\u5f02\u57dfiframe\u201d\u3002\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u95ee\u9898\uff0c\u66f4\u662f\u4ea7\u54c1\u54f2\u5b66\u95ee\u9898\u3002Resend\u82e5\u60f3\u8ba9\u5b83\u6210\u4e3a\u5e94\u7528\u7684\u6807\u51c6\u5185\u5efa\u6a21\u5757\uff0c\u5c31\u5fc5\u987b\u89e3\u51b3\u8fd9\u4e00\u5c42\u201c\u5bbf\u4e3b\u9002\u914d\u201d\u7684\u6df1\u5ea6\u5b9a\u5236\u9700\u6c42\uff0c\u5426\u5219\u5b83\u53ef\u80fd\u6c38\u8fdc\u53ea\u662f\u4e00\u4e2a\u4e3a\u5f00\u53d1\u8005\u670d\u52a1\u7684\u3001\u66f4\u4f18\u96c5\u7684\u4ee3\u7801\u5de5\u5177\uff0c\u800c\u96be\u4ee5\u8d4b\u80fd\u7ed9\u771f\u6b63\u7684\u201c\u975e\u6280\u672f\u6210\u5458\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cReact Email 6.0 \u4ee3\u8868\u4e86\u57fa\u7840\u8bbe\u65bd\u4ea7\u54c1\u7684\u4e00\u79cd\u6f14\u8fdb\u8d8b\u52bf\uff1a\u4ece\u63d0\u4f9b\u5916\u90e8API\u670d\u52a1\uff0c\u8f6c\u5411\u63d0\u4f9b\u53ef\u5185\u805a\u7684\u3001UI\u7ea7\u7684\u57fa\u7840\u8f6f\u4ef6\u6a21\u5757\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u68c0\u9a8c\u201c\u5f00\u53d1\u4f53\u9a8c\u201d\u4e0e\u201c\u6700\u7ec8\u7528\u6237\u4f53\u9a8c\u201d\u7684\u8fb9\u754c\uff0c\u5728\u590d\u6742\u7684\u529f\u80fd\u6027\u7ec4\u4ef6\u9886\u57df\uff0c\u80fd\u5426\u88ab\u771f\u6b63\u62b9\u5e73\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\">React Email 6.0 by Resend<\/span>\n <\/div>\n<div class=\"comment-content\">An open-source email editor you can embed in your own app, plus a new collection of templates.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>React Email 6.0<\/strong> ships with an open-source visual editor you can embed directly in your app, a new template collection, and a unified package that simplifies imports across the board.<\/p>\n<\/p>\n<p><strong>What’s new:<\/strong><\/p>\n<ul>\n<li>\n<p>Open-source editor: embed a full visual email editor in your app with a few lines of code, outputs email-ready HTML that renders correctly across every major inbox provider<\/p>\n<\/li>\n<li>\n<p>Custom extensions: build your own blocks using the composable API, from CDN image uploads to inline charts<\/p>\n<\/li>\n<li>\n<p>New templates: ready-to-use authentication and e-commerce sequences, available as React Email templates or Figma files<\/p>\n<\/li>\n<li>\n<p>Unified package: import all React Email components from a single react-email package, no more juggling multiple installs<\/p>\n<\/li>\n<\/ul>\n<p>2M weekly npm downloads. 196 open source contributors. Full docs on GitHub.<\/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>been using react-email for a while \u2014 the hot reload and preview server are 10\/10. what’s the biggest breaking change in 6.0, and is there a codemod for folks upgrading from 3.x?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love resend. Started implementing it 1 month ago and it’s amazingly 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m trying to understand who this is primarily for? Is this a tool that enables non-technical members to engage in some of the benefits of the react ecosystem or for engineers? Just let’s you compose email templates but within your own project?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>@adithya \u2014 the embeddable editor is the standout part here. Does it support design token injection so the editor UI can match the host app’s visual system, or does it ship with a fixed style? I’ve seen email editors where the iframe boundary creates visual jarring when dropped into a SaaS product \u2014 curious how Resend’s approached that.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/BYB4P5CVVM4VJ6\" class=\"app-title\">Claude Code Rendering<\/a><\/p>\n<div class=\"one-liner\">Mouse support and flicker-free rendering for Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">125<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Claude Code Rendering \u662f\u4e00\u6b3e\u9488\u5bf9 Claude Code CLI \u7684\u589e\u5f3a\u6e32\u67d3\u5668\uff0c\u901a\u8fc7\u5728\u5e94\u7528\u5c42\u865a\u62df\u5316\u7ec8\u7aef\u89c6\u53e3\uff0c\u4e3a\u5728 VS Code\u3001tmux \u6216 iTerm2 \u4e2d\u8fdb\u884c\u957f\u4f1a\u8bdd\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\uff0c\u5f7b\u5e95\u89e3\u51b3\u4e86\u7ec8\u7aef\u754c\u9762\u95ea\u70c1\u548c\u6eda\u52a8\u8df3\u8dc3\u7684\u6838\u5fc3\u4f53\u9a8c\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c1afcd10-d5cd-4352-a398-e005cdcbd40a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c6b09229-67c9-402c-8adc-82700fcdcdc3.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\/b823d9b8-94b5-48fb-8170-4a12a3ffabd5.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\/887ff504-3af9-4049-a488-e67f10ab394e.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/REnls-SCrYU\"><source src=\"https:\/\/www.youtube.com\/shorts\/REnls-SCrYU\" 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\">User Experience<\/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\">\u7ec8\u7aef\u5de5\u5177\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">CLI\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u65e0\u95ea\u70c1\u6e32\u67d3<\/span><br \/>\n <span class=\"tag\">\u9f20\u6807\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u89c6\u53e3\u865a\u62df\u5316<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">TUI<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u5bf9\u89e3\u51b3\u7ec8\u7aef\u95ea\u70c1\u95ee\u9898\u8868\u793a\u9ad8\u5ea6\u8d5e\u8d4f\uff0c\u8ba4\u4e3a\u8fd9\u662f\u957f\u671f\u5b58\u5728\u7684\u75db\u70b9\u3002\u9f20\u6807\u652f\u6301\uff08\u5982\u70b9\u51fb\u5b9a\u4f4d\u3001\u6eda\u52a8\uff09\u663e\u8457\u63d0\u5347\u4e86\u4ea4\u4e92\u6548\u7387\u3002\u7528\u6237\u5173\u6ce8\u5176\u6280\u672f\u5b9e\u73b0\u662f\u5426\u57fa\u4e8e\u73b0\u6709TUI\u6846\u67b6\uff0c\u5e76\u6ce8\u610f\u5230\u590d\u5236\u7c98\u8d34\u7b49\u539f\u751f\u884c\u4e3a\u5728\u9884\u89c8\u6a21\u5f0f\u4e0b\u53ef\u80fd\u6709\u6240\u4e0d\u540c\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 Claude Code Rendering \u770b\u4f3c\u53ea\u662f\u4e00\u4e2a\u201c\u6d88\u9664\u95ea\u70c1\u201d\u7684\u8865\u4e01\uff0c\u5b9e\u5219\u89e6\u53ca\u4e86\u7ec8\u7aef\u5e94\u7528\u73b0\u4ee3\u5316\u7684\u4e00\u4e2a\u6df1\u5c42\u77db\u76fe\uff1a\u5728\u4fdd\u7559\u4f20\u7edf\u7ec8\u7aef\u8f7b\u91cf\u7ea7\u3001\u53ef\u79fb\u690d\u6027\u4f18\u52bf\u7684\u540c\u65f6\uff0c\u5982\u4f55\u63d0\u4f9b\u73b0\u4ee3GUI\u7684\u6d41\u7545\u4ea4\u4e92\u4f53\u9a8c\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u589e\u52a0\u9f20\u6807\u652f\u6301\u201d\u8fd9\u4e00\u529f\u80fd\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5176\u6280\u672f\u8def\u5f84\u7684\u9009\u62e9\u2014\u2014\u5b83\u6ca1\u6709\u50cf\u8bb8\u591a\u73b0\u4ee3TUI\u5de5\u5177\u90a3\u6837\u5f15\u5165\u91cd\u578b\u6846\u67b6\uff08\u5982Ratatui\uff09\uff0c\u800c\u662f\u5de7\u5999\u5730\u901a\u8fc7\u201c\u89c6\u53e3\u865a\u62df\u5316\u201d\u5728\u5e94\u7528\u5c42\u63a5\u7ba1\u6e32\u67d3\uff0c\u5b9e\u73b0\u4e86\u65e0\u95ea\u70c1\u66f4\u65b0\u3002\u8fd9\u662f\u4e00\u79cd\u4f18\u96c5\u7684\u59a5\u534f\uff1a\u65e2\u7ef4\u6301\u4e86\u4e0e\u6807\u51c6\u7ec8\u7aef\u7684\u517c\u5bb9\u6027\uff0c\u53c8\u5728\u6838\u5fc3\u4ea4\u4e92\u75db\u70b9\uff08\u95ea\u70c1\u3001\u957f\u4f1a\u8bdd\u5185\u5b58\u81a8\u80c0\uff09\u4e0a\u5b9e\u73b0\u4e86\u7a81\u7834\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u7814\u7a76\u9884\u89c8\u201d\u7684\u72b6\u6001\u548c\u6587\u6863\u4e2d\u63d0\u53ca\u7684\u4e0e\u539f\u751f\u5feb\u6377\u952e\u884c\u4e3a\u7684\u6743\u8861\uff0c\u66b4\u9732\u4e86\u8fd9\u79cd\u201c\u5939\u5c42\u201d\u65b9\u6848\u7684\u56fa\u6709\u6311\u6218\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u4fee\u8865\u4e00\u4e2a\u57fa\u4e8e\u6d41\u5f0f\u6587\u672c\u548cANSI\u8f6c\u4e49\u7801\u7684\u53e4\u8001\u4f53\u7cfb\uff0c\u800c\u975e\u91cd\u5851\u5b83\u3002\u8fd9\u5e26\u6765\u4e00\u4e2a\u5c16\u9510\u95ee\u9898\uff1a\u5bf9\u4e8eAI\u7f16\u7801\u52a9\u624b\u8fd9\u7c7b\u9ad8\u4ea4\u4e92\u6027\u3001\u72b6\u6001\u590d\u6742\u7684\u4e0b\u4e00\u4ee3CLI\u5de5\u5177\uff0c\u6211\u4eec\u662f\u5426\u5e94\u8be5\u7ee7\u7eed\u59d4\u8eab\u4e8e\u7ec8\u7aef\u7684\u9650\u5236\uff1f\u8fd8\u662f\u9700\u8981\u66f4\u5f7b\u5e95\u7684\u534f\u8bae\u6216\u8fd0\u884c\u65f6\u91cd\u6784\uff1f\u8be5\u4ea7\u54c1\u662f\u4e00\u6b21\u51fa\u8272\u7684\u5de5\u7a0b\u5b9e\u8df5\uff0c\u8bc1\u660e\u4e86\u5728\u65e7\u8303\u5f0f\u5185\u4ecd\u6709\u5de8\u5927\u4f18\u5316\u7a7a\u95f4\uff0c\u4f46\u5b83\u4e5f\u50cf\u4e00\u9762\u955c\u5b50\uff0c\u6620\u7167\u51fa\u7ec8\u7aef\u751f\u6001\u5728AI\u65f6\u4ee3\u6240\u9762\u4e34\u7684\u67b6\u6784\u6027\u5f20\u529b\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u4fdd\u6301\u6781\u7b80\u4f9d\u8d56\u7684\u524d\u63d0\u4e0b\uff0c\u6301\u7eed\u5f25\u5408\u4f20\u7edf\u7ec8\u7aef\u4e0e\u73b0\u4ee3\u4ea4\u4e92\u671f\u671b\u4e4b\u95f4\u7684\u9e3f\u6c9f\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\">Claude Code Rendering<\/span>\n <\/div>\n<div class=\"comment-content\">Claude Code’s new opt-in renderer virtualises the viewport, eliminates flicker, adds mouse events, and keeps memory flat in long sessions. For developers running Claude Code in VS Code, tmux, or iTerm2.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Claude Code Fullscreen Rendering is a new opt-in renderer for the Claude Code CLI that virtualises the terminal viewport and adds mouse support.<\/p>\n<\/p>\n<p>It solves the core UX problem in terminal-based AI coding: ANSI escape codes lack a mechanism to repaint rows outside the viewport, so every update forces a full-screen clear. That’s the flicker.<\/p>\n<\/p>\n<p>Fullscreen rendering moves viewport control into the application layer, the same way Vim and Htop do it.<\/p>\n<\/p>\n<p>What makes it different is that it eliminates flicker without sacrificing terminal portability, no external TUI framework, and no new dependencies.<\/p>\n<\/p>\n<p>It supports click-to-position cursor in the input box, click-to-expand tool results, URL and file path clicking, mouse-wheel scrolling, transcript search with less-style navigation, and constant memory and CPU usage regardless of conversation length.<\/p>\n<\/p>\n<p>Built for developers running Claude Code in VS Code’s integrated terminal, tmux, or iTerm2, especially in long sessions where flicker and scroll jumps are most disruptive.<\/p>\n<\/p>\n<p>Enable it with: CLAUDE_CODE_NO_FLICKER=1 claude<\/p>\n<\/p>\n<p>Note: this is a research preview. Native cmd-f and copy-paste behave differently in this mode. Full tradeoff details in the docs.<\/p>\n<\/p>\n<p><a href=\"https:\/\/code.claude.com\/docs\/en\/fullscreen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/code.claude.com\/docs\/en\/fullscreen<\/a> <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> How does mouse support change your typical workflow? Does it feel more “IDE-like” in tmux, or still pure terminal soul?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is solving a problem I’ve been annoyed by for months. The flicker during long Claude Code sessions in tmux is genuinely painful – especially when you’re trying to read tool results while the model is still generating. The Vim-style viewport approach makes total sense. Already enabled it with the env var and the difference is immediately noticeable. Mouse wheel scrolling through long conversations is a game changer too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>oh nice, the memory staying flat in long sessions is huge. the flickering in terminal was one of those small things that really added up over time. mouse support is a great bonus too<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>flicker in the CLI has been one of those papercuts i didn’t realize was bugging me until i saw a smooth render. is this built on a custom TUI layer or using something like ink\/ratatui under the hood?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XRPD4ADPFYB7OL\" class=\"app-title\">Android CLI<\/a><\/p>\n<div class=\"one-liner\">Build high quality Android apps 3x faster using any agent <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">117<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Android CLI\u662f\u4e00\u6b3e\u9762\u5411AI\u667a\u80fd\u4f53\u7684\u7ec8\u7aef\u5de5\u5177\u96c6\uff0c\u901a\u8fc7\u63d0\u4f9b\u7ed3\u6784\u5316\u547d\u4ee4\u3001\u6a21\u5757\u5316\u6280\u80fd\u548c\u5b9e\u65f6\u77e5\u8bc6\u5e93\uff0c\u6307\u5bfcAI\u667a\u80fd\u4f53\u9075\u5faa\u6700\u4f73\u5b9e\u8df5\uff0c\u89e3\u51b3Android\u5f00\u53d1\u73af\u5883\u642d\u5efa\u7f13\u6162\u3001\u5de5\u4f5c\u6d41\u9648\u65e7\u548c\u5de5\u5177\u94fe\u5272\u88c2\u7684\u75db\u70b9\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u501f\u52a9AI\u4ee3\u7406\u5728\u7ec8\u7aef\u5185\u5feb\u901f\u6784\u5efa\u9ad8\u8d28\u91cf\u5e94\u7528\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2812dec2-0c70-4628-ad93-415f39b5e6bf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dde947d1-525c-47e3-beb2-d8a115678091.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\/4fbde86d-eb17-4f92-a83a-f43cf65a71f4.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\/6561f3ee-5d9b-4d34-90a5-2fbc92c4e53c.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\/34924a56-71c6-4b6d-b7fa-e1992c9477e2.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\/190ceccc-ce8a-4d75-8176-fbcbddf34c6b.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\/f4a32e27-3f05-451a-8dce-d7e7b126bb43.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\/f5367fa5-8b90-4428-8ba1-ffad16bde8b2.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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">SDK<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u547d\u4ee4\u884c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u52a0\u901f<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6700\u4f73\u5b9e\u8df5<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u811a\u624b\u67b6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u81ea\u52a8\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3Android\u5f00\u53d1\u73af\u5883\u642d\u5efa\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u7ed3\u6784\u5316\u63a5\u53e3\u662f\u660e\u667a\u4e4b\u4e3e\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1a\u5176\u201c\u5b9e\u65f6\u77e5\u8bc6\u5e93\u201d\u5982\u4f55\u4fdd\u6301\u4e0eAndroid\u6700\u4f73\u5b9e\u8df5\u540c\u6b65\uff08\u662f\u624b\u52a8\u8fd8\u662f\u81ea\u52a8\u66f4\u65b0\uff09\uff0c\u4ee5\u53caAI\u667a\u80fd\u4f53\u5728\u9047\u5230\u6a21\u7cca\u8bbe\u8ba1\u89c4\u8303\u65f6\u5982\u4f55\u505a\u51fa\u51b3\u7b56\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Android CLI\u7684\u6838\u5fc3\u7406\u5ff5\u5e76\u975e\u7b80\u5355\u7684\u201c\u547d\u4ee4\u884c\u5de5\u5177\u201d\uff0c\u800c\u662f\u201c\u4e3aAI\u667a\u80fd\u4f53\u8bbe\u8ba1\u7684\u7ed3\u6784\u5316\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u6df1\u5c42\u95ee\u9898\uff0c\u662f\u5f53\u524dAI\u7f16\u7801\u52a9\u624b\u5728\u590d\u6742\u3001\u914d\u7f6e\u7e41\u91cd\u7684Android\u751f\u6001\u4e2d\u8868\u73b0\u51fa\u7684\u201c\u65e0\u77e5\u201d\u4e0e\u201c\u4f4e\u6548\u201d\u3002\u901a\u8fc7\u5c06SDK\u7ba1\u7406\u3001\u9879\u76ee\u6a21\u677f\u3001\u6d4b\u8bd5\u90e8\u7f72\u7b49\u73af\u8282\u5c01\u88c5\u4e3a\u6807\u51c6\u5316\u3001\u53ef\u7406\u89e3\u7684\u201c\u6280\u80fd\u201d\uff0c\u5e76\u8f85\u4ee5\u58f0\u79f0\u5b9e\u65f6\u66f4\u65b0\u7684\u77e5\u8bc6\u5e93\uff0c\u5176\u672c\u8d28\u662f\u4e3aAI\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u786e\u5b9a\u6027\u3001\u4f4e\u566a\u97f3\u7684\u4e13\u5c5e\u6267\u884c\u73af\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u201c\u964d\u672c\u589e\u6548\u201d\u7684\u4e24\u9762\uff1a\u5bf9\u5f00\u53d1\u8005\uff0c\u662f\u63d0\u5347\u5de5\u4f5c\u6d41\u901f\u5ea6\uff1b\u5bf9AI\u667a\u80fd\u4f53\u53ca\u5176\u80cc\u540e\u7684\u4f01\u4e1a\u7528\u6237\uff0c\u5219\u662f\u901a\u8fc7\u51cf\u5c11\u5176\u5728\u590d\u6742\u4e0a\u4e0b\u6587\u6478\u7d22\u4e2d\u4ea7\u751f\u7684\u5197\u4f59token\u6d88\u8017\uff0c\u76f4\u63a5\u964d\u4f4e\u5927\u6a21\u578bAPI\u8c03\u7528\u6210\u672c\u3002\u5176\u201c\u63d0\u901f3\u500d\u201d\u7684\u5ba3\u79f0\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53ef\u80fd\u6e90\u4e8e\u6b64\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u201c\u5b9e\u65f6\u77e5\u8bc6\u5e93\u201d\u7684\u66f4\u65b0\u673a\u5236\u662f\u6280\u672f\u62a4\u57ce\u6cb3\uff0c\u4e5f\u662f\u6f5c\u5728\u98ce\u9669\u70b9\u3002\u82e5\u4f9d\u8d56\u624b\u52a8\u7ef4\u62a4\uff0c\u5176\u65f6\u6548\u6027\u5c06\u5927\u6253\u6298\u6263\uff1b\u82e5\u8bd5\u56fe\u81ea\u52a8\u6293\u53d6\u5e76\u6574\u5408\u8c37\u6b4c\u5b98\u65b9\u3001\u793e\u533a\u788e\u7247\u5316\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5219\u9762\u4e34\u4fe1\u606f\u8fc7\u6ee4\u3001\u51c6\u786e\u6027\u9a8c\u8bc1\u7684\u5de8\u5927\u6311\u6218\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u5c06AI\u667a\u80fd\u4f53\u7684\u51b3\u7b56\u201c\u7ba1\u9053\u5316\u201d\uff0c\u5728\u63d0\u5347\u6548\u7387\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u9650\u5236\u5176\u521b\u9020\u6027\u89e3\u51b3\u65b9\u6848\u7684\u751f\u6210\uff0c\u5c24\u5176\u5728\u9700\u8981\u7a81\u7834\u5e38\u89c4\u7684\u590d\u6742\u573a\u666f\u4e2d\u3002\u6700\u540e\uff0c\u5176\u6210\u529f\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u4e3b\u6d41AI\u7f16\u7801\u52a9\u624b\uff08\u5982Cursor\u3001Claude Code\uff09\u662f\u5426\u4f1a\u5c06\u5176\u6280\u80fd\u96c6\u6df1\u5ea6\u96c6\u6210\uff0c\u5426\u5219\u5b83\u53ef\u80fd\u53ea\u662f\u5c11\u6570\u524d\u6cbf\u6280\u672f\u7231\u597d\u8005\u624b\u4e2d\u7684\u5229\u5203\uff0c\u96be\u4ee5\u89e6\u53ca\u66f4\u5e7f\u6cdb\u7684\u5f00\u53d1\u8005\u7fa4\u4f53\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cAndroid CLI\u662f\u4e00\u6b21\u6781\u5177\u524d\u77bb\u6027\u7684\u5c1d\u8bd5\uff0c\u5b83\u7784\u51c6\u4e86AI\u539f\u751f\u5f00\u53d1\u5de5\u5177\u7684\u5173\u952e\u7f3a\u53e3\u3002\u4f46\u5b83\u80fd\u5426\u4ece\u201c\u806a\u660e\u7684\u73a9\u5177\u201d\u6210\u957f\u4e3a\u201c\u5fc5\u9700\u7684\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u77e5\u8bc6\u5e93\u7684\u6301\u7eed\u667a\u80fd\u6c34\u5e73\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u201c\u7ea6\u675fAI\u201d\u4e0e\u201c\u8d4b\u80fdAI\u201d\u4e4b\u95f4\u627e\u5230\u5b8c\u7f8e\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\">Android CLI<\/span>\n <\/div>\n<div class=\"comment-content\">Android CLI is a new agent-first toolkit that lets developers build Android apps directly from the terminal\u2014faster and with less guesswork. It combines CLI commands, modular \u201cskills,\u201d and a live knowledge base to guide AI agents with best practices, enabling rapid setup, project creation, testing, and deployment while reducing token usage and speeding workflows up to 3x.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Android CLI brings agentic Android development to the terminal helping devs build apps faster with less guesswork. It solves slow setup, outdated workflows, and fragmented tooling by giving agents a structured interface.<\/p>\n<\/p>\n<p><strong>What makes it different?<\/strong><\/p>\n<ul>\n<li>\n<p>Built for AI agents + modern workflows<\/p>\n<\/li>\n<li>\n<p>Reduces token usage & speeds tasks ~3x<\/p>\n<\/li>\n<li>\n<p>Grounded with official Android skills + knowledge base<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key features:<\/strong><\/p>\n<ul>\n<li>\n<p>SDK + environment management<\/p>\n<\/li>\n<li>\n<p>Instant project creation from templates<\/p>\n<\/li>\n<li>\n<p>Emulator + deployment via CLI<\/p>\n<\/li>\n<li>\n<p>Auto-updating + best-practice guidance<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for: <\/strong>Android devs, AI-assisted coders, and teams building faster with agents<\/p>\n<\/p>\n<p><strong>Use cases: <\/strong>Rapid prototyping, CI automation, agent-driven dev workflows. <\/p>\n<\/p>\n<p>If you’re building Android apps with AI, this is worth a look! <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> When an agent hits an ambiguous UI spec, how does it decide between Material 3 guidelines vs custom theming?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 waiting for something like this \u2014 android dev setup has always been the worst part. the idea of giving agents a structured interface with built-in best practices is really smart, way better than just letting them guess at gradle configs<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! This is a really interesting approach to agent-assisted development. I’m curious about the “live knowledge base” you mention\u2014how does it stay updated with the latest Android best practices and API changes? Does it require manual updates from your team, or have you found a way to make it self-updating?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/N3SPVOAVC7GUSQ\" class=\"app-title\">Grok Voice API<\/a><\/p>\n<div class=\"one-liner\">Fast, accurate STT and TTS APIs at the best price<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">114<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Grok Voice API \u63d0\u4f9b\u5feb\u901f\u3001\u51c6\u786e\u7684\u8bed\u97f3\u8f6c\u6587\u672c\u548c\u6587\u672c\u8f6c\u8bed\u97f3API\u670d\u52a1\uff0c\u4ee5\u6781\u5177\u7ade\u4e89\u529b\u7684\u4ef7\u683c\uff0c\u4e3a\u5f00\u53d1\u8005\u89e3\u51b3\u4e86\u5728\u5b9e\u65f6\u4f1a\u8bae\u8f6c\u5f55\u3001\u591a\u8bed\u8a00\u5185\u5bb9\u751f\u6210\u7b49\u573a\u666f\u4e2d\uff0c\u6784\u5efa\u9ad8\u8d28\u91cf\u3001\u4f4e\u6210\u672c\u8bed\u97f3AI\u529f\u80fd\u7684\u6280\u672f\u4e0e\u6210\u672c\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/242f09eb-21fe-4aa2-bf8b-b9ae7ce0a163.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10bdc33e-9607-4f98-9d5b-67db63e84238.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d8f4c7a2-9690-451a-ac89-5a1b8bf72e40.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1fb49650-7474-4ea0-96f0-a57d3b3aba6e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bdcb9ac6-4e9f-458c-8bd7-2879d375d3d3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/09a0812a-2ed5-4cac-9e80-967f72f2bf2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aa10fb79-d0fb-4675-a243-4f98139222e1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u97f3AI<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u6587\u672c<\/span><br \/>\n <span class=\"tag\">\u6587\u672c\u8f6c\u8bed\u97f3<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005API<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">\u8bf4\u8bdd\u4eba\u5206\u79bb<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u6309\u91cf\u8ba1\u8d39<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u52bf<\/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\u5b9a\u4ef7\u7b56\u7565\u5bf9\u5e02\u573a\uff08\u5982Deepgram\u3001Whisper API\uff09\u7684\u51b2\u51fb\u529b\uff0c\u5e76\u8d5e\u8d4f\u5c06\u8bf4\u8bdd\u4eba\u5206\u79bb\u7b49\u5b9e\u7528\u529f\u80fd\u5185\u7f6e\u3002\u4e3b\u8981\u7591\u95ee\u548c\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u591a\u8bed\u8a00\u53ca\u53e3\u97f3\u652f\u6301\u7684\u5b9e\u9645\u8868\u73b0\u3001\u5b9e\u65f6\u6d41\u5f0f\u4f20\u8f93\u7684\u5ef6\u8fdf\u4e0e\u6297\u566a\u80fd\u529b\u3001\u4ee5\u53ca\u4e0d\u540c\u8bed\u8a00\u4e0b\u8bf4\u8bdd\u4eba\u5206\u79bb\u7684\u51c6\u786e\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 Grok Voice API\u7684\u53d1\u5e03\uff0c\u8fdc\u975e\u4e00\u6b21\u7b80\u5355\u7684\u529f\u80fd\u6269\u5145\uff0c\u800c\u662fxAI\u5728\u8bed\u97f3AI\u9886\u57df\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u4ef7\u683c-\u529f\u80fd\u201d\u7ec4\u5408\u62f3\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\uff0c\u8bd5\u56fe\u7528\u4e00\u5957\u9ad8\u5ea6\u96c6\u6210\u3001\u5b9a\u4ef7\u6fc0\u8fdb\u7684\u6807\u51c6\u5316API\uff0c\u91cd\u65b0\u5b9a\u4e49\u8bed\u97f3AI\u57fa\u7840\u8bbe\u65bd\u7684\u51c6\u5165\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8868\u9762\u770b\uff0c\u5176\u4eae\u70b9\u5728\u4e8e\u5c06\u5b9e\u65f6\u6d41\u5f0f\u8f6c\u5f55\u3001\u8bf4\u8bdd\u4eba\u5206\u79bb\u3001\u667a\u80fd\u6587\u672c\u683c\u5f0f\u5316\u7b49\u751f\u4ea7\u7ea7\u9700\u6c42\u6253\u5305\uff0c\u5e76\u4ee5\u4f4e\u4e8e\u5e02\u573a\u4e3b\u6d41\u6c34\u51c6\u7684\u4ef7\u683c\uff08\u5982\u6d41\u5f0f\u8f6c\u5f55\u6bcf\u5c0f\u65f60.2\u7f8e\u5143\uff09\u63d0\u4f9b\u3002\u8fd9\u76f4\u63a5\u7784\u51c6\u4e86\u5f00\u53d1\u8005\u5728\u96c6\u6210\u591a\u4e2a\u72ec\u7acb\u670d\u52a1\uff08\u5982\u8f6c\u5f55+\u58f0\u7eb9\u5206\u79bb\uff09\u65f6\u9762\u4e34\u7684\u590d\u6742\u6027\u4e0e\u9ad8\u6210\u672c\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u4fbf\u5229\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u6218\u7565\u610f\u56fe\u3002\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u70ab\u6280\uff0c\u800c\u662f\u5178\u578b\u7684\u751f\u6001\u5361\u4f4d\u3002\u901a\u8fc7\u5c06\u8bed\u97f3\u80fd\u529b\u4ece\u5176Grok\u804a\u5929\u673a\u5668\u4eba\u4e2d\u89e3\u8026\u5e76\u4ea7\u54c1\u5316\uff0cxAI\u6b63\u4ece\u5355\u4e00\u7684AI\u5e94\u7528\u63d0\u4f9b\u8005\uff0c\u8f6c\u5411\u4e3a\u66f4\u5e7f\u9614\u7684\u5f00\u53d1\u8005\u751f\u6001\u63d0\u4f9b\u5e95\u5c42\u80fd\u529b\u3002\u5176\u5b9a\u4ef7\u7b56\u7565\u6781\u5177\u4fb5\u7565\u6027\uff0c\u76ee\u7684\u660e\u786e\uff1a\u5feb\u901f\u5438\u5f15\u5f00\u53d1\u8005\u91c7\u7528\uff0c\u5f62\u6210\u89c4\u6a21\u548c\u6570\u636e\u98de\u8f6e\uff0c\u4ece\u800c\u6311\u6218OpenAI\u7684Whisper API\u3001Deepgram\u7b49\u73b0\u6709\u73a9\u5bb6\u7684\u5e02\u573a\u5730\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u8bc4\u8bba\u533a\u7684\u7591\u95ee\u4e5f\u66b4\u9732\u4e86\u5176\u6f5c\u5728\u6311\u6218\u4e0e\u5e02\u573a\u68c0\u9a8c\u7684\u5173\u952e\u70b9\uff1a\u5728\u975e\u82f1\u8bed\u73af\u5883\u53ca\u590d\u6742\u58f0\u5b66\u573a\u666f\u4e0b\u7684\u9c81\u68d2\u6027\u3002\u8bf4\u8bdd\u4eba\u5206\u79bb\u548c\u4f4e\u5ef6\u8fdf\u6d41\u5f0f\u5904\u7406\u5728\u7406\u60f3\u73af\u5883\u4e0b\u8868\u73b0\u826f\u597d\u662f\u201c\u6807\u914d\u201d\uff0c\u4f46\u5728\u5608\u6742\u7684\u771f\u5b9e\u4e16\u754c\u97f3\u9891\u4e2d\u80fd\u5426\u4fdd\u6301\u7a33\u5b9a\u51c6\u786e\uff0c\u624d\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u4ece\u201c\u4ef7\u683c\u98a0\u8986\u8005\u201d\u664b\u5347\u4e3a\u201c\u8d28\u91cf\u9886\u5bfc\u8005\u201d\u7684\u8bd5\u91d1\u77f3\u3002\u5982\u679cGrok Voice API\u80fd\u5728\u8fd9\u4e9b\u5b9e\u9645\u751f\u4ea7\u95ee\u9898\u4e0a\u4ea4\u51fa\u6ee1\u610f\u7b54\u5377\uff0c\u90a3\u4e48\u5b83\u6380\u8d77\u7684\u5c06\u4e0d\u6b62\u662f\u4ef7\u683c\u6218\uff0c\u800c\u662f\u4e00\u573a\u5173\u4e8e\u8bed\u97f3AI\u670d\u52a1\u53ef\u9760\u6027\u4e0e\u5b9e\u7528\u6027\u7684\u6807\u51c6\u91cd\u5851\u3002\u76ee\u524d\uff0c\u5b83\u5df2\u6210\u529f\u629b\u51fa\u4e86\u4e00\u679a\u6781\u5177\u5206\u91cf\u7684\u5e02\u573a\u781d\u7801\uff0c\u538b\u529b\u5b8c\u5168\u7ed9\u5230\u4e86\u7ade\u4e89\u5bf9\u624b\u4e00\u8fb9\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\">Grok Voice API<\/span>\n <\/div>\n<div class=\"comment-content\">Grok now offers standalone Speech-to-Text and Text-to-Speech APIs for developers. The new voice stack covers real-time and batch transcription, multispeaker diarization, multichannel audio, text formatting, expressive TTS with speech tags, multilingual support, and simple usage-based pricing.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>With the new transcription (Speech-to-Text) API now available, combined with their <a href=\"https:\/\/www.producthunt.com\/products\/grok\/launches\/grok-voice-agent-api\" target=\"_blank\" rel=\"noopener\">Voice Agent<\/a> capabilities, it\u2019s clear that <a href=\"https:\/\/www.producthunt.com\/products\/grok\" target=\"_blank\" rel=\"noopener\">@Grok<\/a> is making a systematic push to capture the entire Voice AI ecosystem.<\/p>\n<p>Looking specifically at the <a href=\"https:\/\/docs.x.ai\/developers\/model-capabilities\/audio\/speech-to-text?campaign=stt-tts-blog\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">STT model<\/a>, they have shipped a highly pragmatic feature set. It includes native WebSocket support for real-time streaming, built-in speaker diarization (a <strong>must-have for meetings<\/strong>), and intelligent text formatting that automatically handles numbers and currencies (it’s cool and pretty useful in production!).<\/p>\n<p>The pricing is also very aggressive: $0.10 per hour for batch and $0.20 per hour for streaming. xAI is once again putting some real price pressure on the market, isn’t it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> How are you all handling noisy real-world audio? Does the streaming hold up, or is batch still king for cleaner results?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> Strong move on the pricing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 always appreciated the extent in which Grok can utilize voice for projects. Is the text to speech compatible and fluent with all manner of accents as well?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@zaczuo \u2014 the pricing puts real pressure on Deepgram and Whisper API. Curious about multilingual coverage \u2014 is speaker diarization accuracy consistent across languages, or is English still the primary target where the model performs best? That’s usually where the gap shows up in production.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 multispeaker diarization built right into the STT is a nice touch \u2014 that’s usually a painful separate step. how’s the latency on the real-time streaming? would love to see benchmarks vs whisper and deepgram<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YNN2V6WUMYCAJ4\" class=\"app-title\">CapyPlan<\/a><\/p>\n<div class=\"one-liner\">Your no stress chearleader for tiny tasks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">110<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3b\u6253\u201c\u65e0\u538b\u529b\u3001\u6e29\u99a8\u201d\u4f53\u9a8c\u7684\u8f7b\u91cf\u7ea7\u6bcf\u65e5\u89c4\u5212\u5e94\u7528\uff0c\u901a\u8fc7\u6e05\u6670\u7684\u201c\u9e1f\u77b0\u5f0f\u201d\u89c6\u56fe\u548cApple Watch\u96c6\u6210\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5904\u7406\u65e5\u5e38\u7410\u4e8b\u65f6\u6446\u8131\u4f20\u7edf\u6548\u7387\u5de5\u5177\u7684\u50f5\u786c\u611f\uff0c\u83b7\u5f97\u5e73\u9759\u7684\u638c\u63a7\u611f\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/36ee3c5a-4a90-4fdb-baa0-0ea323c9b125.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ccadd634-982e-4b1f-9227-98dc6b45693c.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\">Task Management<\/span><br \/>\n <span class=\"tag\">Calendar<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6bcf\u65e5\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u65e0\u538b\u529b\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u6e29\u99a8\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7<\/span><br \/>\n <span class=\"tag\">Apple Watch\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3TickTick<\/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\u5e72\u51c0\u3001\u6109\u60a6\u7684UI\u89c6\u89c9\u8bbe\u8ba1\uff0c\u8fd9\u662f\u5438\u5f15\u5c1d\u8bd5\u7684\u4e3b\u8981\u56e0\u7d20\u3002\u6709\u7528\u6237\u8be2\u95ee\u662f\u5426\u652f\u6301\u4ece\u82f9\u679c\u539f\u751f\u201c\u63d0\u9192\u4e8b\u9879\u201d\u5bfc\u5165\uff0c\u63d0\u51fa\u4e86\u529f\u80fd\u96c6\u6210\u9700\u6c42\u3002\u8bc4\u8bba\u4e2d\u4e5f\u51fa\u73b0\u4e86\u5bf9\u6587\u6848\u521b\u610f\u7684\u79ef\u6781\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CapyPlan\u7684\u51fa\u73b0\uff0c\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u73b0\u4ee3\u6548\u7387\u5de5\u5177\u7684\u4e00\u4e2a\u9690\u79d8\u75db\u70b9\uff1a\u7126\u8651\u8d29\u5356\u3002\u5b83\u5e76\u975e\u5728\u529f\u80fd\u4e0a\u4e0eTickTick\u7b49\u5de8\u5934\u6b63\u9762\u4ea4\u950b\uff0c\u800c\u662f\u8fdb\u884c\u4e86\u4e00\u6b21\u5f7b\u5e95\u7684\u60c5\u7eea\u4ef7\u503c\u8f6c\u5411\u3002\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201c\u592a\u50f5\u786c\u201d\u3001\u201c\u592a\u4f01\u4e1a\u5316\u201d\u3001\u201c\u9713\u8679\u7c89\u201d\u7b49\u62b1\u6028\uff0c\u63ed\u793a\u7528\u6237\u53cd\u611f\u7684\u5e76\u975e\u529f\u80fd\u7f3a\u5931\uff0c\u800c\u662f\u5de5\u5177\u6240\u5e26\u6765\u7684\u538b\u8feb\u611f\u548c\u60c5\u611f\u4e0d\u9002\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u5c06\u201c\u751f\u4ea7\u529b\u201d\u4e0e\u201c\u653e\u677e\u201d\u8fd9\u5bf9\u77db\u76fe\u4f53\u8fdb\u884c\u7f1d\u5408\uff0c\u63d0\u51fa\u201c\u5e73\u9759\u751f\u4ea7\u529b\u201d\u7684\u6982\u5ff5\u3002\u8fd9\u4e0e\u5176\u8bf4\u662f\u4e00\u4e2a\u5de5\u5177\u521b\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u79cd\u4f53\u9a8c\u8bbe\u8ba1\u5ba3\u8a00\u3002\u5b83\u7784\u51c6\u7684\u662f\u90a3\u4e9b\u88ab\u8fc7\u5ea6\u8bbe\u8ba1\u7684\u7518\u7279\u56fe\u3001\u7d27\u8feb\u7684\u65f6\u95f4\u7ebf\u548c\u51b0\u51b7\u901a\u77e5\u6240\u529d\u9000\u7684\u666e\u901a\u7528\u6237\uff0c\u63d0\u4f9b\u4e00\u79cd\u4f4e\u5fc3\u7406\u8d1f\u62c5\u7684\u89c4\u5212\u4eea\u5f0f\u3002Apple Watch\u96c6\u6210\u8fdb\u4e00\u6b65\u5f3a\u5316\u4e86\u5176\u201c\u8f7b\u91cf\u201d\u3001\u201c\u968f\u624b\u201d\u7684\u7279\u6027\uff0c\u4e0e\u201c\u5904\u7406\u5fae\u5c0f\u4efb\u52a1\u201d\u7684\u5b9a\u4f4d\u5951\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u5f53\u201c\u6e29\u99a8\u201d\u3001\u201c\u65e0\u538b\u529b\u201d\u6210\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u610f\u5473\u7740\u5176\u529f\u80fd\u6df1\u5ea6\u548c\u56e2\u961f\u534f\u4f5c\u7b49\u786c\u6838\u573a\u666f\u5fc5\u7136\u53d7\u9650\uff0c\u5929\u82b1\u677f\u660e\u663e\u3002\u5b83\u53ef\u80fd\u51fa\u8272\u5730\u6210\u4e3a\u7528\u6237\u6548\u7387\u5de5\u5177\u6808\u4e2d\u7684\u201c\u60c5\u7eea\u7f13\u51b2\u57ab\u201d\u6216\u7279\u5b9a\u573a\u666f\u8865\u5145\uff0c\u4f46\u96be\u4ee5\u6210\u4e3a\u552f\u4e00\u4e3b\u529b\u3002\u7528\u6237\u5173\u4e8e\u5bfc\u5165\u82f9\u679c\u63d0\u9192\u7684\u63d0\u95ee\uff0c\u5df2\u89e6\u53ca\u4e86\u5176\u4f5c\u4e3a\u72ec\u7acb\u5de5\u5177\u751f\u6001\u7684\u77ed\u677f\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u6781\u7b80\u6e29\u99a8\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u4ee5\u63d2\u4ef6\u5f0f\u7684\u667a\u6167\u878d\u5165\u66f4\u5e7f\u6cdb\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u53c8\u4e00\u4e2a\u7f8e\u4e3d\u5374\u5b64\u7acb\u7684\u5c9b\u5c7f\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\">CapyPlan<\/span>\n <\/div>\n<div class=\"comment-content\">I know, I know\u2014the world probably doesn’t need another daily planner. But I\u2019m sharing this because I genuinely couldn’t find a “cosy” middle ground. I tried TickTick, but it felt too rigid and corporate. I tried Structured, but the UI felt a bit too “neon pink” for my taste, and I hated how the timeline morphed\u2014I just wanted a clear bird\u2019s eye view of my day. So, I built CapyPlan with Apple Watch Integration. It\u2019s gentle, cosy and focuses on “no stress calm productivity”<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I know, I know\u2014the world probably doesn’t need another daily planner. But I\u2019m sharing this because I genuinely couldn’t find a “cosy” middle ground.<\/p>\n<p>I tried TickTick, but it felt too rigid and corporate. I tried Structured, but the UI felt a bit too “neon pink” for my taste, and I hated how the timeline morphed\u2014I just wanted a clear bird\u2019s eye view of my day.<\/p>\n<p>So, I built CapyPlan with Apple Watch Integration. It\u2019s gentle, cosy and focuses on “no stress calm productivity”. Would you want a capybara to cheer you up for all the tiny and big tasks you did?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@summer_liuu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@summer_liuu<\/a> <\/p>\n<p>The UI and overall visual design look really clean and pleasant!\ud83c\udfa8 that\u2019s actually what makes me want to try this the most! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Good copywriting! \ud83d\ude00 \ud83d\ude42<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/336fd5ec-a5d5-441b-9606-ae63fb2c57a2.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<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>*good Capywriting <\/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\">Love the UI! I\u2019ll definitely check it out \ud83d\ude42 is there a possibility to import from apple native reminder app?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/CC47ZLK44SLRAJ\" class=\"app-title\">Hire ID<\/a><\/p>\n<div class=\"one-liner\">Free AI resume builder to land your dream job<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">98<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u514d\u8d39\u7684AI\u7b80\u5386\u751f\u6210\u5668\uff0c\u901a\u8fc7AI\u5199\u4f5c\u8f85\u52a9\u548c\u9488\u5bf9\u6027\u4f18\u5316\uff0c\u5e2e\u52a9\u6c42\u804c\u8005\u5feb\u901f\u521b\u5efa\u7b26\u5408\u804c\u4f4d\u63cf\u8ff0\u3001\u901a\u8fc7ATS\u7b5b\u9009\u7684\u4e13\u4e1a\u7b80\u5386\uff0c\u89e3\u51b3\u4e86\u7b80\u5386\u5185\u5bb9\u64b0\u5199\u96be\u3001\u4e0e\u5c97\u4f4d\u5339\u914d\u5ea6\u4f4e\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/703e4060-f74f-4b9f-bf58-b048ef4d5468.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\/8ef4d098-3d3e-4638-af43-40f088a276c9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ba00521f-c3b1-4bea-88be-374a20bce0d4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0228804a-d7dc-44e0-807d-dddebcf965d2.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\/45d263b0-d43f-4efd-8d98-203a241c0051.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/pVFpJuT-QrM?si=amGUzA76ypuixJHi\"><source src=\"https:\/\/youtu.be\/pVFpJuT-QrM?si=amGUzA76ypuixJHi\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7b80\u5386\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">\u6c42\u804c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">ATS\u53cb\u597d\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">AI\u5199\u4f5c\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u589e\u503c<\/span><br \/>\n <span class=\"tag\">\u804c\u4e1a\u53d1\u5c55<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u201c\u5185\u5bb9\u91cd\u4e8e\u683c\u5f0f\u201d\u7684\u5b9a\u4f4d\u548cAI\u8f85\u52a9\u5199\u4f5c\u7684\u4ef7\u503c\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1aAI\u5904\u7406\u5c0f\u4f17\u804c\u4f4d\u7684\u80fd\u529b\u3001\u5982\u4f55\u907f\u514d\u8f93\u51fa\u540c\u8d28\u5316\u3001\u4ee5\u53ca\u672a\u6765\u662f\u5426\u4f1a\u6269\u5c55\u4e3a\u8986\u76d6\u6c42\u804c\u5168\u6d41\u7a0b\u7684\u201c\u526f\u9a7e\u9a76\u201d\u3002\u56e2\u961f\u56de\u590d\u5f3a\u8c03\u4e86\u6df1\u5ea6\u5b9a\u5236\u5316\u548c\u66f4\u5b8f\u5927\u7684\u4ea7\u54c1\u613f\u666f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Hire ID\u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u5e02\u573a\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u6a21\u677f\u683c\u5f0f\u5316\uff0c\u800c\u662f\u901a\u8fc7AI\u8fdb\u884c\u5185\u5bb9\u751f\u6210\u4e0e\u804c\u4f4d\u63cf\u8ff0\u5339\u914d\uff0c\u8fd9\u786e\u5b9e\u51fb\u4e2d\u4e86\u5927\u591a\u6570\u7b80\u5386\u5de5\u5177\u7684\u8f6f\u808b\u2014\u2014\u5b83\u4eec\u7f8e\u5316\u7b80\u5386\uff0c\u5374\u56de\u907f\u4e86\u201c\u5199\u4ec0\u4e48\u201d\u8fd9\u4e00\u6838\u5fc3\u96be\u9898\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u4f7f\u5176\u9762\u4e34\u6700\u5c16\u9510\u7684\u8d28\u7591\uff1a\u5f53\u6240\u6709\u7528\u6237\u90fd\u4f7f\u7528\u76f8\u4f3c\u7684AI\u548c\u6a21\u677f\u65f6\uff0c\u5982\u4f55\u4fdd\u8bc1\u7b80\u5386\u7684\u72ec\u7279\u6027\u4e0e\u7ade\u4e89\u529b\uff1f\u56e2\u961f\u7684\u56de\u5e94\uff08\u5206\u79bb\u5185\u5bb9\u3001\u7ed3\u6784\u548c\u5e03\u5c40\uff0c\u8d4b\u4e88\u7528\u6237\u5b8c\u5168\u7f16\u8f91\u6743\uff09\u5728\u903b\u8f91\u4e0a\u6210\u7acb\uff0c\u4f46\u5728\u5b9e\u8df5\u4e2d\uff0c\u4f9d\u8d56AI\u542f\u53d1\u7684\u7528\u6237\u5f88\u53ef\u80fd\u6b62\u6b65\u4e8e\u521d\u7248\u4f18\u5316\uff0c\u5bfc\u81f4\u201c\u7cbe\u81f4\u7684\u5e73\u5eb8\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u53ef\u80fd\u4e0d\u5728\u4e8e\u5236\u9020\u201c\u72ec\u4e00\u65e0\u4e8c\u201d\uff0c\u800c\u5728\u4e8e\u9ad8\u6548\u751f\u6210\u201c\u5b89\u5168\u4e14\u5408\u683c\u201d\u7684ATS\u901a\u884c\u8bc1\u3002\u5b83\u964d\u4f4e\u4e86\u6c42\u804c\u8005\u4ece\u96f6\u6784\u5efa\u4e00\u4efd\u4e13\u4e1a\u7b80\u5386\u7684\u5fc3\u7406\u4e0e\u64cd\u4f5c\u95e8\u69db\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u6d77\u6295\u6216\u8f6c\u884c\u573a\u666f\u3002\u5176\u957f\u671f\u6f5c\u529b\uff0c\u5982\u8bc4\u8bba\u6240\u95ee\uff0c\u5728\u4e8e\u80fd\u5426\u4ece\u201c\u7b80\u5386\u751f\u6210\u5668\u201d\u6f14\u8fdb\u4e3a\u201c\u6c42\u804c\u5de5\u4f5c\u6d41\u4e2d\u67a2\u201d\uff0c\u6574\u5408\u6c42\u804c\u4fe1\u3001\u9762\u8bd5\u51c6\u5907\u7b49\u529f\u80fd\uff0c\u6784\u5efa\u6570\u636e\u95ed\u73af\uff0c\u4ece\u800c\u63d0\u4f9b\u66f4\u6df1\u5ea6\u7684\u4e2a\u6027\u5316\u5efa\u8bae\u3002\u76ee\u524d\u6765\u770b\uff0c\u5176\u201c\u514d\u8d39\u4e00\u5e74Pro\u201d\u7684\u6fc0\u8fdb\u7b56\u7565\u65e8\u5728\u5feb\u901f\u83b7\u53d6\u79cd\u5b50\u7528\u6237\u4e0e\u4f7f\u7528\u6570\u636e\uff0c\u8fd9\u6216\u8bb8\u662f\u6253\u78e8\u5176AI\u3001\u9a8c\u8bc1\u66f4\u5927\u613f\u666f\u7684\u5173\u952e\u4e00\u6b65\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176AI\u5728\u201c\u8f85\u52a9\u201d\u4e0e\u201c\u66ff\u4ee3\u201d\u4e4b\u95f4\u7684\u7cbe\u51c6\u62ff\u634f\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u6807\u51c6\u5316\u8f93\u51fa\u4e0e\u4e2a\u6027\u5316\u8868\u8fbe\u4e4b\u95f4\u627e\u5230\u66f4\u4f18\u89e3\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\">Hire ID<\/span>\n <\/div>\n<div class=\"comment-content\">Introducing Free AI Resume Builder that helps you create a polished, job-ready resume fast. Use AI to write and tailor your resume for specific roles, import from LinkedIn or existing resumes, and choose from 14 ATS-friendly templates. Customize sections, layout, fonts, and colors, then export clean PDF or DOCX files with no watermarks. First 1000 users get 1 year of Pro free with coupon code HIREID1000.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <strong>Product Hunt! <\/strong>\ud83d\udc4b Bhavya here.<\/p>\n<\/p>\n<p>We built <strong>Hire ID Resume Builder<\/strong> to make resume creation simpler, faster, and more effective. Many tools focus only on formatting, but the hardest part is actually writing a strong, relevant resume.<\/p>\n<\/p>\n<p>Hire ID helps you create <strong>job-ready, ATS-friendly resumes<\/strong> quickly using AI, while still giving full control over customization.<\/p>\n<p>\u2728 AI writing assistance<br \/>\ud83c\udfaf Tailor resume to job descriptions<br \/>\ud83d\udcc4 Import from LinkedIn or existing resume<br \/>\ud83e\udde9 ATS-friendly templates<br \/>\u2b07\ufe0f Export PDF\/DOCX without watermark<\/p>\n<\/p>\n<p>\ud83c\udf81 <strong>Launch offer:<\/strong> <strong>1 year of Pro free<\/strong> for first 1000 users with coupon code <strong>HIREID1000<\/strong><\/p>\n<\/p>\n<p>We want to make it easier for everyone to build strong resumes and find great opportunities.<\/p>\n<p>Would love your feedback to keep improving!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bhavyasree\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhavyasree<\/a> How does the tailoring feature handle super niche roles, like AI ethics specialist or fractional sales VP, where job descriptions are sparse; does it pull from broader trends or stick strictly to the input JD?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@bhavyasree\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhavyasree<\/a> <\/p>\n<p>one last step \u274c<br \/>last step \u2705<\/p>\n<p>where is <strong>Pakistan<\/strong>?<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67938195-e3ec-4766-8302-cf74284b3f9c.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bhavyasree\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhavyasree<\/a> Hey, congratulations on the launch. How does the AI handle niche roles like “personal branding strategist” or “AI content lead”? Does it pull industry keywords from job descriptions to avoid generic fluff, or suggest ways to quantify impact?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hello Product Hunt! <\/strong>\ud83d\udc4b<\/p>\n<\/p>\n<p>Akshay Here, CTO at <strong>Hire ID.<\/strong><\/p>\n<\/p>\n<p>Today, I\u2019m excited to introduce Hire ID Resume Builder.<\/p>\n<\/p>\n<p>While building products for job seekers, one thing became very clear to us: creating a strong resume is still harder than it should be.<\/p>\n<\/p>\n<p>A lot of tools either feel too limited, lock important features behind paywalls, or make the final export the biggest friction point. And even then, they often don\u2019t solve the most important part – helping people actually write a resume that feels relevant, polished, and ready for the role they want.<\/p>\n<\/p>\n<p>That\u2019s exactly why we built Hire ID Resume Builder.<\/p>\n<\/p>\n<p>Our goal was simple: make resume creation faster, smarter, and more flexible, while still giving users full control over the final result.<\/p>\n<\/p>\n<p><strong>With Hire ID Resume Builder, you can:<\/strong><\/p>\n<\/p>\n<p>\ud83e\udd16 Use AI to improve summaries, experience, and resume content<\/p>\n<p>\ud83c\udfaf Tailor your resume based on a job description<\/p>\n<p>\ud83d\udcc4 Import details from LinkedIn or an existing resume\/PDF<\/p>\n<p>\ud83e\udde9 Choose from 14+ ATS-friendly templates<\/p>\n<p>\ud83d\udcca Explore 35+ resume patterns across different structures and styles<\/p>\n<p>\ud83c\udfa8 Customize layout, fonts, colors, spacing, and sections<\/p>\n<p>\u2b07\ufe0f Export in PDF or DOCX with no watermark<\/p>\n<p>\ud83d\ude80 Build resumes that feel polished, relevant, and ready to send<\/p>\n<\/p>\n<p>From a product and engineering perspective, we wanted this to be more than just a resume formatter. We wanted to build something that genuinely helps people move faster with less stress while applying for opportunities.<\/p>\n<\/p>\n<p>Whether someone is creating their first resume, switching careers, or improving an existing one, Hire ID is built to combine AI assistance with deep customization.<\/p>\n<\/p>\n<p><strong>\ud83c\udf81 Product Hunt Launch Offer<\/strong><\/p>\n<p>We\u2019re offering 1 year of Pro for free with coupon code <strong>HIREID1000<\/strong> for first 1000 Users.<\/p>\n<\/p>\n<p>Would love to hear your feedback and thoughts.<\/p>\n<\/p>\n<p>Excited to share what we\u2019ve built with the Product Hunt community \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>15<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a> This looks good! Congratulations on the launch, All the best! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a> Good luck with 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\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a> Kudos to your team, just one quick question. Would you be developing this as a full stack for cover letter, recommendation formats, job interview preps (based on specific industry+rounds), and resume as well? Could be a real game changer.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This could be useful if it genuinely improves candidate outcomes. Good luck launching.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@athsara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@athsara<\/a> Thanks so much! That\u2019s exactly our goal – to genuinely help candidates present their strengths better and improve their chances. Really appreciate the support : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@athsara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@athsara<\/a> Thank you, really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>as someone who sees hundreds of resumes, the ‘job-ready’ aspect is what matters. formatters are plenty, but tools that help with the writing are what candidates actually need. clean designs help us move faster too.<a href=\"https:\/\/www.producthunt.com\/products\/hireid\" target=\"_blank\" rel=\"noopener\">@Hire ID<\/a> <a href=\"https:\/\/www.producthunt.com\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you for your support <a href=\"https:\/\/www.producthunt.com\/@vikramp7470\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikramp7470<\/a> Absolutely, that is exactly what we believe too.<\/p>\n<p>A resume should not just look good, it should help people communicate their value better and get shortlisted faster. That is why we focused on both clean design and strong writing support with Hire ID. Really appreciate you sharing this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<a href=\"https:\/\/www.producthunt.com\/@vikramp7470\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikramp7470<\/a> That is exactly the problem we wanted to solve with Hire ID.<\/p>\n<p>Clean design matters, but strong writing support is what truly makes a resume job ready.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Could be helpful! But if many users use the same AI + templates, how do you help each resume still feel unique and differentiated? Also do you see Hire ID evolving into a full job application copilot like resume + cover letter + interview prep???<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> That is a great question.<\/p>\n<\/p>\n<p>The goal is not to give everyone the same AI output. Hire ID is built to help users tailor content for their target role, edit every section manually, and combine that with different templates, patterns, and layout controls so the final resume still feels personal.<\/p>\n<\/p>\n<p>And yes, we do see this growing beyond just resume building. We are thinking much bigger about how Hire ID can support the full job search journey over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>There are a lot of AI resume tools now. How are you helping people actually stand out rather than just generating something that looks similar to everyone else?<\/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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> That’s a fair question.<\/p>\n<\/p>\n<p>Behind the scenes, Hire ID does not treat resume building like a one click output. We separate content, structure, and layout so users can tailor each part for the role, improve the writing with AI, and still keep full editing control.<\/p>\n<\/p>\n<p>That helps the resume feel more relevant and personal, not generic.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looking quite interesting-good luck on the launching <\/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>Thanks a lot, Divesh. Really appreciate the support and kind words.<\/p>\n<p>Excited for the launch and looking forward to sharing more soon.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sooddvs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sooddvs<\/a> Thanks so much, Divesh. Really appreciate the encouragement.<\/p>\n<p>We are excited to bring this out and hopeful it makes resume building a lot simpler for people.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@sooddvs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sooddvs<\/a> Thank you, really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello PH community! \ud83d\udc4b<\/p>\n<p>We created <strong>Hire ID<\/strong> to make resume building simpler and more effective for job seekers. Writing a strong resume shouldn\u2019t feel overwhelming.<\/p>\n<\/p>\n<p>We hope the free Pro plan helps more people take the next step in their careers.<\/p>\n<p>\ud83c\udf81 <strong>1 year Pro free for first 1000 users<\/strong> – <strong>HIREID1000<\/strong><\/p>\n<p>Would love your feedback \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congratulations on your launch \ud83d\ude0a<br \/>\nThis is a really practical idea \ud83d\udcafA lot of tools stop at formatting, but the actual struggle is writing something that feels strong and targeted.<\/p>\n<p>What makes your AI output better than just prompting ChatGPT with a job description?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@george_esther\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_esther<\/a> Thank you so much! Completely agree – the hardest part is getting the writing to feel strong and relevant.<\/p>\n<p>The idea is to make the output more structured, clear, and tailored to the job description, while still keeping you in control to edit and refine easily in one place. It helps save time and avoids starting from scratch with prompts every time.<\/p>\n<p>Really appreciate the thoughtful question and support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What was the motivation to build this app? Personal experience with job seeking? There are dozens of AI resume builders available like Resume Worded, what makes yours different and stand out from the crowd?<\/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\/@peterclaridge\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterclaridge<\/a> Thanks, Peter. Alongside the resume builder, Hire ID is part of a much bigger vision.<\/p>\n<p>We are building it not just for job seekers creating resumes, but also for professionals looking to switch roles more easily. What you see today is just the starting point. There is a much bigger update coming soon, and we believe it can turn Hire ID into something far more impactful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/hireid\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"hireid\" target=\"_blank\" rel=\"noopener\">@Hire ID<\/a> Congrats on the launch! Really like the focus on helping users create job-ready resumes quickly with AI. Looks super useful. Curious – what new features are you planning to add next?<\/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>Thanks a lot, <a href=\"https:\/\/www.producthunt.com\/@harigovind11\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harigovind11<\/a> Really appreciate the support.<\/p>\n<p>We are working on making Hire ID even more helpful with stronger job based tailoring, smarter AI suggestions, and more flexibility in how users build and refine each section of their resume. More exciting updates soon.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats with the launch! Good luck<\/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\/@panphilov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@panphilov<\/a> Appreciate your support, Thank you very much : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is exactly what resume builders should be \u2013 focused on helping you tell your story better, not just making it look pretty<\/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\/@alexia_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexia_li<\/a> Thanks a ton for the support! Helping people present their experience with clarity and confidence is exactly what we aimed for : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thanks a lot for your support : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Appreciate your support, thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! Can I ask, are you able to provide it job descriptions + your resume info, so it tailors the output to each role you might apply for?<\/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\/@leah_dyke\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leah_dyke<\/a> Thank you! \ud83d\ude0a Yes, you can share the job description along with your resume details, and it helps tailor the content for that role. You can always edit or tweak anything to keep it just the way you want. Appreciate the question!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 you launching!! Updating resumes for every single job posting is honestly one of the most exhausting parts of job hunting. The fact that Hire ID actually tailors the content to the job description (not just formatting) is what sets it apart for me. When the AI rewrites your experience section, can you control how much it changes or does it fully rewrite everything? <\/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\/@aya_vlasoff\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aya_vlasoff<\/a> Thank you so much! Totally agree – tailoring the resume for each role can be really tiring, so we wanted to make that part much easier.<\/p>\n<p>When the AI suggests updates, you\u2019re always in control – you can edit, adjust, or keep as much of your original content as you like. It helps refine and tailor, but nothing changes unless you choose to. Really appreciate the thoughtful question and support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations. And happy product launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@huisong_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huisong_li<\/a> Thanks a lot for your support : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@huisong_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huisong_li<\/a> Appreciate your support, thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Timing is funny – I literally just built a resume by hand this week and hated every minute of it. The LinkedIn import alone would have saved me hours. Trying it now<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dklymentiev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dklymentiev<\/a> Haha perfect timing \ud83d\ude0a Writing a resume manually can be such a pain, so really glad the LinkedIn import can save you some time. Hope it makes things much easier – would love to hear what you think after trying it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing! Does it use LinkedIn or your current CV to extract info from automatically? Or do we create it from scratch?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dua_khan7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dua_khan7<\/a> Thank you! \ud83d\ude0a You can start either way – import from LinkedIn or upload your current CV, which saves a lot of time, or create it from scratch if you prefer. Whatever feels easiest for you. Appreciate your interest!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Okay this is nice\u2026 finally something that won\u2019t make the resume sound like a robot wrote it.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shahmeer_baloch1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shahmeer_baloch1<\/a> Really glad it feels that way \ud83d\ude0a We wanted the writing to sound natural and human, not AI-ish. Thanks a lot for the kind words and support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Getting the writing part right is the real pain, not the template. Can resumes be created in multiple languages?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@amraniyasser\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amraniyasser<\/a> Totally agree – writing is the toughest part for most people \ud83d\ude0a<br \/>Multi-language support isn\u2019t available yet, but it\u2019s something we\u2019re planning to add. Really appreciate the suggestion!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>Really interesting direction. I\u2019m curious how you handle the risk of AI over-smoothing a candidate\u2019s resume and missing important nuances. Do you have any safeguards or validation steps for that?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vladimir_mynka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vladimir_mynka<\/a> Thank you! \ud83d\ude0a That\u2019s a really thoughtful question. We try to make sure the AI improves clarity without losing the person\u2019s unique voice. Everything can be easily edited, so users stay fully in control of what goes into their resume. We\u2019re also constantly refining the suggestions to better preserve important details and nuances. Appreciate you pointing this out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">it will be interesting to see how ATS friendly this is. The factors that influence the selection might also change on based on the ATS used, right?<\/p>\n<p>Also, can I customise my resume based on the geography of the org I am applying to? Do you have any insights on the geography of the org affecting what is important to highlight in the resume?<\/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\/@jsurendranathreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jsurendranathreddy<\/a> Great questions – really appreciate you thinking deeply about this! \ud83d\ude0a<\/p>\n<p>Yes, ATS systems can vary in how they parse and rank resumes, which is why we focus on keeping the structure clean, standard, and readable across most widely used ATS formats. The goal is to avoid overly complex layouts and ensure the content is easy for both ATS and recruiters to understand.<\/p>\n<\/p>\n<p>Regarding geography, you can absolutely customize your resume based on where you\u2019re applying. Expectations can differ by region – for example, some markets prefer concise one-page resumes, while others value more detailed experience, or emphasize different sections. We\u2019re continuing to improve guidance so users can better tailor resumes based on role, industry, and geography.<\/p>\n<p>Really thoughtful points – feedback like this helps us keep improving. Thanks for sharing!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just used this to update my CV and I\u2019m honestly blown away. The LinkedIn import feature saved me so much time, and I love that I could actually focus on writing good content instead of fighting with text boxes and formatting. Exported my watermark-free PDF in minutes and it looks incredibly clean. Awesome product, Bhavya and Akshay\u2014congrats 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>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\/@jordanh22\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jordanh22<\/a> Thank you so much! \ud83d\ude0a Really glad the LinkedIn import saved you time and made the whole process easier – exactly what we hoped for. Appreciate you trying it and sharing this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks like a great tool to help anyone looking to build a modern resume! Congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anthony_latona\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anthony_latona<\/a> Thank you so much! \ud83d\ude0a Really glad you feel that way – that\u2019s exactly what we hoped to build. Appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I found it on LinkedIn and thought of giving it a try and i can say it’s genuinely amazing \ud83d\ude0d <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@rkkrishna\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rkkrishna<\/a> So happy to hear that! \ud83d\ude0a Thanks a lot for trying it out and sharing your feedback – really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! The suggestions and editing appear to be both easy to follow and professional.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mssulthan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mssulthan<\/a> Thank you so much! \ud83d\ude0a Glad you found the suggestions and editing simple and professional – that\u2019s exactly what we aimed for. Really appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Nice tool but I suggest formatting to suit countries normes like Canadian CV or European CV.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ROJVSNUPVLMNU4\" class=\"app-title\">.MD This Page<\/a><\/p>\n<div class=\"one-liner\">Convert any page to clean Markdown instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u4e00\u952e\u5c06\u6742\u4e71\u7f51\u9875\u5185\u5bb9\u63d0\u53d6\u5e76\u8f6c\u6362\u4e3a\u7ed3\u6784\u6e05\u6670\u7684Markdown\u6587\u672c\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4fe1\u606f\u5b58\u6863\u3001\u77e5\u8bc6\u5e93\u6784\u5efa\u53ca\u4e3aLLM\u51c6\u5907\u4f18\u8d28\u8f93\u5165\u65f6\uff0c\u624b\u52a8\u6574\u7406\u6548\u7387\u4f4e\u4e0b\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5a3b8667-77b2-44a1-8c3f-ed8b2c4b21dd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18e586a2-ded1-46a1-af2f-8eeba329647b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fada85a6-0776-4e5f-9380-4c8ac42f976e.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\">Browser Extensions<\/span><br \/>\n <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u8f6cMarkdown<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u5173\u6ce8\u5176\u6280\u672f\u5b9e\u73b0\uff08\u5982\u4f7f\u7528Mozilla Readability\u548cTurndown\u5e93\uff09\u3001\u5904\u7406JavaScript\u6e32\u67d3\u9875\u9762\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u5185\u5bb9\uff08\u5982\u8868\u683c\u3001\u6570\u5b66\u516c\u5f0f\uff09\u7684\u6548\u679c\u3002\u5f00\u53d1\u8005\u786e\u8ba4\u5176\u57fa\u4e8e\u6e32\u67d3\u540eDOM\u63d0\u53d6\uff0c\u7eaf\u672c\u5730\u8fd0\u884c\uff0c\u672a\u4f7f\u7528LLM\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 \u5728\u4fe1\u606f\u8fc7\u8f7d\u4e0eAI\u5e94\u7528\u7206\u53d1\u7684\u4ea4\u6c47\u70b9\uff0c.MD This Page\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u5374\u81f3\u5173\u91cd\u8981\u7684\u7f1d\u9699\u5e02\u573a\u2014\u2014\u6570\u636e\u9884\u5904\u7406\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u683c\u5f0f\u8f6c\u6362\uff0c\u800c\u662f\u5145\u5f53\u4e86\u6df7\u6c8c\u7f51\u7edc\u4fe1\u606f\u4e0e\u7ed3\u6784\u5316AI\u5e94\u7528\u4e4b\u95f4\u7684\u201c\u6e05\u6d01\u63a5\u53e3\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6293\u4f4f\u4e86\u5f53\u524dAI\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u74f6\u9888\uff1a\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\u3002\u5b83\u901a\u8fc7\u6210\u719f\u7684Readability\u5e93\u89e3\u51b3\u5185\u5bb9\u63d0\u53d6\u8fd9\u4e00\u7ecf\u5178\u95ee\u9898\uff0c\u518d\u8f6c\u5316\u4e3aLLM\u53cb\u597d\u7684Markdown\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u7f51\u9875\u7684\u201c\u89c6\u89c9\u6392\u7248\u201d\u4f18\u5316\u4e3a\u201c\u8bed\u4e49\u6392\u7248\u201d\u3002\u8fd9\u4e0d\u4ec5\u8282\u7701\u4e86\u63d0\u793a\u8bcd\u4e2d\u7684\u65e0\u7528\u4ee4\u724c\uff0c\u66f4\u901a\u8fc7\u63d0\u5347\u8f93\u5165\u6570\u636e\u7684\u4fe1\u566a\u6bd4\uff0c\u6f5c\u5728\u5730\u6539\u5584\u4e86LLM\u8f93\u51fa\u7684\u8d28\u91cf\u548c\u7a33\u5b9a\u6027\u3002\u5f00\u6e90\u5c5e\u6027\u8fdb\u4e00\u6b65\u964d\u4f4e\u4e86\u7528\u6237\u4fe1\u4efb\u95e8\u69db\uff0c\u5e76\u5141\u8bb8\u793e\u533a\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u4f18\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u4f9d\u8d56\u89c4\u5219\u5e93\u7684\u8f6c\u6362\u5728\u9762\u5bf9\u9ad8\u5ea6\u52a8\u6001\u3001\u975e\u6807\u51c6\u6216\u5f3a\u4ea4\u4e92\u5f0f\u5185\u5bb9\u65f6\uff0c\u96be\u514d\u529b\u6709\u4e0d\u902e\u3002\u7528\u6237\u5bf9\u590d\u6742\u8868\u683c\u548c\u6570\u5b66\u516c\u5f0f\u7684\u62c5\u5fe7\uff0c\u6b63\u662f\u5176\u8fb9\u754c\u6240\u5728\u3002\u5728\u201cAI\u539f\u751f\u201d\u7406\u5ff5\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u5b83\u660e\u667a\u5730\u9009\u62e9\u4e86\u201cAI\u8d4b\u80fd\u201d\u800c\u975e\u201cAI\u9a71\u52a8\u201d\uff0c\u6240\u6709\u5904\u7406\u5747\u5728\u672c\u5730\u5b8c\u6210\uff0c\u8fd9\u65e2\u662f\u9690\u79c1\u5356\u70b9\uff0c\u4e5f\u610f\u5473\u7740\u653e\u5f03\u4e86\u5229\u7528AI\u672c\u8eab\u6765\u7406\u89e3\u3001\u91cd\u6784\u590d\u6742\u5185\u5bb9\u7684\u53ef\u80fd\u6027\u3002\u8fd9\u662f\u4e00\u6b3e\u4f18\u79c0\u3001\u52a1\u5b9e\u7684\u5de5\u5177\uff0c\u4f46\u5b83\u66f4\u50cf\u662f\u667a\u80fd\u65f6\u4ee3\u7684\u201c\u9ad8\u7ea7\u526a\u5200\u6d46\u7cca\u201d\uff0c\u800c\u975e\u9769\u547d\u6027\u7684\u4fe1\u606f\u7406\u89e3\u5f15\u64ce\u3002\u5176\u957f\u671f\u4ef7\u503c\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u683c\u5f0f\u8f6c\u6362\u5668\u201d\u8fdb\u5316\u4e3a\u201c\u8bed\u4e49\u7406\u89e3\u8fc7\u6ee4\u5668\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\">.MD This Page<\/span>\n <\/div>\n<div class=\"comment-content\">.MD this page is a browser extension that extracts the main content of an article or webpage, removes clutter, and converts it into well-formatted Markdown. Whether you’re saving articles, preparing content for large language models, or building knowledge bases, this extension helps you turn messy web pages into structured, readable text in seconds<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hello Product Hunters,<\/p>\n<p>“.MD this page” is a browser extension that extracts the main content from any article or webpage, removes clutter like ads and navigation, and converts everything into clean, well-structured Markdown with a single click. It\u2019s especially useful for working with modern LLMs, which perform far better when given organized Markdown instead of noisy HTML resulting in clearer structure, better reasoning, and more efficient use of tokens. The extension uses smart extraction (powered by Mozilla Readability), offers a dedicated preview interface, and lets you customize the output by toggling images, links, metadata, and even generating a page structure map. You can then easily copy the result, download it as a .md file, or use it directly as a prompt for AI workflows\u2014turning messy web pages into clean, LLM-ready documents in seconds.<\/p>\n<p>The extension is open source:<br \/>\n<a href=\"https:\/\/github.com\/Ademking\/MD-This-Page\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/Ademking\/MD-T…<\/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\/@adem_kouki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adem_kouki<\/a> Have you tested token savings on long-form pages like research papers or paywalled articles? Any tweaks for handling complex tables or math equations that LLMs often choke 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@adem_kouki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adem_kouki<\/a> <\/p>\n<p>Nice, I\u2019ll try it out.<\/p>\n<p>Are you mainly using something like Mozilla Readability for the extraction, or did you add your own layer on top? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@adem_kouki \u2014 how does the extension handle JavaScript-rendered pages? Most page-to-markdown tools work cleanly on server-side rendered content but produce noisy output when the main body is client-side. Are you doing a readability-style extraction pass before converting, or working directly from the DOM?<\/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\/@jimmypk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimmypk<\/a> Good question. it works on the fully rendered DOM, then run a Readability extraction pass before converting to Markdown. So it handles most JS-rendered pages pretty well<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What does it use under the covers to convert the html to markdown? Some pre-existing library or rolls its own? Is there LLM assistance at all?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@gunnarniels\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gunnarniels<\/a> The pipeline is basically: rendered DOM \u2192 Readability extraction \u2192 Turndown \u2192 Markdown<\/p>\n<p>No LLM involved at all.. everything runs locally in the browser<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/TZQ47K6JPYED2U\" class=\"app-title\">Hipocampus<\/a><\/p>\n<div class=\"one-liner\">AI operators that own team workflows<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">84<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Hipocampus\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u4f5c\u6d41\u6240\u6709\u6743\u5c42\uff0c\u901a\u8fc7\u90e8\u7f72\u53d7\u7ba1\u63a7\u7684AI\u64cd\u4f5c\u5458\uff0c\u5728\u788e\u7247\u5316\u7684\u7cfb\u7edf\u95f4\u81ea\u52a8\u5316\u5e76\u201c\u6301\u6709\u201d\u5de5\u4f5c\u6d41\uff0c\u89e3\u51b3\u8de8\u5de5\u5177\u3001\u8de8\u65f6\u95f4\u534f\u4f5c\u4e2d\u6d41\u7a0b\u4e2d\u65ad\u3001\u9700\u4eba\u5de5\u9891\u7e41\u4ecb\u5165\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/e1e2fd4c-b974-499c-b234-43d583ceaf0f.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/FvxmydPz0OM?si=nNh8A7tSkmKD02Hs\"><source src=\"https:\/\/youtu.be\/FvxmydPz0OM?si=nNh8A7tSkmKD02Hs\" 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\/6053c678-1f80-4b87-9976-8fb456ce7340.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a19769e2-ac84-42d1-9d79-ecb20a50edda.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e1f423bd-3b30-4487-a837-627eaaf8e3c0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0ed37dfb-9d90-4344-9311-d131e207d0a9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5e0fb75a-9b77-4e6c-ac50-c7bde796e595.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><br \/>\n <span class=\"tag\">YouTube<\/span><br \/>\n <span class=\"tag\">Vercel Day<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\uff08Agent\uff09<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5206\u5e03\u5f0f\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u6301\u4e45\u5316<\/span><br \/>\n <span class=\"tag\">\u591a\u5de5\u5177\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u4ea4\u63a5<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7AI<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u4ea7\u54c1\u6982\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u5de5\u4f5c\u6d41\u4e2d\u4f18\u5148\u7ea7\u52a8\u6001\u8c03\u6574\u3001\u4eba\u673a\u4ea4\u63a5\u65f6\u7684\u4e0a\u4e0b\u6587\u4fdd\u6301\u3001\u5e95\u5c42\u6a21\u578b\u53d8\u66f4\u5bf9\u6301\u4e45\u5316\u72b6\u6001\u7684\u5f71\u54cd\u3002\u521b\u59cb\u4eba\u56de\u590d\u91cd\u70b9\u9610\u91ca\u4e86\u5176\u6301\u4e45\u5316\u67b6\u6784\u3001\u4efb\u52a1\u5316\u4ea4\u63a5\u8bbe\u8ba1\u53ca\u5bf9LLM\u7684\u5f31\u4f9d\u8d56\u6027\uff0c\u4ee5\u4fdd\u969c\u53ef\u9760\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 Hipocampus\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2aAI\u804a\u5929\u673a\u5668\u4eba\u6216\u7b80\u5355\u7684\u81ea\u52a8\u5316\u89e6\u53d1\u5668\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u56e2\u961f\u6570\u5b57\u5de5\u4f5c\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u7cfb\u7edf\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u201c\u5de5\u4f5c\u6d41\u6240\u6709\u6743\u201d\u76f4\u51fb\u5f53\u524dAI\u5e94\u7528\u7684\u6838\u5fc3\u77db\u76fe\uff1aAI\u80fd\u751f\u6210\u5185\u5bb9\uff0c\u4f46\u65e0\u6cd5\u5bf9\u590d\u6742\u3001\u957f\u671f\u3001\u8de8\u7cfb\u7edf\u7684\u5de5\u4f5c\u7ed3\u679c\u8d1f\u8d23\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u5de5\u4f5c\u6d41\u72b6\u6001\u3001\u5ba1\u6279\u3001\u4e0a\u4e0b\u6587\u8fdb\u884c\u6301\u4e45\u5316\u5c01\u88c5\uff0c\u5e76\u7531\u201c\u64cd\u4f5c\u5458\u201d\u957f\u671f\u6301\u6709\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u6784\u5efa\u4e00\u4e2a\u4ee5\u76ee\u6807\u4e3a\u5bfc\u5411\u3001\u800c\u975e\u4ee5\u4efb\u52a1\u6267\u884c\u4e3a\u5bfc\u5411\u7684AI\u7cfb\u7edf\u3002\u5176\u6700\u5927\u6311\u6218\u4e0e\u4eae\u70b9\u5747\u5728\u4e8e\u6b64\u3002\u4eae\u70b9\u5728\u4e8e\uff0c\u5b83\u8bd5\u56fe\u89e3\u51b3\u667a\u80fd\u4f53\uff08Agent\uff09\u9886\u57df\u7684\u201c\u5065\u5fd8\u75c7\u201d\u548c\u201c\u8106\u5f31\u6027\u201d\u96be\u9898\uff0c\u901a\u8fc7\u501f\u9274\u5206\u5e03\u5f0f\u7cfb\u7edf\u7406\u5ff5\uff08\u5982\u72b6\u6001\u6301\u4e45\u5316\u3001\u5bb9\u9519\uff09\uff0c\u8ba9AI\u80fd\u771f\u6b63\u8ddf\u8fdb\u4e00\u4e2a\u957f\u8fbe\u6570\u5468\u7684\u4efb\u52a1\u3002\u6311\u6218\u5219\u5728\u4e8e\uff0c\u8fd9\u79cd\u201c\u6240\u6709\u6743\u201d\u7684\u8fb9\u754c\u5b9a\u4e49\u6781\u4e3a\u590d\u6742\u2014\u2014\u64cd\u4f5c\u5458\u5e94\u5728\u4f55\u65f6\u3001\u4ee5\u4f55\u79cd\u65b9\u5f0f\u201c\u62c9\u4eba\u4ecb\u5165\u201d\uff1f\u8fc7\u5ea6\u81ea\u4e3b\u4f1a\u5931\u63a7\uff0c\u8fc7\u5ea6\u8bf7\u793a\u5219\u6ca6\u4e3a\u901a\u77e5\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u533a\u7684\u6280\u672f\u95ee\u7b54\u53ef\u89c1\uff0c\u56e2\u961f\u6e05\u9192\u5730\u610f\u8bc6\u5230\u5bf9\u5e95\u5c42\u5927\u6a21\u578b\u7684\u8fc7\u5ea6\u4f9d\u8d56\u662f\u7cfb\u7edf\u6027\u98ce\u9669\uff0c\u56e0\u6b64\u5f3a\u8c03\u201c\u7f30\u7ef3\u201d\uff08harness\uff09\u67b6\u6784\u548c\u6a21\u578b\u65e0\u5173\u6027\u3002\u8fd9\u4f7f\u5176\u533a\u522b\u4e8e\u8ddf\u98ce\u5957\u58f3\u7684AI\u5e94\u7528\uff0c\u5c55\u73b0\u4e86\u5de5\u7a0b\u6df1\u5ea6\u3002\u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u8fd9\u79cd\u5bf9\u201c\u53ef\u9760\u6027\u201d\u548c\u201c\u72b6\u6001\u201d\u7684\u62bd\u8c61\uff0c\u8f6c\u5316\u4e3a\u4e0d\u540c\u884c\u4e1a\u56e2\u961f\u53ef\u76f4\u89c2\u7406\u89e3\u5e76\u7075\u6d3b\u914d\u7f6e\u7684\u5de5\u4f5c\u6d41\u8303\u5f0f\u3002\u5b83\u53ef\u80fd\u4e0d\u662f\u89e3\u51b3\u6240\u6709\u81ea\u52a8\u5316\u95ee\u9898\u7684\u94f6\u5f39\uff0c\u4f46\u4e3a\u201cAI\u4f5c\u4e3a\u534f\u4f5c\u8005\u800c\u975e\u5de5\u5177\u201d\u7684\u613f\u666f\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9887\u5177\u5de5\u4e1a\u7ea7\u6f5c\u529b\u7684\u5b9e\u73b0\u8def\u5f84\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Hipocampus<\/span>\n <\/div>\n<div class=\"comment-content\">Hipocampus is a workflow-ownership layer for teams. It deploys governed operators that automate and own team workflows across fragmented systems, with persistent workflow state, approvals, delegation, escalation, and shared context so work keeps moving across tools and time.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone \ud83d\udc4b<\/p>\n<p>Noureddin here, co-founder of Hipocampus.<\/p>\n<p>We\u2019ve been spending the last couple of years building AI systems, and one thing kept coming up over and over again \u2014 AI tools are everywhere, but actually getting real work done across them is still messy.<\/p>\n<p>You end up stitching workflows together by hand, jumping between tools, and babysitting everything to make sure it moves forward.<\/p>\n<p>So we built Hipocampus, AI operators that own team workflows.<\/p>\n<p>The idea is simple: give every team an swarm of operators.<\/p>\n<p>Instead of just generating outputs, operators actually own workflows, they carry context across tools and time, take actions, keep things moving, and only pull you in when it actually matters.<\/p>\n<p>Our goal is to become the single point of contact for how work gets done across your stack.<\/p>\n<p>We\u2019re still working closely with teams to shape this, so if you\u2019re dealing with messy, multi-step workflows, I\u2019d genuinely love to hear what\u2019s painful for you.<\/p>\n<p>Try it out, break it, tell us what\u2019s missing.<\/p>\n<p>I\u2019ll be here all day answering everything \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@noureddin_bakir1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@noureddin_bakir1<\/a> How does Hipocampus handle evolving priorities mid-workflow, like reprioritizing based on real-time 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! This is a compelling take on workflow automation. I’m curious about how Hipocampus handles context handoffs when operators need to escalate work back to humans\u2014what does that experience look like for team members, and how do you prevent context loss in that transition?<\/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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> Our operators aren’t driven by a thin runtime, in essence a series of ephemeral chats. Instead, they are persistent in memory, state, and context, which allows them to continue working after weeks at a time. <\/p>\n<p>Our architecture supports persistence at scale, unlike most of our competitors within this space. <\/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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> thank you. Great question. To add, when an operator needs a human, that handoff becomes a task with the context attached, not just a chat relay. The teammate sees a review item in their queue or inbox with the task, notes, comments, latest summary, and outputs. We avoid context loss by storing the work state outside the model: task history, ownership changes, comments, session summaries, notifications, and artifacts stay with the task, so work can move between operator and human without anyone having to reconstruct what happened from memory.<\/p>\n<p>Hipocampus is built to learn the job as you do it. You do something once or twice with the AI helping, it starts to recognize the pattern, and then it can take the first pass on similar work on its own. When you come back, the draft or prep work is already there, and you can review it, tweak it, approve it, or send it back<\/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>@noureddin_bakir1 \u2014 given the distributed systems background, how do you handle consistency when an operator’s state needs to survive model version changes or provider swaps? Most persistence layers I’ve seen for long-running agents break down when the underlying model behavior shifts mid-workflow.<\/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\/@jimmypk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimmypk<\/a> Easy. You don’t train your system on being very reliant on LLMs. That’s a mistake a lot of teams building agentic systems make.<\/p>\n<\/p>\n<p>One of the things that differs us is that we understood that early on was to build harnesses that weren’t reliant on the model itself. That way we avoid model quirks, becoming model agnostic.<\/p>\n<\/p>\n<p>Teams make the most mistakes by being reliant on an LLM Model.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Seriously cool! This feels like Zapier + Temporal + AI agents combined. Btw what\u2019s been the hardest part in making that actually reliable in production?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> The hardest part was figuring out how to approach building Hippocampus. Since we both have a background from distributed systems, we realized this was just another distributed systems pattern. This is why we’re ahead of the curve when it comes to production reliability, observability, and why we have the strongest harness given our intelligence layer. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SRQS3IDRPWPWNH\" class=\"app-title\">Lounge<\/a><\/p>\n<div class=\"one-liner\">macOS Tahoe menu bar manager with notch-aware icon control<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">77<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e13\u4e3amacOS Tahoe\u8bbe\u8ba1\u7684\u83dc\u5355\u680f\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u72ec\u7279\u7684\u201c\u5218\u6d77\u611f\u77e5\u9762\u677f\u201d\u548c\u7075\u6d3b\u7684\u91cd\u6392\u529f\u80fd\uff0c\u89e3\u51b3\u4e86MacBook\u5218\u6d77\u5c4f\u906e\u6321\u83dc\u5355\u680f\u56fe\u6807\u4ee5\u53ca\u56fe\u6807\u8fc7\u591a\u5bfc\u81f4\u6df7\u4e71\u7684\u7528\u6237\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b34457a6-7386-421a-b5b3-2bb453ff5263.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4dff2ac1-4512-4fd3-8437-31d6b7d31816.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1444e14b-563b-4e1e-8a83-3d0e63fd5f5c.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\/71845504-e340-40d7-9a03-08b576ae27cb.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/VSlZGZXwzwk\"><source src=\"https:\/\/youtu.be\/VSlZGZXwzwk\" 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\">Icons<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5218\u6d77\u5c4f\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u72b6\u6001\u680f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u5173\u6ce8\uff1a1. \u6838\u5fc3\u75db\u70b9\u89e3\u51b3\uff08\u5218\u6d77\u906e\u6321\u95ee\u9898\uff09\uff1b2. \u6027\u80fd\u4e0e\u517c\u5bb9\u6027\u7591\u95ee\uff08\u591a\u56fe\u6807\u4e0b\u6d41\u7545\u5ea6\u3001M\u82af\u7247\u9002\u914d\uff09\uff1b3. \u5b9e\u73b0\u6280\u672f\u7ec6\u8282\uff08\u662f\u5426\u4f7f\u7528\u82f9\u679c\u5b98\u65b9API\uff09\uff1b4. \u4f7f\u7528\u573a\u666f\u63a2\u8ba8\uff08\u83dc\u5355\u680f\u4f7f\u7528\u9891\u7387\uff09\uff1b5. \u610f\u5916\u53d1\u73b0AI\u4ee3\u7406\u96c6\u6210\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Lounge\u5207\u5165\u7684\u662f\u4e00\u4e2a\u770b\u4f3c\u5fae\u5c0f\u5374\u6781\u5176\u987d\u56fa\u7684\u75db\u70b9\uff1a\u82f9\u679c\u786c\u4ef6\u8bbe\u8ba1\uff08\u5218\u6d77\u5c4f\uff09\u4e0e\u8f6f\u4ef6\u81ea\u7531\uff08\u83dc\u5355\u680f\u56fe\u6807\u6570\u91cf\uff09\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2aBartender\u66ff\u4ee3\u54c1\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u6210\u4e3amacOS\u751f\u6001\u4e2d\u4e00\u4e2a\u201c\u611f\u77e5\u786c\u4ef6\u7f3a\u9677\u7684\u8f6f\u4ef6\u8865\u4e01\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\u4e14\u7280\u5229\uff1a\u5b83\u6ca1\u6709\u7c97\u66b4\u5730\u8981\u6c42\u5c4f\u5e55\u5f55\u5236\u6743\u9650\uff08\u8fd9\u4e0eBartender\u7b49\u5f62\u6210\u5173\u952e\u5dee\u5f02\uff0c\u4e3b\u6253\u9690\u79c1\u548c\u5b89\u5168\u724c\uff09\uff0c\u800c\u662f\u7528\u201c\u5218\u6d77\u611f\u77e5\u60ac\u505c\u9762\u677f\u201d\u8fd9\u4e00\u4ea4\u4e92\uff0c\u5c06\u786c\u4ef6\u7684\u7f3a\u9677\u626d\u8f6c\u4e3a\u89e6\u53d1\u529f\u80fd\u7684\u5165\u53e3\u3002\u8fd9\u6bd4\u7b80\u5355\u7684\u9690\u85cf\/\u663e\u793a\u66f4\u806a\u660e\uff0c\u8d4b\u4e88\u4e86\u5218\u6d77\u533a\u57df\u65b0\u7684\u4ea4\u4e92\u610f\u4e49\u3002\u5176\u62d6\u62fd\u6392\u5e8f\u548c\u5feb\u6377\u952e\u529f\u80fd\uff0c\u5219\u662f\u83dc\u5355\u680f\u7ba1\u7406\u5de5\u5177\u7684\u53ca\u683c\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u7591\u95ee\u6070\u6070\u70b9\u51fa\u4e86\u5176\u6f5c\u5728\u98ce\u9669\u4e0e\u5929\u82b1\u677f\u3002\u9996\u5148\uff0c**\u6027\u80fd\u5b58\u7591**\u3002\u83dc\u5355\u680f\u7ba1\u7406\u5de5\u5177\u672c\u8d28\u662f\u7cfb\u7edf\u7ea7\u5e38\u9a7b\u52a9\u624b\uff0c\u5728\u201c\u91cd\u5ea6\u7528\u623710+\u56fe\u6807\u201d\u573a\u666f\u4e0b\u7684\u6d41\u7545\u5ea6\u662f\u751f\u547d\u7ebf\uff0c\u8fd9\u4f9d\u8d56\u4e8e\u5176\u201c\u81ea\u5b9a\u4e49\u663e\u793a\u6570\u5b66\u65b9\u6cd5\u201d\u7684\u4f18\u5316\u7a0b\u5ea6\uff0c\u800c\u975e\u82f9\u679c\u5b98\u65b9API\u53ef\u80fd\u5e26\u6765\u517c\u5bb9\u6027\u98ce\u9669\u3002\u5176\u6b21\uff0c**\u9700\u6c42\u521a\u6027\u5b58\u7591**\u3002\u968f\u7740\u7528\u6237\u8d8a\u6765\u8d8a\u591a\u5730\u4f7f\u7528Cmd+Space\u5168\u5c40\u641c\u7d22\u542f\u52a8\u5e94\u7528\u6216\u63a7\u5236\u4e2d\u5fc3\uff0c\u4f20\u7edf\u83dc\u5355\u680f\u7684\u4ea4\u4e92\u9891\u7387\u662f\u5426\u5728\u4e0b\u964d\uff1f\u8fd9\u52a8\u6447\u4e86\u6b64\u7c7b\u5de5\u5177\u7684\u6839\u672c\u5e02\u573a\u3002\u6700\u540e\uff0c**\u5b9a\u4f4d\u6a21\u7cca**\u3002\u8bc4\u8bba\u672b\u5c3e\u63d0\u5230\u7684\u201cAI\u4ee3\u7406\u96c6\u6210\u901a\u77e5\u201d\u529f\u80fd\u663e\u5f97\u7a81\u5140\uff0c\u8fd9\u7a76\u7adf\u662f\u63a2\u7d22\u65b0\u573a\u666f\uff0c\u8fd8\u662f\u529f\u80fd\u8513\u5ef6\u7684\u5f00\u59cb\uff1f\u5bb9\u6613\u6a21\u7cca\u5176\u201c\u4e13\u6ce8\u89e3\u51b3\u5218\u6d77\u4e0e\u83dc\u5355\u680f\u51b2\u7a81\u201d\u7684\u950b\u5229\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cLounge\u662f\u4e00\u6b3e\u5728\u7279\u5b9a\u786c\u4ef6\u6362\u4ee3\u671f\uff08\u5218\u6d77\u5c4fMacBook\u666e\u53ca\uff09\u548c\u7279\u5b9a\u7cfb\u7edf\u7a97\u53e3\u671f\uff08macOS Tahoe\uff09\u4e0b\uff0c\u601d\u8def\u7cbe\u5de7\u7684\u75db\u70b9\u578b\u5de5\u5177\u3002\u4f46\u5b83\u9762\u4e34\u7684\u662f\u4e00\u4e2a\u5c0f\u4f17\u3001\u4e13\u4e1a\u4e14\u53ef\u80fd\u9010\u6e10\u840e\u7f29\u7684\u5e02\u573a\u3002\u5176\u6bcf\u5e743.99\u7f8e\u5143\u7684\u5b9a\u4ef7\u4e5f\u8868\u660e\u5f00\u53d1\u8005\u5bf9\u5176\u89c4\u6a21\u6709\u6e05\u9192\u8ba4\u77e5\u3002\u5b83\u80fd\u5426\u4ece\u201c\u806a\u660e\u7684\u89e3\u51b3\u65b9\u6848\u201d\u8fdb\u5316\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u7cfb\u7edf\u589e\u5f3a\u7ec4\u4ef6\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u6781\u81f4\u6027\u80fd\u7a33\u5b9a\u6027\u548c\u62d3\u5c55\u9ad8\u4ef7\u503c\u83dc\u5355\u680f\u4f7f\u7528\u573a\u666f\uff08\u5982AI\u901a\u77e5\u63d0\u793a\u6216\u8bb8\u662f\u4e00\u4e2a\u65b9\u5411\uff09\u4e0a\u53d6\u5f97\u5e73\u8861\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u503c\u5f97\u5c1d\u8bd5\u7684\u201c\u4f18\u7b49\u751f\u201d\uff0c\u4f46\u5c1a\u672a\u5c55\u73b0\u51fa\u98a0\u8986\u683c\u5c40\u7684\u6f5c\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Lounge<\/span>\n <\/div>\n<div class=\"comment-content\">Lounge is a Bartender alternative built for macOS Thoe. Every app clutters your menu bar, and MacBook’snotch hides icons you need. Lounge solves this with\ud83d\udda5\ufe0f Notch-Aware Panel \u2014 Hover near the notch to revel all hidden icons in a beautiful panel. \u270b Drag & Drp \u2014 Hold \u2318 to rearrange icons across your menu bar. \ufe0fShortcut \u2014 Cmd+Shift+L toggles hidden items instanty. \ud83c\udfa8 Customizable \u2014 Pick icon styles, dividers, and nimations. $3.99\/year. 7-day free trial, no credit ard needed.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey MacBook lovers, <\/p>\n<p>I built Lounge because I as frustrated with the lack of good menu bar manages on macOS Tahoe. I do not favor other alternatives(such as: bartender) , they require screen recording permissions.<\/p>\n<p>The notch problem is real: it physically hides icons, so you can’t even click on them. Lounge solves this with a notch-aware hover pane \u2014 just move your cursor near the notch and all your hidden icons slide into a beautiful, organized view.<br \/>Beyond that, Lounge brings drag & drop re-arranging, a keyboard shortcut (Cmd+Shift+L), a clean single-panel settings UI.<\/p>\n<p>It’s $3.99\/year with a 7-day free trial<\/p>\n<p>Would love your feedbck! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@asktobuild\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asktobuild<\/a> Have you tested it with heavy menu bar users (10+ icons)? Does the hover pane stay smooth under load, or any lag on M-series chips?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@asktobuild\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asktobuild<\/a> <\/p>\n<p>Good job on the UI\/UX, it really feels very Apple-like. <\/p>\n<p>One thought on actual usage: how often do people really reach for the menu bar? I feel like using Cmd+Space to search for apps is pretty common, no? <\/p>\n<p>Good luck! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Having the MacBook notch swallow my background app icons is a daily annoyance when I have my whole dev stack running. Handling those safe area bounds programmatically is surprisingly tricky, so I am curious if you are relying on standard Apple APIs or doing custom display math to route icons around the notch. I am going to swap out my current manager today and see how Lounge handles my ridiculously bloated menu bar.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you! <a href=\"https:\/\/www.producthunt.com\/@y_taka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@y_taka<\/a> <\/p>\n<p>Not standard Apple APIs, rather, be a custom display math method. You can view the interactive examples on YouTube <a href=\"https:\/\/www.youtube.com\/watch?v=VSlZGZXwzwk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/watch?v=VSlZGZXwzwk<\/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>I have just updated this app. You can configure hooks of AI Agents with the Lounge App. This way, when your AI Agent completes a task or requires your approval, it will send a notification to the Lounge App, it will display a dynamic island with notification messages letting you know the latest status of your AI agents’ tasks. <\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f5adb932-cb7d-4389-a4f6-1b583d434ec0.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<\/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\/AMT2Z2JKBWESM3\" class=\"app-title\">GPT\u2011Rosalind<\/a><\/p>\n<div class=\"one-liner\">Purpose-built model for scientific research & drug discovery<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">56<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GPT-Rosalind\u662fOpenAI\u63a8\u51fa\u7684\u751f\u547d\u79d1\u5b66\u4e13\u7528AI\u6a21\u578b\uff0c\u901a\u8fc7\u6574\u5408\u6570\u636e\u3001\u751f\u6210\u5047\u8bbe\u548c\u89c4\u5212\u5b9e\u9a8c\uff0c\u5728\u836f\u7269\u53d1\u73b0\u3001\u57fa\u56e0\u7ec4\u5b66\u7b49\u79d1\u7814\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u79d1\u7814\u6d41\u7a0b\u590d\u6742\u3001\u6570\u636e\u788e\u7247\u5316\u5bfc\u81f4\u7684\u7814\u7a76\u8fdb\u5c55\u7f13\u6162\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f08fdfb-0304-48ac-bc0e-ae67cf9abc08.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c53575aa-b902-42ee-bd30-3651009a888f.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\/f6b3d111-1335-4004-80dc-8c538102d447.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96cb2897-c55d-4da1-ab0b-5394fcbf6a06.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\/3d476120-c19e-48c2-98ab-4acd408a8134.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/pmgE0R-_CpU\"><source src=\"https:\/\/youtu.be\/pmgE0R-_CpU\" 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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Medical<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u751f\u547d\u79d1\u5b66AI<\/span><br \/>\n <span class=\"tag\">\u79d1\u7814\u8f85\u52a9\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u836f\u7269\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u57fa\u56e0\u7ec4\u5b66<\/span><br \/>\n <span class=\"tag\">\u5047\u8bbe\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5b9e\u9a8c\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u79d1\u5b66\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u751f\u7269\u4fe1\u606f\u5b66<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u5927\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">OpenAI<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u5c55\u793a\u7684\u8bc4\u8bba\u4e3a\u4e00\u6761\u9ad8\u5ea6\u6982\u62ec\u4ea7\u54c1\u4ef7\u503c\u7684\u6709\u6548\u8bc4\u8bba\uff0c\u5176\u80af\u5b9a\u4e86\u4ea7\u54c1\u5728\u6574\u5408\u591a\u9886\u57df\u77e5\u8bc6\u3001\u8fde\u63a5\u79d1\u5b66\u5de5\u5177\u3001\u52a0\u901f\u4ece\u6570\u636e\u5230\u7a81\u7834\u7684\u79d1\u7814\u95ed\u73af\u65b9\u9762\u7684\u80fd\u529b\uff0c\u672a\u63d0\u51fa\u5177\u4f53\u95ee\u9898\u6216\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n GPT-Rosalind\u7684\u51fa\u73b0\uff0c\u6807\u5fd7\u7740\u901a\u7528\u5927\u6a21\u578b\u5411\u5782\u76f4\u6df1\u6c34\u533a\u8fc8\u51fa\u4e86\u6781\u5177\u8c61\u5f81\u610f\u4e49\u7684\u4e00\u6b65\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2aAI\u5de5\u5177\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3a\u751f\u547d\u79d1\u5b66\u9886\u57df\u7684\u201c\u63a8\u7406\u5f15\u64ce\u201d\u548c\u201c\u5de5\u4f5c\u6d41\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5b83\u76f4\u9762\u8be5\u9886\u57df\u6700\u987d\u56fa\u7684\u75db\u70b9\uff1a\u9ad8\u5ea6\u4e13\u4e1a\u7684\u77e5\u8bc6\u58c1\u5792\u3001\u5206\u6563\u7684\u5de5\u5177\u4e0e\u6570\u636e\u5e93\u3001\u4ee5\u53ca\u4ece\u6d77\u91cf\u6570\u636e\u5230\u53ef\u9a8c\u8bc1\u5047\u8bbe\u4e4b\u95f4\u5de8\u5927\u7684\u903b\u8f91\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5ba3\u4f20\u7684\u201c\u591a\u6b65\u5de5\u4f5c\u6d41\u652f\u6301\u201d\u3001\u201c\u5de5\u5177\u96c6\u6210\u201d\u548c\u201c\u9886\u57df\u6df1\u5ea6\u63a8\u7406\u201d\u662f\u6838\u5fc3\u770b\u70b9\u3002\u5982\u679c\u5b83\u80fd\u771f\u6b63\u7406\u89e3\u590d\u6742\u7684\u751f\u7269\u5316\u5b66\u4e0a\u4e0b\u6587\uff0c\u5e76\u534f\u8c03\u8c03\u7528\u8d85\u8fc750\u79cd\u4e13\u4e1a\u5de5\u5177\u6267\u884c\u8fde\u8d2f\u5206\u6790\uff0c\u90a3\u4e48\u5b83\u6539\u53d8\u7684\u5c06\u4e0d\u4ec5\u662f\u5355\u4e2a\u79d1\u7814\u4eba\u5458\u7684\u6548\u7387\uff0c\u800c\u662f\u6574\u4e2a\u56e2\u961f\u751a\u81f3\u673a\u6784\u7684\u7814\u53d1\u8303\u5f0f\u3002\u5b83\u5c06\u4fc3\u4f7f\u7814\u7a76\u4ece\u4f20\u7edf\u7684\u3001\u7ebf\u6027\u7684\u201c\u63d0\u51fa\u5047\u8bbe-\u8bbe\u8ba1\u5b9e\u9a8c-\u9a8c\u8bc1\u201d\u5faa\u73af\uff0c\u5411\u66f4\u52a8\u6001\u3001\u6570\u636e\u9a71\u52a8\u7684\u201cAI\u751f\u6210\u5019\u9009\u5047\u8bbe-\u667a\u80fd\u89c4\u5212\u9a8c\u8bc1\u8def\u5f84-\u5feb\u901f\u8fed\u4ee3\u201d\u6a21\u5f0f\u8f6c\u53d8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u4e25\u5cfb\u3002\u79d1\u5b66\u7814\u7a76\u7684\u5bb9\u9519\u7387\u6781\u4f4e\uff0c\u6a21\u578b\u7684\u201c\u5e7b\u89c9\u201d\u5728\u5b9e\u9a8c\u5ba4\u91cc\u5c06\u662f\u707e\u96be\u6027\u7684\u3002\u5176\u63a8\u7406\u7684\u53ef\u89e3\u91ca\u6027\u3001\u4e0e\u73b0\u6709\u5b9e\u9a8c\u5ba4\u786c\u4ef6\u548c\u6570\u636e\u5e93\u6df1\u5ea6\u96c6\u6210\u7684\u5b9e\u9645\u6548\u679c\u3001\u4ee5\u53ca\u5bf9\u672a\u7ecf\u9a8c\u8bc1\u7684\u79d1\u5b66\u524d\u6cbf\u77e5\u8bc6\u7684\u5904\u7406\u80fd\u529b\uff0c\u90fd\u5c06\u51b3\u5b9a\u5b83\u662f\u4e00\u6b3e\u98a0\u8986\u6027\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u8fd8\u662f\u4e00\u4e2a\u9ad8\u7ea7\u7684\u6587\u732e\u603b\u7ed3\u52a9\u624b\u3002OpenAI\u7684\u54c1\u724c\u548c\u901a\u7528\u6280\u672f\u80fd\u529b\u662f\u5176\u5165\u573a\u5238\uff0c\u4f46\u5728\u9ad8\u5ea6\u4e25\u8c28\u7684\u751f\u547d\u79d1\u5b66\u9886\u57df\uff0c\u8d62\u5f97\u79d1\u5b66\u5bb6\u7684\u4fe1\u4efb\u9700\u8981\u8fdc\u8d85\u6280\u672f\u6f14\u793a\u7684\u3001\u7ecf\u5f97\u8d77\u540c\u884c\u8bc4\u8bae\u7684\u5b9e\u8bc1\u6848\u4f8b\u3002\u76ee\u524d56\u7968\u7684\u5173\u6ce8\u5ea6\uff0c\u4e5f\u53cd\u6620\u4e86\u4e13\u4e1a\u5e02\u573a\u4ecd\u5728\u89c2\u671b\u3002\u8fd9\u6b3e\u4ea7\u54c1\u7684\u6210\u8d25\uff0c\u5c06\u662f\u68c0\u9a8cAI\u6df1\u5165\u8d4b\u80fd\u786c\u6838\u79d1\u7814\u7684\u4e00\u6b21\u5173\u952e\u8bd5\u70bc\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\">GPT\u2011Rosalind<\/span>\n <\/div>\n<div class=\"comment-content\">GPT-Rosalind by OpenAI is a life sciences AI model that accelerates research by synthesizing data, generating hypotheses, and planning experiments. Built for biology, chemistry, and genomics workflows, it helps scientists move faster from insight to discovery.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>GPT-Rosalind by OpenAI <\/strong>is a purpose-built AI model for life sciences research, tackling the complexity and fragmentation of scientific workflows.<\/p>\n<\/p>\n<p><strong>Problem \u2192 Solution:<\/strong> Speeds up slow, complex research workflows by enabling faster evidence synthesis, hypothesis generation, and experimental planning<\/p>\n<\/p>\n<p><strong>What\u2019s different:<\/strong> Deep domain reasoning across biology, chemistry & genomics + integrates with 50+ scientific tools\/databases<\/p>\n<\/p>\n<p><strong>Key features:<\/strong> Multi-step workflow support, tool usage, literature analysis, experimental design<\/p>\n<\/p>\n<p><strong>Benefits:<\/strong> Faster discovery cycles, better hypotheses, improved research outcomes<\/p>\n<\/p>\n<p><strong>Who it\u2019s for:<\/strong> Scientists, biotech teams, pharma orgs<\/p>\n<\/p>\n<p><strong>Use cases:<\/strong> Drug discovery, genomics research, protein analysis, translational medicine<\/p>\n<\/p>\n<p>If you want to go from data \u2192 insight \u2192 breakthrough faster, this is worth exploring.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6G4YOLPF5A7VO6\" class=\"app-title\">Daily Idea Sprint<\/a><\/p>\n<div class=\"one-liner\">Make ideation a daily ritual (just 3 minutes)<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">20<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Daily Idea Sprint\u662f\u4e00\u6b3e\u6781\u7b80\u7684\u6bcf\u65e5\u521b\u610f\u8bad\u7ec3\u5de5\u5177\uff0c\u901a\u8fc7\u5f3a\u5236\u7528\u6237\u57283\u5206\u949f\u5185\u5199\u4e0b5\u4e2a\u7c97\u7565\u60f3\u6cd5\u7684\u89c4\u5219\uff0c\u5e2e\u52a9\u521b\u4f5c\u8005\u3001\u5199\u4f5c\u8005\u7b49\u7fa4\u4f53\u5728\u7f3a\u4e4f\u7075\u611f\u6216\u9762\u5bf9\u7a7a\u767d\u9875\u65f6\uff0c\u5feb\u901f\u542f\u52a8\u601d\u7ef4\u3001\u5f62\u6210\u65e5\u5e38\u4ea7\u51fa\u4e60\u60ef\uff0c\u7f13\u89e3\u521b\u4f5c\u7126\u8651\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd6918a8-3d51-4cd9-8b99-4c179925fddf.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\/a9654b38-2750-4082-84a7-0650f89c3242.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\/8c5818e4-5454-4b9d-8524-21805b744a23.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Maker Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u610f\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u6bcf\u65e5\u4e60\u60ef<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5934\u8111\u98ce\u66b4<\/span><br \/>\n <span class=\"tag\">\u5199\u4f5c\u70ed\u8eab<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u7ecf\u6d4e<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u601d\u7ef4\u7ec3\u4e60<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u9002\u5408\u7075\u611f\u591a\u9700\u6574\u7406\u7684\u4eba\u7fa4\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u89c4\u5219\u5982\u4f55\u9002\u914dLinkedIn\u7b49\u5177\u4f53\u5e73\u53f0\u4ee5\u4fc3\u8fdb\u5bf9\u8bdd\uff1b\u4ee5\u53ca\u5bf9\u7528\u6237\u957f\u671f\u575a\u6301\u7387\u7684\u8d28\u7591\uff0c\u5f00\u53d1\u8005\u627f\u8ba4\u591a\u6570\u4eba\u53ef\u80fd\u96be\u4ee5\u6301\u7eed\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 Idea Sprint \u7684\u672c\u8d28\uff0c\u5e76\u975e\u4e00\u4e2a\u529f\u80fd\u590d\u6742\u7684\u201c\u751f\u4ea7\u529b\u5de5\u5177\u201d\uff0c\u800c\u662f\u4e00\u5957\u62ab\u7740\u5e94\u7528\u5916\u8863\u7684\u201c\u884c\u4e3a\u5e72\u9884\u88c5\u7f6e\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7ba1\u7406\u6216\u5b75\u5316\u521b\u610f\uff0c\u800c\u5728\u4e8e\u7c97\u66b4\u5730\u5bf9\u6297\u521b\u4f5c\u4e2d\u7684\u201c\u5b8c\u7f8e\u4e3b\u4e49\u762b\u75ea\u201d\u4e0e\u201c\u542f\u52a8\u6469\u64e6\u529b\u201d\u3002\u5176\u6838\u5fc3\u8bbe\u8ba1\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\uff1a\u7528\u6781\u77ed\u7684\u65f6\u95f4\u548c\u660e\u786e\u7684\u91cf\u5316\u76ee\u6807\uff085\u4e2a\/3\u5206\u949f\uff09\uff0c\u5c06\u201c\u4ea7\u51fa\u4f1f\u5927\u60f3\u6cd5\u201d\u7684\u5fc3\u7406\u8d1f\u62c5\u66ff\u6362\u4e3a\u201c\u5b8c\u6210\u4e00\u4e2a\u673a\u68b0\u4efb\u52a1\u201d\u7684\u8f7b\u677e\u611f\uff0c\u4ece\u800c\u7ed5\u8fc7\u5fc3\u7406\u6297\u62d2\uff0c\u5f3a\u5236\u601d\u7ef4\u8fdb\u5165\u8f93\u51fa\u72b6\u6001\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u77db\u76fe\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5b83\u5c06\u201c\u521b\u610f\u201d\u9ad8\u5ea6\u6d41\u7a0b\u5316\uff0c\u53ef\u80fd\u727a\u7272\u4e86\u6df1\u5ea6\u601d\u8003\u4e0e\u5076\u7136\u915d\u917f\u6240\u9700\u7684\u65f6\u95f4\uff0c\u957f\u671f\u800c\u8a00\uff0c\u6216\u5bfc\u81f4\u60f3\u6cd5\u6d41\u4e8e\u8868\u9762\u548c\u540c\u8d28\u5316\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u575a\u6301\u7387\u201d\u7684\u8d28\u7591\u53ef\u4ee5\u770b\u51fa\uff0c\u8be5\u5e94\u7528\u89e3\u51b3\u7684\u662f\u201c\u542f\u52a8\u201d\u75db\u70b9\uff0c\u5374\u65e0\u6cd5\u89e3\u51b3\u201c\u6301\u7eed\u52a8\u529b\u201d\u8fd9\u4e00\u66f4\u6839\u672c\u7684\u95ee\u9898\u3002\u5f53\u7528\u6237\u53d1\u73b0\u4ea7\u51fa\u7684\u60f3\u6cd5\u591a\u6570\u786e\u5c5e\u5e73\u5eb8\uff08\u6b63\u5982\u4ea7\u54c1\u81ea\u8eab\u6240\u9884\u8b66\uff09\uff0c\u4e14\u7f3a\u4e4f\u540e\u7eed\u7cfb\u7edf\u5316\u7684\u7b5b\u9009\u3001\u8fde\u63a5\u4e0e\u63a8\u8fdb\u673a\u5236\u65f6\uff0c\u65b0\u9c9c\u611f\u4e00\u8fc7\uff0c\u5de5\u5177\u6781\u6613\u88ab\u5f03\u7528\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u7ec6\u5206\u5e02\u573a\uff1a\u9700\u8981\u516c\u5f00\u601d\u8003\u3001\u7ef4\u6301\u521b\u4f5c\u6d41\u548c\u5185\u5bb9\u8282\u594f\u7684\u72ec\u7acb\u521b\u4f5c\u8005\u3001\u4e2a\u4eba\u54c1\u724c\u6784\u5efa\u8005\u3002\u5bf9\u4e8e\u4ed6\u4eec\uff0c\u6bcf\u65e5\u4ea7\u51fa\u7684\u201c\u8fc7\u7a0b\u201d\u672c\u8eab\u5373\u5177\u6709\u5c55\u793a\u548c\u793e\u4ea4\u4ef7\u503c\u3002\u4f46\u5bf9\u5176\u5ba3\u79f0\u7684\u201c\u5076\u5c14\u53d1\u73b0\u7c97\u94bb\u77f3\u201d\u7684\u957f\u671f\u4ef7\u503c\uff0c\u6211\u4eec\u5e94\u6301\u5ba1\u614e\u6001\u5ea6\u3002\u8fd9\u66f4\u50cf\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u5fc3\u7406\u70ed\u8eab\u64cd\u201d\u5e94\u7528\uff0c\u800c\u975e\u201c\u521b\u610f\u5b75\u5316\u5668\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u6700\u7ec8\u4e0d\u53d6\u51b3\u4e8e\u5de5\u5177\u672c\u8eab\uff0c\u800c\u53d6\u51b3\u4e8e\u7528\u6237\u662f\u5426\u771f\u6b63\u9700\u8981\u5e76\u5185\u5316\u8fd9\u79cd\u201c\u4e3a\u8f93\u51fa\u800c\u8f93\u51fa\u201d\u7684\u7eaa\u5f8b\u6027\u4eea\u5f0f\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 Idea Sprint<\/span>\n <\/div>\n<div class=\"comment-content\">“Daily Idea Sprint” is a simple tool for practicing your ideas every day: write five rough ideas in three minutes. There’s no need to edit and no pressure to be brilliant. Most ideas will be mediocre, but some will spark content or conversation, and the occasional one will be a rough diamond worth keeping.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I created the ‘Daily Idea Sprint’ rule to make idea generation a daily habit. The rule is simple: write five rough ideas in three minutes. There’s no need to polish or edit them, and there’s no pressure to be brilliant.<\/p>\n<p>Most days, the ideas will be mediocre, but that’s the whole point. You can publish them, tweet them and then use them to generate content or spark a conversation. Then, every so often, one idea will stand out, which you can save for further development at a later date.<\/p>\n<p>It’s a small tool for creators, makers, writers, and anyone else who wants to think more often in public without waiting for inspiration or feeling ready.<\/p>\n<p>-Makers who want to stay in motion<br \/>\n-Writers who need a low-friction warm-up<br \/>\n-Indie hackers shipping small experiments<br \/>\n-Anyone who feels stuck staring at an empty page<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@danischenker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@danischenker<\/a> How do you recommend tweaking the 5-ideas-in-3-min rule for someone building personal brand threads on LinkedIn, where sparking convos is key?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is great launch <a href=\"https:\/\/www.producthunt.com\/@danischenker\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"danischenker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@danischenker<\/a>, perfect for someone like me who is exploding with ideas, I am gonna use it to keep it all organized.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@sohazur\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sohazur<\/a> Awesome! Thanks for the comment, Sohazur!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 idea, I like it. Are people actually sticking with it daily, or does it drop off once the novelty wears off?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> Hi Becky. I’m sure it will drop off with most people. Most won’t see the benefit in it, or they just don’t have the discipline to do it. But I am sure that a couple of people will appreciate it \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/663JJFZB474PKC\" class=\"app-title\">Vokabulo<\/a><\/p>\n<div class=\"one-liner\">A context-based AI vocabulary trainer<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">12<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vokabulo\u662f\u4e00\u6b3e\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684AI\u8bcd\u6c47\u8bad\u7ec3\u5de5\u5177\uff0c\u5e2e\u52a9\u5904\u4e8e\u4e2d\u7ea7\u5e73\u53f0\u671f\u7684\u5916\u8bed\u5b66\u4e60\u8005\u548c\u4e13\u4e1a\u4eba\u58eb\uff0c\u901a\u8fc7\u6355\u6349\u771f\u5b9e\u8bed\u5883\u4e2d\u7684\u8bcd\u6c47\u4e0e\u77ed\u8bed\uff0c\u89e3\u51b3\u201c\u542c\u5f97\u61c2\u4f46\u7528\u4e0d\u51fa\u201d\u7684\u6d41\u5229\u5ea6\u74f6\u9888\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/45620c26-7bd1-475b-9982-4ad5bbe0331b.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\/d94f3606-13c0-4eea-9706-d28683a56380.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\/9bf65691-13de-4f98-830c-55773d37c79e.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\/2aadf51e-9e2d-44a5-8035-0edc373bb08e.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=TawEY6gj7T8\"><source src=\"https:\/\/www.youtube.com\/watch?v=TawEY6gj7T8\" 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\">Education<\/span><br \/>\n <span class=\"tag\">Languages<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">AI\u8bcd\u6c47\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u5916\u8bed\u5b66\u4e60\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2d\u7ea7\u5b66\u4e60\u8005<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u573a\u666f<\/span><br \/>\n <span class=\"tag\">\u95ea\u5361\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u6587\u5316\u6c89\u6d78<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u9488\u5bf9\u4e2d\u7ea7\u5e73\u53f0\u671f\u5b66\u4e60\u8005\uff0c\u5e76\u89e3\u91ca\u4e86\u4ed8\u8d39\u539f\u56e0\u3002\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u5176\u50cf\u201c\u4eba\u7c7b\u8bb0\u5fc6\u7f13\u5b58\u201d\uff0c\u80fd\u5b58\u50a8\u5b9e\u7528\u77ed\u8bed\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u5176\u9996\u53d1\u652f\u6301\u7684\u8bed\u8a00\u79cd\u7c7b\uff0c\u4ee5\u53ca\u5982\u4f55\u6355\u6349\u6587\u5316\u7ec6\u5fae\u5dee\u5f02\uff08\u5982\u4e60\u8bed\uff09\u800c\u975e\u5355\u7eaf\u8bcd\u6c47\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 Vokabulo\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2aDuolingo\uff0c\u5b83\u7cbe\u51c6\u5730\u7784\u51c6\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u8f7b\u91cf\u5316\u5e94\u7528\u5ffd\u89c6\u7684\u786c\u6838\u5e02\u573a\uff1a\u5df2\u8131\u79bb\u65b0\u624b\u6751\u3001\u5374\u6df1\u9677\u4e2d\u7ea7\u6ce5\u6f6d\u7684\u4e13\u4e1a\u4eba\u58eb\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u201cContext\u201d\u662f\u771f\u6b63\u7684\u5200\u5203\u2014\u2014\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u5e76\u975e\u201c\u8ba4\u8bc6\u201d\uff0c\u800c\u662f\u201c\u8c03\u53d6\u201d\u95ee\u9898\uff0c\u5373\u8ba9\u50a8\u5b58\u5728\u5927\u8111\u88ab\u52a8\u8bb0\u5fc6\u533a\u7684\u8bcd\u6c47\uff0c\u80fd\u5728\u7279\u5b9a\u573a\u666f\u88ab\u4e3b\u52a8\u6fc0\u6d3b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6307\u51fa\u4e86\u4f20\u7edf\u95ea\u5361\u548c\u5355\u8bcd\u8868\u7684\u81f4\u547d\u4f24\uff1a\u5265\u79bb\u8bed\u5883\u3002\u901a\u8fc7\u4ece\u64ad\u5ba2\u3001\u4f1a\u8bae\u3001\u6587\u7ae0\u7b49\u771f\u5b9e\u8bed\u6599\u4e2d\u6293\u53d6\uff0c\u5b83\u6784\u5efa\u7684\u662f\u201c\u8bcd\u6c47-\u573a\u666f-\u6587\u5316\u201d\u7684\u5173\u8054\u7f51\u7edc\uff0c\u8fd9\u6bd4\u5355\u7eaf\u8bb0\u5fc6\u201capple=\u82f9\u679c\u201d\u5728\u8bed\u8a00\u751f\u6210\u4e0a\u6709\u6548\u6570\u4e2a\u91cf\u7ea7\u3002\u201cScenes\u201d\u529f\u80fd\u66f4\u662f\u5c06\u5de5\u5177\u5c5e\u6027\u63a8\u5411\u5b9e\u6218\uff0c\u76f4\u63a5\u4e3a\u7279\u5b9a\u60c5\u5883\uff08\u5982\u5546\u52a1\u8c08\u5224\u3001\u533b\u9662\u5c31\u8bca\uff09\u9884\u5236\u8bed\u8a00\u5f39\u836f\uff0c\u8fd9\u662f\u4ece\u201c\u5b66\u4e60\u201d\u5230\u201c\u5907\u6218\u201d\u7684\u5173\u952e\u8f6c\u53d8\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\u6280\u672f\u9ed1\u7bb1\uff1a\u5176AI\u5982\u4f55\u7cbe\u51c6\u8bc6\u522b\u5e76\u63d0\u53d6\u201c\u6709\u4ef7\u503c\u201d\u7684\u77ed\u8bed\u548c\u6587\u5316\u7ec6\u5fae\u4e4b\u5904\uff1f\u8fd9\u6781\u5ea6\u4f9d\u8d56LLM\u5bf9\u6e90\u8bed\u8a00\u6587\u5316\u7684\u6df1\u5ea6\u7406\u89e3\uff0c\u76ee\u524d\u4ecd\u662f\u884c\u4e1a\u96be\u9898\u3002\u5176\u6b21\uff0c\u5546\u4e1a\u6a21\u5f0f\u4e0e\u5e02\u573a\u89c4\u6a21\u7684\u77db\u76fe\uff1a\u5b9a\u4f4d\u201c\u4e25\u8083\u5b66\u4e60\u8005\u201d\u867d\u7cbe\u51c6\uff0c\u4f46\u7fa4\u4f53\u89c4\u6a21\u6709\u9650\u4e14\u4ed8\u8d39\u610f\u613f\u5b58\u7591\u3002\u5f00\u53d1\u8005\u5c06\u6210\u672c\u8f6c\u5ac1\u81f3\u201c\u6bcf\u5468\u4e00\u676f\u6d53\u7f29\u5496\u5561\u201d\u7684\u5b9a\u4ef7\u7b56\u7565\uff0c\u80fd\u5426\u6253\u52a8\u5df2\u88ab\u6d77\u91cf\u514d\u8d39\u8d44\u6e90\u5ba0\u574f\u7684\u7528\u6237\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u56de\u907f\u5177\u4f53\u8bed\u8a00\u652f\u6301\u7684\u7ec6\u8282\u6765\u770b\uff0c\u5176\u591a\u8bed\u8a00\u5b9e\u73b0\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\uff0c\u53ef\u80fd\u662f\u5176\u4ece\u201c\u6709\u8da3\u6982\u5ff5\u201d\u8fc8\u5411\u201c\u5b9e\u7528\u5de5\u5177\u201d\u7684\u7b2c\u4e00\u9053\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cVokabulo\u6982\u5ff5\u5148\u8fdb\uff0c\u5207\u53e3\u7cbe\u51c6\uff0c\u5c55\u73b0\u4e86\u5de5\u5177\u6f14\u5316\u7684\u6b63\u786e\u65b9\u5411\u2014\u2014\u4ece\u901a\u7528\u5b66\u4e60\u8f6c\u5411\u4e2a\u6027\u5316\u3001\u573a\u666f\u5316\u7684\u80fd\u529b\u8865\u7ed9\u7ad9\u3002\u4f46\u5b83\u80fd\u5426\u771f\u6b63\u64ac\u52a8\u201c\u4e2d\u7ea7\u5e73\u53f0\u201d\u8fd9\u5757\u575a\u51b0\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u6280\u672f\u5b9e\u73b0\u7684\u7cbe\u5ea6\uff0c\u66f4\u53d6\u51b3\u4e8e\u80fd\u5426\u6784\u5efa\u4e00\u4e2a\u8db3\u591f\u4e30\u5bcc\u3001\u9ad8\u8d28\u91cf\u7684\u573a\u666f\u8bed\u6599\u751f\u6001\uff0c\u8ba9\u7528\u6237\u6301\u7eed\u611f\u5230\u201c\u7269\u6709\u6240\u503c\u201d\u3002\u5426\u5219\uff0c\u5b83\u6781\u6613\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u8ba9\u7528\u6237\u5174\u594b\u4e09\u5929\u540e\u4fbf\u9057\u5fd8\u7684\u201c\u9ad8\u7ea7\u7b14\u8bb0\u672c\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\">Vokabulo<\/span>\n <\/div>\n<div class=\"comment-content\">Meet Vokabulo, built for expats and professionals using a foreign language every day. Capture words, phrases, and expressions from podcasts, meetings, and articles with context and translation. Use Scenes to prepare for new situations, Community Sets to see what others recommend, and Study to master them fast – even hands-free. Vokabulo is unlike any language tool you\u2019ve used before. Because language isn\u2019t built from words alone. It\u2019s built on context. Vokabulo. For serious learners.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">After 8 months of designing, coding, debugging, and polishing, I\u2019m excited to release Vokabulo into the wild.<\/p>\n<p>I originally built it for myself, but I suspect it may be especially useful for a very specific kind of learner: people who are no longer beginners, yet no longer improving in any satisfying way either. The ones stuck on that long intermediate plateau, with plenty of exposure to the language but still feeling strangely static.<\/p>\n<p>I\u2019m deeply convinced that language learning will never go out of fashion, because language is never just vocabulary or grammar. It is a way into another culture, another rhythm of thought, another way of seeing the world \u2014 in a way no Babel fish ever will.<\/p>\n<p>I did consider making Vokabulo free. Unfortunately, the LLM providers powering it have not yet discovered the joys of philanthropy, and I\u2019m not especially optimistic that their future IPO roadshows will change that. So yes, Vokabulo costs money \u2014 though less than an espresso a week.<\/p>\n<p>I\u2019d love to hear what you think. This is my first app, so please be gentle.<\/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\/@vokabulo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vokabulo<\/a> What language were you targeting first, and how does Vokabulo pull cultural nuances (like idioms or rhythms) into the flashcards beyond straight vocab?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Memcache but for humans! <\/p>\n<\/p>\n<p>Store the useful phrases as you discover them.<\/p>\n<\/p>\n<p>I’m going to have to try this next time I travel <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ryanglambert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ryanglambert<\/a> Thanks, Ryan. Indeed, always the right words for any situation!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@vokabulo\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vokabulo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vokabulo<\/a>. Will definitely need to give this a try when brushing up on my Dutch. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@paul_richards1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@paul_richards1<\/a> Thank you so much, Paul!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/SVBVCCDT5XKSAU\" class=\"app-title\">Cepien AI<\/a><\/p>\n<div class=\"one-liner\">Ship products & features 120x faster and smarter<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cepien AI \u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u4ea7\u54c1\u6d1e\u5bdf\u4e0e\u6267\u884c\u5e73\u53f0\uff0c\u901a\u8fc7\u6574\u5408\u4f01\u4e1a\u5185\u5206\u6563\u7684\u6570\u636e\u6e90\uff0c\u81ea\u52a8\u5206\u6790\u7528\u6237\u53cd\u9988\u5e76\u751f\u6210\u53ef\u6267\u884c\u7684\u5efa\u8bae\uff0c\u6700\u7ec8\u501f\u52a9AI\u667a\u80fd\u4f53\u5c06\u5efa\u8bae\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u5f00\u53d1\u4efb\u52a1\uff0c\u5e2e\u52a9\u4ea7\u54c1\u3001\u8bbe\u8ba1\u548c\u7814\u53d1\u56e2\u961f\u5728\u590d\u6742\u6570\u636e\u73af\u5883\u4e2d\u5feb\u901f\u3001\u7cbe\u51c6\u5730\u51b3\u7b56\u548c\u843d\u5730\uff0c\u6781\u5927\u63d0\u5347\u4ea7\u54c1\u8fed\u4ee3\u6548\u7387\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c097b1a8-28a0-46e2-ac8e-7916773d3c1f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6bd856d6-bbd2-4602-ad36-91e6ff6bc422.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aefecfb8-44bf-444e-b2c9-72ce0f9828ce.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/81b61689-c56e-468a-adbb-8b6667969136.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a0785315-e49a-41ea-aaae-801d192f805f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18ac6946-5133-4d35-8fcf-c53e410a4963.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f7317aa-bc70-4516-a9e3-98e585582709.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\/5111c4d8-a09f-4dfd-a6cb-fae1b339fc99.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/mXGfgCYG1Qk?si=PJDXc9Oa3f1DzvCK\"><source src=\"https:\/\/youtu.be\/mXGfgCYG1Qk?si=PJDXc9Oa3f1DzvCK\" 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\">Analytics<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ea7\u54c1\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6574\u5408\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53cd\u9988\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u6267\u884c<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u7ba1\u7406\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8de8\u90e8\u95e8\u534f\u540c<\/span><br \/>\n <span class=\"tag\">\u9700\u6c42\u8f6c\u5316<\/span><br \/>\n <span class=\"tag\">Jira\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u51b3\u7b56\u652f\u6301<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u6570\u636e\u5206\u6563\u3001\u6d1e\u5bdf\u63d0\u53d6\u8d39\u65f6\u8d39\u529b\u7684\u6838\u5fc3\u75db\u70b9\u3002\u6709\u6548\u8bc4\u8bba\u8ba4\u53ef\u5176\u89e3\u51b3\u5de5\u5177\u6cdb\u6ee5\u3001\u4f9d\u8d56\u76f4\u89c9\u51b3\u7b56\u7684\u95ee\u9898\uff0c\u5e76\u5f3a\u8c03\u5176\u4e0e\u4e1a\u52a1\u76ee\u6807\u5bf9\u9f50\u7684\u72ec\u7279\u6027\u3002\u7528\u6237\u671f\u5f85\u4ea7\u54c1\u80fd\u6539\u53d8\u56e2\u961f\u534f\u4f5c\u65b9\u5f0f\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u4ef7\u503c\u4e3b\u5f20\u6e05\u6670\u5ea6\u3001\u8f93\u51fa\u6210\u679c\u7684\u5b9e\u7528\u6027\u4ee5\u53ca\u66f4\u591a\u6570\u636e\u6e90\u96c6\u6210\u9700\u6c42\u4e0a\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 Cepien AI \u63cf\u7ed8\u4e86\u4e00\u4e2a\u4ece\u201c\u6570\u636e\u6cbc\u6cfd\u201d\u5230\u201c\u6267\u884c\u6307\u4ee4\u201d\u7684\u7ec8\u6781\u81ea\u52a8\u5316\u613f\u666f\uff0c\u5176\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u53c8\u4e00\u4e2aAI\u6d1e\u5bdf\u4eea\u8868\u76d8\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a\u6a2a\u8de8\u6570\u636e\u6574\u5408\u3001\u6a21\u5f0f\u8bc6\u522b\u3001\u4f18\u5148\u7ea7\u5224\u5b9a\u4e43\u81f3\u4efb\u52a1\u521b\u5efa\u7684\u5168\u6808\u5f0f\u4e2d\u67a2\u795e\u7ecf\u7cfb\u7edf\u3002\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53d1\u73b0\u201d\u95ee\u9898\u2014\u2014\u5e02\u9762\u4e0a\u5df2\u6709\u4f17\u591a\u5206\u6790\u5de5\u5177\uff0c\u800c\u5728\u4e8e\u7528\u201c\u5f71\u54cd\u5206\u6570\u201d\u548c\u201c\u76ee\u6807\u5bf9\u9f50\u201d\u4e3a\u6d77\u91cf\u95ee\u9898\u5efa\u7acb\u4e86\u7ecf\u6d4e\u5b66\u7684\u4f18\u5148\u7ea7\u6392\u5e8f\uff0c\u5e76\u76f4\u63a5\u6865\u63a5\u5230\u6267\u884c\u5c42\uff08Jira, Figma, Cursor\uff09\u3002\u8fd9\u76f4\u51fb\u4e86\u73b0\u4ee3\u4ea7\u54c1\u56e2\u961f\u7684\u6838\u5fc3\u762b\u75ea\u70b9\uff1a\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u884c\u52a8\u8131\u8282\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u6311\u6218\u4e5f\u8574\u85cf\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u201c\u8fde\u63a5\u6240\u6709\u6570\u636e\u201d\u662f\u6280\u672f\u3001\u5b89\u5168\u548c\u7ec4\u7ec7\u5c42\u9762\u7684\u5de8\u5927\u9e3f\u6c9f\uff0c\u5c24\u5176\u662f\u5728\u6574\u5408\u9500\u552e\u3001\u8425\u9500\u7b49\u654f\u611f\u4e1a\u52a1\u6570\u636e\u65f6\u3002\u5176\u6b21\uff0c\u5c06\u6a21\u7cca\u7684\u201c\u63a8\u8350\u201d\u81ea\u52a8\u8f6c\u5316\u4e3a\u5408\u683c\u7684\u5f00\u53d1\u4efb\u52a1\u6216\u8bbe\u8ba1\u7a3f\uff0c\u9700\u8981AI\u667a\u80fd\u4f53\u5177\u5907\u8fd1\u4e4e\u8d44\u6df1\u4ea7\u54c1\u7ecf\u7406\u7684\u7406\u89e3\u529b\u4e0e\u4e0a\u4e0b\u6587\u628a\u63e1\u80fd\u529b\uff0c\u5f53\u524d\u6280\u672f\u80fd\u5426\u53ef\u9760\u4ea4\u4ed8\u5b58\u7591\uff0c\u53ef\u80fd\u4ecd\u9700\u5927\u91cf\u4eba\u5de5\u590d\u6838\u3002\u6700\u540e\uff0c\u5176\u6210\u529f\u9ad8\u5ea6\u4f9d\u8d56\u9884\u8bbe\u7684\u201c\u4e1a\u52a1\/\u4ea7\u54c1\/\u53ef\u7528\u6027\u76ee\u6807\u201d\u662f\u5426\u5408\u7406\uff0c\u82e5\u76ee\u6807\u672c\u8eab\u6709\u504f\u5dee\uff0c\u6574\u4e2a\u81ea\u52a8\u5316\u7ba1\u9053\u5c06\u9ad8\u6548\u5730\u8dd1\u5411\u9519\u8bef\u65b9\u5411\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u76ee\u524d\u7684\u4f4e\u6295\u7968\u6570\u53ef\u80fd\u53cd\u6620\u4e86\u5176\u6982\u5ff5\u7684\u8d85\u524d\u6027\u4e0e\u5e02\u573a\u9a8c\u8bc1\u7684\u65e9\u671f\u72b6\u6001\u3002\u5b83\u5e76\u975e\u89e3\u51b3\u8868\u9762\u6548\u7387\u95ee\u9898\uff0c\u800c\u662f\u8bd5\u56fe\u91cd\u5851\u4ea7\u54c1\u5f00\u53d1\u7684\u6838\u5fc3\u5de5\u4f5c\u6d41\u3002\u82e5\u5176AI\u6267\u884c\u5c42\u7684\u53ef\u9760\u6027\u5f97\u5230\u9a8c\u8bc1\uff0c\u5b83\u5c06\u4ece\u201c\u667a\u80fd\u52a9\u624b\u201d\u5347\u7ea7\u4e3a\u201c\u4ee3\u7406\u534f\u4f5c\u8005\u201d\uff0c\u4ef7\u503c\u5de8\u5927\uff1b\u82e5\u6267\u884c\u5c42\u8584\u5f31\uff0c\u5219\u53ef\u80fd\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u6602\u8d35\u7684\u6d1e\u5bdf\u62a5\u544a\u5de5\u5177\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u201c\u5168\u81ea\u52a8\u9b54\u6cd5\u201d\u4e0e\u201c\u4eba\u7c7b\u5173\u952e\u63a7\u5236\u201d\u4e4b\u95f4\u627e\u5230\u771f\u6b63\u53ef\u4fe1\u8d56\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\">Cepien AI<\/span>\n <\/div>\n<div class=\"comment-content\">Cepien AI connects all your scattered data, feedback, analytics, research, business, sales, support tools, and more, then automatically discovers patterns, tags user issues, generates clear insights, and actionable recommendations, with in-depth impact score analysis on your business, product, and usability goals, alongside agentic workforce that turns recommendations into Jira Tickets, Notion PRDs, Figma designs, and even code in Cursor, Claude, and so much more.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \u2014 I\u2019m Yan, founder of Cepien AI.<\/p>\n<p>I started Cepien AI because digging through scattered data for insights, sucked! I’ve experienced it first hand in my career as UXer and Product Designer, in over two decades of design and product career, I learned that truly understand what users need, not just want, requires a full 360 degree view of data and analytics, that lives in a bunch of different places across organizations we work at. <\/p>\n<p>Of course there are a bunch of different tools for turning your user feedback into beautiful graphs, and charts and some sort of AI co-pilot based insight summaries that you have to spend hours promoting your way to something useful. But sadly, none of them includes sales motions, marketing data, behavioral analytics, and so much more rich data that is available but not utilized.<\/p>\n<p>Cepien AI connects those sources, automatically discovers and tags user issues, groups patterns, ties them to business\/product\/usability goals, and turns them into clear insights, actionable recommendations and passes it to agent that help you ship.<\/p>\n<p>No need to prompt your way to value, Cepien does all the heavy lifting, from scattered raw data, to clear insights, recommendations, and agentic execution, all in a single pipeline.<\/p>\n<p>A few things Cepien can do:<\/p>\n<p>Unify your entire data<br \/>Automatically uncover, tag and organize user issues<br \/>Show you clear insights and generate actionable recommendations<br \/>Show a direct impact of each insight & recommendation on your business, product, and usability goals.<br \/>Have agents turn recommendations into Jira tickets, PRDs, Cursor code, or Figma wireframes.<\/p>\n<p>We\u2019re building this for product, design, research, and CX teams that want to move faster, with clarity and confidence.<\/p>\n<p>For this launch, I\u2019d love feedback on three things:<\/p>\n<p>– Is the value prop immediately clear?<br \/>– Which output is most useful to you: tagged issues, clear insights, actionable recommendations, or agentic execution?<br \/>– What source integrations would make this most valuable in your workflow?<\/p>\n<p>We\u2019re excited to share Cepien with you. Thanks for taking a look.<\/p>\n<\/p>\n<p><a href=\"https:\/\/youtube.com\/shorts\/1_zUSD1g-FM?feature=share\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">A quick note from me.<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yan_grinshtein\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yan_grinshtein<\/a> Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We feel this deeply at Moio. Scattered signals, too many tools, decisions made on gut. The goal alignment piece is what sets this apart from just another insights dashboard. Congrats on the launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this product, it will change the way product teams work (without replacing them, but by empowering every person to make better product decisions!) \ud83d\udc9c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4I6UZOMWD24RMF\" class=\"app-title\">CroozLink<\/a><\/p>\n<div class=\"one-liner\">The all-in-one business platform for professionals.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CroozLink\u662f\u4e00\u6b3e\u4e00\u4f53\u5316\u5546\u4e1a\u5e73\u53f0\uff0c\u901a\u8fc7\u6574\u5408\u65e5\u7a0b\u5b89\u6392\u3001\u6587\u4ef6\u8ffd\u8e2a\u3001\u7535\u5b50\u7b7e\u540d\u548c\u652f\u4ed8\u7b49\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u9ad8\u4ef7\u503c\u4e13\u4e1a\u4eba\u58eb\u5728\u5ba2\u6237 onboarding \u8fc7\u7a0b\u4e2d\u5de5\u5177\u5206\u6563\u3001\u6d41\u7a0b\u65ad\u88c2\u3001\u4fe1\u4efb\u611f\u964d\u4f4e\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/7a69ce92-40ae-409e-873c-c6b94d2ecafd.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/p4jP4w9kBAw\"><source src=\"https:\/\/youtu.be\/p4jP4w9kBAw\" 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\/0280af7b-41f9-4261-a6e5-b81f34096eac.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9ce6373-a3e4-4542-820c-046d959e003c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f144ae63-949f-4873-82d0-8a2f9e45f9d4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/02c450a4-58f0-4459-b973-d9cf60f9bd98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2aee63f8-1304-476b-b98b-9c8a051df7a4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8816e005-b9bb-4a60-b79e-19b21be1b7fb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6d0e5208-ffb1-4f80-9218-b6f3d7319feb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed692795-1cc9-4243-bd61-631ee32b3afe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ffbca126-09b9-4b4e-ad10-76d637f3409b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9b749eb1-1b2d-424c-87a6-cb4d46abce13.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e895f1a8-408a-411c-aa32-6177ceb4ffdc.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\">Meetings<\/span><br \/>\n <span class=\"tag\">Business<\/span><br \/>\n <span class=\"tag\">Consulting<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e00\u4f53\u5316\u5546\u4e1a\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u4eba\u58eb\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u65c5\u7a0b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u53d9\u4e8b<\/span><br \/>\n <span class=\"tag\">\u94fe\u63a5\u7f29\u77ed\u4e0e\u7ebf\u7d22\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3Calendly\/DocuSign<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">NVIDIA\u521d\u521b\u8ba1\u5212<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u521b\u59cb\u4eba\u81ea\u8ff0\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u7684\u5de5\u5177\u5206\u6563\u3001\u6d41\u7a0b\u6469\u64e6\u548c\u4fe1\u4efb\u611f\u95ee\u9898\u3002\u53e6\u4e00\u4f4d\u7528\u6237\u8bc4\u8bba\u79f0\u8d5e\u5176\u201c\u5316\u6df7\u4e71\u4e3a\u6e05\u6670\u201d\u3002\u8bc4\u8bba\u6574\u4f53\u79ef\u6781\uff0c\u4f46\u7f3a\u4e4f\u6765\u81ea\u771f\u5b9e\u65e9\u671f\u7528\u6237\u7684\u6df1\u5ea6\u4f7f\u7528\u53cd\u9988\u6216\u5177\u4f53\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CroozLink\u7684\u53d9\u4e8b\u6838\u5fc3\u662f\u201c\u6574\u5408\u201d\u4e0e\u201c\u53d9\u4e8b\u5316\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u7f57\u5217\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u91cd\u6784\u9ad8\u4ef7\u503c\u670d\u52a1\u63d0\u4f9b\u8005\u7684\u6570\u5b57\u4e13\u4e1a\u8eab\u4efd\u3002\u4ea7\u54c1\u654f\u9510\u5730\u6293\u4f4f\u4e86\u201c\u6ea2\u4ef7\u670d\u52a1\u4e0e\u5ec9\u4ef7\u5de5\u5177\u94fe\u201d\u4e4b\u95f4\u7684\u8ba4\u77e5\u5931\u8c03\u75db\u70b9\u2014\u2014\u5f53\u54a8\u8be2\u8d39\u9ad8\u8fbe\u6570\u4e07\u65f6\uff0c\u4f7f\u7528\u4e00\u5806\u901a\u7528\u3001\u5272\u88c2\u7684\u514d\u8d39\u6216\u5ec9\u4ef7\u5de5\u5177\uff0c\u4f1a\u65e0\u5f62\u4e2d\u7a00\u91ca\u4e13\u4e1a\u6743\u5a01\u3001\u4e2d\u65ad\u4ea4\u4ed8\u5fc3\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c**\u201c\u4e00\u4f53\u5316\u201d\u7684\u6096\u8bba**\uff1a\u5b83\u65e8\u5728\u66ff\u4ee3\u591a\u4e2a\u5782\u76f4\u9886\u57df\u7684\u5934\u90e8\u4ea7\u54c1\uff08\u5982Calendly, DocuSign\uff09\uff0c\u8fd9\u4e9b\u4ea7\u54c1\u4e4b\u6240\u4ee5\u6210\u529f\uff0c\u6e90\u4e8e\u5176\u529f\u80fd\u7684\u6df1\u5ea6\u4e0e\u53ef\u9760\u6027\u3002CroozLink\u4f5c\u4e3a\u5e73\u53f0\uff0c\u5fc5\u987b\u5728\u6bcf\u4e2a\u7ec6\u5206\u529f\u80fd\u4e0a\u90fd\u8fbe\u5230\u201c\u53ef\u7528\u7ea7\u201d\u4ee5\u4e0a\uff0c\u5426\u5219\u7528\u6237\u4f1a\u56e0\u67d0\u4e00\u73af\u8282\u7684\u4e0d\u8db3\u800c\u653e\u5f03\u6574\u4e2a\u5e73\u53f0\u3002\u5176\u6b21\uff0c**\u201cAI\u53d9\u4e8b\u201d\u7684\u4ef7\u503c\u9700\u8981\u9a8c\u8bc1**\u3002\u5c06\u4e2a\u4eba\u4e13\u4e1a\u5386\u7a0b\u8f6c\u5316\u4e3a\u4e92\u52a8\u6545\u4e8b\u662f\u4e00\u4e2a\u65b0\u9896\u7684\u5356\u70b9\uff0c\u4f46\u5176\u5b9e\u9645\u8f6c\u5316\u6548\u679c\u3001\u662f\u5426\u4f1a\u88ab\u7528\u6237\u89c6\u4e3a\u201c\u534e\u800c\u4e0d\u5b9e\u201d\uff0c\u4ecd\u9700\u5e02\u573a\u68c0\u9a8c\u3002\u6700\u540e\uff0c**\u76ee\u6807\u7528\u6237\u7fa4\u7684\u7cbe\u51c6\u5ea6**\u3002\u4ea7\u54c1\u5b9a\u4f4d\u201c\u9ad8\u51c0\u503c\u987e\u95ee\u548c\u517c\u804c\u9ad8\u7ba1\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u5bf9\u6548\u7387\u654f\u611f\u4f46\u66f4\u5bf9\u7ed3\u679c\u548c\u4fe1\u4efb\u654f\u611f\u7684\u5c0f\u4f17\u7fa4\u4f53\u3002\u5982\u4f55\u7a7f\u900f\u5e76\u8bf4\u670d\u8fd9\u7fa4\u5df2\u88ab\u73b0\u6709\u5de5\u5177\u94fe\u201c\u9a6f\u5316\u201d\u7684\u7528\u6237\u8fc1\u79fb\uff0c\u662f\u589e\u957f\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u52a0\u5165NVIDIA Inception\u8ba1\u5212\u4e3a\u5176\u589e\u6dfb\u4e86\u6280\u672f\u80cc\u4e66\uff0c\u4f46\u4ea7\u54c1\u672c\u8d28\u662f\u5e94\u7528\u5c42\u521b\u65b0\uff0c\u800c\u975e\u5e95\u5c42AI\u7a81\u7834\u3002\u5176\u6700\u5de7\u5999\u7684\u8bbe\u8ba1\u6216\u8bb8\u662fCrooz.to\u77ed\u94fe\uff0c\u5b83\u8bd5\u56fe\u89e3\u51b3\u5916\u90e8\u5185\u5bb9\u5f15\u6d41\u5bfc\u81f4\u7684\u7ebf\u7d22\u6d41\u5931\uff0c\u8fd9\u4f53\u73b0\u4e86\u4ea7\u54c1\u5bf9\u201c\u79c1\u57df\u201d\u6d41\u91cf\u7684\u6df1\u5ea6\u601d\u8003\u3002\u603b\u4f53\u800c\u8a00\uff0cCroozLink\u662f\u4e00\u4e2a\u601d\u8def\u6e05\u6670\u3001\u76f4\u51fb\u75db\u70b9\u7684\u4ea7\u54c1\uff0c\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u6267\u884c\u6df1\u5ea6\u80fd\u5426\u652f\u6491\u5176\u6574\u5408\u91ce\u5fc3\uff0c\u4ee5\u53ca\u5176\u201c\u53d9\u4e8b\u6784\u5efa\u6743\u5a01\u201d\u7684\u4ef7\u503c\u4e3b\u5f20\u80fd\u5426\u88ab\u76ee\u6807\u7528\u6237\u771f\u5207\u611f\u77e5\u5e76\u4e70\u5355\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\">CroozLink<\/span>\n <\/div>\n<div class=\"comment-content\">The all-in-one business platform for professionals. Replace Calendly, DocuSign, DocSend, and $200+\/month in scattered tools. Instead of a dead list of links and a boring website, Crooz AI turns your professional journey into a narrative that builds instant authority. No more making clients switch between 5 different apps. Book meetings, share tracked decks, sign agreements, and collect payments – all in one place. We are also incredibly proud to be a part of the NVIDIA Inception Program.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<p>I’m Tanmay, Founder of CroozLink.<\/p>\n<p>High-ticket consultants and fractional executives struggle with a frustrating problem: they deliver premium expertise, but their online onboarding is a scattered mess.<\/p>\n<p>Sending a high-value client to a basic website, then to Calendly to book a call, then to DocSend for a proposal, DocuSign for an NDA, and finally an external payment gateway – that is $200+\/month in scattered tools that break trust and completely kills momentum. I realized there was no single, unified space for professionals to run their entire client journey.<\/p>\n<p>I built CroozLink to fix this. It is a professional business platform designed to eliminate tool-hopping and friction. You can finally replace that scattered costly stack.<\/p>\n<p>Instead of a dead list of links and a boring website, our Crooz AI turns your professional journey into an interactive story. Your CTAs are naturally woven into this narrative, so your pitch never feels salesy but instantly builds authority. We have native scheduling (to replace Calendly), tracked pitch decks (to replace DocSend), e-signatures (to replace DocuSign), and a 0% commission storefront where payments go directly to your Stripe account.<\/p>\n<p>We also built Crooz.to, a smart link shortener that actually protects your leads. Unlike Bitly, where a user clicks and leaves your ecosystem, our Crooz.to links (like crooz.to\/article) open the external content directly inside your CroozLink profile. You never lose the lead.<\/p>\n<p>There is a lot more under the hood (lead collectors, live messaging, and Google Reviews import) but I want to keep this brief. It is all bundled into a single $29\/month plan so you never have to deal with annoying upsells later. We are also incredibly proud to be a part of the NVIDIA Inception Program.<\/p>\n<p>You can see a live example of a professional platform here: croozl.ink\/marcus<\/p>\n<p>As a thank you to the PH community for supporting croozlink, use code FL7O37FLG7 for a 15% discount (valid for the next 30 days).<\/p>\n<p>I would love to hear from other founders, consultants, and professionals here: How do you currently manage your client onboarding stack, and what is the biggest point of friction you face right now?<\/p>\n<p>Thanks for having me!<\/p>\n<p>– Tanmay Agarwal<\/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\/@vichaarit\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vichaarit<\/a> Congrats on the launch! Business platform for professionals looks genuinely interesting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Finally , a solution that replaces chaos with clarity. Love this tool<\/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<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ 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{"id":196,"date":"2026-04-19T11:56:20","date_gmt":"2026-04-19T03:56:20","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/19\/2026-04-18\/"},"modified":"2026-04-19T11:56:20","modified_gmt":"2026-04-19T03:56:20","slug":"2026-04-18","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/19\/2026-04-18\/","title":{"rendered":"PH\u70ed\u699c | 2026-04-18"},"content":{"rendered":"

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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-18<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-04-18<\/h1>\n<p> <\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SZZJSUNKYCUDEH\" class=\"app-title\">Claude Design by Anthropic Labs<\/a><\/p>\n<div class=\"one-liner\">Make prototypes, slides & one-pagers by talking to Claude<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">409<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u5bf9\u8bdd\u5f0fAI\u5c06\u60f3\u6cd5\u5feb\u901f\u8f6c\u5316\u4e3a\u7cbe\u7f8e\u539f\u578b\u3001\u6f14\u793a\u6587\u7a3f\u53ca\u8425\u9500\u9875\u9762\u7684\u8bbe\u8ba1\u5de5\u5177\uff0c\u4e3b\u8981\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u3001\u521b\u59cb\u4eba\u548c\u5e02\u573a\u4eba\u5458\u5728\u7f3a\u4e4f\u4e13\u4e1a\u8bbe\u8ba1\u6280\u80fd\u6216\u65f6\u95f4\u7684\u60c5\u51b5\u4e0b\uff0c\u52a0\u901f\u4ece\u6982\u5ff5\u5230\u89c6\u89c9\u4ea7\u51fa\u7684\u5de5\u4f5c\u6d41\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ac3fc854-888e-439b-9fd9-1cdb8029c32e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/50468a03-fc45-4990-acbf-a8346cfa747b.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\/70ac784b-7126-43b2-be02-441bbaafb5ed.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ade87729-20ea-4e31-9d3f-3ae52409e406.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f1e73198-3bbb-4846-acaa-de80b3fd6cf2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e23a74b9-dbb7-4d22-9166-27da31611f79.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/db40c9d3-ced8-4165-b87a-4a10d66d5ca3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d76c66a-d6b3-47ce-bb40-26b8f86ef320.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9701897d-5cb8-486c-b3dd-1a198d89283a.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\/0812b61a-1a16-4eeb-bbab-ca3c0c0f1baa.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/t_LBECIQQqs\"><source src=\"https:\/\/youtu.be\/t_LBECIQQqs\" 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\">Design Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u539f\u578b\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0f\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u4e00\u81f4\u6027<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u7cfb\u7edf\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u51fa\u56fe<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7269\u6599\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u52a0\u901f<\/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\u751f\u6210\u901f\u5ea6\u548c\u521b\u610f\u6fc0\u53d1\u80fd\u529b\uff0c\u5c24\u5176\u8d5e\u8d4f\u8bbe\u8ba1\u7cfb\u7edf\u81ea\u52a8\u5e94\u7528\u529f\u80fd\u3002\u4e3b\u8981\u69fd\u70b9\u96c6\u4e2d\u5728\u9ad8\u6602\u7684Token\u6d88\u8017\uff08\u5feb\u901f\u8017\u5c3d\u5468\u9650\u989d\uff09\u548c\u90e8\u5206\u4ea4\u4e92\u7ec6\u8282\uff08\u5982\u62d6\u62fd\uff09\u4e0d\u5b8c\u5584\u3002\u7528\u6237\u4ea6\u5173\u6ce8\u4e0eFigma\/Canva\u7684\u96c6\u6210\u3001\u54c1\u724c\u4e00\u81f4\u6027\u4fdd\u6301\u80fd\u529b\u53ca\u6210\u672c\u6548\u76ca\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 Claude Design\u5e76\u975e\u610f\u5728\u53d6\u4ee3Figma\u7b49\u4e13\u4e1a\u8bbe\u8ba1\u8f6f\u4ef6\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u5165\u201c\u524d\u8bbe\u8ba1\u9636\u6bb5\u201d\u7684\u7a7a\u767d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u4f5c\u4e3a\u201c\u521b\u610f\u52a0\u901f\u5bfc\u7ba1\u201d\uff0c\u901a\u8fc7\u964d\u4f4e\u7ed3\u6784\u5316\u8f93\u5165\u95e8\u69db\uff08\u7528\u5bf9\u8bdd\u66ff\u4ee3\u624b\u52a8\u62d6\u62fd\uff09\uff0c\u5c06\u6a21\u7cca\u7684\u60f3\u6cd5\u77ac\u95f4\u5177\u8c61\u5316\uff0c\u89e3\u51b3\u4e86\u4ece\u201c\u8111\u4e2d\u6982\u5ff5\u201d\u5230\u201c\u53ef\u89c6\u521d\u7a3f\u201d\u8fd9\u4e00\u6700\u9ad8\u8ba4\u77e5\u8d1f\u8377\u73af\u8282\u7684\u6548\u7387\u75db\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u53cc\u91cd\u6311\u6218\u3002\u5176\u4e00\uff0c\u5546\u4e1a\u6a21\u5f0f\u4e0e\u7528\u6237\u4f53\u9a8c\u5b58\u5728\u5185\u5728\u77db\u76fe\uff1a\u4f5c\u4e3a\u91cd\u5ea6\u4f9d\u8d56\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5de5\u5177\uff0c\u5176\u5f15\u4ee5\u4e3a\u50b2\u7684\u201c\u5bf9\u8bdd\u5f0f\u8fed\u4ee3\u201d\u4e0e\u201c\u9ad8\u4fdd\u771f\u8f93\u51fa\u201d\u5fc5\u7136\u4f34\u968f\u9ad8\u6602\u7684Token\u6210\u672c\uff0c\u8fd9\u4e0e\u7528\u6237\u671f\u5f85\u7684\u201c\u9ad8\u9891\u3001\u4f4e\u6210\u672c\u5b9e\u9a8c\u201d\u5f62\u6210\u76f4\u63a5\u51b2\u7a81\u3002\u65e9\u671f\u91c7\u7528\u8005\u201c\u4e00\u5c0f\u65f6\u8017\u5c3d\u5468\u9650\u989d\u201d\u7684\u53cd\u9988\uff0c\u63ed\u793a\u4e86\u5176\u4ece\u60ca\u8273Demo\u5230\u65e5\u5e38\u751f\u4ea7\u5de5\u5177\u4e4b\u95f4\u7684\u5de8\u5927\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u4e8c\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u81ea\u52a8\u5e94\u7528\u8bbe\u8ba1\u7cfb\u7edf\u201d\u662f\u4ef7\u503c\u9ad8\u5730\uff0c\u4e5f\u662f\u98ce\u9669\u96f7\u533a\u3002\u5728\u52a8\u6001\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e25\u683c\u7684\u54c1\u724c\u89c4\u8303\uff0c\u6280\u672f\u4e0a\u8fd1\u4e4e\u4e8e\u8981\u6c42AI\u5728\u53d1\u6563\u4e0e\u6536\u655b\u95f4\u7cbe\u51c6\u5e73\u8861\u3002\u4efb\u4f55\u5fae\u5c0f\u7684\u201c\u98ce\u683c\u5e7b\u89c9\u201d\u6216\u7ec4\u4ef6\u6f02\u79fb\uff0c\u90fd\u4f1a\u5bfc\u81f4\u4ea7\u51fa\u7269\u4e0d\u53ef\u7528\uff0c\u53cd\u800c\u589e\u52a0\u540e\u671f\u4fee\u6b63\u6210\u672c\u3002\u8fd9\u8981\u6c42\u5176\u5e95\u5c42AI\u5fc5\u987b\u5177\u5907\u8fdc\u8d85\u5f53\u524d\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u3001\u5bf9\u8bbe\u8ba1\u89c4\u5219\u7684\u6df1\u5ea6\u7ed3\u6784\u5316\u7406\u89e3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662fAnthropic\u5c06Claude\u4ece\u201c\u804a\u5929\u5927\u8111\u201d\u5411\u201c\u4e13\u4e1a\u667a\u80fd\u4f53\u201d\u62d3\u5c55\u7684\u5173\u952e\u4e00\u6b65\u3002\u5b83\u8bd5\u56fe\u5c06AI\u7684\u53d9\u4e8b\u80fd\u529b\u4e0e\u8bbe\u8ba1\u903b\u8f91\u6346\u7ed1\u9500\u552e\u3002\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8e\u751f\u6210\u4e86\u591a\u5c11\u5f20\u6f02\u4eae\u56fe\u7247\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6210\u4e3a\u56e2\u961f\u8bbe\u8ba1\u6d41\u7a0b\u4e2d\u53ef\u4fe1\u8d56\u7684\u201c\u7b2c\u4e00\u7a3f\u5408\u4f5c\u4f19\u4f34\u201d\uff0c\u5e76\u6700\u7ec8\u901a\u8fc7\u7a33\u5b9a\u7684\u4ea7\u51fa\u8d28\u91cf\u4e0e\u53ef\u63a7\u7684\u6210\u672c\uff0c\u8bc1\u660e\u5176ROI\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u4ee4\u4eba\u60ca\u53f9\u5374\u96be\u4ee5\u627f\u8f7d\u9ad8\u9891\u5de5\u4f5c\u6d41\u7684\u201cAI\u73a9\u5177\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\">Claude Design by Anthropic Labs<\/span>\n <\/div>\n<div class=\"comment-content\">Claude Design by Anthropic is an AI-powered design tool that turns ideas into polished visuals through simple prompts. Create prototypes, decks, and marketing assets, refine them via conversation, and export anywhere. It speeds up design workflows, ensures brand consistency, and enables designers, founders, and marketers to go from concept to execution faster.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve tried this and found that I can create a marketing video from reading my codebase in 10 minutes. \ud83e\udd14 But just to do this, it costs me 46% of my weekly limit. \ud83d\ude02<\/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><a href=\"https:\/\/claude.ai\/design\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Claude Design by Anthropic Labs<\/strong><\/a><strong> is a big step toward AI-powered creative workflows \ud83d\udc47<\/strong><\/p>\n<\/p>\n<p><strong>What it is: <\/strong>A collaborative AI design tool to create polished visuals like prototypes, decks, landing pages, and more<\/p>\n<\/p>\n<p><strong>Problem \u2192 Solution:<\/strong><\/p>\n<ul>\n<li>\n<p>Design is time-consuming and requires expertise<\/p>\n<\/li>\n<li>\n<p>Claude lets you describe ideas and iteratively refine them through conversation<\/p>\n<\/li>\n<\/ul>\n<p><strong>What\u2019s different:<\/strong><\/p>\n<ul>\n<li>\n<p>Conversational design workflow<\/p>\n<\/li>\n<li>\n<p>Real-time editing with inline feedback<\/p>\n<\/li>\n<li>\n<p>Automatic application of your team\u2019s design system for consistent outputs<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key features:<\/strong><\/p>\n<ul>\n<li>\n<p>Prompt-to-design generation<\/p>\n<\/li>\n<li>\n<p>Inline comments and direct edits<\/p>\n<\/li>\n<li>\n<p>Adjustable controls (spacing, color, layout)<\/p>\n<\/li>\n<li>\n<p>Import from docs, images, or codebases<\/p>\n<\/li>\n<li>\n<p>Team collaboration and shared workspaces<\/p>\n<\/li>\n<li>\n<p>Export to PPTX, HTML, Canva<\/p>\n<\/li>\n<\/ul>\n<p><strong>Benefits:<\/strong><\/p>\n<ul>\n<li>\n<p>Faster iteration and experimentation<\/p>\n<\/li>\n<li>\n<p>No design expertise required<\/p>\n<\/li>\n<li>\n<p>Consistent, on-brand outputs<\/p>\n<\/li>\n<li>\n<p>Smooth handoff from design to development<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for & use cases: <\/strong>Designers, PMs, founders, and marketers for wireframes, pitch decks, landing pages, marketing assets, and interactive prototypes.<\/p>\n<\/p>\n<p>Feels like a strong bridge between <strong>idea \u2192 design \u2192 execution<\/strong>.<\/p>\n<\/p>\n<p>I and <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> co-hunt today.<\/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>Excited to discover and share this BIG update with the PH community alongside you <a href=\"https:\/\/www.producthunt.com\/@byalexai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a>. <\/p>\n<p>This was an obvious direction for Claude because it was technically good, but lacked design sense. This launch bridges that gap. <\/p>\n<p>Anthropic CPO left <a href=\"https:\/\/www.producthunt.com\/products\/figma\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"figma\" target=\"_blank\" rel=\"noopener\">@Figma<\/a>\u2019s board before this competing product rolled out. We will continue to watch the big tech drama unfold. <\/p>\n<p>What I am most excited about this update is ability to export to Canva and edit AI designs further. It is going to be such a joy designing stuff! \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <a href=\"https:\/\/www.producthunt.com\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> How well does it handle brand voice consistency when generating copy alongside visuals? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <a href=\"https:\/\/www.producthunt.com\/@byalexai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@byalexai<\/a> How well does Claude Design stick to custom brand kits during iterative convos; does it hallucinate styles or stay locked in?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great tool, love it, ate my weekly usage in 1h (I only managed to setup the design system)<\/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\">Tried this already and prototyping really does feel much faster here \u2013 I was able to put together a pretty complete app concept, including animations, and it felt surprisingly smooth. There are still a few rough edges to polish. For example, I couldn\u2019t figure out an easy drag-and-drop flow for moving objects around in the design, though I may just have missed it. But those feel more like fixable product details than core limitations. Overall, this makes the jump from idea to prototype feel much smaller.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have a question….Would this be capable of creating a walkthrough to a newly created app? And if so, can Claude Code leverage Claude Design for this task, through an available MCP?<\/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>I’ve answered this myself. I was able to create a fairly interactive walkthrough using screenshots. It did a rather impressive work. Absolutely love it. Unfortunately, the limits are not enough. It’s already using extra credit off my account and I’m on the Max Plan <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b7fe5dbd-e161-415f-8ff6-03238f59e397.gif?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@leroy_price do you have a link? I would love to see the walkthrough.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Each day there’s a new Anthropic surprise!! Thanks for that! <\/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>honestly the design system auto-apply is the part that gets me most excited here. been prototyping landing pages with Claude for a while now and the biggest pain was always manually fixing brand colors and spacing after generation. if this actually learns your team’s tokens and applies them consistently that’s a massive time save. curious how it handles edge cases tho – like does it respect component-level overrides or just global styles?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey, can this send my creation to Figma so I can make adjustments there and then send it back to Claude?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 heard it uses double tokens compared to working with Claude Code via Figma MCP. What are the main benefits of this? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XZ6FWTP6WVUMEE\" class=\"app-title\">Notebooks in Gemini<\/a><\/p>\n<div class=\"one-liner\">Keep every project, chat, and file in one focused space<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">244<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5728Gemini AI\u4e2d\u5f15\u5165\u7b14\u8bb0\u672c\u529f\u80fd\u7684\u4ea7\u54c1\uff0c\u4e3a\u9700\u8981\u7ba1\u7406\u591a\u9879\u76ee\u3001\u591a\u8d44\u6599\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u96c6\u4e2d\u3001\u6301\u4e45\u7684\u9879\u76ee\u7a7a\u95f4\uff0c\u89e3\u51b3\u4e86\u590d\u6742\u9879\u76ee\u4e2d\u804a\u5929\u8bb0\u5f55\u5206\u6563\u3001\u4e0a\u4e0b\u6587\u4e22\u5931\u3001\u6bcf\u6b21\u4f1a\u8bdd\u9700\u4ece\u5934\u5f00\u59cb\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/71ebf4cc-0752-40d9-a373-ba87308d1cc4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/90a4aacb-8946-462f-949c-8467e0f33fdc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22c7e6e6-edf8-473c-b528-26c21773a796.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5613556e-cb1e-449b-8d1c-003703ef518b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f704867c-020d-48d6-b626-826db4ace188.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/129899bf-35f0-444f-849d-82d146d78598.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0e91ca74-fe1f-4d1a-b605-4bfe39ff62ab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d99dd234-750e-4db2-9b0c-5275e5b02289.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cec07f7e-4e78-440c-92b1-3fbda687ae6e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9040482-3ff0-421d-832c-ad8d18d98e70.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bbe3b7db-b07b-48d3-bc9c-d1038cd463e3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4120a27a-3925-44f5-8ca5-5bc3a05b2bcb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8dde738f-28c2-4950-a4c8-307806815892.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c5700274-f6f3-4f77-aadd-f18f976dd23c.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\/9bdc13e3-d44a-4b2d-9286-3b28538eec6e.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/u4fsy9FpTJM?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/u4fsy9FpTJM?feature=share\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Education<\/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\">\u9879\u76ee\u7ec4\u7ec7<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u5f52\u6863<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u5b9a\u4e49\u6307\u4ee4<\/span><br \/>\n <span class=\"tag\">\u591a\u5e73\u53f0\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">NotebookLM\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Google AI<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u4ece\u201c\u804a\u5929\u7a97\u53e3\u201d\u8f6c\u53d8\u4e3a\u201c\u5de5\u4f5c\u7a7a\u95f4\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3aNotebookLM\u540c\u6b65\u548c\u81ea\u5b9a\u4e49\u6307\u4ee4\u662f\u4eae\u70b9\u3002\u4e3b\u8981\u62c5\u5fe7\u96c6\u4e2d\u4e8e\u957f\u671f\u4f7f\u7528\u540e\u4fe1\u606f\u6df7\u6742\u662f\u5426\u5f71\u54cdAI\u54cd\u5e94\u8d28\u91cf\uff0c\u4ee5\u53ca\u754c\u9762\u81ea\u5b9a\u4e49\u7a0b\u5ea6\u3002\u90e8\u5206\u7528\u6237\u5bf9Gemini\u4e0eNotebookLM\u7684\u6574\u5408\u611f\u5230\u81ea\u7136\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 Notebooks in Gemini \u8fdc\u4e0d\u6b62\u4e00\u4e2a\u529f\u80fd\u66f4\u65b0\uff0c\u5b83\u6807\u5fd7\u7740\u4e3b\u6d41AI\u52a9\u624b\u4ece\u201c\u5bf9\u8bdd\u5de5\u5177\u201d\u5411\u201c\u4e2a\u4eba\u77e5\u8bc6\u4e2d\u67a2\u201d\u7684\u6218\u7565\u8f6c\u578b\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u89e3\u51b3\u5f53\u524d\u751f\u6210\u5f0fAI\u7684\u6838\u5fc3\u7f3a\u9677\u2014\u2014\u8bb0\u5fc6\u788e\u7247\u5316\u4e0e\u4e0a\u4e0b\u6587\u5272\u88c2\u3002\u901a\u8fc7\u201c\u7b14\u8bb0\u672c\u201d\u8fd9\u4e00\u9ad8\u5ea6\u9690\u55bb\u73b0\u5b9e\u7684\u5bb9\u5668\uff0c\u5b83\u5c06\u79bb\u6563\u7684\u5bf9\u8bdd\u3001\u4e0a\u4f20\u7684\u6587\u4ef6\u548c\u7528\u6237\u610f\u56fe\u5c01\u88c5\u4e3a\u53ef\u5ef6\u7eed\u3001\u53ef\u8fed\u4ee3\u7684\u201c\u9879\u76ee\u201d\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e3aAI\u6784\u5efa\u957f\u671f\u8bb0\u5fc6\u4f53\u548c\u5de5\u4f5c\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u4e4b\u4e0b\u6f5c\u85cf\u6df1\u5c42\u6311\u6218\u3002\u9996\u5148\uff0c\u5b83\u52a0\u5267\u4e86Google\u81ea\u8eab\u4ea7\u54c1\u7684\u5185\u8017\uff1a\u4e0eNotebookLM\u7684\u201c\u81ea\u52a8\u540c\u6b65\u201d\u5728\u63d0\u4f9b\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u4e5f\u6a21\u7cca\u4e86\u4e8c\u8005\u5b9a\u4f4d\uff0c\u8fd9\u66f4\u50cf\u662f\u4e3aNotebookLM\u5bfc\u6d41\u7684\u6865\u6881\uff0c\u800c\u975e\u7eaf\u7cb9\u7684\u529f\u80fd\u589e\u5f3a\u3002\u5176\u6b21\uff0c\u201c\u9879\u76ee\u7a7a\u95f4\u201d\u7684\u6784\u60f3\u7f8e\u597d\uff0c\u4f46AI\u5bf9\u6df7\u6742\u3001\u6f14\u8fdb\u4fe1\u606f\u7684\u7406\u89e3\u4e0e\u63d0\u70bc\u80fd\u529b\u4ecd\u662f\u9ed1\u7bb1\u3002\u8bc4\u8bba\u4e2d\u201c\u51e0\u5468\u540e\u662f\u5426\u4ecd\u4fdd\u6301\u654f\u9510\u201d\u7684\u8d28\u7591\u76f4\u51fb\u8981\u5bb3\uff1a\u5f53\u7b14\u8bb0\u672c\u5185\u5806\u53e0\u5927\u91cf\u4fe1\u606f\u65f6\uff0cAI\u662f\u80fd\u7cbe\u51c6\u8c03\u7528\u76f8\u5173\u77e5\u8bc6\uff0c\u8fd8\u662f\u4f1a\u88ab\u201c\u566a\u97f3\u201d\u5e72\u6270\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\uff1f\u8fd9\u8003\u9a8c\u7740\u5e95\u5c42\u6a21\u578b\u7684\u68c0\u7d22\u3001\u5173\u8054\u4e0e\u9057\u5fd8\u673a\u5236\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6700\u540e\uff0c\u5176\u73b0\u9636\u6bb5\u7ed1\u5b9a\u9ad8\u7aef\u8ba2\u9605\u7528\u6237\uff08Ultra\/Pro\/Plus\uff09\uff0c\u867d\u5c5e\u5546\u4e1a\u5e38\u6001\uff0c\u5374\u53ef\u80fd\u5c06\u6700\u5177\u63a2\u7d22\u6b32\u548c\u521b\u9020\u529b\u7684\u514d\u8d39\u7528\u6237\u7fa4\u4f53\u6321\u5728\u95e8\u5916\uff0c\u4e0d\u5229\u4e8e\u5f62\u6210\u591a\u6837\u5316\u7684\u771f\u5b9e\u7528\u4f8b\u53cd\u9988\u3002\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u65b9\u5411\u6b63\u786e\u3001\u4f46\u8003\u9a8c\u957f\u671f\u5de5\u7a0b\u4e0e\u7b97\u6cd5\u529f\u529b\u7684\u529f\u80fd\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u201c\u6709\u65e0\u201d\uff0c\u800c\u53d6\u51b3\u4e8e\u201c\u591a\u667a\u80fd\u201d\u3002\u5982\u679c\u6700\u7ec8\u53ea\u662f\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u804a\u5929\u6587\u4ef6\u5939\uff0c\u800c\u975e\u771f\u6b63\u7406\u89e3\u9879\u76ee\u8109\u7edc\u7684\u667a\u80fd\u4f19\u4f34\uff0c\u5176\u5438\u5f15\u529b\u5c06\u5927\u6253\u6298\u6263\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\">Notebooks in Gemini<\/span>\n <\/div>\n<div class=\"comment-content\">Now with Notebooks in Gemini, you get a dedicated space to organize chats, files, and PDFs by project. Add custom instructions, sync with NotebookLM, and let Gemini use your sources alongside web search. Rolling out to Ultra, Pro, and Plus users now.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Gemini just became a proper workspace, not just a chat window. <\/strong><\/p>\n<\/p>\n<p><strong>The problem:<\/strong> The more you use Gemini for complex projects, the harder it is to keep everything organized \u2014 chats scatter, context gets lost, and you start every session from scratch.<\/p>\n<\/p>\n<p><strong>The solution:<\/strong> Notebooks give you a dedicated, persistent space per project where Gemini remembers your sources, files, and past conversations.<\/p>\n<\/p>\n<p><strong>What stands out:<br \/>\ud83d\udcd3 New notebook per project:<\/strong> No losing context across chats, keep everything in one focused space<br \/><strong>\ud83d\udcac Move past chats in<\/strong>: Bring existing conversations into a notebook so nothing gets left behind<br \/><strong>\ud83d\udcc4 Add documents as sources:<\/strong> Gemini uses them alongside web search for more better responses<br \/><strong>\u2699\ufe0f Custom instructions per notebook:<\/strong> Tailor how Gemini responds to each specific project or topic<br \/><strong>\ud83d\udd17 Syncs with NotebookLM automatically:<\/strong> Sources in Gemini appear in NotebookLM & vice versa<br \/><strong>\ud83c\udfac Unlock NotebookLM features from Gemini<\/strong>: Use Video Overviews, Infographics, and more<br \/><strong>\ud83d\udcda More sources on higher plans:<\/strong> Tackle bigger, longer-running projects without hitting limits<\/p>\n<\/p>\n<p>Rolling out now to Google AI Ultra, Pro, and Plus subscribers on web. Mobile, Europe, and free users coming in the next few weeks.<\/p>\n<\/p>\n<p><strong>Perfect for students, researchers, and anyone managing multiple ongoing projects who needs Gemini to actually remember what they’re working on.<\/strong><\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> For PH makers juggling launches + personal threads, does this finally make Gemini a daily driver over Notion AI? What’s your first notebook use case?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> What I like here is not the feature itself, but what it changes. It turns Gemini from a place you \u201cvisit\u201d into a place where work actually lives. That\u2019s a big difference.<\/p>\n<\/p>\n<p>At the same time, I wonder how this behaves after a few weeks of real usage. When a notebook starts filling up with mixed inputs, old assumptions, and evolving context, does it still stay sharp, or does it slowly become harder to reason with over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Proper organization is always my biggest worry when dealing with extensive projects. Will the stylization be fully customizable?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Super excited to see two of the tools I used heavily – coming together. To be honest, now it feels like why they were two different products at all? Organizing my chats got into a whole different game 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The NotebookLM sync is the killer feature here honestly. I’ve been using NotebookLM for research and Gemini for quick questions separately, and having sources flow between them automatically removes a ton of friction. The per-notebook custom instructions is smart too – my coding project needs completely different Gemini behavior than my reading notes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WKRH3BFRV2GAAC\" class=\"app-title\">CraftBot<\/a><\/p>\n<div class=\"one-liner\">Self-hosted proactive AI assistant that lives locally<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">233<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CraftBot\u662f\u4e00\u6b3e\u672c\u5730\u81ea\u6258\u7ba1\u7684\u4e3b\u52a8\u5f0fAI\u52a9\u624b\uff0c\u80fd\u5728\u4e2a\u4eba\u7535\u8111\u4e0a7×24\u5c0f\u65f6\u8fd0\u884c\uff0c\u901a\u8fc7\u81ea\u4e3b\u89e3\u8bfb\u4efb\u52a1\u3001\u89c4\u5212\u5e76\u6267\u884c\u884c\u52a8\u6765\u5e2e\u52a9\u7528\u6237\u8fbe\u6210\u65e5\u5e38\u4e0e\u957f\u671f\u76ee\u6807\uff0c\u89e3\u51b3\u4e86\u4e91\u7aefAI\u4ee3\u7406\u6210\u672c\u9ad8\u3001\u8bbe\u7f6e\u590d\u6742\u4e14\u9690\u79c1\u987e\u8651\u591a\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e0857c3d-76a5-4b40-8025-5c17a11c0eb2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96c7e516-f761-4de7-b422-82121b75af61.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3a4fcf5c-1e54-4637-8fd8-0a2a0ec55d5b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a68adbc5-ec71-4dcc-b356-553c6d0d8de4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/be2b2bc7-d106-464e-95c4-e1f08a191e16.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/69e5a65b-e26e-447d-a3da-b7684a9dc0fd.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\/fdcfa7d0-6c14-4cb1-98ee-3cff45c40386.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/HBoO0H24v6g\"><source src=\"https:\/\/youtu.be\/HBoO0H24v6g\" 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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u672c\u5730AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4e3b\u52a8\u5f0f\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u81ea\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u578b\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u4ee3\u7406\u6846\u67b6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u64cd\u4f5c\u7cfb\u7edf<\/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\u6613\u8bbe\u7f6e\u3001\u672c\u5730\u8fd0\u884c\u5e26\u6765\u7684\u901f\u5ea6\u4e0e\u6210\u672c\u4f18\u52bf\u53ca\u9690\u79c1\u5b89\u5168\u3002\u6838\u5fc3\u5173\u6ce8\u70b9\u5305\u62ec\uff1a\u4e0e\u4e91\u7aef\u4ee3\u7406\u7684\u6027\u80fd\u5bf9\u6bd4\u3001\u975e\u6280\u672f\u7528\u6237\u7684\u4e0a\u624b\u96be\u5ea6\u3001\u81ea\u5b9a\u4e49\u5de5\u5177\u96c6\u6210\u80fd\u529b\u3001\u79fb\u52a8\u7aef\u652f\u6301\u3001\u4ee5\u53ca\u4e3b\u52a8\u5efa\u8bae\u7684\u5b9e\u7528\u6027\u4e0e\u6253\u6270\u5ea6\u5e73\u8861\u3002\u5bf9\u9ed8\u8ba4\u6280\u80fd\u7684\u53ef\u9760\u6027\u5b58\u6709\u89c2\u5bdf\u6027\u7591\u95ee\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CraftBot\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u53c8\u4e00\u4e2aOpenClaw\u7684\u4eff\u5236\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u5bf9\u201c\u5b9e\u7528\u5316\u4e2a\u4ebaAI\u4ee3\u7406\u201d\u7684\u6fc0\u8fdb\u91cd\u6784\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5806\u780c\u7684150+\u6280\u80fd\u6216MCP\u652f\u6301\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u4ece\u5e95\u5c42\u89e3\u51b3\u5f53\u524dAI\u4ee3\u7406\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u9ad8\u6602\u7684\u4e91\u7aef\u4ea4\u4e92\u6210\u672c\u4e0e\u8fdf\u949d\u7684\u54cd\u5e94\u3001\u590d\u6742\u7684\u90e8\u7f72\u4e0e\u8106\u5f31\u7684\u5b89\u5168\u6027\u3001\u4ee5\u53ca\u88ab\u52a8\u54cd\u5e94\u4e0e\u771f\u6b63\u201c\u667a\u80fd\u201d\u534f\u52a9\u4e4b\u95f4\u7684\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u901a\u8fc7\u575a\u5b9a\u7684\u672c\u5730\u4f18\u5148\u3001\u8fdb\u7a0b\u5185\u6267\u884c\u67b6\u6784\uff0c\u5b83\u76f4\u63a5\u5c06\u4e91\u7aef\u4ee3\u7406\u6700\u5927\u7684\u5f00\u9500\u2014\u2014\u6bcf\u6b21\u5de5\u5177\u8c03\u7528\u7684\u7f51\u7edc\u5e8f\u5217\u5316\u4e0e\u865a\u62df\u673a\u542f\u52a8\u6210\u672c\u2014\u2014\u964d\u4e3a\u96f6\u3002\u8fd9\u4e0d\u4ec5\u5173\u4e4e\u901f\u5ea6\u548c\u6210\u672c\uff0c\u66f4\u5173\u4e4e\u53ef\u884c\u6027\uff1a\u4f7f\u5f977×24\u5c0f\u65f6\u540e\u53f0\u76d1\u63a7\u4e0e\u89e6\u53d1\u6210\u4e3a\u7ecf\u6d4e\u4e0a\u53ef\u6301\u7eed\u7684\u6a21\u5f0f\uff0c\u8fd9\u662f\u5b9e\u73b0\u201c\u4e3b\u52a8\u6027\u201d\u7684\u6280\u672f\u57fa\u77f3\u3002\u5176\u201c\u68a6\u5883\u201d\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u5c3d\u7ba1\u5b9e\u73b0\u770b\u4f3c\u6734\u7d20\uff08\u6587\u4ef6\u5b58\u50a8+RAG\uff09\uff0c\u5374\u6307\u5411\u4e86AI\u4ee3\u7406\u4ece\u201c\u5931\u5fc6\u4f1a\u8bdd\u201d\u8d70\u5411\u6301\u7eed\u4e2a\u6027\u5316\u5b66\u4e60\u7684\u5fc5\u7ecf\u4e4b\u8def\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u540c\u6837\u51f8\u663e\u4e8e\u201c\u4e3b\u52a8\u201d\u4e8c\u5b57\u3002\u8bc4\u8bba\u4e2d\u201c\u5982\u4f55\u5e73\u8861\u5e2e\u52a9\u4e0e\u6253\u6270\u201d\u3001\u201c\u5982\u4f55\u786e\u4fdd\u5efa\u8bae\u53ef\u64cd\u4f5c\u201d\u7684\u7591\u95ee\uff0c\u76f4\u6307\u5f53\u524d\u4e3b\u52a8\u5f0f\u4ee3\u7406\u7684\u963f\u514b\u7409\u65af\u4e4b\u8e35\u3002CraftBot\u5c06\u590d\u6742\u7684\u4ee3\u7406\u5faa\u73af\uff08\u4ece\u63d0\u793a\u5230\u6267\u884c\uff09\u5f00\u6e90\uff0c\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u5b83\u5c06\u6700\u68d8\u624b\u7684\u201c\u667a\u80fd\u201d\u95ee\u9898\u2014\u2014\u89c4\u5212\u3001\u51b3\u7b56\u3001\u4eba\u673a\u534f\u4f5c\u8282\u594f\u2014\u2014\u4ea4\u7ed9\u4e86\u793e\u533a\u4e0e\u7528\u6237\u81ea\u8eab\u53bb\u8fed\u4ee3\u548c\u9002\u5e94\u3002\u8fd9\u9884\u793a\u7740\u4e00\u4e2a\u8d8b\u52bf\uff1a\u672a\u6765AI\u4ee3\u7406\u7684\u7ade\u4e89\uff0c\u5c06\u4e0d\u518d\u662f\u529f\u80fd\u5217\u8868\u7684\u7ade\u8d5b\uff0c\u800c\u662f\u5bf9\u7528\u6237\u5de5\u4f5c\u6d41\u6df1\u5ea6\u7406\u89e3\u3001\u65e0\u611f\u5d4c\u5165\u4ee5\u53ca\u4fe1\u4efb\u5efa\u7acb\u80fd\u529b\u7684\u8f83\u91cf\u3002CraftBot\u642d\u5efa\u4e86\u4e00\u4e2a\u6781\u5177\u6f5c\u529b\u7684\u64c2\u53f0\uff0c\u4f46\u64c2\u53f0\u4e0a\u771f\u6b63\u7684\u80dc\u8d1f\uff0c\u624d\u521a\u521a\u5f00\u59cb\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">CraftBot<\/span>\n <\/div>\n<div class=\"comment-content\">A self-hosted Proactive AI Assistant that lives inside your machine and works 24\/7 for your daily execution. It autonomously interprets tasks, plans actions, and executes them to achieve your goals. It learns your objectives, proactively helping you plan and initiate tasks to achieve your life goals. MCPs,Skills, and external App integrations are supported. The agent harness, from prompt to agentic loop, is under the MIT license. Try it out here! https:\/\/github.com\/CraftOS-dev\/CraftBot<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We started building CraftBot before OpenClaw went viral. Our goal is to create a proactive agent that actually works WELL. Different from the nanobot, MiniClaw, or other OpenClaw alternatives, CraftBot is built independently of OpenClaw. <\/p>\n<p>\ud83d\udfe0 <strong>CraftBot solves some of OpenClaw’s current pain points:<\/strong><\/p>\n<p>\u2705 <strong>Saves more tokens:<\/strong> smart action retrieval (dynamically loading tools that are required into the context) and task mode switching (simple tasks use fewer tokens, while more complex tasks receive additional tokens to maintain accuracy).<\/p>\n<p>\u2705 <strong>Simple to set up and use:<\/strong> clone the repo, run one command, and a browser interface launches. That’s it. (Python and Node.js required though!)<\/p>\n<p>\u2705 <strong>Proactive:<\/strong> a built-in planner that plans and initiates tasks for you, with your approval. CraftBot can be your life coach that help define goals, and help you work toward them. Different from heartbeat, this runs daily, weekly and monthly to propose proactive tasks, while the heartbeat is used only for recurring tasks.<\/p>\n<p>\u2705 <strong>Memory:<\/strong> every night 3AM, it “dreams” to consolidate the day’s events into preferences, mistakes, events, and long-term memory about your tasks and habits. Here is the implementation in detail: store events in <a href=\"http:\/\/EVENT.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">EVENT.md<\/a> -> read the events and put them in <a href=\"http:\/\/MEMORY.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">MEMORY.md<\/a> -> retrieve memory snippet with RAG -> agent reads the <a href=\"http:\/\/MEMORY.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">MEMORY.md<\/a> if the snippets are relevant.<\/p>\n<p><a href=\"http:\/\/FORMAT.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>FORMAT.md<\/strong><\/a><strong>:<\/strong> Agent sometimes outputs artifacts (PDF, Powerpoint) without consistency. We integrated <a href=\"http:\/\/FORMAT.md\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">FORMAT.md<\/a> into CraftBot, so it can follow a format and design schema when generating files.<\/p>\n<p><strong>Other features:<\/strong><\/p>\n<ul>\n<li>\n<p>MCP support<\/p>\n<\/li>\n<li>\n<p>150+ default skills (some from ClawHub)<\/p>\n<\/li>\n<li>\n<p>App integrations (Slack, Discord, Telegram, WhatsApp, Notion, Gmail, Outlook, and more)<\/p>\n<\/li>\n<li>\n<p>Multi-tasking<\/p>\n<\/li>\n<li>\n<p>Multi-mode UI: Browser, Terminal (deprecated soon), or CLI<\/p>\n<\/li>\n<li>\n<p>Model-agnostic (OpenAI, Anthropic, Google Gemini, and more)<\/p>\n<\/li>\n<li>\n<p>Local LLM (Ollama) and self-hosted<\/p>\n<\/li>\n<li>\n<p>CLI-anything support<\/p>\n<p>etc, etc<\/p>\n<\/li>\n<\/ul>\n<p>\ud83d\udccb <strong>What are early users using CraftBot for?<\/strong><\/p>\n<p>Outreach, lead sourcing, PM tasks (we rely on heavily internally), SEO analysis, vibe-coding from WhatsApp, and more…limited only by your imagination! (and the model you use).<br \/>There is no trick to it. Just tell CraftBot what you need as if you were talking to a fairy living inside your machine.<\/p>\n<\/p>\n<p>If you find issues using OpenClaw (Bad accuracy, token usage explodes, hard to set up), try CraftBot, a proactive agent that not only works, but works well.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tham_yikfoong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tham_yikfoong<\/a> one command to launch the browser ui? thank you. i spent three hours trying to get miniclaw dependencies to behave last week. really appreciate the focus on simple to set up for a local agent. support on the launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tham_yikfoong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tham_yikfoong<\/a> For PMs using this for outreach\/lead gen, how’s it handling the messy human part; like when leads ghost or need that nuanced follow-up only intuition catches? Does the memory system adapt to those “vibe checks” over time, or do you still need to babysit?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tham_yikfoong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tham_yikfoong<\/a> Many congratulations on the launch Tham and Koyuki. Looks exciting indeed. Do you already have a native mobile companion app to monitor and trigger tasks remotely? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 very cool, worth giving a try.<\/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>How does CraftBot compare performance-wise when running locally vs cloud-heavy agents?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@syed_shayanur_rahman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@syed_shayanur_rahman<\/a> CraftBot is faster and cheaper for desktop automation, personal workflows, and background monitoring.<strong> <\/strong>Tool calls (filesystem, shell, GUI automation via the browser\/CLI\/GUI adapters) execute in-process through the local action executor. No serialization, no HTTPS round-trip, no sandboxed VM spin-up per action. <br \/>Cloud agents pay that cost on every tool invocation, plus egress for any file or screen context they need to inspect. They also monitor compute when idle (file watchers, schedulers, long-running monitors) and so burn budget even while waiting; CraftBot’s event loop is effectively free at idle since it’s just a local Python process.<\/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 \ud83d\ude0a This feels like a strong foundation for personal automation ecosystems. I would like a visual workflow builder for tasks instead of only prompt-driven planning. <\/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\/@iamanantgupta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iamanantgupta<\/a> Thank you so much!! That’s a great idea. We don’t have that feature yet, but it is actually a planned feature. You have to stick around and see it happen!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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!!! This seems to be a horizontal agent helpful for managing ops, marketing and dev all together. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Apart from the MCP, could we also plug in custom tools or internal APIs??<\/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\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> Ahh yes you can! In app\/data\/action, create your own <em>action <\/em>with a decorator. Our agent will automatically register this as an action\/tool. Here is one example of the <em>grep_files <\/em>action:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3355ef19-bf1e-431f-b903-017ac84a374e.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Perhaps we should support easy creation of tools in the browser interface too! That will be a cool feature in the future. Hope that answer your question!<\/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>Congratulations on shipping. What\u2019s the most common use case users are adopting right now with CraftBot?<\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> Thank you! Have not conduct any survey yet, but from a small group of testers we know, they are using it to generate reports. Basically moving data from one place to another + compile them.<\/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>One of the coolest launch of the day! Btw what\u2019s the hardest unsolved problem in making proactive agents truly dependable day to day???<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Thanks!! I would say they are these two things: (1) How to make them less annoying and (2) actually suggest actionable tasks. Still trying to perfect them!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The biggest concern of openclaw is security reason, we can’t give admin access to openclaw so we have to setup it in vps and do our task which is to exhausted and irritating same i have concern with this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Onboarding might be overwhelming for non-technical users. Is there a guided template or tutorial to follow? Thanks in advance. <\/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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Thanks for the feedback! We are working on user playbook and documentation for that. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the low-config setup. But why did you exclude OpenRouter as a first-class provider?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joel_farthing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joel_farthing<\/a> Thanks! OpenRouter as provider is in our feature roadmap, still working on getting more providers out. Come back to check in a few more weeks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 look super exciting, but since it\u2019s local-first, how are you handling security and permissions when the agent executes tasks on behalf of the user?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>the self-hosted angle is what makes this stand out for me. been running a couple local AI setups and the biggest issue is always that they’re reactive – you gotta explicitly ask them stuff. a proactive assistant that watches your workflow and surfaces relevant info before you need it is genuinely different. love that it’s built with Claude Code too. how does it decide when to interrupt vs stay quiet? that balance between helpful and annoying is the hardest UX problem in proactive AI imo<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Local AI agent that plans ahead and doesn’t send your data anywhere \u2014 solid foundation. 150+ default skills sounds impressive until you start wondering how many actually work reliably. Worth testing either way. \ud83e\udd14<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the idea of an AI that ‘dreams’ to keep track of and compartmentalize data it’s received the previous day. Is the time it does only at 3am or can you potentially change it to fit other timezones?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/WR3ZH43A3QLPNK\" class=\"app-title\">Is Your Site Agent-Ready? by Cloudflare<\/a><\/p>\n<div class=\"one-liner\">Scan your website to see how ready it is for AI agents. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">211<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cloudflare\u63a8\u51fa\u7684\u7f51\u7ad9\u626b\u63cf\u5de5\u5177\uff0c\u901a\u8fc7\u68c0\u6d4brobots.txt\u3001MCP\u3001OAuth\u7b49\u65b0\u5174\u534f\u8bae\u6807\u51c6\u7684\u5408\u89c4\u6027\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7f51\u7ad9\u4e3b\u5728AI\u667a\u80fd\u4f53\u65e5\u76ca\u666e\u53ca\u7684\u80cc\u666f\u4e0b\uff0c\u89e3\u51b3\u7f51\u7ad9\u5bf9AI\u4ee3\u7406\u4e0d\u517c\u5bb9\u3001\u96be\u4ee5\u88ab\u81ea\u52a8\u53d1\u73b0\u548c\u4ea4\u4e92\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f64c5caf-cd8a-4904-8b04-aa72ade1f656.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/99d05851-62ea-4594-bfb7-7d4898ddf141.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d603687-8664-453d-b5e0-fc43ce8cfa9f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/05578cd3-0858-4f93-a18f-ab926c327974.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6a564120-d8d7-4c75-bcdd-6319d1e220b0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/784237f2-7502-4776-a4ac-37239c184846.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1e790a7-4cf3-424f-9ed3-895667e6432a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">SEO<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u517c\u5bb9\u6027\u626b\u63cf<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u4ee3\u7406\u5c31\u7eea\u5ea6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u673a\u5668\u4eba\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u7f51\u7ad9\u53ef\u8bbf\u95ee\u6027<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">Cloudflare<\/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\u5de5\u5177\u7684\u53ca\u65f6\u6027\u4e0e\u542f\u53d1\u6027\uff0c\u5c24\u5176\u5173\u6ce8MCP\u7aef\u70b9\u3001Markdown\u534f\u5546\u7b49\u65b0\u6982\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u626b\u63cf\u6df1\u5ea6\u662f\u9759\u6001\u68c0\u67e5\u8fd8\u662f\u52a8\u6001\u6a21\u62df\uff1b\u5982\u4f55\u533a\u5206\u4e0d\u540c\u7c7b\u578bAI\u4ee3\u7406\u7684\u6743\u9650\uff1b\u5bf9`llms.txt`\u7b49\u65b0\u5174\u6807\u51c6\u7684\u8986\u76d6\u5ea6\uff1b\u4ee5\u53ca\u4fee\u590d\u5efa\u8bae\u7684\u5177\u4f53\u7a0b\u5ea6\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 Cloudflare\u6b64\u6b21\u63a8\u51fa\u7684\u201cAgent-Ready Scanner\u201d\uff0c\u770b\u4f3c\u662f\u4e00\u4e2a\u6280\u672f\u5408\u89c4\u6027\u626b\u63cf\u5de5\u5177\uff0c\u5b9e\u5219\u662f\u4e00\u6b21\u5bf9\u4e0b\u4e00\u4ee3\u4e92\u8054\u7f51\u5165\u53e3\u7684\u7cbe\u51c6\u5361\u4f4d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7f57\u5217\u51e0\u4e2a\u534f\u8bae\u68c0\u67e5\u9879\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5b9a\u4e49\u5e76\u6807\u51c6\u5316\u201cAI\u53cb\u597d\u578b\u7f51\u7ad9\u201d\u7684\u6784\u6210\u8981\u4ef6\u2014\u2014\u5c06\u539f\u672c\u5206\u6563\u7684robots.txt\u3001MCP\u3001OAuth\u3001Agent Skills\u7b49\u534f\u8bae\u6574\u5408\u4e3a\u4e00\u4e2a\u53ef\u91cf\u5316\u7684\u201c\u5c31\u7eea\u5ea6\u201d\u6307\u6807\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u524d\u77bb\u6027\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\uff0c\u5f53AI\u667a\u80fd\u4f53\u4ece\u7b80\u5355\u7684\u4fe1\u606f\u6293\u53d6\u8f6c\u5411\u590d\u6742\u7684\u201c\u6d4f\u89c8\u3001\u4ea4\u4e92\u3001\u4ea4\u6613\u201d\u65f6\uff0c\u73b0\u6709\u7684\u3001\u4e3a\u4eba\u673a\u4ea4\u4e92\u8bbe\u8ba1\u7684Web\u57fa\u7840\u8bbe\u65bd\u5c06\u51fa\u73b0\u4e25\u91cd\u9519\u914d\u3002\u5de5\u5177\u68c0\u67e5\u7684\u201cMarkdown\u534f\u5546\u201d\u3001\u201c\u7ed3\u6784\u5316API\u7aef\u70b9\u201d\u7b49\u9879\u76ee\uff0c\u76f4\u6307\u672a\u6765AI\u4ee3\u7406\u66f4\u504f\u597d\u7ed3\u6784\u5316\u3001\u7b80\u6d01\u6570\u636e\u683c\u5f0f\u7684\u672c\u8d28\u9700\u6c42\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4f18\u5316\uff0c\u800c\u662f\u4e3a\u7f51\u7ad9\u589e\u52a0\u4e00\u4e2a\u9762\u5411\u673a\u5668\u7528\u6237\u7684\u65b0\u201c\u4ea4\u4e92\u5c42\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ece\u8bc4\u8bba\u66b4\u9732\u7684\u7591\u8651\u6765\u770b\uff0c\u4ea7\u54c1\u76ee\u524d\u53ef\u80fd\u4ecd\u5904\u4e8e\u201c\u5b9a\u4e49\u95ee\u9898\u201d\u9636\u6bb5\uff0c\u800c\u975e\u201c\u63d0\u4f9b\u95ed\u73af\u89e3\u51b3\u65b9\u6848\u201d\u3002\u7528\u6237\u5173\u5fc3\u7684\u52a8\u6001\u4ea4\u4e92\u6d4b\u8bd5\u3001\u7ec6\u7c92\u5ea6\u6743\u9650\u7ba1\u7406\u3001\u4fee\u590d\u65b9\u6848\u7684\u76f4\u63a5\u96c6\u6210\u7b49\uff0c\u90fd\u6697\u793a\u7740\u5f53\u524d\u5de5\u5177\u7684\u8bca\u65ad\u6df1\u5ea6\u548c\u4fee\u590d\u6307\u5bfc\u6027\u5c1a\u6709\u4e0d\u8db3\u3002\u66f4\u6df1\u523b\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5b83\u65e0\u610f\u4e2d\u89e6\u53ca\u4e86\u4e00\u4e2a\u4f26\u7406\u4e0e\u5546\u4e1a\u654f\u611f\u533a\uff1a\u6b63\u5982\u7528\u6237\u6240\u95ee\uff0c\u5728\u201c\u5e73\u8861AI\u53ef\u8bbf\u95ee\u6027\u4e0e\u5185\u5bb9\u4fdd\u62a4\u201d\u4ee5\u53ca\u201c\u7f51\u7ad9\u662f\u4e3a\u673a\u5668\u8fd8\u662f\u4e3a\u4eba\u8bbe\u8ba1\u201d\u7684\u8bae\u9898\u4e0a\uff0c\u5de5\u5177\u672c\u8eab\u65e0\u6cd5\u7ed9\u51fa\u7b54\u6848\uff0c\u5374\u8feb\u4f7f\u6bcf\u4e2a\u7f51\u7ad9\u4e3b\u5fc5\u987b\u76f4\u9762\u5b83\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u6781\u5177\u6218\u7565\u773c\u5149\u7684\u5e02\u573a\u6559\u80b2\u4ea7\u54c1\u3002Cloudflare\u901a\u8fc7\u964d\u4f4e\u201cAI\u5c31\u7eea\u201d\u7684\u8ba4\u77e5\u548c\u6280\u672f\u95e8\u69db\uff0c\u6b63\u5728\u6084\u7136\u63a8\u52a8\u5176\u57fa\u7840\u8bbe\u65bd\u4ece\u201c\u670d\u52a1\u4eba\u7c7b\u6d41\u91cf\u201d\u5411\u201c\u540c\u65f6\u670d\u52a1\u4eba\u7c7b\u4e0eAI\u667a\u80fd\u4f53\u6d41\u91cf\u201d\u7684\u8303\u5f0f\u8f6c\u53d8\uff0c\u65e8\u5728\u6210\u4e3a\u672a\u6765\u4eba\u673a\u5171\u878d\u7f51\u7edc\u7684\u57fa\u7840\u5c42\u5b88\u95e8\u4eba\u3002\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u68c0\u6d4b\u7b97\u6cd5\u7684\u6f14\u8fdb\uff0c\u66f4\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u6784\u5efa\u8d77\u56f4\u7ed5\u201cAI\u5c31\u7eea\u201d\u6807\u51c6\u7684\u5f00\u53d1\u8005\u751f\u6001\u4e0e\u5171\u8bc6\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\">Is Your Site Agent-Ready? by Cloudflare<\/span>\n <\/div>\n<div class=\"comment-content\">Cloudflare\u2019s Agent-Ready Scanner analyzes your website for AI compatibility across standards like robots.txt, MCP, OAuth, and agent protocols. Identify gaps, improve discoverability, and prepare your site for AI agents to browse, interact, and transact seamlessly.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really interesting launch! <a href=\"https:\/\/www.producthunt.com\/products\/cloudflare\" target=\"_blank\" rel=\"noopener\">@Cloudflare<\/a> launched a tool to scan and evaluate how \u201cagent-ready\u201d your website is for AI agents.<\/p>\n<\/p>\n<p><strong>Problem \u2192 Solution: <\/strong>As AI agents browse, interact, and transact online, most sites aren\u2019t optimized for them. This tool audits readiness across emerging standards and shows what to fix. <\/p>\n<\/p>\n<p><strong>What makes it different:<\/strong><\/p>\n<ul>\n<li>\n<p>Focused specifically on AI agent compatibility (not just SEO or performance)<\/p>\n<\/li>\n<li>\n<p>Covers new protocols like MCP, Agent Skills, and agentic commerce<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key features & benefits:<\/strong><\/p>\n<ul>\n<li>\n<p>Checks robots.txt, sitemap, and discovery signals<\/p>\n<\/li>\n<li>\n<p>Evaluates Markdown negotiation & content accessibility<\/p>\n<\/li>\n<li>\n<p>Reviews bot access control and AI bot rules<\/p>\n<\/li>\n<li>\n<p>Audits API, OAuth, and MCP readiness<\/p>\n<\/li>\n<li>\n<p>Provides actionable recommendations to improve<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for & use cases: <\/strong>Developers, founders, and site owners \u2192 optimize sites for AI agents, automation workflows, and future agent-driven commerce.<\/p>\n<\/p>\n<p>Read more here: <a href=\"https:\/\/blog.cloudflare.com\/agent-readiness\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/blog.cloudflare.com\/agent-readiness\/<\/a><\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> For B2B founders with gated content, what’s the smartest way to balance agent accessibility without leaking premium stuff to bots?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> Are we heading toward a web where sites are designed more for machines than for people, and if that happens, who really owns the user experience in the long run?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> a month ago, I was trying to build a similar but a student proj named CiteWeb unfort. couldn’t continue due to some design evaluation issues and my busy schedule. lol<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>ran this on a couple of my sites and the MCP readiness check was an eye-opener. never even thought about exposing structured endpoints specifically for AI agents before tbh. the part about markdown negotiation is interesting too – most of my pages serve html and never considered that agents would prefer a simpler format. gonna have to rethink my content-type headers now. one thing tho – does it differentiate between different agent types? like a shopping agent vs a research agent would need pretty different access levels 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>oh this is cool \u2014 does the scanner actually test how an agent would navigate the site end-to-end, or is it mostly static checks against robots.txt and MCP\/agent manifests? curious how deep it goes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 approve of a way to screen your website to ensure it’s ready for AI agents. Does it require interacting with the agent first or does it have an updated catalog that has information on agents that are out right 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Thanks for this tool! I was just recently wondering if I have everything set up correctly. Now I know exactly what I’m fixing today \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@rohanrecommends \u2014 does the audit check for llms.txt (the emerging convention for AI crawlability hints alongside robots.txt), or is coverage limited to the established stack? Also curious whether the score differentiates between ‘actively blocking AI crawlers’ vs ‘not explicitly allowing them’ \u2014 those are pretty different signals for an agent deciding whether to index.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! This is a timely tool as AI agents become more prevalent. I’m curious about the implementation side – when the scanner identifies gaps in a site’s agent-readiness, how prescriptive is the guidance for fixing them? Are there pre-built solutions or does it mostly flag issues and leave remediation to the developer?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/5ZXXOKRCL2PE2Y\" class=\"app-title\">Vercel Flags<\/a><\/p>\n<div class=\"one-liner\">Feature flags, targeting rules, rollouts. All from Vercel.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">174<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vercel Flags \u662f\u4e00\u6b3e\u5185\u7f6e\u4e8e Vercel \u5e73\u53f0\u7684\u529f\u80fd\u5f00\u5173\u670d\u52a1\uff0c\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u96c6\u6210\u7b2c\u4e09\u65b9\u670d\u52a1\uff0c\u5373\u53ef\u5728\u63a7\u5236\u53f0\u5185\u76f4\u63a5\u7ba1\u7406\u529f\u80fd\u53d1\u5e03\u3001\u76ee\u6807\u89c4\u5219\u548c A\/B \u6d4b\u8bd5\uff0c\u7b80\u5316\u4e86\u73b0\u4ee3\u524d\u7aef\u5e94\u7528\u7684\u8fed\u4ee3\u548c\u90e8\u7f72\u6d41\u7a0b\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/278737d0-e048-486f-80cb-b9a366d4f8af.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/007a03c6-722e-4e88-94ce-b0f59dc9e226.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u529f\u80fd\u5f00\u5173<\/span><br \/>\n <span class=\"tag\">\u7279\u6027\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">A\/B\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u6e10\u8fdb\u5f0f\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u4e91<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4<\/span><br \/>\n <span class=\"tag\">\u5e73\u53f0\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u65e0\u670d\u52a1\u67b6\u6784<\/span><br \/>\n <span class=\"tag\">Vercel\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u4f53\u9a8c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u6b22\u8fce\u8be5\u539f\u751f\u96c6\u6210\uff0c\u8ba4\u4e3a\u80fd\u7b80\u5316\u6280\u672f\u6808\u3001\u63d0\u5347\u4f53\u9a8c\u3002\u6838\u5fc3\u5173\u5207\u70b9\u96c6\u4e2d\u5728\uff1a\u662f\u5426\u652f\u6301\u8fb9\u7f18\u51fd\u6570\u7684\u65e0\u989d\u5916\u5f80\u8fd4\u670d\u52a1\u7aef\u8bc4\u4f30\uff0c\u4ee5\u53ca\u662f\u5426\u6709\u8ba1\u5212\u5c06\u529f\u80fd\u6807\u8bb0\u72b6\u6001\u540c\u6b65\u5230\u5916\u90e8\u5206\u6790\u5de5\u5177\uff0c\u4ee5\u5b9e\u73b0\u66f4\u7cbe\u7ec6\u7684\u8f6c\u5316\u8ffd\u8e2a\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 Vercel Flags \u7684\u53d1\u5e03\uff0c\u8fdc\u4e0d\u6b62\u662f\u5728\u73b0\u6709\u5e73\u53f0\u83dc\u5355\u91cc\u65b0\u589e\u4e00\u4e2a\u529f\u80fd\u6a21\u5757\u3002\u5b83\u662f Vercel \u5de9\u56fa\u5176\u201c\u524d\u7aef\u4e91\u201d\u6218\u7565\u5730\u4f4d\u7684\u5173\u952e\u4e00\u6b65\uff0c\u6807\u5fd7\u7740\u5176\u4ece\u201c\u90e8\u7f72\u5e73\u53f0\u201d\u5411\u201c\u5b8c\u6574\u5e94\u7528\u4ea4\u4ed8\u4e0e\u7ba1\u7406\u5e73\u53f0\u201d\u7684\u6df1\u523b\u6f14\u8fdb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e **\u201c\u96c6\u6210\u9738\u6743\u201d**\u3002\u901a\u8fc7\u5c06\u529f\u80fd\u5f00\u5173\u8fd9\u4e00\u5173\u952e\u5b9e\u8df5\u6df1\u5ea6\u5d4c\u5165\u81ea\u8eab\u5e73\u53f0\uff0cVercel \u6b63\u5728\u6784\u5efa\u4e00\u4e2a\u9ad8\u7c98\u6027\u7684\u5f00\u53d1\u95ed\u73af\u3002\u5f00\u53d1\u8005\u8fc7\u53bb\u9700\u8981\u81ea\u884c\u9009\u578b\u3001\u96c6\u6210\u3001\u7ef4\u62a4\u7684\u7b2c\u4e09\u65b9\u529f\u80fd\u6807\u8bb0\u670d\u52a1\uff0c\u73b0\u5728\u6210\u4e86\u5e73\u53f0\u7684\u539f\u751f\u80fd\u529b\u3002\u8fd9\u770b\u4f3c\u662f\u201c\u4fbf\u5229\u201d\uff0c\u5b9e\u5219\u662f\u201c\u9501\u5b9a\u201d\u3002\u5b83\u964d\u4f4e\u4e86\u7528\u6237\u542f\u52a8\u6210\u672c\uff0c\u5374\u63d0\u9ad8\u4e86\u672a\u6765\u7684\u8fc1\u79fb\u6210\u672c\u3002\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201cwithout adding another service to your stack\u201d\u7684\u8868\u8ff0\uff0c\u65e2\u662f\u4ef7\u503c\u4e3b\u5f20\uff0c\u4e5f\u662f\u6218\u7565\u5ba3\u8a00\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u8d44\u6df1\u5f00\u53d1\u8005\u4eec\u7acb\u523b\u55c5\u5230\u4e86\u5173\u952e\uff1a**\u5bf9\u8fb9\u7f18\u8fd0\u884c\u65f6\uff08Edge Functions\uff09\u7684\u65e0\u7f1d\u652f\u6301\u662f\u6210\u8d25\u624b**\u3002\u5982\u679c\u6bcf\u6b21\u529f\u80fd\u68c0\u67e5\u90fd\u9700\u8981\u53d1\u8d77\u989d\u5916\u7684 API \u8c03\u7528\uff0c\u5c06\u4e25\u91cd\u8fdd\u80cc\u8fb9\u7f18\u8ba1\u7b97\u7684\u4f4e\u5ef6\u8fdf\u521d\u8877\u3002\u56e0\u6b64\uff0c\u80fd\u5426\u5b9e\u73b0\u771f\u6b63\u7684\u201c\u670d\u52a1\u7aef\u8bc4\u4f30\u201d\uff0c\u662f\u8861\u91cf\u8be5\u529f\u80fd\u662f\u5426\u5177\u5907\u751f\u4ea7\u7ea7\u80fd\u529b\u7684\u6280\u672f\u6807\u5c3a\u3002\u53e6\u4e00\u6761\u5173\u4e8e\u540c\u6b65\u6570\u636e\u5230\u5916\u90e8\u5206\u6790\u5de5\u5177\u7684\u8bc4\u8bba\uff0c\u5219\u63ed\u793a\u4e86\u66f4\u6df1\u5c42\u9700\u6c42\uff1a\u5f00\u53d1\u8005\u9700\u8981\u7684\u4e0d\u53ea\u662f\u4e00\u4e2a\u5f00\u5173\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u4e0e\u6574\u4e2a\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u6d41\u7a0b\u6253\u901a\u7684**\u667a\u80fd\u53d1\u5e03\u7ba1\u9053**\u3002\u76ee\u524d Vercel \u63d0\u4f9b\u4e86\u63a7\u5236\u5c42\u9762\u7684\u4fbf\u5229\uff0c\u4f46\u5728\u6570\u636e\u5c42\u9762\u662f\u5426\u5f00\u653e\u3001\u5982\u4f55\u96c6\u6210\uff0c\u5c06\u51b3\u5b9a\u5176\u5929\u82b1\u677f\u662f\u201c\u4fbf\u5229\u5de5\u5177\u201d\u8fd8\u662f\u201c\u6838\u5fc3\u4e2d\u67a2\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7280\u5229\u6765\u770b\uff0cVercel \u6b64\u4e3e\u662f\u5bf9 LaunchDarkly\u3001Split \u7b49\u72ec\u7acb\u529f\u80fd\u6807\u8bb0\u670d\u52a1\u5546\u7684\u201c\u964d\u7ef4\u6253\u51fb\u201d\u3002\u5b83\u5229\u7528\u81ea\u8eab\u5728\u524d\u7aef\u90e8\u7f72\u5e02\u573a\u7684\u7edf\u6cbb\u5730\u4f4d\uff0c\u4ee5\u6346\u7ed1\u9500\u552e\u7684\u65b9\u5f0f\u5207\u5165\u4e00\u4e2a\u76f8\u90bb\u4f46\u89c4\u6a21\u53ef\u89c2\u7684\u5e02\u573a\u3002\u5bf9\u4e8e\u5927\u91cf\u4f7f\u7528 Vercel \u7684\u4e2d\u5c0f\u4f01\u4e1a\u548c\u521d\u521b\u56e2\u961f\uff0c\u8fd9\u6781\u5177\u5438\u5f15\u529b\uff1b\u4f46\u5bf9\u4e8e\u62e5\u6709\u590d\u6742\u6df7\u5408\u67b6\u6784\u6216\u5f3a\u8c03\u4f9b\u5e94\u5546\u591a\u5143\u5316\u7684\u4f01\u4e1a\uff0c\u8fd9\u79cd\u6df1\u5ea6\u7ed1\u5b9a\u53ef\u80fd\u53cd\u800c\u662f\u4e00\u79cd\u987e\u8651\u3002Vercel Flags \u7684\u6210\u529f\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u529f\u80fd\u591a\u5f3a\u5927\uff0c\u800c\u53d6\u51b3\u4e8e Vercel \u5e73\u53f0\u672c\u8eab\u80fd\u5426\u6301\u7eed\u6210\u4e3a\u524d\u7aef\u5f00\u53d1\u7684\u4e8b\u5b9e\u6807\u51c6\u3002\u8fd9\u662f\u4e00\u573a\u751f\u6001\u6218\u4e89\uff0c\u800c\u529f\u80fd\u5f00\u5173\uff0c\u53ea\u662f\u6700\u65b0\u90e8\u7f72\u7684\u4e00\u5ea7\u6865\u5934\u5821\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\">Vercel Flags<\/span>\n <\/div>\n<div class=\"comment-content\">Vercel Flags, a feature flag provider built into the Vercel platform, is now generally available. Create flags, define targeting rules, run progressive rollouts, and run A\/B tests, all from the Vercel Dashboard without adding another service to your stack.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I’ve been following Vercel’s evolution and this positioning around the “frontend cloud” feels really strategic. Quick question: how are you thinking about the developer experience for teams migrating from traditional hosting? Are there specific pain points you’re prioritizing in the onboarding flow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>nice, having flags native in the Vercel dashboard is a big quality-of-life win. does it support server-side evaluation inside edge functions without an extra round-trip, or is everything going through an API call?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Having feature flags built directly into the Vercel dashboard means I can finally stop juggling external SDKs just to handle simple percentage rollouts in Next.js. Are there any plans to support syncing these flag states to external analytics tools so we can easily track feature conversions by cohort? I am going to try ripping out my current third-party flag setup and migrating to this over the weekend.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>nice to see feature flags baked directly into the platform instead of needing a separate service. one less thing to wire up. does it support server-side evaluation for edge functions 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<\/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\/UKBY356JUQZQLB\" class=\"app-title\">ChatGPT Shopping<\/a><\/p>\n<div class=\"one-liner\">Richer, more visually immersive shopping experiences<\/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>\u4e00\u6b3e\u57fa\u4e8eAgentic Commerce\u534f\u8bae\u7684AI\u8d2d\u7269\u52a9\u624b\uff0c\u5728ChatGPT\u5185\u63d0\u4f9b\u89c6\u89c9\u5316\u3001\u5bf9\u8bdd\u5f0f\u7684\u5546\u54c1\u6d4f\u89c8\u4e0e\u6bd4\u4ef7\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u7ebf\u8d2d\u7269\u65f6\u4fe1\u606f\u788e\u7247\u5316\u3001\u51b3\u7b56\u8fc7\u7a0b\u5197\u957f\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d105e324-9ab5-4ea5-860f-10f78e212798.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\/c4c1ac1b-30a7-476e-bdc3-2f18affe663d.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\/09ab33e4-e503-40c4-8bd5-2a1688f8f318.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\/2b331c0c-9699-4720-b627-f6dafcaa10c3.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/b174d5f5-fa1f-48af-a733-8f9cf3d2acf8.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=qF4QRh2u7FE\"><source src=\"https:\/\/www.youtube.com\/watch?v=qF4QRh2u7FE\" 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\">User Experience<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">E-Commerce<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8d2d\u7269\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0f\u7535\u5546<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u5316\u641c\u7d22<\/span><br \/>\n <span class=\"tag\">\u5546\u54c1\u6bd4\u4ef7<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u5f00\u653e\u5546\u52a1\u534f\u8bae<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u53d1\u73b0\u5f15\u64ce<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u51b3\u7b56<\/span><br \/>\n <span class=\"tag\">ChatGPT\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u6c89\u6d78\u5f0f\u8d2d\u7269<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u4ece\u201c\u641c\u7d22\u52a9\u624b\u201d\u5347\u7ea7\u4e3a\u201c\u53d1\u73b0\u5f15\u64ce\u201d\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u6781\u5927\u63d0\u5347\u51b3\u7b56\u6548\u7387\u3002\u6838\u5fc3\u5173\u5207\u70b9\u5728\u4e8e\u63a8\u8350\u7b97\u6cd5\u662f\u5426\u516c\u6b63\u65e0\u504f\uff0c\u62c5\u5fe7\u5546\u4e1a\u5316\u63a8\u5e7f\u635f\u5bb3\u53ef\u4fe1\u5ea6\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u5176\u672a\u6765\u5bf9\u96f6\u552e\u5546\u8986\u76d6\u7684\u6269\u5c55\u8ba1\u5212\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 ChatGPT Shopping\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u5e94\u7528\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u201cAI\u539f\u751f\u5546\u4e1a\u201d\u57fa\u7840\u8bbe\u65bd\u7684\u4e00\u6b21\u538b\u529b\u6d4b\u8bd5\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u70ab\u9177\u7684\u89c6\u89c9\u5bf9\u6bd4\u6216\u5bf9\u8bdd\u754c\u9762\uff0c\u800c\u5728\u4e8e\u5176\u5e95\u5c42\u6240\u4f9d\u8d56\u7684\u201cAgentic Commerce Protocol\u201d\uff08ACP\uff09\u3002\u8fd9\u4e2a\u8fde\u63a5\u4e86\u6570\u4ebf\u7528\u6237\u4e0e\u4e3b\u6d41\u96f6\u552e\u5546\u7684\u5f00\u653e\u534f\u8bae\uff0c\u8bd5\u56fe\u626e\u6f14\u4e00\u4e2a\u4e2d\u7acb\u7684\u6570\u636e\u7ba1\u9053\u548c\u4ea4\u6613\u5c42\uff0c\u8fd9\u624d\u662f\u5176\u98a0\u8986\u6027\u6240\u5728\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\uff1a\u5c06\u8d2d\u7269\u4ece\u57fa\u4e8e\u5173\u952e\u8bcd\u7684\u201c\u641c\u7d22-\u7b5b\u9009\u201d\u88ab\u52a8\u6a21\u5f0f\uff0c\u8f6c\u53d8\u4e3a\u57fa\u4e8e\u610f\u56fe\u548c\u5bf9\u8bdd\u7684\u201c\u63a2\u7d22-\u53d1\u73b0\u201d\u4e3b\u52a8\u6a21\u5f0f\uff0c\u7406\u8bba\u4e0a\u80fd\u663e\u8457\u964d\u4f4e\u7528\u6237\u7684\u8ba4\u77e5\u8d1f\u8377\u4e0e\u51b3\u7b56\u65f6\u95f4\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5f53\u5176\u51b2\u4fbf\u662f\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u4fe1\u4efb\u201d\u95ee\u9898\u3002\u5f53AI\u540c\u65f6\u626e\u6f14\u5bfc\u8d2d\u3001\u6bd4\u4ef7\u5de5\u5177\u548c\u4ea4\u6613\u5165\u53e3\u65f6\uff0c\u5982\u4f55\u4fdd\u8bc1\u5176\u63a8\u8350\u903b\u8f91\u7684\u7edd\u5bf9\u4e2d\u7acb\uff1f\u534f\u8bae\u201c\u5f00\u653e\u201d\u7684\u53e6\u4e00\u9762\uff0c\u662f\u53c2\u4e0e\u5546\u6237\u5bf9\u66dd\u5149\u4f4d\u548c\u6392\u5e8f\u89c4\u5219\u7684\u6f5c\u5728\u4e89\u593a\u3002\u82e5\u4e0d\u80fd\u5efa\u7acb\u4e00\u5957\u900f\u660e\u3001\u53ef\u4fe1\u4e14\u6297\u64cd\u7eb5\u7684\u63a8\u8350\u673a\u5236\uff0c\u5176\u201c\u8282\u7701\u65f6\u95f4\u201d\u7684\u627f\u8bfa\u5c06\u8fc5\u901f\u5d29\u584c\u4e3a\u201c\u5f15\u5bfc\u6d88\u8d39\u201d\u7684\u5acc\u7591\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6b21\uff0c\u5b83\u7684\u4f53\u9a8c\u4f18\u52bf\u9ad8\u5ea6\u4f9d\u8d56\u4e8eChatGPT\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0eACP\u534f\u8bae\u7684\u6570\u636e\u4e30\u5ea6\u3002\u76ee\u524d\u8986\u76d6\u5927\u578b\u5e73\u53f0\u56fa\u7136\u53ef\u559c\uff0c\u4f46\u957f\u5c3e\u3001\u7279\u8272\u5546\u54c1\u5e93\u7684\u5b8c\u6574\u6027\uff0c\u4ee5\u53ca\u5b9e\u65f6\u4ef7\u683c\u3001\u5e93\u5b58\u3001\u4f18\u60e0\u4fe1\u606f\u7684\u51c6\u786e\u6027\uff0c\u5c06\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u53d6\u4ee3\u7528\u6237\u201c\u591a\u5f00\u6807\u7b7e\u9875\u201d\u4e60\u60ef\u7684\u5173\u952e\u3002\u5b83\u5e76\u975e\u7b80\u5355\u805a\u5408\u4fe1\u606f\uff0c\u800c\u662f\u9700\u8981\u7406\u89e3\u201c\u5e73\u66ff\u201d\u3001\u201c\u9732\u8425\u65b0\u624b\u5165\u95e8\u201d\u7b49\u6a21\u7cca\u9700\u6c42\u5e76\u7cbe\u51c6\u5339\u914d\uff0c\u8fd9\u5bf9AI\u548c\u5e95\u5c42\u6570\u636e\u8d28\u91cf\u63d0\u51fa\u4e86\u6781\u9ad8\u8981\u6c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u573a\u5173\u4e8e\u201c\u8d2d\u7269\u5165\u53e3\u201d\u63a7\u5236\u6743\u7684\u4e89\u593a\u3002\u5b83\u8bd5\u56fe\u5c06ChatGPT\u4ece\u95ee\u7b54\u5de5\u5177\u53d8\u4e3a\u6d88\u8d39\u8d77\u70b9\uff0c\u628a\u4ea4\u6613\u73af\u8282\u66f4\u6df1\u5730\u5d4c\u5165\u5bf9\u8bdd\u6d41\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u5546\u4e1a\u53d8\u73b0\u4e0e\u7528\u6237\u4f53\u9a8c\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u8106\u5f31\u7684\u5e73\u8861\u70b9\uff0c\u5e76\u8bc1\u660e\u5176\u534f\u8bae\u80fd\u521b\u9020\u4e00\u4e2a\u6bd4\u73b0\u6709\u7535\u5546\u5e73\u53f0\u56f4\u5899\u82b1\u56ed\u66f4\u9ad8\u6548\u3001\u66f4\u516c\u5e73\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u4e00\u4e2a\u6709\u8da3\u7684\u3001\u4f46\u975e\u5fc5\u9700\u7684\u8d2d\u7269\u73a9\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">ChatGPT Shopping<\/span>\n <\/div>\n<div class=\"comment-content\">ChatGPT shopping now runs on Agentic Commerce Protocol, an open commerce protocol connecting 700M users to Target, Walmart, Sephora, Shopify and more. Visual comparisons, image search, personalised buyer guides. Free for all users.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really interesting launch, this turns ChatGPT into a true <strong>product discovery engine<\/strong> rather than just a search assistant. <\/p>\n<\/p>\n<p><strong>What it is:<\/strong> A richer, visual shopping experience inside ChatGPT that helps users explore, compare, and decide what to buy, all in one place. <\/p>\n<p><strong>Problem \u2192 Solution:<\/strong> Online shopping is fragmented… too many tabs, repetitive research, and slow decision-making. This solves it by enabling conversational discovery, visual browsing, and side-by-side comparisons instantly. <\/p>\n<\/p>\n<p><strong>What makes it different: <\/strong>Instead of keyword search, it\u2019s <strong>intent-driven + conversational<\/strong>, with real-time refinement and personalized results, massively reducing decision time. <\/p>\n<\/p>\n<p><strong>Key features:<\/strong><\/p>\n<ul>\n<li>\n<p>Visual product browsing<\/p>\n<\/li>\n<li>\n<p>Side-by-side comparisons (price, reviews, features)<\/p>\n<\/li>\n<li>\n<p>Conversational refinement<\/p>\n<\/li>\n<li>\n<p>Personalized recommendations based on preferences<\/p>\n<\/li>\n<li>\n<p>Integrated merchant ecosystem via ACP<\/p>\n<\/li>\n<\/ul>\n<p><strong>Benefits:<\/strong><\/p>\n<ul>\n<li>\n<p>Faster decisions (minutes vs hours)<\/p>\n<\/li>\n<li>\n<p>Fewer tabs, less cognitive overload<\/p>\n<\/li>\n<li>\n<p>Higher-quality purchase choices<\/p>\n<\/li>\n<li>\n<p>Seamless discovery \u2192 checkout flow<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for: <\/strong>Shoppers, researchers, indecisive buyers, and anyone exploring options, not just people who know exactly what they want. <\/p>\n<\/p>\n<p><strong>Use cases:<\/strong><\/p>\n<ul>\n<li>\n<p>Comparing products before buying<\/p>\n<\/li>\n<li>\n<p>Finding alternatives or similar items<\/p>\n<\/li>\n<li>\n<p>Budget-based recommendations<\/p>\n<\/li>\n<li>\n<p>Exploring new categories<\/p>\n<\/li>\n<\/ul>\n<p>This is a big step toward <strong>AI-native commerce<\/strong> where discovery, comparison, and decision-making happen in one flow. <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I\u2019d definitely use something that helps me find the right products faster, but only if the recommendations stay unbiased. The moment companies can pay to push their products higher, this’d lose my trust.<\/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\/@aniela_oprea\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aniela_oprea<\/a> Good point <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>These are the tools I look forward to using in my day to day. Are there any online stores that it doesn’t have access to that will be looked into in the future?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/PXX4B6Q66KAXNW\" class=\"app-title\">React Email 6.0 by Resend<\/a><\/p>\n<div class=\"one-liner\">Build, customize, and ship emails \u2014 all from your own app<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">133<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>React Email 6.0 \u662f\u4e00\u6b3e\u53ef\u5d4c\u5165\u5e94\u7528\u7684\u5f00\u6e90\u53ef\u89c6\u5316\u90ae\u4ef6\u7f16\u8f91\u5668\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u5728\u81ea\u5df1\u7684\u4ea7\u54c1\u4e2d\u5feb\u901f\u6784\u5efa\u3001\u5b9a\u5236\u548c\u53d1\u9001\u6837\u5f0f\u517c\u5bb9\u7684\u90ae\u4ef6\uff0c\u89e3\u51b3\u4e86\u5728\u5e94\u7528\u5185\u96c6\u6210\u4e13\u4e1a\u90ae\u4ef6\u7f16\u8f91\u529f\u80fd\u7684\u9ad8\u95e8\u69db\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f45f4d4f-057b-452b-8390-885322f0da4d.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\/b2e39f6b-3163-424f-b099-552f87d03ec1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dca05128-27af-471c-b413-5af602f6d54f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e44cb9be-1f14-483b-a2d7-41de3af594a8.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\">Email<\/span><br \/>\n <span class=\"tag\">Open Source<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5f00\u6e90\u90ae\u4ef6\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">React\u7ec4\u4ef6<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u53ef\u5d4c\u5165\u7ec4\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7535\u5b50\u90ae\u4ef6\u57fa\u7840\u8bbe\u65bd<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u70ed\u91cd\u8f7d\u548c\u9884\u89c8\u529f\u80fd\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1a6.0\u7248\u672c\u7684\u7834\u574f\u6027\u53d8\u66f4\u4e0e\u5347\u7ea7\u5de5\u5177\u3001\u4ea7\u54c1\u4e3b\u8981\u9762\u5411\u5f00\u53d1\u8005\u8fd8\u662f\u975e\u6280\u672f\u4eba\u5458\u3001\u4ee5\u53ca\u5d4c\u5165\u5f0f\u7f16\u8f91\u5668\u662f\u5426\u80fd\u6ce8\u5165\u8bbe\u8ba1\u4ee4\u724c\u4ee5\u5339\u914d\u5bbf\u4e3b\u5e94\u7528\u98ce\u683c\uff0c\u907f\u514d\u89c6\u89c9\u5272\u88c2\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 React Email 6.0 \u7684\u91ce\u5fc3\uff0c\u8fdc\u4e0d\u6b62\u4e8e\u53c8\u4e00\u4e2a\u90ae\u4ef6\u6a21\u677f\u5e93\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u90ae\u4ef6\u7f16\u8f91\u5668\u201d\u4ece\u4e00\u4e2a\u72ec\u7acb\u5de5\u5177\uff0c\u964d\u7ef4\u4e3a\u4e00\u4e2a\u53ef\u88ab\u4efb\u610f\u5e94\u7528\u541e\u98df\u7684\u6807\u51c6\u5316\u7ec4\u4ef6\u3002\u901a\u8fc7\u63d0\u4f9b\u5f00\u6e90\u3001\u53ef\u5d4c\u5165\u7684\u53ef\u89c6\u5316\u7f16\u8f91\u5668\uff0c\u5b83\u8bd5\u56fe\u5c06\u90ae\u4ef6\u5185\u5bb9\u751f\u4ea7\u8fd9\u4e00\u4f20\u7edf\u4e0a\u9700\u8981\u524d\u540e\u7aef\u534f\u4f5c\u3001\u4e14\u9971\u53d7\u5ba2\u6237\u7aef\u517c\u5bb9\u6027\u6298\u78e8\u7684\u73af\u8282\uff0c\u5f7b\u5e95\u524d\u7aef\u5316\u548c\u6a21\u5757\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u6b64\u4e3e\u76f4\u51fb\u4e00\u4e2a\u5173\u952e\u75db\u70b9\uff1aSaaS\u4ea7\u54c1\u4e2d\uff0c\u8425\u9500\u6216\u8fd0\u8425\u4eba\u5458\u6240\u9700\u7684\u5185\u5bb9\u7075\u6d3b\u6027\u4e0e\u5de5\u7a0b\u5e08\u8ffd\u6c42\u7684\u4ee3\u7801\u53ef\u63a7\u6027\u53ca\u6837\u5f0f\u53ef\u9760\u6027\u4e4b\u95f4\u7684\u6c38\u6052\u77db\u76fe\u3002Resend\u7684\u65b9\u6848\u9887\u5177\u5320\u5fc3\u2014\u2014\u7f16\u8f91\u5668\u8f93\u51fa\u7684\u662f\u201cemail-ready HTML\u201d\uff0c\u8fd9\u4fdd\u8bc1\u4e86\u90ae\u4ef6\u6700\u7ec8\u6e32\u67d3\u7684\u786e\u5b9a\u6027\uff1b\u540c\u65f6\u5f00\u653e\u7684\u7ec4\u5408API\uff0c\u53c8\u5141\u8bb8\u6269\u5c55\u81ea\u5b9a\u4e49\u529f\u80fd\u5757\u3002\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u63d0\u4f9b\u4e00\u79cd\u201c\u53d7\u63a7\u7684\u81ea\u7531\u201d\uff0c\u5c06\u975e\u6280\u672f\u4eba\u5458\u7684\u521b\u4f5c\uff0c\u7ea6\u675f\u5728\u5de5\u7a0b\u5e08\u9884\u8bbe\u7684\u5b89\u5168\u8fb9\u754c\u5185\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u8bbe\u8ba1\u4ee4\u724c\u6ce8\u5165\u7684\u8d28\u7591\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u6b64\u7c7b\u5d4c\u5165\u5f0f\u7f16\u8f91\u5668\u80fd\u5426\u6210\u529f\u7684\u5173\u952e\uff1a\u5b83\u662f\u5426\u771f\u7684\u80fd\u505a\u5230\u201c\u65e0\u7f1d\u878d\u5408\u201d\uff0c\u800c\u975e\u4e00\u4e2a\u89c6\u89c9\u4e0a\u683c\u683c\u4e0d\u5165\u7684\u201c\u5f02\u57dfiframe\u201d\u3002\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u95ee\u9898\uff0c\u66f4\u662f\u4ea7\u54c1\u54f2\u5b66\u95ee\u9898\u3002Resend\u82e5\u60f3\u8ba9\u5b83\u6210\u4e3a\u5e94\u7528\u7684\u6807\u51c6\u5185\u5efa\u6a21\u5757\uff0c\u5c31\u5fc5\u987b\u89e3\u51b3\u8fd9\u4e00\u5c42\u201c\u5bbf\u4e3b\u9002\u914d\u201d\u7684\u6df1\u5ea6\u5b9a\u5236\u9700\u6c42\uff0c\u5426\u5219\u5b83\u53ef\u80fd\u6c38\u8fdc\u53ea\u662f\u4e00\u4e2a\u4e3a\u5f00\u53d1\u8005\u670d\u52a1\u7684\u3001\u66f4\u4f18\u96c5\u7684\u4ee3\u7801\u5de5\u5177\uff0c\u800c\u96be\u4ee5\u8d4b\u80fd\u7ed9\u771f\u6b63\u7684\u201c\u975e\u6280\u672f\u6210\u5458\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cReact Email 6.0 \u4ee3\u8868\u4e86\u57fa\u7840\u8bbe\u65bd\u4ea7\u54c1\u7684\u4e00\u79cd\u6f14\u8fdb\u8d8b\u52bf\uff1a\u4ece\u63d0\u4f9b\u5916\u90e8API\u670d\u52a1\uff0c\u8f6c\u5411\u63d0\u4f9b\u53ef\u5185\u805a\u7684\u3001UI\u7ea7\u7684\u57fa\u7840\u8f6f\u4ef6\u6a21\u5757\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u68c0\u9a8c\u201c\u5f00\u53d1\u4f53\u9a8c\u201d\u4e0e\u201c\u6700\u7ec8\u7528\u6237\u4f53\u9a8c\u201d\u7684\u8fb9\u754c\uff0c\u5728\u590d\u6742\u7684\u529f\u80fd\u6027\u7ec4\u4ef6\u9886\u57df\uff0c\u80fd\u5426\u88ab\u771f\u6b63\u62b9\u5e73\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\">React Email 6.0 by Resend<\/span>\n <\/div>\n<div class=\"comment-content\">An open-source email editor you can embed in your own app, plus a new collection of templates.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>React Email 6.0<\/strong> ships with an open-source visual editor you can embed directly in your app, a new template collection, and a unified package that simplifies imports across the board.<\/p>\n<\/p>\n<p><strong>What’s new:<\/strong><\/p>\n<ul>\n<li>\n<p>Open-source editor: embed a full visual email editor in your app with a few lines of code, outputs email-ready HTML that renders correctly across every major inbox provider<\/p>\n<\/li>\n<li>\n<p>Custom extensions: build your own blocks using the composable API, from CDN image uploads to inline charts<\/p>\n<\/li>\n<li>\n<p>New templates: ready-to-use authentication and e-commerce sequences, available as React Email templates or Figma files<\/p>\n<\/li>\n<li>\n<p>Unified package: import all React Email components from a single react-email package, no more juggling multiple installs<\/p>\n<\/li>\n<\/ul>\n<p>2M weekly npm downloads. 196 open source contributors. Full docs on GitHub.<\/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>been using react-email for a while \u2014 the hot reload and preview server are 10\/10. what’s the biggest breaking change in 6.0, and is there a codemod for folks upgrading from 3.x?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love resend. Started implementing it 1 month ago and it’s amazingly 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m trying to understand who this is primarily for? Is this a tool that enables non-technical members to engage in some of the benefits of the react ecosystem or for engineers? Just let’s you compose email templates but within your own project?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>@adithya \u2014 the embeddable editor is the standout part here. Does it support design token injection so the editor UI can match the host app’s visual system, or does it ship with a fixed style? I’ve seen email editors where the iframe boundary creates visual jarring when dropped into a SaaS product \u2014 curious how Resend’s approached that.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/BYB4P5CVVM4VJ6\" class=\"app-title\">Claude Code Rendering<\/a><\/p>\n<div class=\"one-liner\">Mouse support and flicker-free rendering for Claude Code<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">125<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Claude Code Rendering \u662f\u4e00\u6b3e\u9488\u5bf9 Claude Code CLI \u7684\u589e\u5f3a\u6e32\u67d3\u5668\uff0c\u901a\u8fc7\u5728\u5e94\u7528\u5c42\u865a\u62df\u5316\u7ec8\u7aef\u89c6\u53e3\uff0c\u4e3a\u5728 VS Code\u3001tmux \u6216 iTerm2 \u4e2d\u8fdb\u884c\u957f\u4f1a\u8bdd\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\uff0c\u5f7b\u5e95\u89e3\u51b3\u4e86\u7ec8\u7aef\u754c\u9762\u95ea\u70c1\u548c\u6eda\u52a8\u8df3\u8dc3\u7684\u6838\u5fc3\u4f53\u9a8c\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c1afcd10-d5cd-4352-a398-e005cdcbd40a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c6b09229-67c9-402c-8adc-82700fcdcdc3.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\/b823d9b8-94b5-48fb-8170-4a12a3ffabd5.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\/887ff504-3af9-4049-a488-e67f10ab394e.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/shorts\/REnls-SCrYU\"><source src=\"https:\/\/www.youtube.com\/shorts\/REnls-SCrYU\" 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\">User Experience<\/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\">\u7ec8\u7aef\u5de5\u5177\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">CLI\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u65e0\u95ea\u70c1\u6e32\u67d3<\/span><br \/>\n <span class=\"tag\">\u9f20\u6807\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u89c6\u53e3\u865a\u62df\u5316<\/span><br \/>\n <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">TUI<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u5bf9\u89e3\u51b3\u7ec8\u7aef\u95ea\u70c1\u95ee\u9898\u8868\u793a\u9ad8\u5ea6\u8d5e\u8d4f\uff0c\u8ba4\u4e3a\u8fd9\u662f\u957f\u671f\u5b58\u5728\u7684\u75db\u70b9\u3002\u9f20\u6807\u652f\u6301\uff08\u5982\u70b9\u51fb\u5b9a\u4f4d\u3001\u6eda\u52a8\uff09\u663e\u8457\u63d0\u5347\u4e86\u4ea4\u4e92\u6548\u7387\u3002\u7528\u6237\u5173\u6ce8\u5176\u6280\u672f\u5b9e\u73b0\u662f\u5426\u57fa\u4e8e\u73b0\u6709TUI\u6846\u67b6\uff0c\u5e76\u6ce8\u610f\u5230\u590d\u5236\u7c98\u8d34\u7b49\u539f\u751f\u884c\u4e3a\u5728\u9884\u89c8\u6a21\u5f0f\u4e0b\u53ef\u80fd\u6709\u6240\u4e0d\u540c\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 Claude Code Rendering \u770b\u4f3c\u53ea\u662f\u4e00\u4e2a\u201c\u6d88\u9664\u95ea\u70c1\u201d\u7684\u8865\u4e01\uff0c\u5b9e\u5219\u89e6\u53ca\u4e86\u7ec8\u7aef\u5e94\u7528\u73b0\u4ee3\u5316\u7684\u4e00\u4e2a\u6df1\u5c42\u77db\u76fe\uff1a\u5728\u4fdd\u7559\u4f20\u7edf\u7ec8\u7aef\u8f7b\u91cf\u7ea7\u3001\u53ef\u79fb\u690d\u6027\u4f18\u52bf\u7684\u540c\u65f6\uff0c\u5982\u4f55\u63d0\u4f9b\u73b0\u4ee3GUI\u7684\u6d41\u7545\u4ea4\u4e92\u4f53\u9a8c\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u589e\u52a0\u9f20\u6807\u652f\u6301\u201d\u8fd9\u4e00\u529f\u80fd\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5176\u6280\u672f\u8def\u5f84\u7684\u9009\u62e9\u2014\u2014\u5b83\u6ca1\u6709\u50cf\u8bb8\u591a\u73b0\u4ee3TUI\u5de5\u5177\u90a3\u6837\u5f15\u5165\u91cd\u578b\u6846\u67b6\uff08\u5982Ratatui\uff09\uff0c\u800c\u662f\u5de7\u5999\u5730\u901a\u8fc7\u201c\u89c6\u53e3\u865a\u62df\u5316\u201d\u5728\u5e94\u7528\u5c42\u63a5\u7ba1\u6e32\u67d3\uff0c\u5b9e\u73b0\u4e86\u65e0\u95ea\u70c1\u66f4\u65b0\u3002\u8fd9\u662f\u4e00\u79cd\u4f18\u96c5\u7684\u59a5\u534f\uff1a\u65e2\u7ef4\u6301\u4e86\u4e0e\u6807\u51c6\u7ec8\u7aef\u7684\u517c\u5bb9\u6027\uff0c\u53c8\u5728\u6838\u5fc3\u4ea4\u4e92\u75db\u70b9\uff08\u95ea\u70c1\u3001\u957f\u4f1a\u8bdd\u5185\u5b58\u81a8\u80c0\uff09\u4e0a\u5b9e\u73b0\u4e86\u7a81\u7834\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u7814\u7a76\u9884\u89c8\u201d\u7684\u72b6\u6001\u548c\u6587\u6863\u4e2d\u63d0\u53ca\u7684\u4e0e\u539f\u751f\u5feb\u6377\u952e\u884c\u4e3a\u7684\u6743\u8861\uff0c\u66b4\u9732\u4e86\u8fd9\u79cd\u201c\u5939\u5c42\u201d\u65b9\u6848\u7684\u56fa\u6709\u6311\u6218\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u4fee\u8865\u4e00\u4e2a\u57fa\u4e8e\u6d41\u5f0f\u6587\u672c\u548cANSI\u8f6c\u4e49\u7801\u7684\u53e4\u8001\u4f53\u7cfb\uff0c\u800c\u975e\u91cd\u5851\u5b83\u3002\u8fd9\u5e26\u6765\u4e00\u4e2a\u5c16\u9510\u95ee\u9898\uff1a\u5bf9\u4e8eAI\u7f16\u7801\u52a9\u624b\u8fd9\u7c7b\u9ad8\u4ea4\u4e92\u6027\u3001\u72b6\u6001\u590d\u6742\u7684\u4e0b\u4e00\u4ee3CLI\u5de5\u5177\uff0c\u6211\u4eec\u662f\u5426\u5e94\u8be5\u7ee7\u7eed\u59d4\u8eab\u4e8e\u7ec8\u7aef\u7684\u9650\u5236\uff1f\u8fd8\u662f\u9700\u8981\u66f4\u5f7b\u5e95\u7684\u534f\u8bae\u6216\u8fd0\u884c\u65f6\u91cd\u6784\uff1f\u8be5\u4ea7\u54c1\u662f\u4e00\u6b21\u51fa\u8272\u7684\u5de5\u7a0b\u5b9e\u8df5\uff0c\u8bc1\u660e\u4e86\u5728\u65e7\u8303\u5f0f\u5185\u4ecd\u6709\u5de8\u5927\u4f18\u5316\u7a7a\u95f4\uff0c\u4f46\u5b83\u4e5f\u50cf\u4e00\u9762\u955c\u5b50\uff0c\u6620\u7167\u51fa\u7ec8\u7aef\u751f\u6001\u5728AI\u65f6\u4ee3\u6240\u9762\u4e34\u7684\u67b6\u6784\u6027\u5f20\u529b\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u4fdd\u6301\u6781\u7b80\u4f9d\u8d56\u7684\u524d\u63d0\u4e0b\uff0c\u6301\u7eed\u5f25\u5408\u4f20\u7edf\u7ec8\u7aef\u4e0e\u73b0\u4ee3\u4ea4\u4e92\u671f\u671b\u4e4b\u95f4\u7684\u9e3f\u6c9f\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\">Claude Code Rendering<\/span>\n <\/div>\n<div class=\"comment-content\">Claude Code’s new opt-in renderer virtualises the viewport, eliminates flicker, adds mouse events, and keeps memory flat in long sessions. For developers running Claude Code in VS Code, tmux, or iTerm2.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Claude Code Fullscreen Rendering is a new opt-in renderer for the Claude Code CLI that virtualises the terminal viewport and adds mouse support.<\/p>\n<\/p>\n<p>It solves the core UX problem in terminal-based AI coding: ANSI escape codes lack a mechanism to repaint rows outside the viewport, so every update forces a full-screen clear. That’s the flicker.<\/p>\n<\/p>\n<p>Fullscreen rendering moves viewport control into the application layer, the same way Vim and Htop do it.<\/p>\n<\/p>\n<p>What makes it different is that it eliminates flicker without sacrificing terminal portability, no external TUI framework, and no new dependencies.<\/p>\n<\/p>\n<p>It supports click-to-position cursor in the input box, click-to-expand tool results, URL and file path clicking, mouse-wheel scrolling, transcript search with less-style navigation, and constant memory and CPU usage regardless of conversation length.<\/p>\n<\/p>\n<p>Built for developers running Claude Code in VS Code’s integrated terminal, tmux, or iTerm2, especially in long sessions where flicker and scroll jumps are most disruptive.<\/p>\n<\/p>\n<p>Enable it with: CLAUDE_CODE_NO_FLICKER=1 claude<\/p>\n<\/p>\n<p>Note: this is a research preview. Native cmd-f and copy-paste behave differently in this mode. Full tradeoff details in the docs.<\/p>\n<\/p>\n<p><a href=\"https:\/\/code.claude.com\/docs\/en\/fullscreen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/code.claude.com\/docs\/en\/fullscreen<\/a> <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> How does mouse support change your typical workflow? Does it feel more “IDE-like” in tmux, or still pure terminal soul?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is solving a problem I’ve been annoyed by for months. The flicker during long Claude Code sessions in tmux is genuinely painful – especially when you’re trying to read tool results while the model is still generating. The Vim-style viewport approach makes total sense. Already enabled it with the env var and the difference is immediately noticeable. Mouse wheel scrolling through long conversations is a game changer too.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>oh nice, the memory staying flat in long sessions is huge. the flickering in terminal was one of those small things that really added up over time. mouse support is a great bonus too<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>flicker in the CLI has been one of those papercuts i didn’t realize was bugging me until i saw a smooth render. is this built on a custom TUI layer or using something like ink\/ratatui under the hood?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/XRPD4ADPFYB7OL\" class=\"app-title\">Android CLI<\/a><\/p>\n<div class=\"one-liner\">Build high quality Android apps 3x faster using any agent <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">117<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Android CLI\u662f\u4e00\u6b3e\u9762\u5411AI\u667a\u80fd\u4f53\u7684\u7ec8\u7aef\u5de5\u5177\u96c6\uff0c\u901a\u8fc7\u63d0\u4f9b\u7ed3\u6784\u5316\u547d\u4ee4\u3001\u6a21\u5757\u5316\u6280\u80fd\u548c\u5b9e\u65f6\u77e5\u8bc6\u5e93\uff0c\u6307\u5bfcAI\u667a\u80fd\u4f53\u9075\u5faa\u6700\u4f73\u5b9e\u8df5\uff0c\u89e3\u51b3Android\u5f00\u53d1\u73af\u5883\u642d\u5efa\u7f13\u6162\u3001\u5de5\u4f5c\u6d41\u9648\u65e7\u548c\u5de5\u5177\u94fe\u5272\u88c2\u7684\u75db\u70b9\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u501f\u52a9AI\u4ee3\u7406\u5728\u7ec8\u7aef\u5185\u5feb\u901f\u6784\u5efa\u9ad8\u8d28\u91cf\u5e94\u7528\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2812dec2-0c70-4628-ad93-415f39b5e6bf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dde947d1-525c-47e3-beb2-d8a115678091.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\/4fbde86d-eb17-4f92-a83a-f43cf65a71f4.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\/6561f3ee-5d9b-4d34-90a5-2fbc92c4e53c.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\/34924a56-71c6-4b6d-b7fa-e1992c9477e2.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\/190ceccc-ce8a-4d75-8176-fbcbddf34c6b.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\/f4a32e27-3f05-451a-8dce-d7e7b126bb43.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\/f5367fa5-8b90-4428-8ba1-ffad16bde8b2.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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">SDK<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Android\u5f00\u53d1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u547d\u4ee4\u884c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u52a0\u901f<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6700\u4f73\u5b9e\u8df5<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u811a\u624b\u67b6<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u81ea\u52a8\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3Android\u5f00\u53d1\u73af\u5883\u642d\u5efa\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u4e3aAI\u667a\u80fd\u4f53\u63d0\u4f9b\u7ed3\u6784\u5316\u63a5\u53e3\u662f\u660e\u667a\u4e4b\u4e3e\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1a\u5176\u201c\u5b9e\u65f6\u77e5\u8bc6\u5e93\u201d\u5982\u4f55\u4fdd\u6301\u4e0eAndroid\u6700\u4f73\u5b9e\u8df5\u540c\u6b65\uff08\u662f\u624b\u52a8\u8fd8\u662f\u81ea\u52a8\u66f4\u65b0\uff09\uff0c\u4ee5\u53caAI\u667a\u80fd\u4f53\u5728\u9047\u5230\u6a21\u7cca\u8bbe\u8ba1\u89c4\u8303\u65f6\u5982\u4f55\u505a\u51fa\u51b3\u7b56\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Android CLI\u7684\u6838\u5fc3\u7406\u5ff5\u5e76\u975e\u7b80\u5355\u7684\u201c\u547d\u4ee4\u884c\u5de5\u5177\u201d\uff0c\u800c\u662f\u201c\u4e3aAI\u667a\u80fd\u4f53\u8bbe\u8ba1\u7684\u7ed3\u6784\u5316\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u6df1\u5c42\u95ee\u9898\uff0c\u662f\u5f53\u524dAI\u7f16\u7801\u52a9\u624b\u5728\u590d\u6742\u3001\u914d\u7f6e\u7e41\u91cd\u7684Android\u751f\u6001\u4e2d\u8868\u73b0\u51fa\u7684\u201c\u65e0\u77e5\u201d\u4e0e\u201c\u4f4e\u6548\u201d\u3002\u901a\u8fc7\u5c06SDK\u7ba1\u7406\u3001\u9879\u76ee\u6a21\u677f\u3001\u6d4b\u8bd5\u90e8\u7f72\u7b49\u73af\u8282\u5c01\u88c5\u4e3a\u6807\u51c6\u5316\u3001\u53ef\u7406\u89e3\u7684\u201c\u6280\u80fd\u201d\uff0c\u5e76\u8f85\u4ee5\u58f0\u79f0\u5b9e\u65f6\u66f4\u65b0\u7684\u77e5\u8bc6\u5e93\uff0c\u5176\u672c\u8d28\u662f\u4e3aAI\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u786e\u5b9a\u6027\u3001\u4f4e\u566a\u97f3\u7684\u4e13\u5c5e\u6267\u884c\u73af\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u201c\u964d\u672c\u589e\u6548\u201d\u7684\u4e24\u9762\uff1a\u5bf9\u5f00\u53d1\u8005\uff0c\u662f\u63d0\u5347\u5de5\u4f5c\u6d41\u901f\u5ea6\uff1b\u5bf9AI\u667a\u80fd\u4f53\u53ca\u5176\u80cc\u540e\u7684\u4f01\u4e1a\u7528\u6237\uff0c\u5219\u662f\u901a\u8fc7\u51cf\u5c11\u5176\u5728\u590d\u6742\u4e0a\u4e0b\u6587\u6478\u7d22\u4e2d\u4ea7\u751f\u7684\u5197\u4f59token\u6d88\u8017\uff0c\u76f4\u63a5\u964d\u4f4e\u5927\u6a21\u578bAPI\u8c03\u7528\u6210\u672c\u3002\u5176\u201c\u63d0\u901f3\u500d\u201d\u7684\u5ba3\u79f0\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53ef\u80fd\u6e90\u4e8e\u6b64\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u201c\u5b9e\u65f6\u77e5\u8bc6\u5e93\u201d\u7684\u66f4\u65b0\u673a\u5236\u662f\u6280\u672f\u62a4\u57ce\u6cb3\uff0c\u4e5f\u662f\u6f5c\u5728\u98ce\u9669\u70b9\u3002\u82e5\u4f9d\u8d56\u624b\u52a8\u7ef4\u62a4\uff0c\u5176\u65f6\u6548\u6027\u5c06\u5927\u6253\u6298\u6263\uff1b\u82e5\u8bd5\u56fe\u81ea\u52a8\u6293\u53d6\u5e76\u6574\u5408\u8c37\u6b4c\u5b98\u65b9\u3001\u793e\u533a\u788e\u7247\u5316\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5219\u9762\u4e34\u4fe1\u606f\u8fc7\u6ee4\u3001\u51c6\u786e\u6027\u9a8c\u8bc1\u7684\u5de8\u5927\u6311\u6218\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u5c06AI\u667a\u80fd\u4f53\u7684\u51b3\u7b56\u201c\u7ba1\u9053\u5316\u201d\uff0c\u5728\u63d0\u5347\u6548\u7387\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u9650\u5236\u5176\u521b\u9020\u6027\u89e3\u51b3\u65b9\u6848\u7684\u751f\u6210\uff0c\u5c24\u5176\u5728\u9700\u8981\u7a81\u7834\u5e38\u89c4\u7684\u590d\u6742\u573a\u666f\u4e2d\u3002\u6700\u540e\uff0c\u5176\u6210\u529f\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u4e3b\u6d41AI\u7f16\u7801\u52a9\u624b\uff08\u5982Cursor\u3001Claude Code\uff09\u662f\u5426\u4f1a\u5c06\u5176\u6280\u80fd\u96c6\u6df1\u5ea6\u96c6\u6210\uff0c\u5426\u5219\u5b83\u53ef\u80fd\u53ea\u662f\u5c11\u6570\u524d\u6cbf\u6280\u672f\u7231\u597d\u8005\u624b\u4e2d\u7684\u5229\u5203\uff0c\u96be\u4ee5\u89e6\u53ca\u66f4\u5e7f\u6cdb\u7684\u5f00\u53d1\u8005\u7fa4\u4f53\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cAndroid CLI\u662f\u4e00\u6b21\u6781\u5177\u524d\u77bb\u6027\u7684\u5c1d\u8bd5\uff0c\u5b83\u7784\u51c6\u4e86AI\u539f\u751f\u5f00\u53d1\u5de5\u5177\u7684\u5173\u952e\u7f3a\u53e3\u3002\u4f46\u5b83\u80fd\u5426\u4ece\u201c\u806a\u660e\u7684\u73a9\u5177\u201d\u6210\u957f\u4e3a\u201c\u5fc5\u9700\u7684\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u77e5\u8bc6\u5e93\u7684\u6301\u7eed\u667a\u80fd\u6c34\u5e73\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u201c\u7ea6\u675fAI\u201d\u4e0e\u201c\u8d4b\u80fdAI\u201d\u4e4b\u95f4\u627e\u5230\u5b8c\u7f8e\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\">Android CLI<\/span>\n <\/div>\n<div class=\"comment-content\">Android CLI is a new agent-first toolkit that lets developers build Android apps directly from the terminal\u2014faster and with less guesswork. It combines CLI commands, modular \u201cskills,\u201d and a live knowledge base to guide AI agents with best practices, enabling rapid setup, project creation, testing, and deployment while reducing token usage and speeding workflows up to 3x.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Android CLI brings agentic Android development to the terminal helping devs build apps faster with less guesswork. It solves slow setup, outdated workflows, and fragmented tooling by giving agents a structured interface.<\/p>\n<\/p>\n<p><strong>What makes it different?<\/strong><\/p>\n<ul>\n<li>\n<p>Built for AI agents + modern workflows<\/p>\n<\/li>\n<li>\n<p>Reduces token usage & speeds tasks ~3x<\/p>\n<\/li>\n<li>\n<p>Grounded with official Android skills + knowledge base<\/p>\n<\/li>\n<\/ul>\n<p><strong>Key features:<\/strong><\/p>\n<ul>\n<li>\n<p>SDK + environment management<\/p>\n<\/li>\n<li>\n<p>Instant project creation from templates<\/p>\n<\/li>\n<li>\n<p>Emulator + deployment via CLI<\/p>\n<\/li>\n<li>\n<p>Auto-updating + best-practice guidance<\/p>\n<\/li>\n<\/ul>\n<p><strong>Who it\u2019s for: <\/strong>Android devs, AI-assisted coders, and teams building faster with agents<\/p>\n<\/p>\n<p><strong>Use cases: <\/strong>Rapid prototyping, CI automation, agent-driven dev workflows. <\/p>\n<\/p>\n<p>If you’re building Android apps with AI, this is worth a look! <\/p>\n<\/p>\n<p>P.S. I hunt the latest and greatest launches in tech, SaaS and AI, follow to be notified <strong>\u2192<\/strong> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> When an agent hits an ambiguous UI spec, how does it decide between Material 3 guidelines vs custom theming?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 waiting for something like this \u2014 android dev setup has always been the worst part. the idea of giving agents a structured interface with built-in best practices is really smart, way better than just letting them guess at gradle configs<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! This is a really interesting approach to agent-assisted development. I’m curious about the “live knowledge base” you mention\u2014how does it stay updated with the latest Android best practices and API changes? Does it require manual updates from your team, or have you found a way to make it self-updating?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/N3SPVOAVC7GUSQ\" class=\"app-title\">Grok Voice API<\/a><\/p>\n<div class=\"one-liner\">Fast, accurate STT and TTS APIs at the best price<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">114<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Grok Voice API \u63d0\u4f9b\u5feb\u901f\u3001\u51c6\u786e\u7684\u8bed\u97f3\u8f6c\u6587\u672c\u548c\u6587\u672c\u8f6c\u8bed\u97f3API\u670d\u52a1\uff0c\u4ee5\u6781\u5177\u7ade\u4e89\u529b\u7684\u4ef7\u683c\uff0c\u4e3a\u5f00\u53d1\u8005\u89e3\u51b3\u4e86\u5728\u5b9e\u65f6\u4f1a\u8bae\u8f6c\u5f55\u3001\u591a\u8bed\u8a00\u5185\u5bb9\u751f\u6210\u7b49\u573a\u666f\u4e2d\uff0c\u6784\u5efa\u9ad8\u8d28\u91cf\u3001\u4f4e\u6210\u672c\u8bed\u97f3AI\u529f\u80fd\u7684\u6280\u672f\u4e0e\u6210\u672c\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/242f09eb-21fe-4aa2-bf8b-b9ae7ce0a163.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10bdc33e-9607-4f98-9d5b-67db63e84238.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d8f4c7a2-9690-451a-ac89-5a1b8bf72e40.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1fb49650-7474-4ea0-96f0-a57d3b3aba6e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bdcb9ac6-4e9f-458c-8bd7-2879d375d3d3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/09a0812a-2ed5-4cac-9e80-967f72f2bf2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aa10fb79-d0fb-4675-a243-4f98139222e1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Audio<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u97f3AI<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u6587\u672c<\/span><br \/>\n <span class=\"tag\">\u6587\u672c\u8f6c\u8bed\u97f3<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005API<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8f6c\u5f55<\/span><br \/>\n <span class=\"tag\">\u8bf4\u8bdd\u4eba\u5206\u79bb<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u6309\u91cf\u8ba1\u8d39<\/span><br \/>\n <span class=\"tag\">\u6210\u672c\u4f18\u52bf<\/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\u5b9a\u4ef7\u7b56\u7565\u5bf9\u5e02\u573a\uff08\u5982Deepgram\u3001Whisper API\uff09\u7684\u51b2\u51fb\u529b\uff0c\u5e76\u8d5e\u8d4f\u5c06\u8bf4\u8bdd\u4eba\u5206\u79bb\u7b49\u5b9e\u7528\u529f\u80fd\u5185\u7f6e\u3002\u4e3b\u8981\u7591\u95ee\u548c\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u591a\u8bed\u8a00\u53ca\u53e3\u97f3\u652f\u6301\u7684\u5b9e\u9645\u8868\u73b0\u3001\u5b9e\u65f6\u6d41\u5f0f\u4f20\u8f93\u7684\u5ef6\u8fdf\u4e0e\u6297\u566a\u80fd\u529b\u3001\u4ee5\u53ca\u4e0d\u540c\u8bed\u8a00\u4e0b\u8bf4\u8bdd\u4eba\u5206\u79bb\u7684\u51c6\u786e\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 Grok Voice API\u7684\u53d1\u5e03\uff0c\u8fdc\u975e\u4e00\u6b21\u7b80\u5355\u7684\u529f\u80fd\u6269\u5145\uff0c\u800c\u662fxAI\u5728\u8bed\u97f3AI\u9886\u57df\u4e00\u6b21\u7cbe\u51c6\u7684\u201c\u4ef7\u683c-\u529f\u80fd\u201d\u7ec4\u5408\u62f3\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\uff0c\u8bd5\u56fe\u7528\u4e00\u5957\u9ad8\u5ea6\u96c6\u6210\u3001\u5b9a\u4ef7\u6fc0\u8fdb\u7684\u6807\u51c6\u5316API\uff0c\u91cd\u65b0\u5b9a\u4e49\u8bed\u97f3AI\u57fa\u7840\u8bbe\u65bd\u7684\u51c6\u5165\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8868\u9762\u770b\uff0c\u5176\u4eae\u70b9\u5728\u4e8e\u5c06\u5b9e\u65f6\u6d41\u5f0f\u8f6c\u5f55\u3001\u8bf4\u8bdd\u4eba\u5206\u79bb\u3001\u667a\u80fd\u6587\u672c\u683c\u5f0f\u5316\u7b49\u751f\u4ea7\u7ea7\u9700\u6c42\u6253\u5305\uff0c\u5e76\u4ee5\u4f4e\u4e8e\u5e02\u573a\u4e3b\u6d41\u6c34\u51c6\u7684\u4ef7\u683c\uff08\u5982\u6d41\u5f0f\u8f6c\u5f55\u6bcf\u5c0f\u65f60.2\u7f8e\u5143\uff09\u63d0\u4f9b\u3002\u8fd9\u76f4\u63a5\u7784\u51c6\u4e86\u5f00\u53d1\u8005\u5728\u96c6\u6210\u591a\u4e2a\u72ec\u7acb\u670d\u52a1\uff08\u5982\u8f6c\u5f55+\u58f0\u7eb9\u5206\u79bb\uff09\u65f6\u9762\u4e34\u7684\u590d\u6742\u6027\u4e0e\u9ad8\u6210\u672c\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u4fbf\u5229\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u6218\u7565\u610f\u56fe\u3002\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u70ab\u6280\uff0c\u800c\u662f\u5178\u578b\u7684\u751f\u6001\u5361\u4f4d\u3002\u901a\u8fc7\u5c06\u8bed\u97f3\u80fd\u529b\u4ece\u5176Grok\u804a\u5929\u673a\u5668\u4eba\u4e2d\u89e3\u8026\u5e76\u4ea7\u54c1\u5316\uff0cxAI\u6b63\u4ece\u5355\u4e00\u7684AI\u5e94\u7528\u63d0\u4f9b\u8005\uff0c\u8f6c\u5411\u4e3a\u66f4\u5e7f\u9614\u7684\u5f00\u53d1\u8005\u751f\u6001\u63d0\u4f9b\u5e95\u5c42\u80fd\u529b\u3002\u5176\u5b9a\u4ef7\u7b56\u7565\u6781\u5177\u4fb5\u7565\u6027\uff0c\u76ee\u7684\u660e\u786e\uff1a\u5feb\u901f\u5438\u5f15\u5f00\u53d1\u8005\u91c7\u7528\uff0c\u5f62\u6210\u89c4\u6a21\u548c\u6570\u636e\u98de\u8f6e\uff0c\u4ece\u800c\u6311\u6218OpenAI\u7684Whisper API\u3001Deepgram\u7b49\u73b0\u6709\u73a9\u5bb6\u7684\u5e02\u573a\u5730\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f46\u8bc4\u8bba\u533a\u7684\u7591\u95ee\u4e5f\u66b4\u9732\u4e86\u5176\u6f5c\u5728\u6311\u6218\u4e0e\u5e02\u573a\u68c0\u9a8c\u7684\u5173\u952e\u70b9\uff1a\u5728\u975e\u82f1\u8bed\u73af\u5883\u53ca\u590d\u6742\u58f0\u5b66\u573a\u666f\u4e0b\u7684\u9c81\u68d2\u6027\u3002\u8bf4\u8bdd\u4eba\u5206\u79bb\u548c\u4f4e\u5ef6\u8fdf\u6d41\u5f0f\u5904\u7406\u5728\u7406\u60f3\u73af\u5883\u4e0b\u8868\u73b0\u826f\u597d\u662f\u201c\u6807\u914d\u201d\uff0c\u4f46\u5728\u5608\u6742\u7684\u771f\u5b9e\u4e16\u754c\u97f3\u9891\u4e2d\u80fd\u5426\u4fdd\u6301\u7a33\u5b9a\u51c6\u786e\uff0c\u624d\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u4ece\u201c\u4ef7\u683c\u98a0\u8986\u8005\u201d\u664b\u5347\u4e3a\u201c\u8d28\u91cf\u9886\u5bfc\u8005\u201d\u7684\u8bd5\u91d1\u77f3\u3002\u5982\u679cGrok Voice API\u80fd\u5728\u8fd9\u4e9b\u5b9e\u9645\u751f\u4ea7\u95ee\u9898\u4e0a\u4ea4\u51fa\u6ee1\u610f\u7b54\u5377\uff0c\u90a3\u4e48\u5b83\u6380\u8d77\u7684\u5c06\u4e0d\u6b62\u662f\u4ef7\u683c\u6218\uff0c\u800c\u662f\u4e00\u573a\u5173\u4e8e\u8bed\u97f3AI\u670d\u52a1\u53ef\u9760\u6027\u4e0e\u5b9e\u7528\u6027\u7684\u6807\u51c6\u91cd\u5851\u3002\u76ee\u524d\uff0c\u5b83\u5df2\u6210\u529f\u629b\u51fa\u4e86\u4e00\u679a\u6781\u5177\u5206\u91cf\u7684\u5e02\u573a\u781d\u7801\uff0c\u538b\u529b\u5b8c\u5168\u7ed9\u5230\u4e86\u7ade\u4e89\u5bf9\u624b\u4e00\u8fb9\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\">Grok Voice API<\/span>\n <\/div>\n<div class=\"comment-content\">Grok now offers standalone Speech-to-Text and Text-to-Speech APIs for developers. The new voice stack covers real-time and batch transcription, multispeaker diarization, multichannel audio, text formatting, expressive TTS with speech tags, multilingual support, and simple usage-based pricing.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p>With the new transcription (Speech-to-Text) API now available, combined with their <a href=\"https:\/\/www.producthunt.com\/products\/grok\/launches\/grok-voice-agent-api\" target=\"_blank\" rel=\"noopener\">Voice Agent<\/a> capabilities, it\u2019s clear that <a href=\"https:\/\/www.producthunt.com\/products\/grok\" target=\"_blank\" rel=\"noopener\">@Grok<\/a> is making a systematic push to capture the entire Voice AI ecosystem.<\/p>\n<p>Looking specifically at the <a href=\"https:\/\/docs.x.ai\/developers\/model-capabilities\/audio\/speech-to-text?campaign=stt-tts-blog\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">STT model<\/a>, they have shipped a highly pragmatic feature set. It includes native WebSocket support for real-time streaming, built-in speaker diarization (a <strong>must-have for meetings<\/strong>), and intelligent text formatting that automatically handles numbers and currencies (it’s cool and pretty useful in production!).<\/p>\n<p>The pricing is also very aggressive: $0.10 per hour for batch and $0.20 per hour for streaming. xAI is once again putting some real price pressure on the market, isn’t it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> How are you all handling noisy real-world audio? Does the streaming hold up, or is batch still king for cleaner results?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> Strong move on the pricing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 always appreciated the extent in which Grok can utilize voice for projects. Is the text to speech compatible and fluent with all manner of accents as well?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@zaczuo \u2014 the pricing puts real pressure on Deepgram and Whisper API. Curious about multilingual coverage \u2014 is speaker diarization accuracy consistent across languages, or is English still the primary target where the model performs best? That’s usually where the gap shows up in production.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 multispeaker diarization built right into the STT is a nice touch \u2014 that’s usually a painful separate step. how’s the latency on the real-time streaming? would love to see benchmarks vs whisper and deepgram<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YNN2V6WUMYCAJ4\" class=\"app-title\">CapyPlan<\/a><\/p>\n<div class=\"one-liner\">Your no stress chearleader for tiny tasks<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">110<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3b\u6253\u201c\u65e0\u538b\u529b\u3001\u6e29\u99a8\u201d\u4f53\u9a8c\u7684\u8f7b\u91cf\u7ea7\u6bcf\u65e5\u89c4\u5212\u5e94\u7528\uff0c\u901a\u8fc7\u6e05\u6670\u7684\u201c\u9e1f\u77b0\u5f0f\u201d\u89c6\u56fe\u548cApple Watch\u96c6\u6210\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u5904\u7406\u65e5\u5e38\u7410\u4e8b\u65f6\u6446\u8131\u4f20\u7edf\u6548\u7387\u5de5\u5177\u7684\u50f5\u786c\u611f\uff0c\u83b7\u5f97\u5e73\u9759\u7684\u638c\u63a7\u611f\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/36ee3c5a-4a90-4fdb-baa0-0ea323c9b125.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ccadd634-982e-4b1f-9227-98dc6b45693c.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\">Task Management<\/span><br \/>\n <span class=\"tag\">Calendar<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6bcf\u65e5\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u65e0\u538b\u529b\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u6e29\u99a8\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7<\/span><br \/>\n <span class=\"tag\">Apple Watch\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u4e3b\u4e49<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3TickTick<\/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\u5e72\u51c0\u3001\u6109\u60a6\u7684UI\u89c6\u89c9\u8bbe\u8ba1\uff0c\u8fd9\u662f\u5438\u5f15\u5c1d\u8bd5\u7684\u4e3b\u8981\u56e0\u7d20\u3002\u6709\u7528\u6237\u8be2\u95ee\u662f\u5426\u652f\u6301\u4ece\u82f9\u679c\u539f\u751f\u201c\u63d0\u9192\u4e8b\u9879\u201d\u5bfc\u5165\uff0c\u63d0\u51fa\u4e86\u529f\u80fd\u96c6\u6210\u9700\u6c42\u3002\u8bc4\u8bba\u4e2d\u4e5f\u51fa\u73b0\u4e86\u5bf9\u6587\u6848\u521b\u610f\u7684\u79ef\u6781\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CapyPlan\u7684\u51fa\u73b0\uff0c\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u73b0\u4ee3\u6548\u7387\u5de5\u5177\u7684\u4e00\u4e2a\u9690\u79d8\u75db\u70b9\uff1a\u7126\u8651\u8d29\u5356\u3002\u5b83\u5e76\u975e\u5728\u529f\u80fd\u4e0a\u4e0eTickTick\u7b49\u5de8\u5934\u6b63\u9762\u4ea4\u950b\uff0c\u800c\u662f\u8fdb\u884c\u4e86\u4e00\u6b21\u5f7b\u5e95\u7684\u60c5\u7eea\u4ef7\u503c\u8f6c\u5411\u3002\u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201c\u592a\u50f5\u786c\u201d\u3001\u201c\u592a\u4f01\u4e1a\u5316\u201d\u3001\u201c\u9713\u8679\u7c89\u201d\u7b49\u62b1\u6028\uff0c\u63ed\u793a\u7528\u6237\u53cd\u611f\u7684\u5e76\u975e\u529f\u80fd\u7f3a\u5931\uff0c\u800c\u662f\u5de5\u5177\u6240\u5e26\u6765\u7684\u538b\u8feb\u611f\u548c\u60c5\u611f\u4e0d\u9002\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u8bd5\u56fe\u5c06\u201c\u751f\u4ea7\u529b\u201d\u4e0e\u201c\u653e\u677e\u201d\u8fd9\u5bf9\u77db\u76fe\u4f53\u8fdb\u884c\u7f1d\u5408\uff0c\u63d0\u51fa\u201c\u5e73\u9759\u751f\u4ea7\u529b\u201d\u7684\u6982\u5ff5\u3002\u8fd9\u4e0e\u5176\u8bf4\u662f\u4e00\u4e2a\u5de5\u5177\u521b\u65b0\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u79cd\u4f53\u9a8c\u8bbe\u8ba1\u5ba3\u8a00\u3002\u5b83\u7784\u51c6\u7684\u662f\u90a3\u4e9b\u88ab\u8fc7\u5ea6\u8bbe\u8ba1\u7684\u7518\u7279\u56fe\u3001\u7d27\u8feb\u7684\u65f6\u95f4\u7ebf\u548c\u51b0\u51b7\u901a\u77e5\u6240\u529d\u9000\u7684\u666e\u901a\u7528\u6237\uff0c\u63d0\u4f9b\u4e00\u79cd\u4f4e\u5fc3\u7406\u8d1f\u62c5\u7684\u89c4\u5212\u4eea\u5f0f\u3002Apple Watch\u96c6\u6210\u8fdb\u4e00\u6b65\u5f3a\u5316\u4e86\u5176\u201c\u8f7b\u91cf\u201d\u3001\u201c\u968f\u624b\u201d\u7684\u7279\u6027\uff0c\u4e0e\u201c\u5904\u7406\u5fae\u5c0f\u4efb\u52a1\u201d\u7684\u5b9a\u4f4d\u5951\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u5f53\u201c\u6e29\u99a8\u201d\u3001\u201c\u65e0\u538b\u529b\u201d\u6210\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u610f\u5473\u7740\u5176\u529f\u80fd\u6df1\u5ea6\u548c\u56e2\u961f\u534f\u4f5c\u7b49\u786c\u6838\u573a\u666f\u5fc5\u7136\u53d7\u9650\uff0c\u5929\u82b1\u677f\u660e\u663e\u3002\u5b83\u53ef\u80fd\u51fa\u8272\u5730\u6210\u4e3a\u7528\u6237\u6548\u7387\u5de5\u5177\u6808\u4e2d\u7684\u201c\u60c5\u7eea\u7f13\u51b2\u57ab\u201d\u6216\u7279\u5b9a\u573a\u666f\u8865\u5145\uff0c\u4f46\u96be\u4ee5\u6210\u4e3a\u552f\u4e00\u4e3b\u529b\u3002\u7528\u6237\u5173\u4e8e\u5bfc\u5165\u82f9\u679c\u63d0\u9192\u7684\u63d0\u95ee\uff0c\u5df2\u89e6\u53ca\u4e86\u5176\u4f5c\u4e3a\u72ec\u7acb\u5de5\u5177\u751f\u6001\u7684\u77ed\u677f\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u6781\u7b80\u6e29\u99a8\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u4ee5\u63d2\u4ef6\u5f0f\u7684\u667a\u6167\u878d\u5165\u66f4\u5e7f\u6cdb\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u975e\u53c8\u4e00\u4e2a\u7f8e\u4e3d\u5374\u5b64\u7acb\u7684\u5c9b\u5c7f\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\">CapyPlan<\/span>\n <\/div>\n<div class=\"comment-content\">I know, I know\u2014the world probably doesn’t need another daily planner. But I\u2019m sharing this because I genuinely couldn’t find a “cosy” middle ground. I tried TickTick, but it felt too rigid and corporate. I tried Structured, but the UI felt a bit too “neon pink” for my taste, and I hated how the timeline morphed\u2014I just wanted a clear bird\u2019s eye view of my day. So, I built CapyPlan with Apple Watch Integration. It\u2019s gentle, cosy and focuses on “no stress calm productivity”<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I know, I know\u2014the world probably doesn’t need another daily planner. But I\u2019m sharing this because I genuinely couldn’t find a “cosy” middle ground.<\/p>\n<p>I tried TickTick, but it felt too rigid and corporate. I tried Structured, but the UI felt a bit too “neon pink” for my taste, and I hated how the timeline morphed\u2014I just wanted a clear bird\u2019s eye view of my day.<\/p>\n<p>So, I built CapyPlan with Apple Watch Integration. It\u2019s gentle, cosy and focuses on “no stress calm productivity”. Would you want a capybara to cheer you up for all the tiny and big tasks you did?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@summer_liuu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@summer_liuu<\/a> <\/p>\n<p>The UI and overall visual design look really clean and pleasant!\ud83c\udfa8 that\u2019s actually what makes me want to try this the most! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Good copywriting! \ud83d\ude00 \ud83d\ude42<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/336fd5ec-a5d5-441b-9606-ae63fb2c57a2.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<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>*good Capywriting <\/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\">Love the UI! I\u2019ll definitely check it out \ud83d\ude42 is there a possibility to import from apple native reminder app?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/CC47ZLK44SLRAJ\" class=\"app-title\">Hire ID<\/a><\/p>\n<div class=\"one-liner\">Free AI resume builder to land your dream job<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">98<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u514d\u8d39\u7684AI\u7b80\u5386\u751f\u6210\u5668\uff0c\u901a\u8fc7AI\u5199\u4f5c\u8f85\u52a9\u548c\u9488\u5bf9\u6027\u4f18\u5316\uff0c\u5e2e\u52a9\u6c42\u804c\u8005\u5feb\u901f\u521b\u5efa\u7b26\u5408\u804c\u4f4d\u63cf\u8ff0\u3001\u901a\u8fc7ATS\u7b5b\u9009\u7684\u4e13\u4e1a\u7b80\u5386\uff0c\u89e3\u51b3\u4e86\u7b80\u5386\u5185\u5bb9\u64b0\u5199\u96be\u3001\u4e0e\u5c97\u4f4d\u5339\u914d\u5ea6\u4f4e\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/703e4060-f74f-4b9f-bf58-b048ef4d5468.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\/8ef4d098-3d3e-4638-af43-40f088a276c9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ba00521f-c3b1-4bea-88be-374a20bce0d4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0228804a-d7dc-44e0-807d-dddebcf965d2.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\/45d263b0-d43f-4efd-8d98-203a241c0051.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/pVFpJuT-QrM?si=amGUzA76ypuixJHi\"><source src=\"https:\/\/youtu.be\/pVFpJuT-QrM?si=amGUzA76ypuixJHi\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Career<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7b80\u5386\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">\u6c42\u804c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">ATS\u53cb\u597d\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">\u7b80\u5386\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">AI\u5199\u4f5c\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u5bfc\u5165<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u589e\u503c<\/span><br \/>\n <span class=\"tag\">\u804c\u4e1a\u53d1\u5c55<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u201c\u5185\u5bb9\u91cd\u4e8e\u683c\u5f0f\u201d\u7684\u5b9a\u4f4d\u548cAI\u8f85\u52a9\u5199\u4f5c\u7684\u4ef7\u503c\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\uff1aAI\u5904\u7406\u5c0f\u4f17\u804c\u4f4d\u7684\u80fd\u529b\u3001\u5982\u4f55\u907f\u514d\u8f93\u51fa\u540c\u8d28\u5316\u3001\u4ee5\u53ca\u672a\u6765\u662f\u5426\u4f1a\u6269\u5c55\u4e3a\u8986\u76d6\u6c42\u804c\u5168\u6d41\u7a0b\u7684\u201c\u526f\u9a7e\u9a76\u201d\u3002\u56e2\u961f\u56de\u590d\u5f3a\u8c03\u4e86\u6df1\u5ea6\u5b9a\u5236\u5316\u548c\u66f4\u5b8f\u5927\u7684\u4ea7\u54c1\u613f\u666f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Hire ID\u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u5e02\u573a\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u6a21\u677f\u683c\u5f0f\u5316\uff0c\u800c\u662f\u901a\u8fc7AI\u8fdb\u884c\u5185\u5bb9\u751f\u6210\u4e0e\u804c\u4f4d\u63cf\u8ff0\u5339\u914d\uff0c\u8fd9\u786e\u5b9e\u51fb\u4e2d\u4e86\u5927\u591a\u6570\u7b80\u5386\u5de5\u5177\u7684\u8f6f\u808b\u2014\u2014\u5b83\u4eec\u7f8e\u5316\u7b80\u5386\uff0c\u5374\u56de\u907f\u4e86\u201c\u5199\u4ec0\u4e48\u201d\u8fd9\u4e00\u6838\u5fc3\u96be\u9898\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u4f7f\u5176\u9762\u4e34\u6700\u5c16\u9510\u7684\u8d28\u7591\uff1a\u5f53\u6240\u6709\u7528\u6237\u90fd\u4f7f\u7528\u76f8\u4f3c\u7684AI\u548c\u6a21\u677f\u65f6\uff0c\u5982\u4f55\u4fdd\u8bc1\u7b80\u5386\u7684\u72ec\u7279\u6027\u4e0e\u7ade\u4e89\u529b\uff1f\u56e2\u961f\u7684\u56de\u5e94\uff08\u5206\u79bb\u5185\u5bb9\u3001\u7ed3\u6784\u548c\u5e03\u5c40\uff0c\u8d4b\u4e88\u7528\u6237\u5b8c\u5168\u7f16\u8f91\u6743\uff09\u5728\u903b\u8f91\u4e0a\u6210\u7acb\uff0c\u4f46\u5728\u5b9e\u8df5\u4e2d\uff0c\u4f9d\u8d56AI\u542f\u53d1\u7684\u7528\u6237\u5f88\u53ef\u80fd\u6b62\u6b65\u4e8e\u521d\u7248\u4f18\u5316\uff0c\u5bfc\u81f4\u201c\u7cbe\u81f4\u7684\u5e73\u5eb8\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u53ef\u80fd\u4e0d\u5728\u4e8e\u5236\u9020\u201c\u72ec\u4e00\u65e0\u4e8c\u201d\uff0c\u800c\u5728\u4e8e\u9ad8\u6548\u751f\u6210\u201c\u5b89\u5168\u4e14\u5408\u683c\u201d\u7684ATS\u901a\u884c\u8bc1\u3002\u5b83\u964d\u4f4e\u4e86\u6c42\u804c\u8005\u4ece\u96f6\u6784\u5efa\u4e00\u4efd\u4e13\u4e1a\u7b80\u5386\u7684\u5fc3\u7406\u4e0e\u64cd\u4f5c\u95e8\u69db\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u6d77\u6295\u6216\u8f6c\u884c\u573a\u666f\u3002\u5176\u957f\u671f\u6f5c\u529b\uff0c\u5982\u8bc4\u8bba\u6240\u95ee\uff0c\u5728\u4e8e\u80fd\u5426\u4ece\u201c\u7b80\u5386\u751f\u6210\u5668\u201d\u6f14\u8fdb\u4e3a\u201c\u6c42\u804c\u5de5\u4f5c\u6d41\u4e2d\u67a2\u201d\uff0c\u6574\u5408\u6c42\u804c\u4fe1\u3001\u9762\u8bd5\u51c6\u5907\u7b49\u529f\u80fd\uff0c\u6784\u5efa\u6570\u636e\u95ed\u73af\uff0c\u4ece\u800c\u63d0\u4f9b\u66f4\u6df1\u5ea6\u7684\u4e2a\u6027\u5316\u5efa\u8bae\u3002\u76ee\u524d\u6765\u770b\uff0c\u5176\u201c\u514d\u8d39\u4e00\u5e74Pro\u201d\u7684\u6fc0\u8fdb\u7b56\u7565\u65e8\u5728\u5feb\u901f\u83b7\u53d6\u79cd\u5b50\u7528\u6237\u4e0e\u4f7f\u7528\u6570\u636e\uff0c\u8fd9\u6216\u8bb8\u662f\u6253\u78e8\u5176AI\u3001\u9a8c\u8bc1\u66f4\u5927\u613f\u666f\u7684\u5173\u952e\u4e00\u6b65\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176AI\u5728\u201c\u8f85\u52a9\u201d\u4e0e\u201c\u66ff\u4ee3\u201d\u4e4b\u95f4\u7684\u7cbe\u51c6\u62ff\u634f\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u6807\u51c6\u5316\u8f93\u51fa\u4e0e\u4e2a\u6027\u5316\u8868\u8fbe\u4e4b\u95f4\u627e\u5230\u66f4\u4f18\u89e3\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\">Hire ID<\/span>\n <\/div>\n<div class=\"comment-content\">Introducing Free AI Resume Builder that helps you create a polished, job-ready resume fast. Use AI to write and tailor your resume for specific roles, import from LinkedIn or existing resumes, and choose from 14 ATS-friendly templates. Customize sections, layout, fonts, and colors, then export clean PDF or DOCX files with no watermarks. First 1000 users get 1 year of Pro free with coupon code HIREID1000.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey <strong>Product Hunt! <\/strong>\ud83d\udc4b Bhavya here.<\/p>\n<\/p>\n<p>We built <strong>Hire ID Resume Builder<\/strong> to make resume creation simpler, faster, and more effective. Many tools focus only on formatting, but the hardest part is actually writing a strong, relevant resume.<\/p>\n<\/p>\n<p>Hire ID helps you create <strong>job-ready, ATS-friendly resumes<\/strong> quickly using AI, while still giving full control over customization.<\/p>\n<p>\u2728 AI writing assistance<br \/>\ud83c\udfaf Tailor resume to job descriptions<br \/>\ud83d\udcc4 Import from LinkedIn or existing resume<br \/>\ud83e\udde9 ATS-friendly templates<br \/>\u2b07\ufe0f Export PDF\/DOCX without watermark<\/p>\n<\/p>\n<p>\ud83c\udf81 <strong>Launch offer:<\/strong> <strong>1 year of Pro free<\/strong> for first 1000 users with coupon code <strong>HIREID1000<\/strong><\/p>\n<\/p>\n<p>We want to make it easier for everyone to build strong resumes and find great opportunities.<\/p>\n<p>Would love your feedback to keep improving!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>16<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bhavyasree\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhavyasree<\/a> How does the tailoring feature handle super niche roles, like AI ethics specialist or fractional sales VP, where job descriptions are sparse; does it pull from broader trends or stick strictly to the input JD?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@bhavyasree\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhavyasree<\/a> <\/p>\n<p>one last step \u274c<br \/>last step \u2705<\/p>\n<p>where is <strong>Pakistan<\/strong>?<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67938195-e3ec-4766-8302-cf74284b3f9c.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bhavyasree\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bhavyasree<\/a> Hey, congratulations on the launch. How does the AI handle niche roles like “personal branding strategist” or “AI content lead”? Does it pull industry keywords from job descriptions to avoid generic fluff, or suggest ways to quantify impact?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hello Product Hunt! <\/strong>\ud83d\udc4b<\/p>\n<\/p>\n<p>Akshay Here, CTO at <strong>Hire ID.<\/strong><\/p>\n<\/p>\n<p>Today, I\u2019m excited to introduce Hire ID Resume Builder.<\/p>\n<\/p>\n<p>While building products for job seekers, one thing became very clear to us: creating a strong resume is still harder than it should be.<\/p>\n<\/p>\n<p>A lot of tools either feel too limited, lock important features behind paywalls, or make the final export the biggest friction point. And even then, they often don\u2019t solve the most important part – helping people actually write a resume that feels relevant, polished, and ready for the role they want.<\/p>\n<\/p>\n<p>That\u2019s exactly why we built Hire ID Resume Builder.<\/p>\n<\/p>\n<p>Our goal was simple: make resume creation faster, smarter, and more flexible, while still giving users full control over the final result.<\/p>\n<\/p>\n<p><strong>With Hire ID Resume Builder, you can:<\/strong><\/p>\n<\/p>\n<p>\ud83e\udd16 Use AI to improve summaries, experience, and resume content<\/p>\n<p>\ud83c\udfaf Tailor your resume based on a job description<\/p>\n<p>\ud83d\udcc4 Import details from LinkedIn or an existing resume\/PDF<\/p>\n<p>\ud83e\udde9 Choose from 14+ ATS-friendly templates<\/p>\n<p>\ud83d\udcca Explore 35+ resume patterns across different structures and styles<\/p>\n<p>\ud83c\udfa8 Customize layout, fonts, colors, spacing, and sections<\/p>\n<p>\u2b07\ufe0f Export in PDF or DOCX with no watermark<\/p>\n<p>\ud83d\ude80 Build resumes that feel polished, relevant, and ready to send<\/p>\n<\/p>\n<p>From a product and engineering perspective, we wanted this to be more than just a resume formatter. We wanted to build something that genuinely helps people move faster with less stress while applying for opportunities.<\/p>\n<\/p>\n<p>Whether someone is creating their first resume, switching careers, or improving an existing one, Hire ID is built to combine AI assistance with deep customization.<\/p>\n<\/p>\n<p><strong>\ud83c\udf81 Product Hunt Launch Offer<\/strong><\/p>\n<p>We\u2019re offering 1 year of Pro for free with coupon code <strong>HIREID1000<\/strong> for first 1000 Users.<\/p>\n<\/p>\n<p>Would love to hear your feedback and thoughts.<\/p>\n<\/p>\n<p>Excited to share what we\u2019ve built with the Product Hunt community \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>15<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a> This looks good! Congratulations on the launch, All the best! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a> Good luck with 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\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a> Kudos to your team, just one quick question. Would you be developing this as a full stack for cover letter, recommendation formats, job interview preps (based on specific industry+rounds), and resume as well? Could be a real game changer.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This could be useful if it genuinely improves candidate outcomes. Good luck launching.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@athsara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@athsara<\/a> Thanks so much! That\u2019s exactly our goal – to genuinely help candidates present their strengths better and improve their chances. Really appreciate the support : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@athsara\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@athsara<\/a> Thank you, really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>as someone who sees hundreds of resumes, the ‘job-ready’ aspect is what matters. formatters are plenty, but tools that help with the writing are what candidates actually need. clean designs help us move faster too.<a href=\"https:\/\/www.producthunt.com\/products\/hireid\" target=\"_blank\" rel=\"noopener\">@Hire ID<\/a> <a href=\"https:\/\/www.producthunt.com\/@akshay_k_hireid\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@akshay_k_hireid<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you for your support <a href=\"https:\/\/www.producthunt.com\/@vikramp7470\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikramp7470<\/a> Absolutely, that is exactly what we believe too.<\/p>\n<p>A resume should not just look good, it should help people communicate their value better and get shortlisted faster. That is why we focused on both clean design and strong writing support with Hire ID. Really appreciate you sharing this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<a href=\"https:\/\/www.producthunt.com\/@vikramp7470\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikramp7470<\/a> That is exactly the problem we wanted to solve with Hire ID.<\/p>\n<p>Clean design matters, but strong writing support is what truly makes a resume job ready.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Could be helpful! But if many users use the same AI + templates, how do you help each resume still feel unique and differentiated? Also do you see Hire ID evolving into a full job application copilot like resume + cover letter + interview prep???<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> That is a great question.<\/p>\n<\/p>\n<p>The goal is not to give everyone the same AI output. Hire ID is built to help users tailor content for their target role, edit every section manually, and combine that with different templates, patterns, and layout controls so the final resume still feels personal.<\/p>\n<\/p>\n<p>And yes, we do see this growing beyond just resume building. We are thinking much bigger about how Hire ID can support the full job search journey over time.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>There are a lot of AI resume tools now. How are you helping people actually stand out rather than just generating something that looks similar to everyone else?<\/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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> That’s a fair question.<\/p>\n<\/p>\n<p>Behind the scenes, Hire ID does not treat resume building like a one click output. We separate content, structure, and layout so users can tailor each part for the role, improve the writing with AI, and still keep full editing control.<\/p>\n<\/p>\n<p>That helps the resume feel more relevant and personal, not generic.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looking quite interesting-good luck on the launching <\/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>Thanks a lot, Divesh. Really appreciate the support and kind words.<\/p>\n<p>Excited for the launch and looking forward to sharing more soon.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sooddvs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sooddvs<\/a> Thanks so much, Divesh. Really appreciate the encouragement.<\/p>\n<p>We are excited to bring this out and hopeful it makes resume building a lot simpler for people.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@sooddvs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sooddvs<\/a> Thank you, really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello PH community! \ud83d\udc4b<\/p>\n<p>We created <strong>Hire ID<\/strong> to make resume building simpler and more effective for job seekers. Writing a strong resume shouldn\u2019t feel overwhelming.<\/p>\n<\/p>\n<p>We hope the free Pro plan helps more people take the next step in their careers.<\/p>\n<p>\ud83c\udf81 <strong>1 year Pro free for first 1000 users<\/strong> – <strong>HIREID1000<\/strong><\/p>\n<p>Would love your feedback \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congratulations on your launch \ud83d\ude0a<br \/>\nThis is a really practical idea \ud83d\udcafA lot of tools stop at formatting, but the actual struggle is writing something that feels strong and targeted.<\/p>\n<p>What makes your AI output better than just prompting ChatGPT with a job description?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@george_esther\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_esther<\/a> Thank you so much! Completely agree – the hardest part is getting the writing to feel strong and relevant.<\/p>\n<p>The idea is to make the output more structured, clear, and tailored to the job description, while still keeping you in control to edit and refine easily in one place. It helps save time and avoids starting from scratch with prompts every time.<\/p>\n<p>Really appreciate the thoughtful question and support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What was the motivation to build this app? Personal experience with job seeking? There are dozens of AI resume builders available like Resume Worded, what makes yours different and stand out from the crowd?<\/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\/@peterclaridge\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterclaridge<\/a> Thanks, Peter. Alongside the resume builder, Hire ID is part of a much bigger vision.<\/p>\n<p>We are building it not just for job seekers creating resumes, but also for professionals looking to switch roles more easily. What you see today is just the starting point. There is a much bigger update coming soon, and we believe it can turn Hire ID into something far more impactful.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/products\/hireid\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"hireid\" target=\"_blank\" rel=\"noopener\">@Hire ID<\/a> Congrats on the launch! Really like the focus on helping users create job-ready resumes quickly with AI. Looks super useful. Curious – what new features are you planning to add next?<\/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>Thanks a lot, <a href=\"https:\/\/www.producthunt.com\/@harigovind11\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@harigovind11<\/a> Really appreciate the support.<\/p>\n<p>We are working on making Hire ID even more helpful with stronger job based tailoring, smarter AI suggestions, and more flexibility in how users build and refine each section of their resume. More exciting updates soon.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats with the launch! Good luck<\/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\/@panphilov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@panphilov<\/a> Appreciate your support, Thank you very much : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is exactly what resume builders should be \u2013 focused on helping you tell your story better, not just making it look pretty<\/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\/@alexia_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexia_li<\/a> Thanks a ton for the support! Helping people present their experience with clarity and confidence is exactly what we aimed for : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thanks a lot for your support : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Appreciate your support, thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! Can I ask, are you able to provide it job descriptions + your resume info, so it tailors the output to each role you might apply for?<\/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\/@leah_dyke\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leah_dyke<\/a> Thank you! \ud83d\ude0a Yes, you can share the job description along with your resume details, and it helps tailor the content for that role. You can always edit or tweak anything to keep it just the way you want. Appreciate the question!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 you launching!! Updating resumes for every single job posting is honestly one of the most exhausting parts of job hunting. The fact that Hire ID actually tailors the content to the job description (not just formatting) is what sets it apart for me. When the AI rewrites your experience section, can you control how much it changes or does it fully rewrite everything? <\/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\/@aya_vlasoff\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aya_vlasoff<\/a> Thank you so much! Totally agree – tailoring the resume for each role can be really tiring, so we wanted to make that part much easier.<\/p>\n<p>When the AI suggests updates, you\u2019re always in control – you can edit, adjust, or keep as much of your original content as you like. It helps refine and tailor, but nothing changes unless you choose to. Really appreciate the thoughtful question and support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations. And happy product launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@huisong_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huisong_li<\/a> Thanks a lot for your support : )<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@huisong_li\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@huisong_li<\/a> Appreciate your support, thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Timing is funny – I literally just built a resume by hand this week and hated every minute of it. The LinkedIn import alone would have saved me hours. Trying it now<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dklymentiev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dklymentiev<\/a> Haha perfect timing \ud83d\ude0a Writing a resume manually can be such a pain, so really glad the LinkedIn import can save you some time. Hope it makes things much easier – would love to hear what you think after trying it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks amazing! Does it use LinkedIn or your current CV to extract info from automatically? Or do we create it from scratch?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dua_khan7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dua_khan7<\/a> Thank you! \ud83d\ude0a You can start either way – import from LinkedIn or upload your current CV, which saves a lot of time, or create it from scratch if you prefer. Whatever feels easiest for you. Appreciate your interest!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Okay this is nice\u2026 finally something that won\u2019t make the resume sound like a robot wrote it.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shahmeer_baloch1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shahmeer_baloch1<\/a> Really glad it feels that way \ud83d\ude0a We wanted the writing to sound natural and human, not AI-ish. Thanks a lot for the kind words and support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Getting the writing part right is the real pain, not the template. Can resumes be created in multiple languages?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@amraniyasser\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amraniyasser<\/a> Totally agree – writing is the toughest part for most people \ud83d\ude0a<br \/>Multi-language support isn\u2019t available yet, but it\u2019s something we\u2019re planning to add. Really appreciate the suggestion!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! <\/p>\n<p>Really interesting direction. I\u2019m curious how you handle the risk of AI over-smoothing a candidate\u2019s resume and missing important nuances. Do you have any safeguards or validation steps for that?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vladimir_mynka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vladimir_mynka<\/a> Thank you! \ud83d\ude0a That\u2019s a really thoughtful question. We try to make sure the AI improves clarity without losing the person\u2019s unique voice. Everything can be easily edited, so users stay fully in control of what goes into their resume. We\u2019re also constantly refining the suggestions to better preserve important details and nuances. Appreciate you pointing this out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">it will be interesting to see how ATS friendly this is. The factors that influence the selection might also change on based on the ATS used, right?<\/p>\n<p>Also, can I customise my resume based on the geography of the org I am applying to? Do you have any insights on the geography of the org affecting what is important to highlight in the resume?<\/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\/@jsurendranathreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jsurendranathreddy<\/a> Great questions – really appreciate you thinking deeply about this! \ud83d\ude0a<\/p>\n<p>Yes, ATS systems can vary in how they parse and rank resumes, which is why we focus on keeping the structure clean, standard, and readable across most widely used ATS formats. The goal is to avoid overly complex layouts and ensure the content is easy for both ATS and recruiters to understand.<\/p>\n<\/p>\n<p>Regarding geography, you can absolutely customize your resume based on where you\u2019re applying. Expectations can differ by region – for example, some markets prefer concise one-page resumes, while others value more detailed experience, or emphasize different sections. We\u2019re continuing to improve guidance so users can better tailor resumes based on role, industry, and geography.<\/p>\n<p>Really thoughtful points – feedback like this helps us keep improving. Thanks for sharing!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just used this to update my CV and I\u2019m honestly blown away. The LinkedIn import feature saved me so much time, and I love that I could actually focus on writing good content instead of fighting with text boxes and formatting. Exported my watermark-free PDF in minutes and it looks incredibly clean. Awesome product, Bhavya and Akshay\u2014congrats 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>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\/@jordanh22\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jordanh22<\/a> Thank you so much! \ud83d\ude0a Really glad the LinkedIn import saved you time and made the whole process easier – exactly what we hoped for. Appreciate you trying it and sharing this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks like a great tool to help anyone looking to build a modern resume! Congrats on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anthony_latona\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anthony_latona<\/a> Thank you so much! \ud83d\ude0a Really glad you feel that way – that\u2019s exactly what we hoped to build. Appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I found it on LinkedIn and thought of giving it a try and i can say it’s genuinely amazing \ud83d\ude0d <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@rkkrishna\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rkkrishna<\/a> So happy to hear that! \ud83d\ude0a Thanks a lot for trying it out and sharing your feedback – really appreciate the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! The suggestions and editing appear to be both easy to follow and professional.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mssulthan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mssulthan<\/a> Thank you so much! \ud83d\ude0a Glad you found the suggestions and editing simple and professional – that\u2019s exactly what we aimed for. Really appreciate your support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Nice tool but I suggest formatting to suit countries normes like Canadian CV or European CV.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/ROJVSNUPVLMNU4\" class=\"app-title\">.MD This Page<\/a><\/p>\n<div class=\"one-liner\">Convert any page to clean Markdown instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">96<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u4e00\u952e\u5c06\u6742\u4e71\u7f51\u9875\u5185\u5bb9\u63d0\u53d6\u5e76\u8f6c\u6362\u4e3a\u7ed3\u6784\u6e05\u6670\u7684Markdown\u6587\u672c\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u4fe1\u606f\u5b58\u6863\u3001\u77e5\u8bc6\u5e93\u6784\u5efa\u53ca\u4e3aLLM\u51c6\u5907\u4f18\u8d28\u8f93\u5165\u65f6\uff0c\u624b\u52a8\u6574\u7406\u6548\u7387\u4f4e\u4e0b\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5a3b8667-77b2-44a1-8c3f-ed8b2c4b21dd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18e586a2-ded1-46a1-af2f-8eeba329647b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fada85a6-0776-4e5f-9380-4c8ac42f976e.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\">Browser Extensions<\/span><br \/>\n <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u8f6cMarkdown<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u63d0\u53d6<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u5173\u6ce8\u5176\u6280\u672f\u5b9e\u73b0\uff08\u5982\u4f7f\u7528Mozilla Readability\u548cTurndown\u5e93\uff09\u3001\u5904\u7406JavaScript\u6e32\u67d3\u9875\u9762\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5e94\u5bf9\u590d\u6742\u5185\u5bb9\uff08\u5982\u8868\u683c\u3001\u6570\u5b66\u516c\u5f0f\uff09\u7684\u6548\u679c\u3002\u5f00\u53d1\u8005\u786e\u8ba4\u5176\u57fa\u4e8e\u6e32\u67d3\u540eDOM\u63d0\u53d6\uff0c\u7eaf\u672c\u5730\u8fd0\u884c\uff0c\u672a\u4f7f\u7528LLM\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 \u5728\u4fe1\u606f\u8fc7\u8f7d\u4e0eAI\u5e94\u7528\u7206\u53d1\u7684\u4ea4\u6c47\u70b9\uff0c.MD This Page\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u5374\u81f3\u5173\u91cd\u8981\u7684\u7f1d\u9699\u5e02\u573a\u2014\u2014\u6570\u636e\u9884\u5904\u7406\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u683c\u5f0f\u8f6c\u6362\uff0c\u800c\u662f\u5145\u5f53\u4e86\u6df7\u6c8c\u7f51\u7edc\u4fe1\u606f\u4e0e\u7ed3\u6784\u5316AI\u5e94\u7528\u4e4b\u95f4\u7684\u201c\u6e05\u6d01\u63a5\u53e3\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6293\u4f4f\u4e86\u5f53\u524dAI\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u74f6\u9888\uff1a\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\u3002\u5b83\u901a\u8fc7\u6210\u719f\u7684Readability\u5e93\u89e3\u51b3\u5185\u5bb9\u63d0\u53d6\u8fd9\u4e00\u7ecf\u5178\u95ee\u9898\uff0c\u518d\u8f6c\u5316\u4e3aLLM\u53cb\u597d\u7684Markdown\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u7f51\u9875\u7684\u201c\u89c6\u89c9\u6392\u7248\u201d\u4f18\u5316\u4e3a\u201c\u8bed\u4e49\u6392\u7248\u201d\u3002\u8fd9\u4e0d\u4ec5\u8282\u7701\u4e86\u63d0\u793a\u8bcd\u4e2d\u7684\u65e0\u7528\u4ee4\u724c\uff0c\u66f4\u901a\u8fc7\u63d0\u5347\u8f93\u5165\u6570\u636e\u7684\u4fe1\u566a\u6bd4\uff0c\u6f5c\u5728\u5730\u6539\u5584\u4e86LLM\u8f93\u51fa\u7684\u8d28\u91cf\u548c\u7a33\u5b9a\u6027\u3002\u5f00\u6e90\u5c5e\u6027\u8fdb\u4e00\u6b65\u964d\u4f4e\u4e86\u7528\u6237\u4fe1\u4efb\u95e8\u69db\uff0c\u5e76\u5141\u8bb8\u793e\u533a\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u4f18\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u4f9d\u8d56\u89c4\u5219\u5e93\u7684\u8f6c\u6362\u5728\u9762\u5bf9\u9ad8\u5ea6\u52a8\u6001\u3001\u975e\u6807\u51c6\u6216\u5f3a\u4ea4\u4e92\u5f0f\u5185\u5bb9\u65f6\uff0c\u96be\u514d\u529b\u6709\u4e0d\u902e\u3002\u7528\u6237\u5bf9\u590d\u6742\u8868\u683c\u548c\u6570\u5b66\u516c\u5f0f\u7684\u62c5\u5fe7\uff0c\u6b63\u662f\u5176\u8fb9\u754c\u6240\u5728\u3002\u5728\u201cAI\u539f\u751f\u201d\u7406\u5ff5\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u5b83\u660e\u667a\u5730\u9009\u62e9\u4e86\u201cAI\u8d4b\u80fd\u201d\u800c\u975e\u201cAI\u9a71\u52a8\u201d\uff0c\u6240\u6709\u5904\u7406\u5747\u5728\u672c\u5730\u5b8c\u6210\uff0c\u8fd9\u65e2\u662f\u9690\u79c1\u5356\u70b9\uff0c\u4e5f\u610f\u5473\u7740\u653e\u5f03\u4e86\u5229\u7528AI\u672c\u8eab\u6765\u7406\u89e3\u3001\u91cd\u6784\u590d\u6742\u5185\u5bb9\u7684\u53ef\u80fd\u6027\u3002\u8fd9\u662f\u4e00\u6b3e\u4f18\u79c0\u3001\u52a1\u5b9e\u7684\u5de5\u5177\uff0c\u4f46\u5b83\u66f4\u50cf\u662f\u667a\u80fd\u65f6\u4ee3\u7684\u201c\u9ad8\u7ea7\u526a\u5200\u6d46\u7cca\u201d\uff0c\u800c\u975e\u9769\u547d\u6027\u7684\u4fe1\u606f\u7406\u89e3\u5f15\u64ce\u3002\u5176\u957f\u671f\u4ef7\u503c\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u683c\u5f0f\u8f6c\u6362\u5668\u201d\u8fdb\u5316\u4e3a\u201c\u8bed\u4e49\u7406\u89e3\u8fc7\u6ee4\u5668\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\">.MD This Page<\/span>\n <\/div>\n<div class=\"comment-content\">.MD this page is a browser extension that extracts the main content of an article or webpage, removes clutter, and converts it into well-formatted Markdown. Whether you’re saving articles, preparing content for large language models, or building knowledge bases, this extension helps you turn messy web pages into structured, readable text in seconds<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hello Product Hunters,<\/p>\n<p>“.MD this page” is a browser extension that extracts the main content from any article or webpage, removes clutter like ads and navigation, and converts everything into clean, well-structured Markdown with a single click. It\u2019s especially useful for working with modern LLMs, which perform far better when given organized Markdown instead of noisy HTML resulting in clearer structure, better reasoning, and more efficient use of tokens. The extension uses smart extraction (powered by Mozilla Readability), offers a dedicated preview interface, and lets you customize the output by toggling images, links, metadata, and even generating a page structure map. You can then easily copy the result, download it as a .md file, or use it directly as a prompt for AI workflows\u2014turning messy web pages into clean, LLM-ready documents in seconds.<\/p>\n<p>The extension is open source:<br \/>\n<a href=\"https:\/\/github.com\/Ademking\/MD-This-Page\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/Ademking\/MD-T…<\/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\/@adem_kouki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adem_kouki<\/a> Have you tested token savings on long-form pages like research papers or paywalled articles? Any tweaks for handling complex tables or math equations that LLMs often choke 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@adem_kouki\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@adem_kouki<\/a> <\/p>\n<p>Nice, I\u2019ll try it out.<\/p>\n<p>Are you mainly using something like Mozilla Readability for the extraction, or did you add your own layer on top? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>@adem_kouki \u2014 how does the extension handle JavaScript-rendered pages? Most page-to-markdown tools work cleanly on server-side rendered content but produce noisy output when the main body is client-side. Are you doing a readability-style extraction pass before converting, or working directly from the DOM?<\/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\/@jimmypk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimmypk<\/a> Good question. it works on the fully rendered DOM, then run a Readability extraction pass before converting to Markdown. So it handles most JS-rendered pages pretty well<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What does it use under the covers to convert the html to markdown? Some pre-existing library or rolls its own? Is there LLM assistance at all?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@gunnarniels\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gunnarniels<\/a> The pipeline is basically: rendered DOM \u2192 Readability extraction \u2192 Turndown \u2192 Markdown<\/p>\n<p>No LLM involved at all.. everything runs locally in the browser<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/TZQ47K6JPYED2U\" class=\"app-title\">Hipocampus<\/a><\/p>\n<div class=\"one-liner\">AI operators that own team workflows<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">84<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Hipocampus\u4e3a\u56e2\u961f\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u4f5c\u6d41\u6240\u6709\u6743\u5c42\uff0c\u901a\u8fc7\u90e8\u7f72\u53d7\u7ba1\u63a7\u7684AI\u64cd\u4f5c\u5458\uff0c\u5728\u788e\u7247\u5316\u7684\u7cfb\u7edf\u95f4\u81ea\u52a8\u5316\u5e76\u201c\u6301\u6709\u201d\u5de5\u4f5c\u6d41\uff0c\u89e3\u51b3\u8de8\u5de5\u5177\u3001\u8de8\u65f6\u95f4\u534f\u4f5c\u4e2d\u6d41\u7a0b\u4e2d\u65ad\u3001\u9700\u4eba\u5de5\u9891\u7e41\u4ecb\u5165\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/e1e2fd4c-b974-499c-b234-43d583ceaf0f.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/FvxmydPz0OM?si=nNh8A7tSkmKD02Hs\"><source src=\"https:\/\/youtu.be\/FvxmydPz0OM?si=nNh8A7tSkmKD02Hs\" 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\/6053c678-1f80-4b87-9976-8fb456ce7340.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a19769e2-ac84-42d1-9d79-ecb20a50edda.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e1f423bd-3b30-4487-a837-627eaaf8e3c0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0ed37dfb-9d90-4344-9311-d131e207d0a9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5e0fb75a-9b77-4e6c-ac50-c7bde796e595.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><br \/>\n <span class=\"tag\">YouTube<\/span><br \/>\n <span class=\"tag\">Vercel Day<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\uff08Agent\uff09<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5206\u5e03\u5f0f\u7cfb\u7edf<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u6301\u4e45\u5316<\/span><br \/>\n <span class=\"tag\">\u591a\u5de5\u5177\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u4ea4\u63a5<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7AI<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u4ea7\u54c1\u6982\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u5de5\u4f5c\u6d41\u4e2d\u4f18\u5148\u7ea7\u52a8\u6001\u8c03\u6574\u3001\u4eba\u673a\u4ea4\u63a5\u65f6\u7684\u4e0a\u4e0b\u6587\u4fdd\u6301\u3001\u5e95\u5c42\u6a21\u578b\u53d8\u66f4\u5bf9\u6301\u4e45\u5316\u72b6\u6001\u7684\u5f71\u54cd\u3002\u521b\u59cb\u4eba\u56de\u590d\u91cd\u70b9\u9610\u91ca\u4e86\u5176\u6301\u4e45\u5316\u67b6\u6784\u3001\u4efb\u52a1\u5316\u4ea4\u63a5\u8bbe\u8ba1\u53ca\u5bf9LLM\u7684\u5f31\u4f9d\u8d56\u6027\uff0c\u4ee5\u4fdd\u969c\u53ef\u9760\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 Hipocampus\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2aAI\u804a\u5929\u673a\u5668\u4eba\u6216\u7b80\u5355\u7684\u81ea\u52a8\u5316\u89e6\u53d1\u5668\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u56e2\u961f\u6570\u5b57\u5de5\u4f5c\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u7cfb\u7edf\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u201c\u5de5\u4f5c\u6d41\u6240\u6709\u6743\u201d\u76f4\u51fb\u5f53\u524dAI\u5e94\u7528\u7684\u6838\u5fc3\u77db\u76fe\uff1aAI\u80fd\u751f\u6210\u5185\u5bb9\uff0c\u4f46\u65e0\u6cd5\u5bf9\u590d\u6742\u3001\u957f\u671f\u3001\u8de8\u7cfb\u7edf\u7684\u5de5\u4f5c\u7ed3\u679c\u8d1f\u8d23\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u5de5\u4f5c\u6d41\u72b6\u6001\u3001\u5ba1\u6279\u3001\u4e0a\u4e0b\u6587\u8fdb\u884c\u6301\u4e45\u5316\u5c01\u88c5\uff0c\u5e76\u7531\u201c\u64cd\u4f5c\u5458\u201d\u957f\u671f\u6301\u6709\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u6784\u5efa\u4e00\u4e2a\u4ee5\u76ee\u6807\u4e3a\u5bfc\u5411\u3001\u800c\u975e\u4ee5\u4efb\u52a1\u6267\u884c\u4e3a\u5bfc\u5411\u7684AI\u7cfb\u7edf\u3002\u5176\u6700\u5927\u6311\u6218\u4e0e\u4eae\u70b9\u5747\u5728\u4e8e\u6b64\u3002\u4eae\u70b9\u5728\u4e8e\uff0c\u5b83\u8bd5\u56fe\u89e3\u51b3\u667a\u80fd\u4f53\uff08Agent\uff09\u9886\u57df\u7684\u201c\u5065\u5fd8\u75c7\u201d\u548c\u201c\u8106\u5f31\u6027\u201d\u96be\u9898\uff0c\u901a\u8fc7\u501f\u9274\u5206\u5e03\u5f0f\u7cfb\u7edf\u7406\u5ff5\uff08\u5982\u72b6\u6001\u6301\u4e45\u5316\u3001\u5bb9\u9519\uff09\uff0c\u8ba9AI\u80fd\u771f\u6b63\u8ddf\u8fdb\u4e00\u4e2a\u957f\u8fbe\u6570\u5468\u7684\u4efb\u52a1\u3002\u6311\u6218\u5219\u5728\u4e8e\uff0c\u8fd9\u79cd\u201c\u6240\u6709\u6743\u201d\u7684\u8fb9\u754c\u5b9a\u4e49\u6781\u4e3a\u590d\u6742\u2014\u2014\u64cd\u4f5c\u5458\u5e94\u5728\u4f55\u65f6\u3001\u4ee5\u4f55\u79cd\u65b9\u5f0f\u201c\u62c9\u4eba\u4ecb\u5165\u201d\uff1f\u8fc7\u5ea6\u81ea\u4e3b\u4f1a\u5931\u63a7\uff0c\u8fc7\u5ea6\u8bf7\u793a\u5219\u6ca6\u4e3a\u901a\u77e5\u5de5\u5177\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u533a\u7684\u6280\u672f\u95ee\u7b54\u53ef\u89c1\uff0c\u56e2\u961f\u6e05\u9192\u5730\u610f\u8bc6\u5230\u5bf9\u5e95\u5c42\u5927\u6a21\u578b\u7684\u8fc7\u5ea6\u4f9d\u8d56\u662f\u7cfb\u7edf\u6027\u98ce\u9669\uff0c\u56e0\u6b64\u5f3a\u8c03\u201c\u7f30\u7ef3\u201d\uff08harness\uff09\u67b6\u6784\u548c\u6a21\u578b\u65e0\u5173\u6027\u3002\u8fd9\u4f7f\u5176\u533a\u522b\u4e8e\u8ddf\u98ce\u5957\u58f3\u7684AI\u5e94\u7528\uff0c\u5c55\u73b0\u4e86\u5de5\u7a0b\u6df1\u5ea6\u3002\u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u80fd\u5426\u5c06\u8fd9\u79cd\u5bf9\u201c\u53ef\u9760\u6027\u201d\u548c\u201c\u72b6\u6001\u201d\u7684\u62bd\u8c61\uff0c\u8f6c\u5316\u4e3a\u4e0d\u540c\u884c\u4e1a\u56e2\u961f\u53ef\u76f4\u89c2\u7406\u89e3\u5e76\u7075\u6d3b\u914d\u7f6e\u7684\u5de5\u4f5c\u6d41\u8303\u5f0f\u3002\u5b83\u53ef\u80fd\u4e0d\u662f\u89e3\u51b3\u6240\u6709\u81ea\u52a8\u5316\u95ee\u9898\u7684\u94f6\u5f39\uff0c\u4f46\u4e3a\u201cAI\u4f5c\u4e3a\u534f\u4f5c\u8005\u800c\u975e\u5de5\u5177\u201d\u7684\u613f\u666f\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9887\u5177\u5de5\u4e1a\u7ea7\u6f5c\u529b\u7684\u5b9e\u73b0\u8def\u5f84\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Hipocampus<\/span>\n <\/div>\n<div class=\"comment-content\">Hipocampus is a workflow-ownership layer for teams. It deploys governed operators that automate and own team workflows across fragmented systems, with persistent workflow state, approvals, delegation, escalation, and shared context so work keeps moving across tools and time.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone \ud83d\udc4b<\/p>\n<p>Noureddin here, co-founder of Hipocampus.<\/p>\n<p>We\u2019ve been spending the last couple of years building AI systems, and one thing kept coming up over and over again \u2014 AI tools are everywhere, but actually getting real work done across them is still messy.<\/p>\n<p>You end up stitching workflows together by hand, jumping between tools, and babysitting everything to make sure it moves forward.<\/p>\n<p>So we built Hipocampus, AI operators that own team workflows.<\/p>\n<p>The idea is simple: give every team an swarm of operators.<\/p>\n<p>Instead of just generating outputs, operators actually own workflows, they carry context across tools and time, take actions, keep things moving, and only pull you in when it actually matters.<\/p>\n<p>Our goal is to become the single point of contact for how work gets done across your stack.<\/p>\n<p>We\u2019re still working closely with teams to shape this, so if you\u2019re dealing with messy, multi-step workflows, I\u2019d genuinely love to hear what\u2019s painful for you.<\/p>\n<p>Try it out, break it, tell us what\u2019s missing.<\/p>\n<p>I\u2019ll be here all day answering everything \ud83d\ude4c<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@noureddin_bakir1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@noureddin_bakir1<\/a> How does Hipocampus handle evolving priorities mid-workflow, like reprioritizing based on real-time 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! This is a compelling take on workflow automation. I’m curious about how Hipocampus handles context handoffs when operators need to escalate work back to humans\u2014what does that experience look like for team members, and how do you prevent context loss in that transition?<\/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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> Our operators aren’t driven by a thin runtime, in essence a series of ephemeral chats. Instead, they are persistent in memory, state, and context, which allows them to continue working after weeks at a time. <\/p>\n<p>Our architecture supports persistence at scale, unlike most of our competitors within this space. <\/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\/@osakasaul\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@osakasaul<\/a> thank you. Great question. To add, when an operator needs a human, that handoff becomes a task with the context attached, not just a chat relay. The teammate sees a review item in their queue or inbox with the task, notes, comments, latest summary, and outputs. We avoid context loss by storing the work state outside the model: task history, ownership changes, comments, session summaries, notifications, and artifacts stay with the task, so work can move between operator and human without anyone having to reconstruct what happened from memory.<\/p>\n<p>Hipocampus is built to learn the job as you do it. You do something once or twice with the AI helping, it starts to recognize the pattern, and then it can take the first pass on similar work on its own. When you come back, the draft or prep work is already there, and you can review it, tweak it, approve it, or send it back<\/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>@noureddin_bakir1 \u2014 given the distributed systems background, how do you handle consistency when an operator’s state needs to survive model version changes or provider swaps? Most persistence layers I’ve seen for long-running agents break down when the underlying model behavior shifts mid-workflow.<\/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\/@jimmypk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jimmypk<\/a> Easy. You don’t train your system on being very reliant on LLMs. That’s a mistake a lot of teams building agentic systems make.<\/p>\n<\/p>\n<p>One of the things that differs us is that we understood that early on was to build harnesses that weren’t reliant on the model itself. That way we avoid model quirks, becoming model agnostic.<\/p>\n<\/p>\n<p>Teams make the most mistakes by being reliant on an LLM Model.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Seriously cool! This feels like Zapier + Temporal + AI agents combined. Btw what\u2019s been the hardest part in making that actually reliable in production?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> The hardest part was figuring out how to approach building Hippocampus. Since we both have a background from distributed systems, we realized this was just another distributed systems pattern. This is why we’re ahead of the curve when it comes to production reliability, observability, and why we have the strongest harness given our intelligence layer. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SRQS3IDRPWPWNH\" class=\"app-title\">Lounge<\/a><\/p>\n<div class=\"one-liner\">macOS Tahoe menu bar manager with notch-aware icon control<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">77<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e13\u4e3amacOS Tahoe\u8bbe\u8ba1\u7684\u83dc\u5355\u680f\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u72ec\u7279\u7684\u201c\u5218\u6d77\u611f\u77e5\u9762\u677f\u201d\u548c\u7075\u6d3b\u7684\u91cd\u6392\u529f\u80fd\uff0c\u89e3\u51b3\u4e86MacBook\u5218\u6d77\u5c4f\u906e\u6321\u83dc\u5355\u680f\u56fe\u6807\u4ee5\u53ca\u56fe\u6807\u8fc7\u591a\u5bfc\u81f4\u6df7\u4e71\u7684\u7528\u6237\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b34457a6-7386-421a-b5b3-2bb453ff5263.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4dff2ac1-4512-4fd3-8437-31d6b7d31816.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1444e14b-563b-4e1e-8a83-3d0e63fd5f5c.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\/71845504-e340-40d7-9a03-08b576ae27cb.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/VSlZGZXwzwk\"><source src=\"https:\/\/youtu.be\/VSlZGZXwzwk\" 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\">Icons<\/span><br \/>\n <span class=\"tag\">Menu Bar Apps<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u83dc\u5355\u680f\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5218\u6d77\u5c4f\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u72b6\u6001\u680f\u6574\u7406<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea4\u4e92\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u5173\u6ce8\uff1a1. \u6838\u5fc3\u75db\u70b9\u89e3\u51b3\uff08\u5218\u6d77\u906e\u6321\u95ee\u9898\uff09\uff1b2. \u6027\u80fd\u4e0e\u517c\u5bb9\u6027\u7591\u95ee\uff08\u591a\u56fe\u6807\u4e0b\u6d41\u7545\u5ea6\u3001M\u82af\u7247\u9002\u914d\uff09\uff1b3. \u5b9e\u73b0\u6280\u672f\u7ec6\u8282\uff08\u662f\u5426\u4f7f\u7528\u82f9\u679c\u5b98\u65b9API\uff09\uff1b4. \u4f7f\u7528\u573a\u666f\u63a2\u8ba8\uff08\u83dc\u5355\u680f\u4f7f\u7528\u9891\u7387\uff09\uff1b5. \u610f\u5916\u53d1\u73b0AI\u4ee3\u7406\u96c6\u6210\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Lounge\u5207\u5165\u7684\u662f\u4e00\u4e2a\u770b\u4f3c\u5fae\u5c0f\u5374\u6781\u5176\u987d\u56fa\u7684\u75db\u70b9\uff1a\u82f9\u679c\u786c\u4ef6\u8bbe\u8ba1\uff08\u5218\u6d77\u5c4f\uff09\u4e0e\u8f6f\u4ef6\u81ea\u7531\uff08\u83dc\u5355\u680f\u56fe\u6807\u6570\u91cf\uff09\u4e4b\u95f4\u7684\u51b2\u7a81\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2aBartender\u66ff\u4ee3\u54c1\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u6210\u4e3amacOS\u751f\u6001\u4e2d\u4e00\u4e2a\u201c\u611f\u77e5\u786c\u4ef6\u7f3a\u9677\u7684\u8f6f\u4ef6\u8865\u4e01\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u6e05\u6670\u4e14\u7280\u5229\uff1a\u5b83\u6ca1\u6709\u7c97\u66b4\u5730\u8981\u6c42\u5c4f\u5e55\u5f55\u5236\u6743\u9650\uff08\u8fd9\u4e0eBartender\u7b49\u5f62\u6210\u5173\u952e\u5dee\u5f02\uff0c\u4e3b\u6253\u9690\u79c1\u548c\u5b89\u5168\u724c\uff09\uff0c\u800c\u662f\u7528\u201c\u5218\u6d77\u611f\u77e5\u60ac\u505c\u9762\u677f\u201d\u8fd9\u4e00\u4ea4\u4e92\uff0c\u5c06\u786c\u4ef6\u7684\u7f3a\u9677\u626d\u8f6c\u4e3a\u89e6\u53d1\u529f\u80fd\u7684\u5165\u53e3\u3002\u8fd9\u6bd4\u7b80\u5355\u7684\u9690\u85cf\/\u663e\u793a\u66f4\u806a\u660e\uff0c\u8d4b\u4e88\u4e86\u5218\u6d77\u533a\u57df\u65b0\u7684\u4ea4\u4e92\u610f\u4e49\u3002\u5176\u62d6\u62fd\u6392\u5e8f\u548c\u5feb\u6377\u952e\u529f\u80fd\uff0c\u5219\u662f\u83dc\u5355\u680f\u7ba1\u7406\u5de5\u5177\u7684\u53ca\u683c\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u7591\u95ee\u6070\u6070\u70b9\u51fa\u4e86\u5176\u6f5c\u5728\u98ce\u9669\u4e0e\u5929\u82b1\u677f\u3002\u9996\u5148\uff0c**\u6027\u80fd\u5b58\u7591**\u3002\u83dc\u5355\u680f\u7ba1\u7406\u5de5\u5177\u672c\u8d28\u662f\u7cfb\u7edf\u7ea7\u5e38\u9a7b\u52a9\u624b\uff0c\u5728\u201c\u91cd\u5ea6\u7528\u623710+\u56fe\u6807\u201d\u573a\u666f\u4e0b\u7684\u6d41\u7545\u5ea6\u662f\u751f\u547d\u7ebf\uff0c\u8fd9\u4f9d\u8d56\u4e8e\u5176\u201c\u81ea\u5b9a\u4e49\u663e\u793a\u6570\u5b66\u65b9\u6cd5\u201d\u7684\u4f18\u5316\u7a0b\u5ea6\uff0c\u800c\u975e\u82f9\u679c\u5b98\u65b9API\u53ef\u80fd\u5e26\u6765\u517c\u5bb9\u6027\u98ce\u9669\u3002\u5176\u6b21\uff0c**\u9700\u6c42\u521a\u6027\u5b58\u7591**\u3002\u968f\u7740\u7528\u6237\u8d8a\u6765\u8d8a\u591a\u5730\u4f7f\u7528Cmd+Space\u5168\u5c40\u641c\u7d22\u542f\u52a8\u5e94\u7528\u6216\u63a7\u5236\u4e2d\u5fc3\uff0c\u4f20\u7edf\u83dc\u5355\u680f\u7684\u4ea4\u4e92\u9891\u7387\u662f\u5426\u5728\u4e0b\u964d\uff1f\u8fd9\u52a8\u6447\u4e86\u6b64\u7c7b\u5de5\u5177\u7684\u6839\u672c\u5e02\u573a\u3002\u6700\u540e\uff0c**\u5b9a\u4f4d\u6a21\u7cca**\u3002\u8bc4\u8bba\u672b\u5c3e\u63d0\u5230\u7684\u201cAI\u4ee3\u7406\u96c6\u6210\u901a\u77e5\u201d\u529f\u80fd\u663e\u5f97\u7a81\u5140\uff0c\u8fd9\u7a76\u7adf\u662f\u63a2\u7d22\u65b0\u573a\u666f\uff0c\u8fd8\u662f\u529f\u80fd\u8513\u5ef6\u7684\u5f00\u59cb\uff1f\u5bb9\u6613\u6a21\u7cca\u5176\u201c\u4e13\u6ce8\u89e3\u51b3\u5218\u6d77\u4e0e\u83dc\u5355\u680f\u51b2\u7a81\u201d\u7684\u950b\u5229\u5b9a\u4f4d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cLounge\u662f\u4e00\u6b3e\u5728\u7279\u5b9a\u786c\u4ef6\u6362\u4ee3\u671f\uff08\u5218\u6d77\u5c4fMacBook\u666e\u53ca\uff09\u548c\u7279\u5b9a\u7cfb\u7edf\u7a97\u53e3\u671f\uff08macOS Tahoe\uff09\u4e0b\uff0c\u601d\u8def\u7cbe\u5de7\u7684\u75db\u70b9\u578b\u5de5\u5177\u3002\u4f46\u5b83\u9762\u4e34\u7684\u662f\u4e00\u4e2a\u5c0f\u4f17\u3001\u4e13\u4e1a\u4e14\u53ef\u80fd\u9010\u6e10\u840e\u7f29\u7684\u5e02\u573a\u3002\u5176\u6bcf\u5e743.99\u7f8e\u5143\u7684\u5b9a\u4ef7\u4e5f\u8868\u660e\u5f00\u53d1\u8005\u5bf9\u5176\u89c4\u6a21\u6709\u6e05\u9192\u8ba4\u77e5\u3002\u5b83\u80fd\u5426\u4ece\u201c\u806a\u660e\u7684\u89e3\u51b3\u65b9\u6848\u201d\u8fdb\u5316\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u7cfb\u7edf\u589e\u5f3a\u7ec4\u4ef6\u201d\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u6781\u81f4\u6027\u80fd\u7a33\u5b9a\u6027\u548c\u62d3\u5c55\u9ad8\u4ef7\u503c\u83dc\u5355\u680f\u4f7f\u7528\u573a\u666f\uff08\u5982AI\u901a\u77e5\u63d0\u793a\u6216\u8bb8\u662f\u4e00\u4e2a\u65b9\u5411\uff09\u4e0a\u53d6\u5f97\u5e73\u8861\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u503c\u5f97\u5c1d\u8bd5\u7684\u201c\u4f18\u7b49\u751f\u201d\uff0c\u4f46\u5c1a\u672a\u5c55\u73b0\u51fa\u98a0\u8986\u683c\u5c40\u7684\u6f5c\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Lounge<\/span>\n <\/div>\n<div class=\"comment-content\">Lounge is a Bartender alternative built for macOS Thoe. Every app clutters your menu bar, and MacBook’snotch hides icons you need. Lounge solves this with\ud83d\udda5\ufe0f Notch-Aware Panel \u2014 Hover near the notch to revel all hidden icons in a beautiful panel. \u270b Drag & Drp \u2014 Hold \u2318 to rearrange icons across your menu bar. \ufe0fShortcut \u2014 Cmd+Shift+L toggles hidden items instanty. \ud83c\udfa8 Customizable \u2014 Pick icon styles, dividers, and nimations. $3.99\/year. 7-day free trial, no credit ard needed.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey MacBook lovers, <\/p>\n<p>I built Lounge because I as frustrated with the lack of good menu bar manages on macOS Tahoe. I do not favor other alternatives(such as: bartender) , they require screen recording permissions.<\/p>\n<p>The notch problem is real: it physically hides icons, so you can’t even click on them. Lounge solves this with a notch-aware hover pane \u2014 just move your cursor near the notch and all your hidden icons slide into a beautiful, organized view.<br \/>Beyond that, Lounge brings drag & drop re-arranging, a keyboard shortcut (Cmd+Shift+L), a clean single-panel settings UI.<\/p>\n<p>It’s $3.99\/year with a 7-day free trial<\/p>\n<p>Would love your feedbck! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@asktobuild\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asktobuild<\/a> Have you tested it with heavy menu bar users (10+ icons)? Does the hover pane stay smooth under load, or any lag on M-series chips?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@asktobuild\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@asktobuild<\/a> <\/p>\n<p>Good job on the UI\/UX, it really feels very Apple-like. <\/p>\n<p>One thought on actual usage: how often do people really reach for the menu bar? I feel like using Cmd+Space to search for apps is pretty common, no? <\/p>\n<p>Good luck! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Having the MacBook notch swallow my background app icons is a daily annoyance when I have my whole dev stack running. Handling those safe area bounds programmatically is surprisingly tricky, so I am curious if you are relying on standard Apple APIs or doing custom display math to route icons around the notch. I am going to swap out my current manager today and see how Lounge handles my ridiculously bloated menu bar.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you! <a href=\"https:\/\/www.producthunt.com\/@y_taka\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@y_taka<\/a> <\/p>\n<p>Not standard Apple APIs, rather, be a custom display math method. You can view the interactive examples on YouTube <a href=\"https:\/\/www.youtube.com\/watch?v=VSlZGZXwzwk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.youtube.com\/watch?v=VSlZGZXwzwk<\/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>I have just updated this app. You can configure hooks of AI Agents with the Lounge App. This way, when your AI Agent completes a task or requires your approval, it will send a notification to the Lounge App, it will display a dynamic island with notification messages letting you know the latest status of your AI agents’ tasks. <\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f5adb932-cb7d-4389-a4f6-1b583d434ec0.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<\/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\/AMT2Z2JKBWESM3\" class=\"app-title\">GPT\u2011Rosalind<\/a><\/p>\n<div class=\"one-liner\">Purpose-built model for scientific research & drug discovery<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">56<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GPT-Rosalind\u662fOpenAI\u63a8\u51fa\u7684\u751f\u547d\u79d1\u5b66\u4e13\u7528AI\u6a21\u578b\uff0c\u901a\u8fc7\u6574\u5408\u6570\u636e\u3001\u751f\u6210\u5047\u8bbe\u548c\u89c4\u5212\u5b9e\u9a8c\uff0c\u5728\u836f\u7269\u53d1\u73b0\u3001\u57fa\u56e0\u7ec4\u5b66\u7b49\u79d1\u7814\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u79d1\u7814\u6d41\u7a0b\u590d\u6742\u3001\u6570\u636e\u788e\u7247\u5316\u5bfc\u81f4\u7684\u7814\u7a76\u8fdb\u5c55\u7f13\u6162\u7684\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f08fdfb-0304-48ac-bc0e-ae67cf9abc08.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c53575aa-b902-42ee-bd30-3651009a888f.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\/f6b3d111-1335-4004-80dc-8c538102d447.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96cb2897-c55d-4da1-ab0b-5394fcbf6a06.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\/3d476120-c19e-48c2-98ab-4acd408a8134.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/pmgE0R-_CpU\"><source src=\"https:\/\/youtu.be\/pmgE0R-_CpU\" 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\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Medical<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u751f\u547d\u79d1\u5b66AI<\/span><br \/>\n <span class=\"tag\">\u79d1\u7814\u8f85\u52a9\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u836f\u7269\u53d1\u73b0<\/span><br \/>\n <span class=\"tag\">\u57fa\u56e0\u7ec4\u5b66<\/span><br \/>\n <span class=\"tag\">\u5047\u8bbe\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u5b9e\u9a8c\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u79d1\u5b66\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u751f\u7269\u4fe1\u606f\u5b66<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u5927\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">OpenAI<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u5c55\u793a\u7684\u8bc4\u8bba\u4e3a\u4e00\u6761\u9ad8\u5ea6\u6982\u62ec\u4ea7\u54c1\u4ef7\u503c\u7684\u6709\u6548\u8bc4\u8bba\uff0c\u5176\u80af\u5b9a\u4e86\u4ea7\u54c1\u5728\u6574\u5408\u591a\u9886\u57df\u77e5\u8bc6\u3001\u8fde\u63a5\u79d1\u5b66\u5de5\u5177\u3001\u52a0\u901f\u4ece\u6570\u636e\u5230\u7a81\u7834\u7684\u79d1\u7814\u95ed\u73af\u65b9\u9762\u7684\u80fd\u529b\uff0c\u672a\u63d0\u51fa\u5177\u4f53\u95ee\u9898\u6216\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n GPT-Rosalind\u7684\u51fa\u73b0\uff0c\u6807\u5fd7\u7740\u901a\u7528\u5927\u6a21\u578b\u5411\u5782\u76f4\u6df1\u6c34\u533a\u8fc8\u51fa\u4e86\u6781\u5177\u8c61\u5f81\u610f\u4e49\u7684\u4e00\u6b65\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2aAI\u5de5\u5177\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3a\u751f\u547d\u79d1\u5b66\u9886\u57df\u7684\u201c\u63a8\u7406\u5f15\u64ce\u201d\u548c\u201c\u5de5\u4f5c\u6d41\u64cd\u4f5c\u7cfb\u7edf\u201d\u3002\u5b83\u76f4\u9762\u8be5\u9886\u57df\u6700\u987d\u56fa\u7684\u75db\u70b9\uff1a\u9ad8\u5ea6\u4e13\u4e1a\u7684\u77e5\u8bc6\u58c1\u5792\u3001\u5206\u6563\u7684\u5de5\u5177\u4e0e\u6570\u636e\u5e93\u3001\u4ee5\u53ca\u4ece\u6d77\u91cf\u6570\u636e\u5230\u53ef\u9a8c\u8bc1\u5047\u8bbe\u4e4b\u95f4\u5de8\u5927\u7684\u903b\u8f91\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5ba3\u4f20\u7684\u201c\u591a\u6b65\u5de5\u4f5c\u6d41\u652f\u6301\u201d\u3001\u201c\u5de5\u5177\u96c6\u6210\u201d\u548c\u201c\u9886\u57df\u6df1\u5ea6\u63a8\u7406\u201d\u662f\u6838\u5fc3\u770b\u70b9\u3002\u5982\u679c\u5b83\u80fd\u771f\u6b63\u7406\u89e3\u590d\u6742\u7684\u751f\u7269\u5316\u5b66\u4e0a\u4e0b\u6587\uff0c\u5e76\u534f\u8c03\u8c03\u7528\u8d85\u8fc750\u79cd\u4e13\u4e1a\u5de5\u5177\u6267\u884c\u8fde\u8d2f\u5206\u6790\uff0c\u90a3\u4e48\u5b83\u6539\u53d8\u7684\u5c06\u4e0d\u4ec5\u662f\u5355\u4e2a\u79d1\u7814\u4eba\u5458\u7684\u6548\u7387\uff0c\u800c\u662f\u6574\u4e2a\u56e2\u961f\u751a\u81f3\u673a\u6784\u7684\u7814\u53d1\u8303\u5f0f\u3002\u5b83\u5c06\u4fc3\u4f7f\u7814\u7a76\u4ece\u4f20\u7edf\u7684\u3001\u7ebf\u6027\u7684\u201c\u63d0\u51fa\u5047\u8bbe-\u8bbe\u8ba1\u5b9e\u9a8c-\u9a8c\u8bc1\u201d\u5faa\u73af\uff0c\u5411\u66f4\u52a8\u6001\u3001\u6570\u636e\u9a71\u52a8\u7684\u201cAI\u751f\u6210\u5019\u9009\u5047\u8bbe-\u667a\u80fd\u89c4\u5212\u9a8c\u8bc1\u8def\u5f84-\u5feb\u901f\u8fed\u4ee3\u201d\u6a21\u5f0f\u8f6c\u53d8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u4e25\u5cfb\u3002\u79d1\u5b66\u7814\u7a76\u7684\u5bb9\u9519\u7387\u6781\u4f4e\uff0c\u6a21\u578b\u7684\u201c\u5e7b\u89c9\u201d\u5728\u5b9e\u9a8c\u5ba4\u91cc\u5c06\u662f\u707e\u96be\u6027\u7684\u3002\u5176\u63a8\u7406\u7684\u53ef\u89e3\u91ca\u6027\u3001\u4e0e\u73b0\u6709\u5b9e\u9a8c\u5ba4\u786c\u4ef6\u548c\u6570\u636e\u5e93\u6df1\u5ea6\u96c6\u6210\u7684\u5b9e\u9645\u6548\u679c\u3001\u4ee5\u53ca\u5bf9\u672a\u7ecf\u9a8c\u8bc1\u7684\u79d1\u5b66\u524d\u6cbf\u77e5\u8bc6\u7684\u5904\u7406\u80fd\u529b\uff0c\u90fd\u5c06\u51b3\u5b9a\u5b83\u662f\u4e00\u6b3e\u98a0\u8986\u6027\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u8fd8\u662f\u4e00\u4e2a\u9ad8\u7ea7\u7684\u6587\u732e\u603b\u7ed3\u52a9\u624b\u3002OpenAI\u7684\u54c1\u724c\u548c\u901a\u7528\u6280\u672f\u80fd\u529b\u662f\u5176\u5165\u573a\u5238\uff0c\u4f46\u5728\u9ad8\u5ea6\u4e25\u8c28\u7684\u751f\u547d\u79d1\u5b66\u9886\u57df\uff0c\u8d62\u5f97\u79d1\u5b66\u5bb6\u7684\u4fe1\u4efb\u9700\u8981\u8fdc\u8d85\u6280\u672f\u6f14\u793a\u7684\u3001\u7ecf\u5f97\u8d77\u540c\u884c\u8bc4\u8bae\u7684\u5b9e\u8bc1\u6848\u4f8b\u3002\u76ee\u524d56\u7968\u7684\u5173\u6ce8\u5ea6\uff0c\u4e5f\u53cd\u6620\u4e86\u4e13\u4e1a\u5e02\u573a\u4ecd\u5728\u89c2\u671b\u3002\u8fd9\u6b3e\u4ea7\u54c1\u7684\u6210\u8d25\uff0c\u5c06\u662f\u68c0\u9a8cAI\u6df1\u5165\u8d4b\u80fd\u786c\u6838\u79d1\u7814\u7684\u4e00\u6b21\u5173\u952e\u8bd5\u70bc\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\">GPT\u2011Rosalind<\/span>\n <\/div>\n<div class=\"comment-content\">GPT-Rosalind by OpenAI is a life sciences AI model that accelerates research by synthesizing data, generating hypotheses, and planning experiments. Built for biology, chemistry, and genomics workflows, it helps scientists move faster from insight to discovery.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>GPT-Rosalind by OpenAI <\/strong>is a purpose-built AI model for life sciences research, tackling the complexity and fragmentation of scientific workflows.<\/p>\n<\/p>\n<p><strong>Problem \u2192 Solution:<\/strong> Speeds up slow, complex research workflows by enabling faster evidence synthesis, hypothesis generation, and experimental planning<\/p>\n<\/p>\n<p><strong>What\u2019s different:<\/strong> Deep domain reasoning across biology, chemistry & genomics + integrates with 50+ scientific tools\/databases<\/p>\n<\/p>\n<p><strong>Key features:<\/strong> Multi-step workflow support, tool usage, literature analysis, experimental design<\/p>\n<\/p>\n<p><strong>Benefits:<\/strong> Faster discovery cycles, better hypotheses, improved research outcomes<\/p>\n<\/p>\n<p><strong>Who it\u2019s for:<\/strong> Scientists, biotech teams, pharma orgs<\/p>\n<\/p>\n<p><strong>Use cases:<\/strong> Drug discovery, genomics research, protein analysis, translational medicine<\/p>\n<\/p>\n<p>If you want to go from data \u2192 insight \u2192 breakthrough faster, this is worth exploring.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6G4YOLPF5A7VO6\" class=\"app-title\">Daily Idea Sprint<\/a><\/p>\n<div class=\"one-liner\">Make ideation a daily ritual (just 3 minutes)<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">20<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Daily Idea Sprint\u662f\u4e00\u6b3e\u6781\u7b80\u7684\u6bcf\u65e5\u521b\u610f\u8bad\u7ec3\u5de5\u5177\uff0c\u901a\u8fc7\u5f3a\u5236\u7528\u6237\u57283\u5206\u949f\u5185\u5199\u4e0b5\u4e2a\u7c97\u7565\u60f3\u6cd5\u7684\u89c4\u5219\uff0c\u5e2e\u52a9\u521b\u4f5c\u8005\u3001\u5199\u4f5c\u8005\u7b49\u7fa4\u4f53\u5728\u7f3a\u4e4f\u7075\u611f\u6216\u9762\u5bf9\u7a7a\u767d\u9875\u65f6\uff0c\u5feb\u901f\u542f\u52a8\u601d\u7ef4\u3001\u5f62\u6210\u65e5\u5e38\u4ea7\u51fa\u4e60\u60ef\uff0c\u7f13\u89e3\u521b\u4f5c\u7126\u8651\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bd6918a8-3d51-4cd9-8b99-4c179925fddf.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\/a9654b38-2750-4082-84a7-0650f89c3242.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\/8c5818e4-5454-4b9d-8524-21805b744a23.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Maker Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u610f\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u6bcf\u65e5\u4e60\u60ef<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5934\u8111\u98ce\u66b4<\/span><br \/>\n <span class=\"tag\">\u5199\u4f5c\u70ed\u8eab<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u7ecf\u6d4e<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u601d\u7ef4\u7ec3\u4e60<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u9002\u5408\u7075\u611f\u591a\u9700\u6574\u7406\u7684\u4eba\u7fa4\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u89c4\u5219\u5982\u4f55\u9002\u914dLinkedIn\u7b49\u5177\u4f53\u5e73\u53f0\u4ee5\u4fc3\u8fdb\u5bf9\u8bdd\uff1b\u4ee5\u53ca\u5bf9\u7528\u6237\u957f\u671f\u575a\u6301\u7387\u7684\u8d28\u7591\uff0c\u5f00\u53d1\u8005\u627f\u8ba4\u591a\u6570\u4eba\u53ef\u80fd\u96be\u4ee5\u6301\u7eed\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 Idea Sprint \u7684\u672c\u8d28\uff0c\u5e76\u975e\u4e00\u4e2a\u529f\u80fd\u590d\u6742\u7684\u201c\u751f\u4ea7\u529b\u5de5\u5177\u201d\uff0c\u800c\u662f\u4e00\u5957\u62ab\u7740\u5e94\u7528\u5916\u8863\u7684\u201c\u884c\u4e3a\u5e72\u9884\u88c5\u7f6e\u201d\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7ba1\u7406\u6216\u5b75\u5316\u521b\u610f\uff0c\u800c\u5728\u4e8e\u7c97\u66b4\u5730\u5bf9\u6297\u521b\u4f5c\u4e2d\u7684\u201c\u5b8c\u7f8e\u4e3b\u4e49\u762b\u75ea\u201d\u4e0e\u201c\u542f\u52a8\u6469\u64e6\u529b\u201d\u3002\u5176\u6838\u5fc3\u8bbe\u8ba1\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\uff1a\u7528\u6781\u77ed\u7684\u65f6\u95f4\u548c\u660e\u786e\u7684\u91cf\u5316\u76ee\u6807\uff085\u4e2a\/3\u5206\u949f\uff09\uff0c\u5c06\u201c\u4ea7\u51fa\u4f1f\u5927\u60f3\u6cd5\u201d\u7684\u5fc3\u7406\u8d1f\u62c5\u66ff\u6362\u4e3a\u201c\u5b8c\u6210\u4e00\u4e2a\u673a\u68b0\u4efb\u52a1\u201d\u7684\u8f7b\u677e\u611f\uff0c\u4ece\u800c\u7ed5\u8fc7\u5fc3\u7406\u6297\u62d2\uff0c\u5f3a\u5236\u601d\u7ef4\u8fdb\u5165\u8f93\u51fa\u72b6\u6001\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u77db\u76fe\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5b83\u5c06\u201c\u521b\u610f\u201d\u9ad8\u5ea6\u6d41\u7a0b\u5316\uff0c\u53ef\u80fd\u727a\u7272\u4e86\u6df1\u5ea6\u601d\u8003\u4e0e\u5076\u7136\u915d\u917f\u6240\u9700\u7684\u65f6\u95f4\uff0c\u957f\u671f\u800c\u8a00\uff0c\u6216\u5bfc\u81f4\u60f3\u6cd5\u6d41\u4e8e\u8868\u9762\u548c\u540c\u8d28\u5316\u3002\u5176\u6b21\uff0c\u4ece\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u575a\u6301\u7387\u201d\u7684\u8d28\u7591\u53ef\u4ee5\u770b\u51fa\uff0c\u8be5\u5e94\u7528\u89e3\u51b3\u7684\u662f\u201c\u542f\u52a8\u201d\u75db\u70b9\uff0c\u5374\u65e0\u6cd5\u89e3\u51b3\u201c\u6301\u7eed\u52a8\u529b\u201d\u8fd9\u4e00\u66f4\u6839\u672c\u7684\u95ee\u9898\u3002\u5f53\u7528\u6237\u53d1\u73b0\u4ea7\u51fa\u7684\u60f3\u6cd5\u591a\u6570\u786e\u5c5e\u5e73\u5eb8\uff08\u6b63\u5982\u4ea7\u54c1\u81ea\u8eab\u6240\u9884\u8b66\uff09\uff0c\u4e14\u7f3a\u4e4f\u540e\u7eed\u7cfb\u7edf\u5316\u7684\u7b5b\u9009\u3001\u8fde\u63a5\u4e0e\u63a8\u8fdb\u673a\u5236\u65f6\uff0c\u65b0\u9c9c\u611f\u4e00\u8fc7\uff0c\u5de5\u5177\u6781\u6613\u88ab\u5f03\u7528\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u7ec6\u5206\u5e02\u573a\uff1a\u9700\u8981\u516c\u5f00\u601d\u8003\u3001\u7ef4\u6301\u521b\u4f5c\u6d41\u548c\u5185\u5bb9\u8282\u594f\u7684\u72ec\u7acb\u521b\u4f5c\u8005\u3001\u4e2a\u4eba\u54c1\u724c\u6784\u5efa\u8005\u3002\u5bf9\u4e8e\u4ed6\u4eec\uff0c\u6bcf\u65e5\u4ea7\u51fa\u7684\u201c\u8fc7\u7a0b\u201d\u672c\u8eab\u5373\u5177\u6709\u5c55\u793a\u548c\u793e\u4ea4\u4ef7\u503c\u3002\u4f46\u5bf9\u5176\u5ba3\u79f0\u7684\u201c\u5076\u5c14\u53d1\u73b0\u7c97\u94bb\u77f3\u201d\u7684\u957f\u671f\u4ef7\u503c\uff0c\u6211\u4eec\u5e94\u6301\u5ba1\u614e\u6001\u5ea6\u3002\u8fd9\u66f4\u50cf\u662f\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u5fc3\u7406\u70ed\u8eab\u64cd\u201d\u5e94\u7528\uff0c\u800c\u975e\u201c\u521b\u610f\u5b75\u5316\u5668\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u6700\u7ec8\u4e0d\u53d6\u51b3\u4e8e\u5de5\u5177\u672c\u8eab\uff0c\u800c\u53d6\u51b3\u4e8e\u7528\u6237\u662f\u5426\u771f\u6b63\u9700\u8981\u5e76\u5185\u5316\u8fd9\u79cd\u201c\u4e3a\u8f93\u51fa\u800c\u8f93\u51fa\u201d\u7684\u7eaa\u5f8b\u6027\u4eea\u5f0f\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 Idea Sprint<\/span>\n <\/div>\n<div class=\"comment-content\">“Daily Idea Sprint” is a simple tool for practicing your ideas every day: write five rough ideas in three minutes. There’s no need to edit and no pressure to be brilliant. Most ideas will be mediocre, but some will spark content or conversation, and the occasional one will be a rough diamond worth keeping.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I created the ‘Daily Idea Sprint’ rule to make idea generation a daily habit. The rule is simple: write five rough ideas in three minutes. There’s no need to polish or edit them, and there’s no pressure to be brilliant.<\/p>\n<p>Most days, the ideas will be mediocre, but that’s the whole point. You can publish them, tweet them and then use them to generate content or spark a conversation. Then, every so often, one idea will stand out, which you can save for further development at a later date.<\/p>\n<p>It’s a small tool for creators, makers, writers, and anyone else who wants to think more often in public without waiting for inspiration or feeling ready.<\/p>\n<p>-Makers who want to stay in motion<br \/>\n-Writers who need a low-friction warm-up<br \/>\n-Indie hackers shipping small experiments<br \/>\n-Anyone who feels stuck staring at an empty page<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@danischenker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@danischenker<\/a> How do you recommend tweaking the 5-ideas-in-3-min rule for someone building personal brand threads on LinkedIn, where sparking convos is key?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is great launch <a href=\"https:\/\/www.producthunt.com\/@danischenker\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"danischenker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@danischenker<\/a>, perfect for someone like me who is exploding with ideas, I am gonna use it to keep it all organized.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@sohazur\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sohazur<\/a> Awesome! Thanks for the comment, Sohazur!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 idea, I like it. Are people actually sticking with it daily, or does it drop off once the novelty wears off?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a> Hi Becky. I’m sure it will drop off with most people. Most won’t see the benefit in it, or they just don’t have the discipline to do it. But I am sure that a couple of people will appreciate it \ud83d\ude09<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/663JJFZB474PKC\" class=\"app-title\">Vokabulo<\/a><\/p>\n<div class=\"one-liner\">A context-based AI vocabulary trainer<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">12<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vokabulo\u662f\u4e00\u6b3e\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684AI\u8bcd\u6c47\u8bad\u7ec3\u5de5\u5177\uff0c\u5e2e\u52a9\u5904\u4e8e\u4e2d\u7ea7\u5e73\u53f0\u671f\u7684\u5916\u8bed\u5b66\u4e60\u8005\u548c\u4e13\u4e1a\u4eba\u58eb\uff0c\u901a\u8fc7\u6355\u6349\u771f\u5b9e\u8bed\u5883\u4e2d\u7684\u8bcd\u6c47\u4e0e\u77ed\u8bed\uff0c\u89e3\u51b3\u201c\u542c\u5f97\u61c2\u4f46\u7528\u4e0d\u51fa\u201d\u7684\u6d41\u5229\u5ea6\u74f6\u9888\u95ee\u9898\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/45620c26-7bd1-475b-9982-4ad5bbe0331b.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\/d94f3606-13c0-4eea-9706-d28683a56380.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\/9bf65691-13de-4f98-830c-55773d37c79e.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\/2aadf51e-9e2d-44a5-8035-0edc373bb08e.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=TawEY6gj7T8\"><source src=\"https:\/\/www.youtube.com\/watch?v=TawEY6gj7T8\" 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\">Education<\/span><br \/>\n <span class=\"tag\">Languages<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">AI\u8bcd\u6c47\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u5916\u8bed\u5b66\u4e60\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2d\u7ea7\u5b66\u4e60\u8005<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u573a\u666f<\/span><br \/>\n <span class=\"tag\">\u95ea\u5361\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u4ed8\u8d39\u8ba2\u9605<\/span><br \/>\n <span class=\"tag\">\u6587\u5316\u6c89\u6d78<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u9488\u5bf9\u4e2d\u7ea7\u5e73\u53f0\u671f\u5b66\u4e60\u8005\uff0c\u5e76\u89e3\u91ca\u4e86\u4ed8\u8d39\u539f\u56e0\u3002\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u5176\u50cf\u201c\u4eba\u7c7b\u8bb0\u5fc6\u7f13\u5b58\u201d\uff0c\u80fd\u5b58\u50a8\u5b9e\u7528\u77ed\u8bed\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u5176\u9996\u53d1\u652f\u6301\u7684\u8bed\u8a00\u79cd\u7c7b\uff0c\u4ee5\u53ca\u5982\u4f55\u6355\u6349\u6587\u5316\u7ec6\u5fae\u5dee\u5f02\uff08\u5982\u4e60\u8bed\uff09\u800c\u975e\u5355\u7eaf\u8bcd\u6c47\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 Vokabulo\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2aDuolingo\uff0c\u5b83\u7cbe\u51c6\u5730\u7784\u51c6\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41\u8f7b\u91cf\u5316\u5e94\u7528\u5ffd\u89c6\u7684\u786c\u6838\u5e02\u573a\uff1a\u5df2\u8131\u79bb\u65b0\u624b\u6751\u3001\u5374\u6df1\u9677\u4e2d\u7ea7\u6ce5\u6f6d\u7684\u4e13\u4e1a\u4eba\u58eb\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u201cContext\u201d\u662f\u771f\u6b63\u7684\u5200\u5203\u2014\u2014\u5b83\u8bd5\u56fe\u89e3\u51b3\u7684\u5e76\u975e\u201c\u8ba4\u8bc6\u201d\uff0c\u800c\u662f\u201c\u8c03\u53d6\u201d\u95ee\u9898\uff0c\u5373\u8ba9\u50a8\u5b58\u5728\u5927\u8111\u88ab\u52a8\u8bb0\u5fc6\u533a\u7684\u8bcd\u6c47\uff0c\u80fd\u5728\u7279\u5b9a\u573a\u666f\u88ab\u4e3b\u52a8\u6fc0\u6d3b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6307\u51fa\u4e86\u4f20\u7edf\u95ea\u5361\u548c\u5355\u8bcd\u8868\u7684\u81f4\u547d\u4f24\uff1a\u5265\u79bb\u8bed\u5883\u3002\u901a\u8fc7\u4ece\u64ad\u5ba2\u3001\u4f1a\u8bae\u3001\u6587\u7ae0\u7b49\u771f\u5b9e\u8bed\u6599\u4e2d\u6293\u53d6\uff0c\u5b83\u6784\u5efa\u7684\u662f\u201c\u8bcd\u6c47-\u573a\u666f-\u6587\u5316\u201d\u7684\u5173\u8054\u7f51\u7edc\uff0c\u8fd9\u6bd4\u5355\u7eaf\u8bb0\u5fc6\u201capple=\u82f9\u679c\u201d\u5728\u8bed\u8a00\u751f\u6210\u4e0a\u6709\u6548\u6570\u4e2a\u91cf\u7ea7\u3002\u201cScenes\u201d\u529f\u80fd\u66f4\u662f\u5c06\u5de5\u5177\u5c5e\u6027\u63a8\u5411\u5b9e\u6218\uff0c\u76f4\u63a5\u4e3a\u7279\u5b9a\u60c5\u5883\uff08\u5982\u5546\u52a1\u8c08\u5224\u3001\u533b\u9662\u5c31\u8bca\uff09\u9884\u5236\u8bed\u8a00\u5f39\u836f\uff0c\u8fd9\u662f\u4ece\u201c\u5b66\u4e60\u201d\u5230\u201c\u5907\u6218\u201d\u7684\u5173\u952e\u8f6c\u53d8\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\u6280\u672f\u9ed1\u7bb1\uff1a\u5176AI\u5982\u4f55\u7cbe\u51c6\u8bc6\u522b\u5e76\u63d0\u53d6\u201c\u6709\u4ef7\u503c\u201d\u7684\u77ed\u8bed\u548c\u6587\u5316\u7ec6\u5fae\u4e4b\u5904\uff1f\u8fd9\u6781\u5ea6\u4f9d\u8d56LLM\u5bf9\u6e90\u8bed\u8a00\u6587\u5316\u7684\u6df1\u5ea6\u7406\u89e3\uff0c\u76ee\u524d\u4ecd\u662f\u884c\u4e1a\u96be\u9898\u3002\u5176\u6b21\uff0c\u5546\u4e1a\u6a21\u5f0f\u4e0e\u5e02\u573a\u89c4\u6a21\u7684\u77db\u76fe\uff1a\u5b9a\u4f4d\u201c\u4e25\u8083\u5b66\u4e60\u8005\u201d\u867d\u7cbe\u51c6\uff0c\u4f46\u7fa4\u4f53\u89c4\u6a21\u6709\u9650\u4e14\u4ed8\u8d39\u610f\u613f\u5b58\u7591\u3002\u5f00\u53d1\u8005\u5c06\u6210\u672c\u8f6c\u5ac1\u81f3\u201c\u6bcf\u5468\u4e00\u676f\u6d53\u7f29\u5496\u5561\u201d\u7684\u5b9a\u4ef7\u7b56\u7565\uff0c\u80fd\u5426\u6253\u52a8\u5df2\u88ab\u6d77\u91cf\u514d\u8d39\u8d44\u6e90\u5ba0\u574f\u7684\u7528\u6237\uff0c\u4ecd\u9700\u89c2\u5bdf\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u56de\u907f\u5177\u4f53\u8bed\u8a00\u652f\u6301\u7684\u7ec6\u8282\u6765\u770b\uff0c\u5176\u591a\u8bed\u8a00\u5b9e\u73b0\u7684\u6df1\u5ea6\u548c\u5e7f\u5ea6\uff0c\u53ef\u80fd\u662f\u5176\u4ece\u201c\u6709\u8da3\u6982\u5ff5\u201d\u8fc8\u5411\u201c\u5b9e\u7528\u5de5\u5177\u201d\u7684\u7b2c\u4e00\u9053\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cVokabulo\u6982\u5ff5\u5148\u8fdb\uff0c\u5207\u53e3\u7cbe\u51c6\uff0c\u5c55\u73b0\u4e86\u5de5\u5177\u6f14\u5316\u7684\u6b63\u786e\u65b9\u5411\u2014\u2014\u4ece\u901a\u7528\u5b66\u4e60\u8f6c\u5411\u4e2a\u6027\u5316\u3001\u573a\u666f\u5316\u7684\u80fd\u529b\u8865\u7ed9\u7ad9\u3002\u4f46\u5b83\u80fd\u5426\u771f\u6b63\u64ac\u52a8\u201c\u4e2d\u7ea7\u5e73\u53f0\u201d\u8fd9\u5757\u575a\u51b0\uff0c\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u5176\u6280\u672f\u5b9e\u73b0\u7684\u7cbe\u5ea6\uff0c\u66f4\u53d6\u51b3\u4e8e\u80fd\u5426\u6784\u5efa\u4e00\u4e2a\u8db3\u591f\u4e30\u5bcc\u3001\u9ad8\u8d28\u91cf\u7684\u573a\u666f\u8bed\u6599\u751f\u6001\uff0c\u8ba9\u7528\u6237\u6301\u7eed\u611f\u5230\u201c\u7269\u6709\u6240\u503c\u201d\u3002\u5426\u5219\uff0c\u5b83\u6781\u6613\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u8ba9\u7528\u6237\u5174\u594b\u4e09\u5929\u540e\u4fbf\u9057\u5fd8\u7684\u201c\u9ad8\u7ea7\u7b14\u8bb0\u672c\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\">Vokabulo<\/span>\n <\/div>\n<div class=\"comment-content\">Meet Vokabulo, built for expats and professionals using a foreign language every day. Capture words, phrases, and expressions from podcasts, meetings, and articles with context and translation. Use Scenes to prepare for new situations, Community Sets to see what others recommend, and Study to master them fast – even hands-free. Vokabulo is unlike any language tool you\u2019ve used before. Because language isn\u2019t built from words alone. It\u2019s built on context. Vokabulo. For serious learners.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">After 8 months of designing, coding, debugging, and polishing, I\u2019m excited to release Vokabulo into the wild.<\/p>\n<p>I originally built it for myself, but I suspect it may be especially useful for a very specific kind of learner: people who are no longer beginners, yet no longer improving in any satisfying way either. The ones stuck on that long intermediate plateau, with plenty of exposure to the language but still feeling strangely static.<\/p>\n<p>I\u2019m deeply convinced that language learning will never go out of fashion, because language is never just vocabulary or grammar. It is a way into another culture, another rhythm of thought, another way of seeing the world \u2014 in a way no Babel fish ever will.<\/p>\n<p>I did consider making Vokabulo free. Unfortunately, the LLM providers powering it have not yet discovered the joys of philanthropy, and I\u2019m not especially optimistic that their future IPO roadshows will change that. So yes, Vokabulo costs money \u2014 though less than an espresso a week.<\/p>\n<p>I\u2019d love to hear what you think. This is my first app, so please be gentle.<\/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\/@vokabulo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vokabulo<\/a> What language were you targeting first, and how does Vokabulo pull cultural nuances (like idioms or rhythms) into the flashcards beyond straight vocab?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Memcache but for humans! <\/p>\n<\/p>\n<p>Store the useful phrases as you discover them.<\/p>\n<\/p>\n<p>I’m going to have to try this next time I travel <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ryanglambert\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ryanglambert<\/a> Thanks, Ryan. Indeed, always the right words for any situation!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@vokabulo\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vokabulo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vokabulo<\/a>. Will definitely need to give this a try when brushing up on my Dutch. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@paul_richards1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@paul_richards1<\/a> Thank you so much, Paul!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/SVBVCCDT5XKSAU\" class=\"app-title\">Cepien AI<\/a><\/p>\n<div class=\"one-liner\">Ship products & features 120x faster and smarter<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Cepien AI \u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u4ea7\u54c1\u6d1e\u5bdf\u4e0e\u6267\u884c\u5e73\u53f0\uff0c\u901a\u8fc7\u6574\u5408\u4f01\u4e1a\u5185\u5206\u6563\u7684\u6570\u636e\u6e90\uff0c\u81ea\u52a8\u5206\u6790\u7528\u6237\u53cd\u9988\u5e76\u751f\u6210\u53ef\u6267\u884c\u7684\u5efa\u8bae\uff0c\u6700\u7ec8\u501f\u52a9AI\u667a\u80fd\u4f53\u5c06\u5efa\u8bae\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u5f00\u53d1\u4efb\u52a1\uff0c\u5e2e\u52a9\u4ea7\u54c1\u3001\u8bbe\u8ba1\u548c\u7814\u53d1\u56e2\u961f\u5728\u590d\u6742\u6570\u636e\u73af\u5883\u4e2d\u5feb\u901f\u3001\u7cbe\u51c6\u5730\u51b3\u7b56\u548c\u843d\u5730\uff0c\u6781\u5927\u63d0\u5347\u4ea7\u54c1\u8fed\u4ee3\u6548\u7387\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c097b1a8-28a0-46e2-ac8e-7916773d3c1f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6bd856d6-bbd2-4602-ad36-91e6ff6bc422.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/aefecfb8-44bf-444e-b2c9-72ce0f9828ce.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/81b61689-c56e-468a-adbb-8b6667969136.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a0785315-e49a-41ea-aaae-801d192f805f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18ac6946-5133-4d35-8fcf-c53e410a4963.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f7317aa-bc70-4516-a9e3-98e585582709.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\/5111c4d8-a09f-4dfd-a6cb-fae1b339fc99.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/mXGfgCYG1Qk?si=PJDXc9Oa3f1DzvCK\"><source src=\"https:\/\/youtu.be\/mXGfgCYG1Qk?si=PJDXc9Oa3f1DzvCK\" 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\">Analytics<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ea7\u54c1\u6d1e\u5bdf<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u6574\u5408\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\u53cd\u9988\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u6267\u884c<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u7ba1\u7406\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8de8\u90e8\u95e8\u534f\u540c<\/span><br \/>\n <span class=\"tag\">\u9700\u6c42\u8f6c\u5316<\/span><br \/>\n <span class=\"tag\">Jira\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u51b3\u7b56\u652f\u6301<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u6570\u636e\u5206\u6563\u3001\u6d1e\u5bdf\u63d0\u53d6\u8d39\u65f6\u8d39\u529b\u7684\u6838\u5fc3\u75db\u70b9\u3002\u6709\u6548\u8bc4\u8bba\u8ba4\u53ef\u5176\u89e3\u51b3\u5de5\u5177\u6cdb\u6ee5\u3001\u4f9d\u8d56\u76f4\u89c9\u51b3\u7b56\u7684\u95ee\u9898\uff0c\u5e76\u5f3a\u8c03\u5176\u4e0e\u4e1a\u52a1\u76ee\u6807\u5bf9\u9f50\u7684\u72ec\u7279\u6027\u3002\u7528\u6237\u671f\u5f85\u4ea7\u54c1\u80fd\u6539\u53d8\u56e2\u961f\u534f\u4f5c\u65b9\u5f0f\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u4ef7\u503c\u4e3b\u5f20\u6e05\u6670\u5ea6\u3001\u8f93\u51fa\u6210\u679c\u7684\u5b9e\u7528\u6027\u4ee5\u53ca\u66f4\u591a\u6570\u636e\u6e90\u96c6\u6210\u9700\u6c42\u4e0a\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 Cepien AI \u63cf\u7ed8\u4e86\u4e00\u4e2a\u4ece\u201c\u6570\u636e\u6cbc\u6cfd\u201d\u5230\u201c\u6267\u884c\u6307\u4ee4\u201d\u7684\u7ec8\u6781\u81ea\u52a8\u5316\u613f\u666f\uff0c\u5176\u91ce\u5fc3\u8fdc\u4e0d\u6b62\u4e8e\u53c8\u4e00\u4e2aAI\u6d1e\u5bdf\u4eea\u8868\u76d8\u3002\u5b83\u8bd5\u56fe\u6210\u4e3a\u6a2a\u8de8\u6570\u636e\u6574\u5408\u3001\u6a21\u5f0f\u8bc6\u522b\u3001\u4f18\u5148\u7ea7\u5224\u5b9a\u4e43\u81f3\u4efb\u52a1\u521b\u5efa\u7684\u5168\u6808\u5f0f\u4e2d\u67a2\u795e\u7ecf\u7cfb\u7edf\u3002\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53d1\u73b0\u201d\u95ee\u9898\u2014\u2014\u5e02\u9762\u4e0a\u5df2\u6709\u4f17\u591a\u5206\u6790\u5de5\u5177\uff0c\u800c\u5728\u4e8e\u7528\u201c\u5f71\u54cd\u5206\u6570\u201d\u548c\u201c\u76ee\u6807\u5bf9\u9f50\u201d\u4e3a\u6d77\u91cf\u95ee\u9898\u5efa\u7acb\u4e86\u7ecf\u6d4e\u5b66\u7684\u4f18\u5148\u7ea7\u6392\u5e8f\uff0c\u5e76\u76f4\u63a5\u6865\u63a5\u5230\u6267\u884c\u5c42\uff08Jira, Figma, Cursor\uff09\u3002\u8fd9\u76f4\u51fb\u4e86\u73b0\u4ee3\u4ea7\u54c1\u56e2\u961f\u7684\u6838\u5fc3\u762b\u75ea\u70b9\uff1a\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u884c\u52a8\u8131\u8282\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6700\u5927\u7684\u6311\u6218\u4e5f\u8574\u85cf\u4e8e\u6b64\u3002\u9996\u5148\uff0c\u201c\u8fde\u63a5\u6240\u6709\u6570\u636e\u201d\u662f\u6280\u672f\u3001\u5b89\u5168\u548c\u7ec4\u7ec7\u5c42\u9762\u7684\u5de8\u5927\u9e3f\u6c9f\uff0c\u5c24\u5176\u662f\u5728\u6574\u5408\u9500\u552e\u3001\u8425\u9500\u7b49\u654f\u611f\u4e1a\u52a1\u6570\u636e\u65f6\u3002\u5176\u6b21\uff0c\u5c06\u6a21\u7cca\u7684\u201c\u63a8\u8350\u201d\u81ea\u52a8\u8f6c\u5316\u4e3a\u5408\u683c\u7684\u5f00\u53d1\u4efb\u52a1\u6216\u8bbe\u8ba1\u7a3f\uff0c\u9700\u8981AI\u667a\u80fd\u4f53\u5177\u5907\u8fd1\u4e4e\u8d44\u6df1\u4ea7\u54c1\u7ecf\u7406\u7684\u7406\u89e3\u529b\u4e0e\u4e0a\u4e0b\u6587\u628a\u63e1\u80fd\u529b\uff0c\u5f53\u524d\u6280\u672f\u80fd\u5426\u53ef\u9760\u4ea4\u4ed8\u5b58\u7591\uff0c\u53ef\u80fd\u4ecd\u9700\u5927\u91cf\u4eba\u5de5\u590d\u6838\u3002\u6700\u540e\uff0c\u5176\u6210\u529f\u9ad8\u5ea6\u4f9d\u8d56\u9884\u8bbe\u7684\u201c\u4e1a\u52a1\/\u4ea7\u54c1\/\u53ef\u7528\u6027\u76ee\u6807\u201d\u662f\u5426\u5408\u7406\uff0c\u82e5\u76ee\u6807\u672c\u8eab\u6709\u504f\u5dee\uff0c\u6574\u4e2a\u81ea\u52a8\u5316\u7ba1\u9053\u5c06\u9ad8\u6548\u5730\u8dd1\u5411\u9519\u8bef\u65b9\u5411\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u76ee\u524d\u7684\u4f4e\u6295\u7968\u6570\u53ef\u80fd\u53cd\u6620\u4e86\u5176\u6982\u5ff5\u7684\u8d85\u524d\u6027\u4e0e\u5e02\u573a\u9a8c\u8bc1\u7684\u65e9\u671f\u72b6\u6001\u3002\u5b83\u5e76\u975e\u89e3\u51b3\u8868\u9762\u6548\u7387\u95ee\u9898\uff0c\u800c\u662f\u8bd5\u56fe\u91cd\u5851\u4ea7\u54c1\u5f00\u53d1\u7684\u6838\u5fc3\u5de5\u4f5c\u6d41\u3002\u82e5\u5176AI\u6267\u884c\u5c42\u7684\u53ef\u9760\u6027\u5f97\u5230\u9a8c\u8bc1\uff0c\u5b83\u5c06\u4ece\u201c\u667a\u80fd\u52a9\u624b\u201d\u5347\u7ea7\u4e3a\u201c\u4ee3\u7406\u534f\u4f5c\u8005\u201d\uff0c\u4ef7\u503c\u5de8\u5927\uff1b\u82e5\u6267\u884c\u5c42\u8584\u5f31\uff0c\u5219\u53ef\u80fd\u6ca6\u4e3a\u53e6\u4e00\u4e2a\u6602\u8d35\u7684\u6d1e\u5bdf\u62a5\u544a\u5de5\u5177\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\uff0c\u80fd\u5426\u5728\u201c\u5168\u81ea\u52a8\u9b54\u6cd5\u201d\u4e0e\u201c\u4eba\u7c7b\u5173\u952e\u63a7\u5236\u201d\u4e4b\u95f4\u627e\u5230\u771f\u6b63\u53ef\u4fe1\u8d56\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\">Cepien AI<\/span>\n <\/div>\n<div class=\"comment-content\">Cepien AI connects all your scattered data, feedback, analytics, research, business, sales, support tools, and more, then automatically discovers patterns, tags user issues, generates clear insights, and actionable recommendations, with in-depth impact score analysis on your business, product, and usability goals, alongside agentic workforce that turns recommendations into Jira Tickets, Notion PRDs, Figma designs, and even code in Cursor, Claude, and so much more.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \u2014 I\u2019m Yan, founder of Cepien AI.<\/p>\n<p>I started Cepien AI because digging through scattered data for insights, sucked! I’ve experienced it first hand in my career as UXer and Product Designer, in over two decades of design and product career, I learned that truly understand what users need, not just want, requires a full 360 degree view of data and analytics, that lives in a bunch of different places across organizations we work at. <\/p>\n<p>Of course there are a bunch of different tools for turning your user feedback into beautiful graphs, and charts and some sort of AI co-pilot based insight summaries that you have to spend hours promoting your way to something useful. But sadly, none of them includes sales motions, marketing data, behavioral analytics, and so much more rich data that is available but not utilized.<\/p>\n<p>Cepien AI connects those sources, automatically discovers and tags user issues, groups patterns, ties them to business\/product\/usability goals, and turns them into clear insights, actionable recommendations and passes it to agent that help you ship.<\/p>\n<p>No need to prompt your way to value, Cepien does all the heavy lifting, from scattered raw data, to clear insights, recommendations, and agentic execution, all in a single pipeline.<\/p>\n<p>A few things Cepien can do:<\/p>\n<p>Unify your entire data<br \/>Automatically uncover, tag and organize user issues<br \/>Show you clear insights and generate actionable recommendations<br \/>Show a direct impact of each insight & recommendation on your business, product, and usability goals.<br \/>Have agents turn recommendations into Jira tickets, PRDs, Cursor code, or Figma wireframes.<\/p>\n<p>We\u2019re building this for product, design, research, and CX teams that want to move faster, with clarity and confidence.<\/p>\n<p>For this launch, I\u2019d love feedback on three things:<\/p>\n<p>– Is the value prop immediately clear?<br \/>– Which output is most useful to you: tagged issues, clear insights, actionable recommendations, or agentic execution?<br \/>– What source integrations would make this most valuable in your workflow?<\/p>\n<p>We\u2019re excited to share Cepien with you. Thanks for taking a look.<\/p>\n<\/p>\n<p><a href=\"https:\/\/youtube.com\/shorts\/1_zUSD1g-FM?feature=share\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">A quick note from me.<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@yan_grinshtein\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yan_grinshtein<\/a> Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We feel this deeply at Moio. Scattered signals, too many tools, decisions made on gut. The goal alignment piece is what sets this apart from just another insights dashboard. Congrats on the launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this product, it will change the way product teams work (without replacing them, but by empowering every person to make better product decisions!) \ud83d\udc9c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4I6UZOMWD24RMF\" class=\"app-title\">CroozLink<\/a><\/p>\n<div class=\"one-liner\">The all-in-one business platform for professionals.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">7<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>CroozLink\u662f\u4e00\u6b3e\u4e00\u4f53\u5316\u5546\u4e1a\u5e73\u53f0\uff0c\u901a\u8fc7\u6574\u5408\u65e5\u7a0b\u5b89\u6392\u3001\u6587\u4ef6\u8ffd\u8e2a\u3001\u7535\u5b50\u7b7e\u540d\u548c\u652f\u4ed8\u7b49\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u9ad8\u4ef7\u503c\u4e13\u4e1a\u4eba\u58eb\u5728\u5ba2\u6237 onboarding \u8fc7\u7a0b\u4e2d\u5de5\u5177\u5206\u6563\u3001\u6d41\u7a0b\u65ad\u88c2\u3001\u4fe1\u4efb\u611f\u964d\u4f4e\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/7a69ce92-40ae-409e-873c-c6b94d2ecafd.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/p4jP4w9kBAw\"><source src=\"https:\/\/youtu.be\/p4jP4w9kBAw\" 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\/0280af7b-41f9-4261-a6e5-b81f34096eac.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9ce6373-a3e4-4542-820c-046d959e003c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f144ae63-949f-4873-82d0-8a2f9e45f9d4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/02c450a4-58f0-4459-b973-d9cf60f9bd98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2aee63f8-1304-476b-b98b-9c8a051df7a4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8816e005-b9bb-4a60-b79e-19b21be1b7fb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6d0e5208-ffb1-4f80-9218-b6f3d7319feb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ed692795-1cc9-4243-bd61-631ee32b3afe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ffbca126-09b9-4b4e-ad10-76d637f3409b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9b749eb1-1b2d-424c-87a6-cb4d46abce13.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e895f1a8-408a-411c-aa32-6177ceb4ffdc.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\">Meetings<\/span><br \/>\n <span class=\"tag\">Business<\/span><br \/>\n <span class=\"tag\">Consulting<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e00\u4f53\u5316\u5546\u4e1a\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">SaaS\u5de5\u5177\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u4eba\u58eb\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u65c5\u7a0b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u53d9\u4e8b<\/span><br \/>\n <span class=\"tag\">\u94fe\u63a5\u7f29\u77ed\u4e0e\u7ebf\u7d22\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u66ff\u4ee3Calendly\/DocuSign<\/span><br \/>\n <span class=\"tag\">\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">NVIDIA\u521d\u521b\u8ba1\u5212<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u521b\u59cb\u4eba\u81ea\u8ff0\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u7684\u5de5\u5177\u5206\u6563\u3001\u6d41\u7a0b\u6469\u64e6\u548c\u4fe1\u4efb\u611f\u95ee\u9898\u3002\u53e6\u4e00\u4f4d\u7528\u6237\u8bc4\u8bba\u79f0\u8d5e\u5176\u201c\u5316\u6df7\u4e71\u4e3a\u6e05\u6670\u201d\u3002\u8bc4\u8bba\u6574\u4f53\u79ef\u6781\uff0c\u4f46\u7f3a\u4e4f\u6765\u81ea\u771f\u5b9e\u65e9\u671f\u7528\u6237\u7684\u6df1\u5ea6\u4f7f\u7528\u53cd\u9988\u6216\u5177\u4f53\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CroozLink\u7684\u53d9\u4e8b\u6838\u5fc3\u662f\u201c\u6574\u5408\u201d\u4e0e\u201c\u53d9\u4e8b\u5316\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u7f57\u5217\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u91cd\u6784\u9ad8\u4ef7\u503c\u670d\u52a1\u63d0\u4f9b\u8005\u7684\u6570\u5b57\u4e13\u4e1a\u8eab\u4efd\u3002\u4ea7\u54c1\u654f\u9510\u5730\u6293\u4f4f\u4e86\u201c\u6ea2\u4ef7\u670d\u52a1\u4e0e\u5ec9\u4ef7\u5de5\u5177\u94fe\u201d\u4e4b\u95f4\u7684\u8ba4\u77e5\u5931\u8c03\u75db\u70b9\u2014\u2014\u5f53\u54a8\u8be2\u8d39\u9ad8\u8fbe\u6570\u4e07\u65f6\uff0c\u4f7f\u7528\u4e00\u5806\u901a\u7528\u3001\u5272\u88c2\u7684\u514d\u8d39\u6216\u5ec9\u4ef7\u5de5\u5177\uff0c\u4f1a\u65e0\u5f62\u4e2d\u7a00\u91ca\u4e13\u4e1a\u6743\u5a01\u3001\u4e2d\u65ad\u4ea4\u4ed8\u5fc3\u6d41\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c**\u201c\u4e00\u4f53\u5316\u201d\u7684\u6096\u8bba**\uff1a\u5b83\u65e8\u5728\u66ff\u4ee3\u591a\u4e2a\u5782\u76f4\u9886\u57df\u7684\u5934\u90e8\u4ea7\u54c1\uff08\u5982Calendly, DocuSign\uff09\uff0c\u8fd9\u4e9b\u4ea7\u54c1\u4e4b\u6240\u4ee5\u6210\u529f\uff0c\u6e90\u4e8e\u5176\u529f\u80fd\u7684\u6df1\u5ea6\u4e0e\u53ef\u9760\u6027\u3002CroozLink\u4f5c\u4e3a\u5e73\u53f0\uff0c\u5fc5\u987b\u5728\u6bcf\u4e2a\u7ec6\u5206\u529f\u80fd\u4e0a\u90fd\u8fbe\u5230\u201c\u53ef\u7528\u7ea7\u201d\u4ee5\u4e0a\uff0c\u5426\u5219\u7528\u6237\u4f1a\u56e0\u67d0\u4e00\u73af\u8282\u7684\u4e0d\u8db3\u800c\u653e\u5f03\u6574\u4e2a\u5e73\u53f0\u3002\u5176\u6b21\uff0c**\u201cAI\u53d9\u4e8b\u201d\u7684\u4ef7\u503c\u9700\u8981\u9a8c\u8bc1**\u3002\u5c06\u4e2a\u4eba\u4e13\u4e1a\u5386\u7a0b\u8f6c\u5316\u4e3a\u4e92\u52a8\u6545\u4e8b\u662f\u4e00\u4e2a\u65b0\u9896\u7684\u5356\u70b9\uff0c\u4f46\u5176\u5b9e\u9645\u8f6c\u5316\u6548\u679c\u3001\u662f\u5426\u4f1a\u88ab\u7528\u6237\u89c6\u4e3a\u201c\u534e\u800c\u4e0d\u5b9e\u201d\uff0c\u4ecd\u9700\u5e02\u573a\u68c0\u9a8c\u3002\u6700\u540e\uff0c**\u76ee\u6807\u7528\u6237\u7fa4\u7684\u7cbe\u51c6\u5ea6**\u3002\u4ea7\u54c1\u5b9a\u4f4d\u201c\u9ad8\u51c0\u503c\u987e\u95ee\u548c\u517c\u804c\u9ad8\u7ba1\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u5bf9\u6548\u7387\u654f\u611f\u4f46\u66f4\u5bf9\u7ed3\u679c\u548c\u4fe1\u4efb\u654f\u611f\u7684\u5c0f\u4f17\u7fa4\u4f53\u3002\u5982\u4f55\u7a7f\u900f\u5e76\u8bf4\u670d\u8fd9\u7fa4\u5df2\u88ab\u73b0\u6709\u5de5\u5177\u94fe\u201c\u9a6f\u5316\u201d\u7684\u7528\u6237\u8fc1\u79fb\uff0c\u662f\u589e\u957f\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u52a0\u5165NVIDIA Inception\u8ba1\u5212\u4e3a\u5176\u589e\u6dfb\u4e86\u6280\u672f\u80cc\u4e66\uff0c\u4f46\u4ea7\u54c1\u672c\u8d28\u662f\u5e94\u7528\u5c42\u521b\u65b0\uff0c\u800c\u975e\u5e95\u5c42AI\u7a81\u7834\u3002\u5176\u6700\u5de7\u5999\u7684\u8bbe\u8ba1\u6216\u8bb8\u662fCrooz.to\u77ed\u94fe\uff0c\u5b83\u8bd5\u56fe\u89e3\u51b3\u5916\u90e8\u5185\u5bb9\u5f15\u6d41\u5bfc\u81f4\u7684\u7ebf\u7d22\u6d41\u5931\uff0c\u8fd9\u4f53\u73b0\u4e86\u4ea7\u54c1\u5bf9\u201c\u79c1\u57df\u201d\u6d41\u91cf\u7684\u6df1\u5ea6\u601d\u8003\u3002\u603b\u4f53\u800c\u8a00\uff0cCroozLink\u662f\u4e00\u4e2a\u601d\u8def\u6e05\u6670\u3001\u76f4\u51fb\u75db\u70b9\u7684\u4ea7\u54c1\uff0c\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u6267\u884c\u6df1\u5ea6\u80fd\u5426\u652f\u6491\u5176\u6574\u5408\u91ce\u5fc3\uff0c\u4ee5\u53ca\u5176\u201c\u53d9\u4e8b\u6784\u5efa\u6743\u5a01\u201d\u7684\u4ef7\u503c\u4e3b\u5f20\u80fd\u5426\u88ab\u76ee\u6807\u7528\u6237\u771f\u5207\u611f\u77e5\u5e76\u4e70\u5355\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\">CroozLink<\/span>\n <\/div>\n<div class=\"comment-content\">The all-in-one business platform for professionals. Replace Calendly, DocuSign, DocSend, and $200+\/month in scattered tools. Instead of a dead list of links and a boring website, Crooz AI turns your professional journey into a narrative that builds instant authority. No more making clients switch between 5 different apps. Book meetings, share tracked decks, sign agreements, and collect payments – all in one place. We are also incredibly proud to be a part of the NVIDIA Inception Program.<\/div>\n<\/p><\/div>\n<p> <\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt!<\/p>\n<p>I’m Tanmay, Founder of CroozLink.<\/p>\n<p>High-ticket consultants and fractional executives struggle with a frustrating problem: they deliver premium expertise, but their online onboarding is a scattered mess.<\/p>\n<p>Sending a high-value client to a basic website, then to Calendly to book a call, then to DocSend for a proposal, DocuSign for an NDA, and finally an external payment gateway – that is $200+\/month in scattered tools that break trust and completely kills momentum. I realized there was no single, unified space for professionals to run their entire client journey.<\/p>\n<p>I built CroozLink to fix this. It is a professional business platform designed to eliminate tool-hopping and friction. You can finally replace that scattered costly stack.<\/p>\n<p>Instead of a dead list of links and a boring website, our Crooz AI turns your professional journey into an interactive story. Your CTAs are naturally woven into this narrative, so your pitch never feels salesy but instantly builds authority. We have native scheduling (to replace Calendly), tracked pitch decks (to replace DocSend), e-signatures (to replace DocuSign), and a 0% commission storefront where payments go directly to your Stripe account.<\/p>\n<p>We also built Crooz.to, a smart link shortener that actually protects your leads. Unlike Bitly, where a user clicks and leaves your ecosystem, our Crooz.to links (like crooz.to\/article) open the external content directly inside your CroozLink profile. You never lose the lead.<\/p>\n<p>There is a lot more under the hood (lead collectors, live messaging, and Google Reviews import) but I want to keep this brief. It is all bundled into a single $29\/month plan so you never have to deal with annoying upsells later. We are also incredibly proud to be a part of the NVIDIA Inception Program.<\/p>\n<p>You can see a live example of a professional platform here: croozl.ink\/marcus<\/p>\n<p>As a thank you to the PH community for supporting croozlink, use code FL7O37FLG7 for a 15% discount (valid for the next 30 days).<\/p>\n<p>I would love to hear from other founders, consultants, and professionals here: How do you currently manage your client onboarding stack, and what is the biggest point of friction you face right now?<\/p>\n<p>Thanks for having me!<\/p>\n<p>– Tanmay Agarwal<\/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\/@vichaarit\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vichaarit<\/a> Congrats on the launch! Business platform for professionals looks genuinely interesting.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Finally , a solution that replaces chaos with clarity. Love this tool<\/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<\/article>\n<\/div>\n<p><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function addTouchOptimization() {\n if (isMobile) {\n \/\/ 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