{"id":144,"date":"2026-02-26T11:16:27","date_gmt":"2026-02-26T03:16:27","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/02\/26\/2026-02-25\/"},"modified":"2026-02-26T11:16:27","modified_gmt":"2026-02-26T03:16:27","slug":"2026-02-25","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/02\/26\/2026-02-25\/","title":{"rendered":"PH\u70ed\u699c | 2026-02-25"},"content":{"rendered":"


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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-02-25<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-02-25<\/h1>\n<p> <!-- \u5c55\u793aapp\u5361\u7247 --><\/p>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#1<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/3UMQDS2622AQCL\" class=\"app-title\">KiloClaw<\/a><\/p>\n<div class=\"one-liner\">Hosted OpenClaw. No Mac mini required.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">561<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>KiloClaw \u662f\u4e00\u6b3e\u5168\u6258\u7ba1\u7684 OpenClaw \u6258\u7ba1\u670d\u52a1\uff0c\u901a\u8fc7\u4e00\u952e\u90e8\u7f72\u3001\u7edf\u4e00\u7ba1\u7406\u57fa\u7840\u8bbe\u65bd\u548c\u66f4\u65b0\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u548c\u56e2\u961f\u5728\u672c\u5730\u90e8\u7f72\u5f00\u6e90AI\u667a\u80fd\u4f53\u65f6\u9762\u4e34\u7684\u590d\u6742\u914d\u7f6e\u3001\u8fd0\u7ef4\u8d1f\u62c5\u548c\u9ad8\u6602\u65f6\u95f4\u6210\u672c\u7b49\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/98bb6425-b3e9-442b-89ed-6f47d4ed69d3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/88c7fe16-cbab-4cd2-a729-10ae800a4e8a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e0d7b32d-e896-4926-b465-a6b6f6bdc77e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8572bc66-11c1-4634-b16b-7a3153c3b39f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/11260c8b-831e-4a5c-8b7e-3d5e663f88d4.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\/c91a55c4-d340-470a-86dd-e1fb73a37d8d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/DamqaUaCwDw\"><source src=\"https:\/\/youtu.be\/DamqaUaCwDw\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u6a21\u578b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e00\u952e\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u8fd0\u7ef4\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e91\u8ba1\u7b97\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6\u5373\u670d\u52a1<\/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\u5927\u5e45\u964d\u4f4e\u4e86OpenClaw\u7684\u4f7f\u7528\u95e8\u69db\uff0c\u89e3\u51b3\u4e86\u81ea\u6258\u7ba1\u65f6\u7684\u914d\u7f6e\u548c\u8fd0\u7ef4\u5669\u68a6\u3002\u6838\u5fc3\u4e89\u8bae\u70b9\u5728\u4e8e\u6258\u7ba1\u6a21\u5f0f\u4e0eOpenClaw\u201c\u672c\u5730\u4f18\u5148\u201d\u9690\u79c1\u521d\u8877\u7684\u80cc\u79bb\uff0c\u7528\u6237\u5f3a\u70c8\u8981\u6c42\u660e\u786e\u6570\u636e\u5b89\u5168\u7b56\u7565\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u4f01\u4e1a\u7ea7\u529f\u80fd\uff08\u5982\u4e13\u5c5e\u5b9e\u4f8b\uff09\u548c\u8de8\u591a\u6a21\u578b\u96c6\u6210\u7684\u6280\u672f\u7ec6\u8282\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n KiloClaw \u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u6b63\u5728\u5f62\u6210\u7684\u5e02\u573a\u65ad\u5c42\uff1a\u5c06\u6781\u5177\u6f5c\u529b\u4f46\u90e8\u7f72\u8fd0\u7ef4\u6781\u5176\u590d\u6742\u7684\u5f00\u6e90AI\u9879\u76ee\uff08\u5982OpenClaw\uff09\u4ea7\u54c1\u5316\u3002\u5b83\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u6280\u672f\u521b\u65b0\uff0c\u800c\u662f\u201c\u590d\u6742\u6027\u7684\u5c01\u88c5\u201d\u548c\u201c\u751f\u4ea7\u529b\u7684\u8f6c\u79fb\u201d\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\uff0c\u65e9\u671f\u5c1d\u9c9c\u8005\u613f\u610f\u4e3a\u63a2\u7d22\u5c16\u7aef\u6280\u672f\u4ed8\u51fa\u8fd0\u7ef4\u4ee3\u4ef7\uff0c\u4f46\u5927\u4f17\u5e02\u573a\u9700\u8981\u7684\u662f\u5f00\u7bb1\u5373\u7528\u7684\u53ef\u9760\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u4ea7\u54c1\u539f\u6559\u65e8\u4e3b\u4e49\u4e4b\u95f4\u5b58\u5728\u7740\u6839\u672c\u6027\u5f20\u529b\u3002OpenClaw \u7684\u9b45\u529b\u90e8\u5206\u6e90\u4e8e\u5176\u201c\u4e2a\u4eba\/\u672c\u5730\u201d\u5c5e\u6027\uff0c\u8fd9\u662f\u5bf9\u6570\u636e\u4e3b\u6743\u548c\u9690\u79c1\u7684\u627f\u8bfa\u3002KiloClaw \u5c06\u5176\u4e91\u7aef\u5316\uff0c\u867d\u7136\u5e26\u6765\u4e86\u4fbf\u5229\uff0c\u5374\u4e5f\u91cd\u65b0\u5f15\u5165\u4e86\u7528\u6237\u8bd5\u56fe\u89c4\u907f\u7684\u7b2c\u4e09\u65b9\u6570\u636e\u98ce\u9669\u3002\u8bc4\u8bba\u533a\u5c16\u9510\u7684\u9690\u79c1\u8d28\u7591\uff0c\u76f4\u6307\u5176\u4ef7\u503c\u4e3b\u5f20\u7684\u8f6f\u808b\u3002\u8fd9\u4e0d\u4ec5\u662f\u529f\u80fd\u95ee\u9898\uff0c\u66f4\u662f\u4fe1\u4efb\u95ee\u9898\u3002KiloClaw \u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u63d0\u4f9b\u4e91\u4fbf\u5229\u7684\u540c\u65f6\uff0c\u901a\u8fc7\u6280\u672f\u67b6\u6784\uff08\u5982\u7aef\u5230\u7aef\u52a0\u5bc6\u3001\u65e0\u65e5\u5fd7\u7b56\u7565\uff09\u6216\u90e8\u7f72\u9009\u9879\uff08\u4f01\u4e1a\u4e13\u5c5e\u4e91\u3001\u672c\u5730\u6df7\u5408\u65b9\u6848\uff09\u91cd\u5efa\u582a\u6bd4\u672c\u5730\u7684\u4fe1\u4efb\u8fb9\u754c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u91cd\u590d\u4e86\u5f00\u6e90\u8f6f\u4ef6\u5546\u4e1a\u5316\u7684\u7ecf\u5178\u8def\u5f84\uff1a\u4ece\u201c\u81ea\u5df1\u52a8\u624b\u201d\u5230\u201c\u4e13\u4e1a\u6258\u7ba1\u201d\u3002\u4f46AI\u667a\u80fd\u4f53\u5904\u7406\u7684\u662f\u9ad8\u5ea6\u654f\u611f\u7684\u4e2a\u4eba\u548c\u5de5\u4f5c\u6d41\u6570\u636e\uff0c\u8fd9\u4f7f\u5f97\u201c\u6570\u636e\u4f4f\u5728\u54ea\u91cc\u201d\u6bd4\u201c\u6570\u636e\u5e93\u4f4f\u5728\u54ea\u91cc\u201d\u66f4\u4e3a\u5173\u952e\u3002KiloClaw \u82e5\u4e0d\u80fd\u5c06\u9690\u79c1\u5408\u89c4\u63d0\u5347\u81f3\u4e0e\u4fbf\u6377\u6027\u540c\u7b49\u7684\u6838\u5fc3\u5356\u70b9\uff0c\u5176\u53d1\u5c55\u53ef\u80fd\u5c06\u53d7\u9650\u4e8e\u5bf9\u9690\u79c1\u4e0d\u654f\u611f\u7684\u7528\u4f8b\uff0c\u6216\u5728\u9762\u4e34\u66f4\u4e25\u683c\u76d1\u7ba1\u7684\u884c\u4e1a\u5e02\u573a\u9047\u51b7\u3002\u5b83\u7684\u771f\u6b63\u8003\u9a8c\uff0c\u5728\u4e8e\u5982\u4f55\u5c06\u201c\u53ef\u63a7\u7684\u4fbf\u5229\u201d\u800c\u975e\u201c\u5355\u7eaf\u7684\u4fbf\u5229\u201d\uff0c\u6253\u9020\u6210\u81ea\u5df1\u7684\u62a4\u57ce\u6cb3\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\">KiloClaw<\/span>\n <\/div>\n<div class=\"comment-content\">OpenClaw is the most popular open source AI agent on the planet. Running it yourself? That’s the hard part. KiloClaw is a fully managed, hosted version of OpenClaw. We handle the infrastructure, security, updates, and monitoring so you can focus on what your agent actually does – not keeping it alive.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>If you’ve played around with <a href=\"https:\/\/www.producthunt.com\/products\/clawdbot-2\" target=\"_blank\" rel=\"noopener\">@OpenClaw<\/a>, you know the drill: 30-60 minutes of SSH, environment config, dependency juggling, unexpected crashes, and manual updates… It’s fun at first, then we move on.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.producthunt.com\/products\/kiloclaw\" target=\"_blank\" rel=\"noopener\">@KiloClaw<\/a> fixes this:<\/p>\n<ul>\n<li>\n<p>One-click deploy<\/p>\n<\/li>\n<li>\n<p>50+ chat platforms<\/p>\n<\/li>\n<li>\n<p>500+ AI models via <a href=\"https:\/\/www.producthunt.com\/products\/kilocode\" target=\"_blank\" rel=\"noopener\">@Kilo Code<\/a><\/p>\n<\/li>\n<\/ul>\n<p>OpenClaw is awesome. KiloClaw makes it accessible to everyone: <a href=\"https:\/\/kilo.ai\/kiloclaw?ref=producthunt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">kilo.ai\/kiloclaw<\/a> – Thank you, ?makers<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>49<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@fmerian\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fmerian<\/a> I had big wall to make open claw system, although I think I need to use. KiloClaw will be my best solution, 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>Interesting launch \u2014 but I think there\u2019s an important elephant in the room here.<\/p>\n<p>Tools like OpenClaw and other \u201cpersonal AI assistants\u201d were compelling largely because they aimed to keep computation and data local. Once you move that into a hosted\/cloud environment, you reintroduce the exact risk many users were trying to avoid: <strong>PII, system context, files, and behavioral data flowing to third-party infrastructure<\/strong>.<\/p>\n<p>If sensitive prompts, logs, or system-level interactions are still traversing cloud endpoints, doesn\u2019t that fundamentally defeat the purpose of a personal\/local-first AI assistant?<\/p>\n<p>I\u2019d really like to see clear documentation around:<br \/>\u2013 What data leaves the user\u2019s machine<br \/>\u2013 What is stored, for how long<br \/>\u2013 Whether any telemetry or logs are retained<br \/>\u2013 How you prevent unintended data exfiltration<\/p>\n<p>Convenience is great \u2014 but privacy is the whole value proposition here. Without strong guarantees, this just becomes another cloud AI wrapper.<\/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\/@shivansh_anand_srivastava1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shivansh_anand_srivastava1<\/a> Totally agree! And we’re working on a security white paper to bring clarity here. Do you think that would help? As a preview I’ve attached the current draft’s outline below.<\/p>\n<\/p>\n<p>I also wrote about how I think about separation for my OWN OpenClaw instance here: <a href=\"https:\/\/blog.kilo.ai\/p\/open-claw-is-my-intern?utm_source=publication-search\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/blog.kilo.ai\/p\/open-claw-is-my-intern?utm_source=publication-search<\/a>. Would love to know your thoughts on that.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/00f1ac39-2df8-4e39-a0f9-5a44c34e2e3e.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>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\/@shivansh_anand_srivastava1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shivansh_anand_srivastava1<\/a> This is a really important point.<\/p>\n<p>A lot of AI tooling conversations focus on convenience first and infrastructure second \u2014 but once sensitive workflows are involved, architecture matters more than UX.<\/p>\n<p>We\u2019ve seen a similar dynamic in fundraising infrastructure. Founders optimise for speed (more outreach, more automation), but the real risk sits in how capital exposure, data rooms, and investor interaction are structured underneath.<\/p>\n<p>Clarity around:<br \/>\u2013 What data leaves the system<br \/>\u2013 Where it\u2019s processed<br \/>\u2013 How logs are handled<br \/>\u2013 What is structurally retained<\/p>\n<p>\u2026is what separates \u201cwrapper convenience\u201d from institutional infrastructure.<\/p>\n<p>Appreciate you raising this \u2014 these are the right questions for any platform that touches high-signal workflows.<\/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\">Finally.<br \/>\nIt’s is incredible, but between dependency hell, unexpected bills, and the 3 a.m. ‘why is it down again?’ panic\u2014running it myself was a second job.<br \/>\nKiloClaw sounds like the exact off-ramp I\u2019ve been waiting for.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@abod_rehman this must be a comment made by a bot<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> thanks!<\/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>framing this! Let’s <a href=\"https:\/\/x.com\/fmerian\/status\/2026579930683945193?s=46\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">spread the word on X<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is one of best products i have ever seen this year! cheers for 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> awesome! Thanks so much for giving it a try.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>framing this! let’s <a href=\"https:\/\/x.com\/kilocode\/status\/2026727778867900614?s=20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">spread the word on X<\/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>Tried OpenClaw earlier and honestly couldn’t get through the setup. It felt powerful but the time and infra needed to get it running was a blocker. I even needed my tech team to set it up, that didn’t happen because we couldn’t align the timing. <\/p>\n<p>Would like to try KiloClaw to understand how this part is simplified. <\/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>you’re spot on, Shreya – hopefully <a href=\"https:\/\/www.producthunt.com\/products\/kiloclaw\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kiloclaw\" target=\"_blank\" rel=\"noopener\">@KiloClaw<\/a> makes it easier (and faster) to fully leverage <a href=\"https:\/\/www.producthunt.com\/products\/clawdbot-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"clawdbot-2\" target=\"_blank\" rel=\"noopener\">@OpenClaw<\/a>. <\/p>\n<p>do you already have specific needs\/use cases in mind? looking forward to your thoughts<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> This comment is of very high quality.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@shreya_chaurasia19\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreya_chaurasia19<\/a> give it a try while it’s in the free trial period and let us know what you think! OpenClaw is still so new and raw but we’re hoping this helps smooth over <em>some<\/em> of the rough edges.<\/p>\n<\/p>\n<p>If you try it I’d be super interested in how well you think our beta has done 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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The move from self-hosted to managed infra follows the same arc as databases a decade ago \u2014 same privacy debate, same setup\/maintenance tax, same eventual outcome. Most teams traded local control for managed convenience once the offering was mature enough. Curious if dedicated instances for teams with stricter data requirements are on the roadmap?<\/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\/@giammbo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@giammbo<\/a> currently this is only on our personal plans, so we plan to add it to our Teams and Enterprise plans with exactly what I think you’re thinking there – the ability for organizations to deploy these tools in a way that they can understand and control while still giving their teams the power of these new tools<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/clawdbot-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"clawdbot-2\" target=\"_blank\" rel=\"noopener\">@OpenClaw<\/a> finally showed us what a real personal AI might look like. But even as my non-technical friends started hearing about it the setup and maintenance of it was too cumbersome for developers – much less everyone.<\/p>\n<\/p>\n<p>That’s why I’m so excited for KiloClaw. Up and running in a dedicated environment in seconds with no SSHing or figuring out API keys.<\/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\/@realolearycrew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@realolearycrew<\/a> curious what are your favorite use cases using <a href=\"https:\/\/www.producthunt.com\/products\/clawdbot-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"clawdbot-2\" target=\"_blank\" rel=\"noopener\">@OpenClaw<\/a>?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@realolearycrew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@realolearycrew<\/a> I have been enjoying my experience with Kiloclaw! Been trying it for a few days now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The gap between “this open source tool is incredible” and “I actually run it in production” is where most developer tools lose people. SSH, environment config, dependency juggling … that’s not the work anyone signed up for.<\/p>\n<\/p>\n<p>I’ve been through this exact cycle building my own infrastructure. You spend a weekend getting something deployed, it works great, then three weeks later a dependency update breaks it silently and you’re back to debugging infra instead of building product. Curious about the 500+ AI models integration. How are you handling model-specific quirks in tool calling and context window management across that many providers? That’s always been one of the trickiest parts in my experience.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>KiloClaw is the easiest and safest way to claw!<\/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\/@olesya_elf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@olesya_elf<\/a> you’re da best<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch \ud83c\udf89 \ud83c\udf89 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Thanks for the support – what did you like the most about getting KiloClaw set up?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>a killer launch from the <a href=\"https:\/\/www.producthunt.com\/products\/kilocode\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kilocode\" target=\"_blank\" rel=\"noopener\">@Kilo Code<\/a> team, congrats! <br \/>I have been trying other solutions in the past few weeks and this is definitely the most elegant and gives you loads of control. <\/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\/@ivan_zografski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ivan_zografski<\/a> thanks for the vote of confidence! We’ve tried a bunch as well, and really though that wrapping OpenClaw in our own proxy was the way to deliver it in a meaningful \/ value added way.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I think this is a great step in increasing adoption of AI assitants like OpenClaw. As a developer the setup already takes me some time, so I can only imagine what its like for someone non-technical.<\/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\/@haxybaxy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haxybaxy<\/a> exactly! I want my kids to be able to use it and have OpenClaw help us with family scheduling. But no way was I going to expect them to dive in and set it up<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Glad to see this. will try this today<\/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>looking forward to your thoughts! let us know, <a href=\"https:\/\/kilo.ai\/discord\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">join the Discord server<\/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>Wow! that saves a lot of money and time, well done!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>S\/O to the \ud83d\udc10 <a href=\"https:\/\/www.producthunt.com\/@pandemicsyn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pandemicsyn<\/a>  and the <a href=\"https:\/\/www.producthunt.com\/products\/kilocode\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kilocode\" target=\"_blank\" rel=\"noopener\">@Kilo Code<\/a> team for building it! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@khashayar_mansourizadeh1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@khashayar_mansourizadeh1<\/a> thanks! Yes I think the time savings are critical. Talk to me more about the money savings: while we do have the compute for free in the trial period, we’ll obviously have to charge for the compute in the end. Do you still think there’s value there (especially with our free inference providers in the Kilo Gateway)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 lowers the entry barrier massively A lot of people want to experiments with Openclaw but don\u2019t want to babysit servers Hosted just makes sense.<\/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\/@eric_lens\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@eric_lens<\/a> exactly our thoughts! We hope that we can make it easier for folks to experiment with OpenClaw<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Openclaw came out, mac minis were bought<\/p>\n<p>People without it used cloudflare moltworker<\/p>\n<p>But the non-technical + no mac mini people were left behind.<\/p>\n<\/p>\n<p>In what real way is this (is it?) more user-friendly than Cloudflare during deployment?<\/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><a href=\"https:\/\/www.producthunt.com\/products\/clawdbot-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"clawdbot-2\" target=\"_blank\" rel=\"noopener\">@OpenClaw<\/a> is changing the landscape of AI, but for a lot of people the technical and security barriers are too high to use it comfortably. <a href=\"https:\/\/www.producthunt.com\/products\/kiloclaw\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kiloclaw\" target=\"_blank\" rel=\"noopener\">@KiloClaw<\/a> solves this by handling the hosting, configuration, and model connections so you can use OpenClaw with no setup or maintenance headaches. <\/p>\n<p>I’m excited for people who were intimidated by OpenClaw to finally see how <strong>awesome<\/strong> it is through KiloClaw!<\/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>What’s the original story behind <a href=\"https:\/\/www.producthunt.com\/products\/kiloclaw\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kiloclaw\" target=\"_blank\" rel=\"noopener\">@KiloClaw<\/a>? What made you start working on 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>Been using this since early access, pretty flaky experience with frequent downtimes \ud83e\udd23 but generally positive experience so far as this is my first time using OpenClaw. Learnt a lot of new stuff and really impressed with the whole ecosystem.<\/p>\n<\/p>\n<p>Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>SO I could use this as the brain on my raspberry pi voice assistant at home????? Im not a developer, is it easy? haha. ( dont trust chatgpt opinion on 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@javierfandos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@javierfandos<\/a> No the idea of this is to NOT have to bring your own hardware…so this runs OpenClaw in our cloud not on your hardware.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Does this provide dashboard GUI to tweak things?<\/div>\n<div class=\"comment-actions\">\n<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\/@makadiaharsh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@makadiaharsh<\/a> it does! We have our own dashboard to help you managed instance settings at a high level and also proxy the entire OpenClaw UI so you can access that!<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e7800319-f83f-4dc1-ab95-9963663a6164.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m finding my KiloClaw super helpful as a research assistant — some glitches in the first release but now running smoothly and really amazing to have the always-on agent working for me!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ari2point0\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ari2point0<\/a> amazing! S\/O to <a href=\"https:\/\/www.producthunt.com\/@pandemicsyn\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"pandemicsyn\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pandemicsyn<\/a> <\/p>\n<\/p>\n<p>what’s your favorite use case? any suggested AI model?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Kudos to the team! Nothing but great things i’ve seen from this team \u2014 especially <a href=\"https:\/\/www.producthunt.com\/@realolearycrew\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"realolearycrew\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@realolearycrew<\/a>, one of the GOATs \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@erinmikail\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@erinmikail<\/a> thanks so much!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow! It’s amazing. What about the pricing? Is there a free trial?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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<blockquote>\n<p><a href=\"https:\/\/www.producthunt.com\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> I also didn’t understand the pricing even after visiting the product page.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! and great question re: pricing.<\/p>\n<\/p>\n<p>You get 7 days of free compute to try <a href=\"https:\/\/www.producthunt.com\/products\/kiloclaw\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kiloclaw\" target=\"_blank\" rel=\"noopener\">@KiloClaw<\/a> risk-free. After that, it uses the same credits you’d use for <a href=\"https:\/\/www.producthunt.com\/products\/kilocode\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"kilocode\" target=\"_blank\" rel=\"noopener\">@Kilo Code<\/a>. No new billing relationship, no surprise invoices. AI usage is billed at cost with zero markup – same as everything else on the Kilo platform.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">congratulations on the launch! I am not a Pro in opensource AI. seems like a rapper around opencalw. great concept.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">i was going to setup openclaw, then i saw this! straight to the kiloclaw signed up & used openclaw without a mac mini saved an hour of manual setup\ud83d\ude04<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/JVW32FVUHJJTJU\" class=\"app-title\">Notion Custom Agents<\/a><\/p>\n<div class=\"one-liner\">Anything you can do in Notion, your Agent can do for you.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">307<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Notion Custom Agents \u662f\u90e8\u7f72\u5728Notion\u5185\u7684\u81ea\u52a8\u5316AI\u5de5\u4f5c\u6d41\u4ee3\u7406\uff0c\u901a\u8fc7\u9884\u8bbe\u89e6\u53d1\u6761\u4ef6\u6216\u8ba1\u5212\uff0c\u81ea\u52a8\u5904\u7406\u4efb\u52a1\u5206\u6d3e\u3001\u6587\u6863\u66f4\u65b0\u3001\u7b54\u7591\u62a5\u544a\u7b49\u91cd\u590d\u6027\u5de5\u4f5c\uff0c\u4e3a\u6df1\u5ea6\u4f7f\u7528Notion\u7684\u56e2\u961f\u548c\u5f02\u6b65\u534f\u4f5c\u573a\u666f\u8282\u7701\u5927\u91cf\u624b\u52a8\u64cd\u4f5c\u65f6\u95f4\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f485036a-8522-4d1d-824c-eb6538d52115.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6efed533-39da-4289-92d4-b4f982c1d2c0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/043a8044-6f7c-441d-9daa-06288ce085bc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/12228b26-e282-4b1e-82cc-d267e1ee8dfc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/78dcc2c9-bc2e-4e42-8498-911279ff8b05.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e21b7d6b-4f0a-4fda-9198-d8dd06f53bc2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cd9659c9-7b99-4fa4-b9d5-f1c1afe2ab87.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c6d31ca4-9a47-4276-8ec6-418cbde0afcc.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\/96f60f04-e4a4-424c-9039-81e85c71b891.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/ojAvnSdsc1I?si=l2nONpwGnaIm0Ibq\"><source src=\"https:\/\/youtu.be\/ojAvnSdsc1I?si=l2nONpwGnaIm0Ibq\" 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\">Notion<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">Notion\u751f\u6001<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u5f02\u6b65\u529e\u516c<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u5e93\u96c6\u6210<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u4ece\u201c\u88ab\u52a8\u54cd\u5e94\u201d\u8f6c\u5411\u201c\u4e3b\u52a8\u6267\u884c\u201d\u7684\u4ef7\u503c\uff0c\u8d5e\u8d4f\u5176\u65e0\u9700\u91cd\u5efa\u77e5\u8bc6\u3001\u96c6\u6210\u73b0\u6709\u5de5\u4f5c\u6d41\u7684\u80fd\u529b\u3002\u6838\u5fc3\u62c5\u5fe7\u96c6\u4e2d\u5728\u6210\u672c\u8fc7\u9ad8\uff08\u8fd0\u884c\u70b9\u6570\u6602\u8d35\uff09\uff0c\u8d28\u7591\u5176\u4f01\u4e1a\u7ea7\u5b9a\u4ef7\u662f\u5426\u963b\u788d\u666e\u53ca\u3002\u53e6\u6709\u7528\u6237\u8be2\u95ee\u6280\u672f\u7ec6\u8282\uff0c\u5982\u4ee3\u7406\u5904\u7406\u6a21\u7cca\u6027\u7684\u903b\u8f91\u3001\u8de8\u6570\u636e\u5e93\u64cd\u4f5c\u80fd\u529b\u7b49\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 Notion Custom Agents \u7684\u672c\u8d28\uff0c\u662f\u5c06Notion\u4ece\u4e00\u4e2a\u201c\u9759\u6001\u7684\u3001\u88ab\u7ba1\u7406\u7684\u201d\u77e5\u8bc6\u5e93\u4e0e\u534f\u4f5c\u7a7a\u95f4\uff0c\u5347\u7ea7\u4e3a\u4e00\u4e2a\u201c\u52a8\u6001\u7684\u3001\u81ea\u6267\u884c\u7684\u201d\u6570\u5b57\u5de5\u4f5c\u6d41\u4e2d\u67a2\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u53c8\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba\u201d\uff0c\u800c\u5728\u4e8e\u5c06AI\u80fd\u529b\u6df1\u5ea6\u201c\u7ba1\u9053\u5316\u201d\uff0c\u5d4c\u5165\u5230\u4f01\u4e1a\u65e2\u6709\u7684\u6570\u636e\u7ed3\u6784\u548c\u4e1a\u52a1\u6d41\u7a0b\u4e2d\uff0c\u5b9e\u73b0\u57fa\u4e8e\u4e8b\u4ef6\u548c\u65f6\u95f4\u7684\u81ea\u52a8\u5316\u64cd\u4f5c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7280\u5229\u5730\u5207\u4e2d\u4e86\u4e24\u4e2a\u75db\u70b9\uff1a\u4e00\u662f\u201c\u5de5\u5177\u5207\u6362\u75b2\u52b3\u201d\uff0c\u8ba9\u81ea\u52a8\u5316\u76f4\u63a5\u5728\u6570\u636e\u6c89\u6dc0\u5904\u53d1\u751f\uff1b\u4e8c\u662f\u201c\u88ab\u52a8\u81ea\u52a8\u5316\u201d\u7684\u5c40\u9650\uff0c\u901a\u8fc7\u9884\u8bbe\u89e6\u53d1\u673a\u5236\u5b9e\u73b0\u4e3b\u52a8\u63a8\u8fdb\u3002\u8fd9\u4f7f\u5176\u8d85\u8d8a\u4e86Zapier\u7b49\u901a\u7528\u81ea\u52a8\u5316\u5de5\u5177\u5728Notion\u5185\u7684\u6d45\u5c42\u8fde\u63a5\uff0c\u63d0\u4f9b\u4e86\u66f4\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u66f4\u539f\u751f\u7684\u64cd\u4f5c\u80fd\u529b\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\u9ad8\u6602\u7684\u6309\u70b9\u6570\u8ba1\u8d39\u6a21\u5f0f\uff0c\u5982\u8bc4\u8bba\u6240\u8ff0\uff0c\u53ef\u80fd\u5c06\u4e2d\u5c0f\u56e2\u961f\u548c\u91cd\u5ea6\u7528\u6237\u62d2\u4e4b\u95e8\u5916\uff0c\u4f7f\u5176\u6ca6\u4e3a\u201c\u4f01\u4e1a\u7279\u4f9b\u201d\u3002\u8fd9\u4e0e\u5176\u5ba3\u79f0\u7684\u201c\u6613\u4e8e\u6784\u5efa\u201d\u7684\u666e\u60e0\u6027\u5b58\u5728\u77db\u76fe\u3002\u5176\u6b21\uff0c\u6280\u672f\u5c42\u9762\u7684\u201c\u6a21\u7cca\u6027\u5904\u7406\u201d\u4e0e\u201c\u9519\u8bef\u4f18\u96c5\u964d\u7ea7\u201d\u673a\u5236\u5c1a\u5b58\u7591\u95ee\uff0c\u8fd9\u662f\u6240\u6709AI\u81ea\u52a8\u5316\u4ece\u6f14\u793a\u8d70\u5411\u751f\u4ea7\u73af\u5883\u7684\u6700\u5927\u7eca\u811a\u77f3\u2014\u2014\u5904\u7406\u5f02\u5e38\u7684\u80fd\u529b\u51b3\u5b9a\u4e86\u5b9e\u7528\u6027\u7684\u5929\u82b1\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662fNotion\u5411\u201c\u667a\u80fd\u5316\u64cd\u4f5c\u7cfb\u7edf\u201d\u8fc8\u8fdb\u7684\u5173\u952e\u4e00\u6b65\uff0c\u6218\u7565\u610f\u4e49\u5927\u4e8e\u5f53\u524d\u529f\u80fd\u3002\u4f46\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u53d6\u51b3\u4e8e\u6f14\u793a\u4e2d\u5149\u9c9c\u7684\u201c\u5feb\u4e50\u8def\u5f84\u201d\uff0c\u800c\u53d6\u51b3\u4e8e\u5176\u9762\u5bf9\u590d\u6742\u3001\u6df7\u4e71\u7684\u771f\u5b9e\u5de5\u4f5c\u573a\u666f\u65f6\u7684\u9c81\u68d2\u6027\uff0c\u4ee5\u53ca\u80fd\u5426\u627e\u5230\u4e00\u4e2a\u5e73\u8861\u4ef7\u503c\u4e0e\u6210\u672c\u7684\u5927\u4f17\u5316\u5b9a\u4ef7\u7b56\u7565\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e00\u6b3e\u8ba9\u6548\u7387\u7231\u597d\u8005\u60ca\u53f9\u3001\u5374\u56e0\u6210\u672c\u548c\u53ef\u9760\u6027\u800c\u65e0\u6cd5\u5927\u89c4\u6a21\u90e8\u7f72\u7684\u201c\u6a71\u7a97\u4ea7\u54c1\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\">Notion Custom Agents<\/span>\n <\/div>\n<div class=\"comment-content\">Notion Custom Agents are your always-on AI teammates. Autonomous, team-ready, and easy to build. Assign a task, set a trigger or schedule and they handle it\u2014routing bugs, updating docs, answering questions, drafting reports and nudging the right people. They don\u2019t wait. They just get it done \u26a1\ufe0f<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a big update for teams already living inside <a href=\"https:\/\/www.producthunt.com\/products\/notion\" target=\"_blank\" rel=\"noopener\">@Notion<\/a>.<\/p>\n<\/p>\n<p>What excites me most is that Notion Custom Agents aren\u2019t just \u201cchat with AI\u201d, they\u2019re autonomous workflows that actually run on triggers and schedules. That shift from reactive to proactive is incredible.<\/p>\n<\/p>\n<p><strong>A few things I love:<\/strong><\/p>\n<ul>\n<li>\n<p>Q&A Agents that instantly answer repeat questions using Notion + connected tools (goodbye Slack noise)<\/p>\n<\/li>\n<li>\n<p>Task routing agents that automatically triage incoming work (this alone can save ops teams hours weekly)<\/p>\n<\/li>\n<li>\n<p>Status update agents that gather context and draft recurring reports (async teams will love this)<\/p>\n<\/li>\n<li>\n<p>Plain-language Agent Builder… describe it, and it builds it<\/p>\n<\/li>\n<li>\n<p>Granular permissions per agent (huge for enterprise confidence)<\/p>\n<\/li>\n<li>\n<p>Full audit logs + reversible changes (critical for trust)<\/p>\n<\/li>\n<li>\n<p>Works inside existing workflows (no rebuilding knowledge)<\/p>\n<\/li>\n<\/ul>\n<p>Lowkey excited to see what workflows Notion power users build with this. \ud83d\ude42<\/p>\n<p><strong>Get started here<\/strong>: <a href=\"https:\/\/www.notion.com\/product\/agents?ref=producthunt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.notion.com\/product\/agents<\/a><\/p>\n<p>P.S. Follow me on Product Hunt for discovering the latest and greatest AI \/ SaaS products: <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We already love notion and have been building these ourselves so far stoked to check it out.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m in love with this feature and have been testing it for a while. Seriously fantastic and for the most part, it just works.<\/p>\n<\/p>\n<p>My only caveat, and I hope Notion is listening to feedback on X and Reddit, is that the cost of Credits (used to run Custom Agents) is extremely high ($10 for 1,000 Credits.)<\/p>\n<\/p>\n<p>A few days of running some reports and reformatting website content into a few pages cost over 7,000 credits\u2014that’s $70 of credits over 5 days for pretty routine tasks. And that’s for a single Agent. <\/p>\n<\/p>\n<p>I simply can’t justify that cost. At that price I think this is more aimed at Enterprise users. Would love to see the price brought down for more accessibility. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 “no rebuilding knowledge” point is the most underrated part \u2014 most AI tools require you to re-explain your entire context each time. Agents that already understand your linked databases, SOPs, and project structures skip that friction entirely. Do they traverse across linked databases and nested pages, or is scope limited to individual docs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a big deal for teams already living in <a href=\"https:\/\/www.producthunt.com\/products\/notion\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"notion\" target=\"_blank\" rel=\"noopener\">@Notion<\/a> . The “set it once, runs while you sleep” promise is exactly what async-heavy teams need \u2014 especially when your docs, tasks, and comms are already in one place.<\/p>\n<p>Curious how the agents handle ambiguity, like when a task trigger fires but the context is incomplete. Does it ask for clarification or just make a judgment call? That’s usually where automation breaks down in practice.<\/p>\n<p>Building AI-orchestrated workflows myself and the hardest part is always graceful failure, not the happy path. Would love to see how Notion handles that edge 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<\/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\/UZOWMTGYKECYVV\" class=\"app-title\">Opal 2.0 by Google Labs <\/a><\/p>\n<div class=\"one-liner\">Now with smart agent, memory, routing and interactive chat<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">269<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Opal 2.0\u662f\u4e00\u6b3e\u7531Google Labs\u63a8\u51fa\u7684\u65e0\u4ee3\u7801AI\u5de5\u4f5c\u6d41\u53ef\u89c6\u5316\u6784\u5efa\u5de5\u5177\uff0c\u5176\u65b0\u589e\u7684\u667a\u80fd\u4f53\u6b65\u9aa4\u80fd\u5206\u6790\u76ee\u6807\u3001\u51b3\u7b56\u6700\u4f73\u8def\u5f84\u5e76\u81ea\u52a8\u8c03\u7528\u5408\u9002\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u6784\u5efa\u590d\u6742\u3001\u975e\u7ebf\u6027\u7684\u81ea\u52a8\u5316\u6d41\u7a0b\u65f6\u6240\u9700\u7684\u6280\u672f\u95e8\u69db\u548c\u52a8\u6001\u51b3\u7b56\u96be\u9898\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/65534e23-15f3-476c-b196-31a8df534894.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d622477-7053-4fca-9822-cff5a606f485.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d30a9b92-c969-4e91-a7dc-41bc245bf4fa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/76bbadac-249d-4b6b-8ac0-fe8422cf4a08.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\/0d37e9aa-a342-4551-9b32-8ba23ca416c4.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/MK4BZAIkGRs\"><source src=\"https:\/\/youtu.be\/MK4BZAIkGRs\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">Google Labs<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">AI\u5e94\u7528\u5f00\u53d1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e24\u6781\u3002\u79ef\u6781\u8bc4\u4ef7\u8ba4\u4e3a\u8fd9\u662f\u91cd\u5927\u5347\u7ea7\uff0c\u4ece\u7ebf\u6027\u6d41\u7a0b\u8f6c\u5411\u51b3\u7b56\u7cfb\u7edf\uff0c\u8bb0\u5fc6\u548c\u8def\u7531\u529f\u80fd\u662f\u5173\u952e\uff1b\u6d88\u6781\u4f53\u9a8c\u5219\u6307\u51fa\u5e94\u7528\u5b58\u5728\u9519\u8bef\uff0c\u529f\u80fd\u53d7\u9650\u3002\u4e00\u6761\u8bc4\u8bba\u5ef6\u4f38\u8ba8\u8bba\u4e86Google\u751f\u6001\u6574\u5408\u7684\u5b8f\u89c2\u610f\u4e49\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 Opal 2.0\u7684\u5347\u7ea7\uff0c\u8868\u9762\u4e0a\u662f\u5728\u65e0\u4ee3\u7801AI\u5de5\u4f5c\u6d41\u6784\u5efa\u5668\u4e2d\u52a0\u5165\u4e86\u201c\u667a\u80fd\u4f53\u201d\u3001\u201c\u8bb0\u5fc6\u201d\u7b49\u65f6\u9ae6\u7ec4\u4ef6\uff0c\u4f46\u5176\u771f\u6b63\u610f\u56fe\u662f\u8fdb\u884c\u4e00\u6b21\u5371\u9669\u7684\u201c\u8d8a\u6743\u201d\u3002\u5b83\u5c06\u5de5\u5177\u4ece\u88ab\u52a8\u6267\u884c\u9884\u8bbe\u6d41\u7a0b\u7684\u201c\u5080\u5121\u201d\uff0c\u63a8\u5411\u4e86\u80fd\u4e3b\u52a8\u5206\u6790\u3001\u51b3\u7b56\u5e76\u8c03\u7528\u8d44\u6e90\u7684\u201c\u4ee3\u7406\u201d\u3002\u8fd9\u6807\u5fd7\u7740Google\u6b63\u8bd5\u56fe\u5c06\u6563\u843d\u7684AI\u80fd\u529b\uff08\u5982Gemini\u3001Veo\uff09\u901a\u8fc7Opal\u8fd9\u4e2a\u64cd\u4f5c\u5c42\u8fdb\u884c\u7f1d\u5408\uff0c\u8ba9\u7528\u6237\u4ee5\u65e0\u4ee3\u7801\u65b9\u5f0f\u7ec4\u88c5\u51fa\u5177\u5907\u521d\u6b65\u81ea\u4e3b\u6027\u7684AI\u5e94\u7528\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u4e4b\u4e0b\u6697\u85cf\u7384\u673a\u3002\u9996\u5148\uff0c\u201c\u667a\u80fd\u4f53\u201d\u7684\u51b3\u7b56\u9ed1\u7bb1\u4e0e\u65e0\u4ee3\u7801\u5021\u5bfc\u7684\u900f\u660e\u53ef\u63a7\u672c\u8d28\u76f8\u6096\uff0c\u7528\u6237\u8ba9\u6e21\u4e86\u90e8\u5206\u63a7\u5236\u6743\uff0c\u5374\u672a\u5fc5\u80fd\u7406\u89e3\u5176\u8def\u7531\u903b\u8f91\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u7a33\u5b9a\u6027\u95ee\u9898\uff0c\u63ed\u793a\u4e86\u5728\u8ffd\u6c42\u529f\u80fd\u524d\u6cbf\u6027\u4e0e\u4fdd\u969c\u9c81\u68d2\u6027\u4e4b\u95f4\uff0cGoogle Labs\u4ea7\u54c1\u5178\u578b\u7684\u201c\u5b9e\u9a8c\u6027\u201d\u5931\u8861\u3002\u6700\u540e\uff0c\u5176\u6700\u5927\u4ef7\u503c\u6216\u8bb8\u5e76\u975e\u5de5\u5177\u672c\u8eab\uff0c\u800c\u662f\u4f5c\u4e3aGoogle AI\u751f\u6001\u7684\u7c98\u5408\u5242\u4e0e\u6f14\u793a\u6a71\u7a97\u2014\u2014\u5b83\u964d\u4f4e\u4e86\u7528\u6237\u5c1d\u9c9c\u548c\u7ec4\u5408Google\u9876\u7ea7AI\u6a21\u578b\uff08\u5982Veo\uff09\u7684\u95e8\u69db\uff0c\u4f46\u6700\u7ec8\u53ef\u80fd\u5c06\u7528\u6237\u66f4\u6df1\u5730\u9501\u5b9a\u5728Google\u7684\u56f4\u5899\u82b1\u56ed\u5185\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8fd9\u573a\u5347\u7ea7\u7684\u672c\u8d28\uff0c\u662fGoogle\u5728\u4f4e\u4ee3\u7801\/\u65e0\u4ee3\u7801\u6218\u573a\u7684\u4e00\u6b21\u4fa7\u7ffc\u8fdb\u653b\u3002\u5b83\u4e0d\u518d\u6ee1\u8db3\u4e8e\u81ea\u52a8\u5316\u7b80\u5355\u4efb\u52a1\uff0c\u800c\u662f\u89ca\u89ce\u66f4\u4e3a\u590d\u6742\u7684\u3001\u9700\u6301\u7eed\u4e0a\u4e0b\u6587\u548c\u52a8\u6001\u5224\u65ad\u7684\u77e5\u8bc6\u5de5\u4f5c\u6d41\u7a0b\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176\u667a\u80fd\u4f53\u51b3\u7b56\u7684\u53ef\u9760\u6027\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u201c\u8d4b\u4e88\u7528\u6237\u6743\u529b\u201d\u548c\u201c\u7ef4\u6301\u5e73\u53f0\u63a7\u5236\u201d\u4e4b\u95f4\u627e\u5230\u5fae\u5999\u7684\u5e73\u8861\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u70ab\u6280\u7684\u5b9e\u9a8c\u5ba4\u9879\u76ee\uff0c\u800c\u975e\u80fd\u627f\u8f7d\u771f\u5b9e\u4e1a\u52a1\u903b\u8f91\u7684\u751f\u4ea7\u529b\u5de5\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Opal 2.0 by Google Labs <\/span>\n <\/div>\n<div class=\"comment-content\">Opal, no-code visual builder for AI workflows, just got a major upgrade \u2014 a new agent step that analyzes your goal, determines the best approach, and automatically calls the right tools, such as Veo for video or web search for research, to complete the task. Also, new tools to make it more capable \u2014 Memory, Dynamic Routing and Interactive Chat.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Huge upgrade to Google Opal today!<\/p>\n<p>With Opal\u2019s new <strong>agent step<\/strong>, workflows aren\u2019t just linear automations anymore, they can actually analyze the goal, decide the best approach, and call the right tools (Veo for video, web search for research, etc.).<\/p>\n<\/p>\n<p>That\u2019s a meaningful shift from \u201c<em>flow builder<\/em>\u201d to \u201c<em>decision-making system<\/em>.\u201d<\/p>\n<\/p>\n<p>The addition of <strong>Memory<\/strong> is huge. Persistent context is what turns demos into real products. Combine that with <strong>Dynamic Routing (@ Go to)<\/strong> and <strong>Interactive Chat<\/strong>, and you\u2019re basically getting conditional logic + user-in-the-loop + long-term context, without code.<\/p>\n<p><strong>Example Opals you can build now:<\/strong><\/p>\n<p>\ud83c\udfe0 An Interior Design Collaborator that remembers your home\u2019s aesthetic.<\/p>\n<p>\ud83d\udcd6 An Interactive Storybook creator that evolves with your choices.<\/p>\n<p>\ud83d\udca1 An Idea Generator that interviews you to refine your vision.<\/p>\n<p><strong>My take<\/strong>: this makes \u201cSuper Gems\u201d on Gemini way more powerful because now your workflows can think before they act. If Google keeps tightening the loop between Gemini, Veo, and Opal, this could become one of the most underrated no-code AI builder ecosystems out there.<\/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>The wild part is how normal it feels now. Organizing the world\u2019s information sounds dramatic, but when you think about Search, Maps, YouTube, Drive, Gmail\u2026 they basically became the default layer of the internet. Search used to be about links. Now it\u2019s slowly becoming about answers. That shift is massive. Curious are you thinking about this from a product perspective or just browsing Product Hunt launches?<\/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>The app is weird.<\/p>\n<p>I try to check app in the library and create my own and in both cases got error.<\/p>\n<p>Looks the limits is poor.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ff8d7f69-270b-4c70-bfac-1b5865ae9713.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/S3OS3736RC7KBP\" class=\"app-title\">Arzule<\/a><\/p>\n<div class=\"one-liner\">Turn partnerships into predictable revenue with AI <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">218<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Arzule\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684B2B SaaS\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u667a\u80fd\u8fd0\u8425\u5e73\u53f0\uff0c\u901a\u8fc7\u6570\u636e\u5206\u6790\u548c\u81ea\u52a8\u5316\u6267\u884c\uff0c\u89e3\u51b3\u4f01\u4e1a\u5408\u4f5c\u4f19\u4f34\u7ba1\u7406\u4e2d\u5b58\u5728\u7684\u4fe1\u606f\u5206\u6563\u3001\u51b3\u7b56\u4f9d\u8d56\u76f4\u89c9\u3001\u6295\u8d44\u56de\u62a5\u96be\u4ee5\u8861\u91cf\u7b49\u75db\u70b9\uff0c\u5c06\u5408\u4f5c\u4f19\u4f34\u8f6c\u5316\u4e3a\u53ef\u9884\u6d4b\u7684\u6536\u5165\u6e20\u9053\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/af4dffc0-fc25-45c3-ad4d-938a54939764.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cbcabdf6-0fff-481a-8cb3-389c7ae686fb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fcb3e425-a1d2-456d-ab8a-2d108f785e7f.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\/fb0e3809-5c91-4388-a1be-8306c6ca0eb0.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=pZj0vOgHG4o\"><source src=\"https:\/\/www.youtube.com\/watch?v=pZj0vOgHG4o\" 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\">Marketing<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">CRM<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">B2B SaaS<\/span><br \/>\n <span class=\"tag\">\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6536\u5165\u8fd0\u8425<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u63a8\u8350<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u6295\u8d44\u56de\u62a5\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u9884\u6d4b\u6027\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u8d4b\u80fd<\/span><br \/>\n <span class=\"tag\">\u6e20\u9053\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\u96c6\u4e2d\u5728\u4ea7\u54c1\u5dee\u5f02\u5316\u548c\u5b9e\u9645\u6548\u679c\u9a8c\u8bc1\u4e0a\u3002\u4e3b\u8981\u95ee\u9898\u5305\u62ec\uff1a\u4e0e\u73b0\u6709PRM\u5de5\u5177\uff08\u5982Salesforce\uff09\u7684\u6838\u5fc3\u533a\u522b\u3001\u5e73\u53f0\u81ea\u5b9a\u4e49\u80fd\u529b\u300130\u5929\u6fc0\u6d3b\u8ba1\u5212\u540e\u7684\u6301\u7eed\u9632\u505c\u6ede\u673a\u5236\uff0c\u4ee5\u53caAI\u8bc4\u5206\u6a21\u578b\u4e0e\u957f\u671f\u6536\u5165\u7ed3\u679c\u7684\u76f8\u5173\u6027\u9a8c\u8bc1\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 Arzule\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u505a\u4e00\u4e2a\u66f4\u597d\u7684\u8bb0\u5f55\u7cfb\u7edf\uff08PRM\uff09\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e00\u4e2a\u201c\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u667a\u80fd\u7cfb\u7edf\u201d\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\u662f\u8bd5\u56fe\u7528AI\u586b\u5e73B2B\u5408\u4f5c\u4e2d\u201c\u957f\u671f\u4ef7\u503c\u751f\u6210\u201d\u4e0e\u201c\u77ed\u671f\u4e1a\u7ee9\u8003\u6838\u201d\u4e4b\u95f4\u7684\u5de8\u5927\u9e3f\u6c9f\u3002\u4f20\u7edf\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u4ece\u5efa\u7acb\u5230\u4ea7\u751f\u6536\u5165\u5f80\u5f80\u9700\u898112-18\u4e2a\u6708\uff0c\u4f46\u4f01\u4e1a\u8fd0\u8425\u5374\u4ee5\u6708\u5ea6\u4e3a\u5468\u671f\uff0c\u8fd9\u79cd\u7ed3\u6784\u6027\u77db\u76fe\u5bfc\u81f4\u5408\u4f5c\u4f19\u4f34\u90e8\u95e8\u957f\u671f\u5904\u4e8e\u201c\u81ea\u8bc1\u4ef7\u503c\u201d\u7684\u56f0\u5883\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u9009\u62e9\u4e86\u201c\u6536\u5165\u5f52\u56e0\u201d\u4f5c\u4e3a\u6838\u5fc3\u5207\u5165\u70b9\u3002\u5b83\u58f0\u79f0\u80fd\u8fde\u63a5\u4ecb\u7ecd\u3001\u6d3b\u52a8\u3001\u90ae\u4ef6\u7b49\u79bb\u6563\u63a5\u89e6\u70b9\u4e0e\u6700\u7ec8\u6210\u4ea4\u7684\u8ba2\u5355\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u5c06\u5e02\u573a\u8425\u9500\u9886\u57df\u7684\u5f52\u56e0\u6a21\u578b\u5f15\u5165\u4e86\u6df7\u6c8c\u7684\u5408\u4f5c\u4f19\u4f34\u751f\u6001\u3002\u5982\u679c\u5176AI\u6a21\u578b\u53ef\u9760\uff0c\u8fd9\u4e0d\u4ec5\u80fd\u4f18\u5316\u8d44\u6e90\u5206\u914d\uff0c\u66f4\u80fd\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u5408\u4f5c\u4f19\u4f34\u56e2\u961f\u5728\u4f01\u4e1a\u5185\u90e8\u7684\u8bae\u4ef7\u80fd\u529b\u548c\u9884\u7b97\u83b7\u53d6\u65b9\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u660e\u663e\u3002\u7b2c\u4e00\uff0c\u6570\u636e\u58c1\u5792\uff1a\u5176AI\u7684\u6d1e\u5bdf\u8d28\u91cf\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u63a5\u5165\u7684\u751f\u6001\u7cfb\u7edf\u6570\u636e\u7684\u5e7f\u5ea6\u4e0e\u6df1\u5ea6\uff0c\u65e9\u671f\u5ba2\u6237\u53ef\u80fd\u96be\u4ee5\u83b7\u5f97\u627f\u8bfa\u7684\u201c\u5148\u77e5\u201d\u4f53\u9a8c\u3002\u7b2c\u4e8c\uff0c\u201c\u81ea\u52a8\u5316\u6267\u884c\u201d\u7684\u53cc\u5203\u5251\uff1a\u81ea\u52a8\u53d1\u73b0\u3001\u89e6\u8fbe\u5408\u4f5c\u4f19\u4f34\u56fa\u7136\u9ad8\u6548\uff0c\u4f46\u8fc7\u5ea6\u81ea\u52a8\u5316\u53ef\u80fd\u635f\u5bb3B2B\u5173\u7cfb\u4e2d\u81f3\u5173\u91cd\u8981\u7684\u4fe1\u4efb\u4e0e\u4eba\u60c5\u7ef4\u5ea6\u3002\u7b2c\u4e09\uff0c\u5e02\u573a\u6559\u80b2\uff1a\u5b83\u9700\u8981\u8bf4\u670d\u5ba2\u6237\uff0c\u81ea\u5df1\u4e0d\u662f\u53c8\u4e00\u4e2aSaaS\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u6539\u53d8\u5de5\u4f5c\u6d41\u7a0b\u7684\u201c\u667a\u80fd\u7cfb\u7edf\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u5c16\u9510\u7684\u63d0\u95ee\u53ef\u4ee5\u770b\u51fa\uff0c\u5e02\u573a\u5bf9\u5176\u5dee\u5f02\u5316\u5b58\u7591\u3002Arzule\u80fd\u5426\u6210\u529f\uff0c\u5173\u952e\u5728\u4e8e\u5176\u201cArty\u201dAI\u80fd\u5426\u5c55\u73b0\u51fa\u8d85\u8d8a\u4f20\u7edf\u89c4\u5219\u5f15\u64ce\u7684\u771f\u6b63\u8ba4\u77e5\u80fd\u529b\uff0c\u4ee5\u53ca\u5176\u56e2\u961f\u80fd\u5426\u5728\u201c\u63d0\u4f9b\u667a\u80fd\u5efa\u8bae\u201d\u4e0e\u201c\u4fdd\u6301\u4eba\u7c7b\u51b3\u7b56\u4e3b\u6743\u201d\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\u3002\u5b83\u4e0d\u662f\u5728\u4f18\u5316\u65e7\u6d41\u7a0b\uff0c\u800c\u662f\u5728\u5b9a\u4e49\u65b0\u6d41\u7a0b\uff0c\u8fd9\u65e2\u662f\u5176\u6700\u5927\u7684\u98ce\u9669\uff0c\u4e5f\u662f\u5176\u98a0\u8986\u6027\u7684\u6240\u5728\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\">Arzule<\/span>\n <\/div>\n<div class=\"comment-content\">Arzule is using AI to optimize revenue growth in B2B SaaS companies, starting with partnerships. Arzule turns partnerships into a predictable, scalable revenue channel by analyzing your ecosystem to identify and prioritize real revenue opportunities. It replaces spreadsheets and guesswork with a data driven system that recommends actions and optimizes incentives so you can scale partnerships on autopilot.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\udc4b <strong>Hey Product Hunt!<\/strong><\/p>\n<\/p>\n<p>I’m <strong>Jeff<\/strong> from <strong>Arzule<\/strong>.<\/p>\n<\/p>\n<h2><strong>\ud83d\udea8 The problem<\/strong><\/h2>\n<\/p>\n<p>Partnerships are one of the most powerful growth channels in B2B SaaS but most teams still run them across <strong>spreadsheets<\/strong>, <strong>scattered notes<\/strong>, <strong>Slack threads<\/strong>, and <strong>gut instinct<\/strong>.<\/p>\n<\/p>\n<p>It\u2019s hard to know:<\/p>\n<ul>\n<li>\n<p>\ud83d\udcb0 <strong>Which partners will actually drive revenue<\/strong><\/p>\n<\/li>\n<li>\n<p>\u23f3 <strong>How to prioritize limited time and resources<\/strong><\/p>\n<\/li>\n<li>\n<p>\u2705 <strong>What to execute next after signing<\/strong><\/p>\n<\/li>\n<li>\n<p>\ud83d\udcc8 <strong>How to measure ROI<\/strong> across co-marketing, referrals, and integrations<\/p>\n<\/li>\n<\/ul>\n<p>Discovery is hard. Ongoing management is just as hard.<\/p>\n<\/p>\n<h2><strong>\ud83e\udde0 Why we built Arzule<\/strong><\/h2>\n<p>We saw partnership leaders spending <strong>weeks researching companies<\/strong>, manually tracking touchpoints, and guessing what was working.<\/p>\n<\/p>\n<p>Even after signing great partners, execution would stall because there was <strong>no structured system of intelligence<\/strong> guiding the relationship.<\/p>\n<\/p>\n<h2><strong>\u2699\ufe0f How Arzule works<\/strong><\/h2>\n<ul>\n<li>\n<p>\ud83d\udd0d <strong>AI-powered partner discovery<\/strong> that continuously finds and scores high-leverage partners based on fit + ecosystem signals (with automated outbound)<\/p>\n<\/li>\n<li>\n<p>\ud83d\uddfa\ufe0f <strong>Structured activation plans<\/strong> that turn strategy into a <strong>30-day execution roadmap<\/strong><\/p>\n<\/li>\n<li>\n<p>\ud83e\udd1d <strong>Ongoing partner management<\/strong> with measurable revenue attribution, commission tracking, and partner health analytics<\/p>\n<\/li>\n<li>\n<p>\ud83e\uddfe <strong>Clear reasoning<\/strong> behind every recommendation so teams understand the \u201cwhy\u201d<\/p>\n<\/li>\n<\/ul>\n<h2><strong>\u2728 How we\u2019re different<\/strong><\/h2>\n<p>Traditional PRMs focus on <strong>record keeping<\/strong>.<br \/>Arzule is a <strong>system of intelligence<\/strong> for partnerships (and later other rev ops workflows) which helps you decide <strong>who to work with<\/strong>, <strong>what to do next<\/strong>, and <strong>what\u2019s actually driving revenue<\/strong>.<\/p>\n<\/p>\n<h2><strong>\ud83c\udf81 Launch day offer<\/strong><\/h2>\n<p>If you <strong>request access or email us at <\/strong><a href=\"mailto:founders@arzule.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>founders@arzule.com<\/strong><\/a><strong> today<\/strong>, we\u2019ll offer <strong>extended pilot access<\/strong> + <strong>hands-on onboarding<\/strong> for your first partner workflow.<\/p>\n<\/p>\n<p>We\u2019d love feedback and tough questions. We\u2019ll be here all day. \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Congrats on the launch,<a href=\"https:\/\/www.producthunt.com\/@jeff_lin13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeff_lin13<\/a>! Is there a way to categorize things in the platform? How customizable is it?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jeff_lin13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeff_lin13<\/a> Hey! After the 30-day activation roadmap, what prevents partnerships from stalling again? Is there an ongoing prioritization engine that adapts based on performance?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@daniele_packard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniele_packard<\/a> Thanks for the support!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! How does Arzule validate that its partner scoring actually correlates with revenue outcomes 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey! Congrats on the launch<br \/>Curious how you differentiate vs the established ecosystems of PRMs? Salesforce, Impartner, Zift, Partnerstack and so on? Lots of players in that market, what are you all thinking when it comes to those players?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jason_rivard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_rivard<\/a> Hey Jason, appreciate the question. Arzule doesn’t just record partners like current PRMs. It also executes and provides proactive intelligence for new revenue channels. <\/p>\n<ol>\n<li>\n<p>One of the largest pain points we’ve heard from every partnership team is that partnerships take 12-18 months to generate value but companies operate on monthly sales cycles. In the past there hasn’t been a way to connect touch points (like intros, events, emails, co-selling) to the deal that eventually closes. We provide ROI attribution intelligence for these touch points that allow companies to know how and where to spend money.<\/p>\n<\/li>\n<li>\n<p>Our AI (Arty) actually takes actions like running partner discovery, generating referrals, executing workflows, and making board ready outputs. We use real AI that executes and allows for seamless interaction between both sides of the partnership. <\/p>\n<\/li>\n<li>\n<p>Older tools are reactive and wait for someone to input data or ask questions. Arzule continuously monitors the ecosystem, tries to find at-risk partners, recommends next best actions, and finds partnership opportunities automatically.<\/p>\n<\/li>\n<\/ol>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@jason_rivard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_rivard<\/a> Thanks Jason! Hopefully Nikhil answered your question but let me know if anything else is uncertain. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#5<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YA24YPQWQIYDNX\" class=\"app-title\">floors.js<\/a><\/p>\n<div class=\"one-liner\">Turn your website into Habbo Hotel – one script tag<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">176<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>floors.js \u901a\u8fc7\u4e00\u884c\u811a\u672c\u5c06\u9759\u6001\u7f51\u7ad9\u8f6c\u5316\u4e3a\u53ef\u5b9e\u65f6\u4e92\u52a8\u7684\u7b49\u8ddd3D\u793e\u4ea4\u7a7a\u95f4\uff0c\u89e3\u51b3\u4e86\u7f51\u7ad9\u8bbf\u5ba2\u4f53\u9a8c\u5b64\u7acb\u3001\u7f3a\u4e4f\u5b9e\u65f6\u53c2\u4e0e\u611f\u548c\u4e3b\u4eba\u4e34\u573a\u611f\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/651b384b-79dd-4e04-804a-b77f1263e9e2.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/oKA9jGyU8wc\"><source src=\"https:\/\/youtu.be\/oKA9jGyU8wc\" 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\/48de764c-1916-4e3a-afa6-8ab6492bc574.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8ebaa1f5-92fe-4d57-a018-eb0bf34bdc96.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/01171e83-7617-4d02-ab72-7b20d24aa36e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dfee2fe0-8dd2-4a45-872b-02fb8d41690c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/825a1ab3-16f0-4ece-b88a-86dadab1ce08.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\">Marketing<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7f51\u7ad9\u4e92\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u7b49\u8ddd3D<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5d4c\u5165<\/span><br \/>\n <span class=\"tag\">\u8bbf\u5ba2\u53c2\u4e0e<\/span><br \/>\n <span class=\"tag\">\u6000\u65e7\u6e38\u620f\u98ce<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u804a\u5929<\/span><br \/>\n <span class=\"tag\">\u7f51\u7edc\u793e\u4ea4<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">GDPR\u53cb\u597d<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u666e\u904d\u6000\u65e7\u3001\u6709\u8da3\uff0c\u8ba4\u53ef\u5176\u7b80\u5355\u96c6\u6210\u4e0e\u65e0\u767b\u5f55\u95e8\u69db\u3002\u6838\u5fc3\u6709\u6548\u8bc4\u8bba\u5173\u6ce8\u5176\u5b9e\u65f6\u5b58\u5728\u529f\u80fd\u662f\u5426\u771f\u80fd\u63d0\u5347\u505c\u7559\u65f6\u95f4\u4e0e\u8f6c\u5316\u7387\uff0c\u8fd8\u662f\u53ef\u80fd\u5e72\u6270\u6838\u5fc3\u7528\u6237\u6d41\u7a0b\u3002\u5f00\u53d1\u8005\u88ab\u95ee\u53ca\u5177\u4f53\u6548\u679c\u6570\u636e\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n floors.js \u7684\u7cbe\u660e\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u7528\u201cHabbo Hotel\u201d\u7684\u60c5\u6000\u5916\u8863\uff0c\u5305\u88f9\u4e86\u4e00\u4e2a\u9488\u5bf9\u7f51\u7ad9\u6240\u6709\u8005\u201c\u5b58\u5728\u611f\u7126\u8651\u201d\u7684\u89e3\u51b3\u65b9\u6848\u3002\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u662f\u201c\u5c06\u9759\u6001\u624b\u518c\u53d8\u4e3a\u6d3b\u7684\u7a7a\u95f4\u201d\uff0c\u4f46\u5176\u771f\u6b63\u7684\u4ea7\u54c1\u903b\u8f91\u53ef\u80fd\u5e76\u975e\u9762\u5411\u7ec8\u7aef\u8bbf\u5ba2\uff0c\u800c\u662f\u9762\u5411\u6e34\u671b\u4e0e\u533f\u540d\u6d41\u91cf\u5efa\u7acb\u76f4\u63a5\u3001\u611f\u6027\u8fde\u63a5\u7684\u7f51\u7ad9\u8fd0\u8425\u8005\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u5de7\u5999\u5730\u907f\u5f00\u4e86\u91cd\u5ea6\u7684\u793e\u4ea4\u529f\u80fd\u5f00\u53d1\uff0c\u9009\u62e9\u63d0\u4f9b\u6700\u57fa\u7840\u7684\u5316\u8eab\u4e0e\u6587\u5b57\u804a\u5929\uff0c\u5c06\u201c\u5171\u540c\u5b58\u5728\u201d\u672c\u8eab\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\u3002\u8fd9\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4f46\u4e5f\u66b4\u9732\u4e86\u5176\u6838\u5fc3\u77db\u76fe\uff1a\u5728\u529f\u5229\u6027\u7684\u5546\u4e1a\u6216\u4e2a\u4eba\u7f51\u7ad9\u4e0a\uff0c\u8fd9\u79cd\u6e38\u620f\u5316\u7684\u3001\u975e\u4efb\u52a1\u5bfc\u5411\u7684\u4e92\u52a8\uff0c\u662f\u589e\u5f3a\u793e\u533a\u611f\u8fd8\u662f\u5206\u6563\u6ce8\u610f\u529b\uff1f\u9996\u6761\u9ad8\u8d5e\u8bc4\u8bba\u7684\u8d28\u7591\u76f4\u6307\u8981\u5bb3\u2014\u2014\u5b83\u9700\u8981\u6570\u636e\u8bc1\u660e\u5176\u80fd\u63d0\u5347\u5173\u952e\u4e1a\u52a1\u6307\u6807\uff0c\u800c\u975e\u4ec5\u63d0\u4f9b\u6570\u5b57\u65f6\u4ee3\u7684\u201c\u6a71\u7a97\u89c2\u5bdf\u201d\u4f53\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u6280\u672f\u770b\uff0c\u5176\u8f7b\u91cf\u3001\u65e0\u8ffd\u8e2a\u3001\u6846\u67b6\u65e0\u5173\u7684\u8bbe\u8ba1\u662f\u660e\u667a\u7684\uff0c\u7b26\u5408\u5f53\u524d\u5f00\u53d1\u8005\u504f\u597d\u3002\u7136\u800c\uff0c\u5176\u957f\u671f\u4ef7\u503c\u5b58\u7591\u3002\u5b83\u53ef\u80fd\u5728\u9ad8\u7c98\u6027\u793e\u533a\u3001\u7c89\u4e1d\u7ad9\u70b9\u6216\u9700\u8981\u8425\u9020\u72ec\u7279\u54c1\u724c\u8bb0\u5fc6\u7684\u573a\u666f\u4e2d\u627e\u5230\u5229\u57fa\u5e02\u573a\uff0c\u4f46\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u8ffd\u6c42\u8f6c\u5316\u6548\u7387\u7684\u7f51\u7ad9\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u6709\u8da3\u7684\u8425\u9500\u5b9e\u9a8c\u6216\u4e34\u65f6\u6d3b\u52a8\u5de5\u5177\uff0c\u800c\u975e\u57fa\u7840\u529f\u80fd\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\uff0c\u800c\u53d6\u51b3\u4e8e\u7f51\u7ad9\u4e3b\u662f\u5426\u613f\u610f\u5c06\u201c\u63d0\u4f9b\u4e00\u79cd\u65b0\u9896\u7684\u5728\u573a\u4f53\u9a8c\u201d\u672c\u8eab\u89c6\u4e3a\u4e00\u79cd\u6709\u6548\u7684\u4ef7\u503c\u4ea4\u4ed8\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\">floors.js<\/span>\n <\/div>\n<div class=\"comment-content\">Your website is a silent brochure. floors.js brings it to life. Paste one script tag \u2014 pages become isometric rooms, visitors appear as 3D avatars, and everyone can chat in real-time. No config. No signup for them.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone \ud83d\udc4b\ud83c\udffc I’m Vincent, 4th launch here!<\/p>\n<p>The idea with floors.js is stupid simple: what if your website felt like Habbo Hotel?<\/p>\n<p>You paste one script tag. Your pages become isometric 3D rooms. Visitors appear as blocky avatars with random names. They can <strong>walk around<\/strong>, <strong>chat<\/strong>, and <strong>you see it all in real-time<\/strong>.<\/p>\n<p>Why?<\/p>\n<p>Think about this: you see people with your analytics, but they can’t see you.<\/p>\n<p>\u2192 With floors.js, you’re in the room with them, and can message them while they’re still browsing.<\/p>\n<p>Under the hood:<br \/>– Vanilla JS embed, no framework needed (~4kb gzipped)<br \/>– Three.js for isometric 3D rendering<br \/>– WebSockets for real-time presence<br \/>– No cookies, no tracking, no signup for visitors – GDPR-friendly by default<br \/>– Auto-detects your links and turns them into rooms<br \/>– SPA-compatible (React, Next.js, Vue, Nuxt, Astro)<\/p>\n<p>The landing page IS the demo! Open floorsjs.com in two tabs and you’ll see yourself appear.<\/p>\n<p>And say hi if someone’s there (probably me right now).<\/p>\n<p>I’d love your feedback, and happy to answer anything!<\/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\/@vynsedev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vynsedev<\/a> Have you observed whether real-time presence actually increases time-on-site or conversion, or does it risk distracting users from the core flow?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such a fun idea! Feels like being back in my youth \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@builditn0w\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@builditn0w<\/a> thank you Lars!! Haha yeah good times, the social part (on Habbo Hotel especially) was still the main part… \ud83e\udd10<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>You brought me back 20 years back with the Habbo Hotel inspiration, love the idea! Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@seantiffonnet\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@seantiffonnet<\/a> Thanks for the nice words man! And glad you like it haha (maybe I could go fully pixel art \ud83d\ude02)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">From twitter. All the best in your launch<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aima\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aima<\/a> thanks a lot \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super refreshing compared to typical chat widgets. The one-line script + no signup friction is a big plus, and the nostalgia + utility combo is honestly pretty clever.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/5J72OZPHEPO43G\" class=\"app-title\">Ask Fellow<\/a><\/p>\n<div class=\"one-liner\">Automate post-meeting actions from documentation to emails<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">159<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Ask Fellow\u662f\u4e00\u6b3eAI\u4f1a\u8bae\u52a9\u624b\uff0c\u80fd\u5728\u4f1a\u524d\u3001\u4f1a\u4e2d\u3001\u4f1a\u540e\u81ea\u52a8\u5904\u7406\u7eaa\u8981\u3001\u751f\u6210\u8ddf\u8fdb\u90ae\u4ef6\u3001\u521b\u5efa\u6587\u6863\u5e76\u540c\u6b65\u81f3\u534f\u4f5c\u5e73\u53f0\uff0c\u65e8\u5728\u89e3\u51b3\u4f1a\u8bae\u6548\u7387\u4f4e\u4e0b\u3001\u4f1a\u540e\u884c\u52a8\u9879\u6613\u9057\u6f0f\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5c1251be-ff0d-4b51-9835-14c2d821db84.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/67cb62a1-fc33-4fcf-b42e-6d684f60afda.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/20914958-ae57-46b7-b329-7c9c81163975.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0cf8771f-c198-46fa-9f9c-2b8574a9781a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/36cbf22d-c54c-4a15-8640-c3d8ec813dd2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f96e2700-3106-4031-af72-12bf44e16631.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Meetings<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4f1a\u8bae\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u4f1a\u8bae\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u7eaa\u8981<\/span><br \/>\n <span class=\"tag\">\u4f1a\u540e\u8ddf\u8fdb<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u8bed\u97f3\u8f6c\u6587\u5b57<\/span><br \/>\n <span class=\"tag\">\u65e5\u5386\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u80af\u5b9a\u5176\u8bbe\u8ba1\u7f8e\u89c2\u53caAI\u529f\u80fd\u96c6\u6210\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u4ece\u201c\u8bb0\u5f55\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u6267\u884c\u4ee3\u7406\u201d\u7684\u5b9a\u4f4d\u8f6c\u53d8\u3002\u8bc4\u8bba\u4e2d\u672a\u63d0\u51fa\u5177\u4f53\u95ee\u9898\u6216\u6539\u8fdb\u5efa\u8bae\uff0c\u6574\u4f53\u4ee5\u795d\u8d3a\u548c\u671f\u5f85\u4e3a\u4e3b\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 Ask Fellow\u5ba3\u79f0\u4ece\u201cAI\u8bb0\u5f55\u5458\u201d\u8fdb\u5316\u4e3a\u201cAI\u4f1a\u8bae\u4ee3\u7406\u201d\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20\u5728\u4e8e\u5c06\u4f1a\u8bae\u8bed\u97f3\u6d41\u81ea\u52a8\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u95ed\u73af\u52a8\u4f5c\u2014\u2014\u5982\u751f\u6210\u90ae\u4ef6\u3001\u526a\u8f91\u89c6\u9891\u3001\u8f93\u51fa\u6587\u6863\u3002\u8fd9\u786e\u5b9e\u5207\u4e2d\u4e86\u73b0\u4ee3\u804c\u573a\u201c\u4f1a\u8bae\u590d\u4f1a\u8bae\uff0c\u884c\u52a8\u65e0\u4e0b\u6587\u201d\u7684\u987d\u75be\uff0c\u8bd5\u56fe\u586b\u8865\u201c\u6c9f\u901a\u201d\u4e0e\u201c\u6267\u884c\u201d\u95f4\u7684\u9e3f\u6c9f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5149\u9c9c\u5ba3\u4f20\u4e4b\u4e0b\uff0c\u6709\u51e0\u4e2a\u5173\u952e\u95ee\u9898\u4e9f\u5f85\u5ba1\u89c6\uff1a\u9996\u5148\uff0c\u4ea7\u54c1\u529f\u80fd\u770b\u4f3c\u5168\u9762\uff08\u7eaa\u8981\u3001\u90ae\u4ef6\u3001\u526a\u8f91\u3001\u6587\u6863\u3001\u65e5\u5386\uff09\uff0c\u4f46\u6bcf\u9879\u529f\u80fd\u7684\u5b9e\u9645\u6df1\u5ea6\u4e0e\u53ef\u9760\u6027\u5b58\u7591\u3002\u5728\u590d\u6742\u4f1a\u8bae\u573a\u666f\u4e2d\uff0cAI\u80fd\u5426\u51c6\u786e\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u533a\u5206\u91cd\u70b9\u4e0e\u95f2\u8c08\u3001\u63d0\u70bc\u51fa\u771f\u6b63\u7684\u884c\u52a8\u9879\uff1f\u5176\u6b21\uff0c\u5176\u201c\u4e00\u952e\u751f\u6210\u201d\u7684\u627f\u8bfa\u53ef\u80fd\u63a9\u76d6\u4e86\u540e\u7eed\u4eba\u5de5\u6821\u5bf9\u4e0e\u4fee\u6539\u7684\u6210\u672c\uff0c\u82e5\u8f93\u51fa\u8d28\u91cf\u4e0d\u7a33\u5b9a\uff0c\u53cd\u800c\u4f1a\u589e\u52a0\u7528\u6237\u8d1f\u62c5\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u770b\uff0c\u76ee\u524d\u53cd\u9988\u591a\u505c\u7559\u5728\u8868\u5c42\u8d5e\u8a89\uff0c\u7f3a\u4e4f\u771f\u5b9e\u3001\u6df1\u5ea6\u7684\u4f7f\u7528\u75db\u70b9\u53cd\u9988\u6216\u6548\u80fd\u63d0\u5347\u6570\u636e\uff0c\u8fd9\u4f7f\u5176\u5ba3\u79f0\u7684\u201c\u63d0\u5347\u751f\u4ea7\u529b\u201d\u6548\u679c\u5c1a\u5f85\u5e02\u573a\u4e25\u82db\u68c0\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u662f\u5728\u7ade\u4e89\u5df2\u767d\u70ed\u5316\u7684AI\u4f1a\u8bae\u8d5b\u9053\u4e2d\uff0c\u8bd5\u56fe\u901a\u8fc7\u201c\u81ea\u52a8\u5316\u6267\u884c\u201d\u6765\u6784\u5efa\u5dee\u5f02\u5316\u3002\u4f46\u5176\u771f\u6b63\u7684\u58c1\u5792\u5e76\u975e\u529f\u80fd\u5806\u780c\uff0c\u800c\u662f\u5bf9\u5de5\u4f5c\u6d41\u7ec6\u8282\u7684\u6df1\u523b\u7406\u89e3\u4e0eAI\u6267\u884c\u7684\u7cbe\u51c6\u5ea6\u3002\u82e5\u4e0d\u80fd\u5728\u8fd9\u4e9b\u6838\u5fc3\u5c42\u9762\u8fdc\u8d85\u540c\u7c7b\u4ea7\u54c1\uff0c\u5b83\u6050\u5c06\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u201c\u542c\u8d77\u6765\u5f88\u7f8e\u201d\u7684\u667a\u80fd\u73a9\u5177\uff0c\u800c\u975e\u771f\u6b63\u89e3\u653e\u751f\u4ea7\u529b\u7684\u5fc5\u5907\u5de5\u5177\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Ask Fellow<\/span>\n <\/div>\n<div class=\"comment-content\">The all-new Ask Fellow works before, during, and after every meeting \u2014 so you spend less time on the work around meetings and more time on the work that matters. Draft follow-up emails in one click, generate video clips, create and export docs to Notion, Confluence, or Google Docs, manage your calendar through natural language, and let Memory remember your preferences so you never repeat yourself. Ask Fellow turns conversations into momentum.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! We\u2019re excited to be back with another launch.<br \/>We built Fellow because we knew meetings could be more productive. But as AI evolved, we realized the real problem wasn\u2019t just capturing what happened, it was everything that comes after:<br \/>– The follow-up email you didn\u2019t send<br \/>– The doc you never created<br \/>– The action item that fell through the cracks<br \/>The all-new Ask Fellow is our answer to that: not just an AI notetaker that listens, but an AI Meeting Agent that actually does the work for you.<br \/>We\u2019d love to hear what you think, and what you\u2019d want it to do next!<\/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\/@aydin_mirzaee\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aydin_mirzaee<\/a> Good work<\/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>Huge congrats to the team on this release!!! <\/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\">Thanks @francescod_ales !!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, as a constant daily user I’m extremely excited with the new integrated AI functions<\/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>Wow! Beautiful design and UI \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/DTBYM23U4WWJKS\" class=\"app-title\">DemoMe<\/a><\/p>\n<div class=\"one-liner\">Turn screen recordings into polished demo videos instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">157<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>DemoMe \u662f\u4e00\u6b3e\u5e2e\u52a9\u72ec\u7acb\u5f00\u53d1\u8005\u5c06\u5c4f\u5e55\u5f55\u5236\u548c\u622a\u56fe\u5feb\u901f\u8f6c\u6362\u4e3a\u7cbe\u7f8e\u6f14\u793a\u89c6\u9891\u7684\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u89e3\u51b3\u5728\u793e\u4ea4\u5a92\u4f53\u3001\u5e94\u7528\u5546\u5e97\u9884\u89c8\u7b49\u573a\u666f\u4e2d\u5236\u4f5c\u4ea7\u54c1\u6f14\u793a\u89c6\u9891\u8017\u65f6\u7e41\u7410\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/2ca06134-2624-4c16-a069-01ce55656a0c.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/sMagYNolDEw?feature=share\"><source src=\"https:\/\/youtube.com\/shorts\/sMagYNolDEw?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<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/64e16fd7-2d01-42a1-a9ec-ab652138077c.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\/5373bef1-a2e9-4f9a-8382-362097eab024.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\/7092c5a2-73bf-44bd-aa51-dcbab6ab4f94.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\/6f73a3ec-0a04-4eb4-aa41-e09c906dc375.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\/e5648418-2838-40b0-9346-1ef521b2f538.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\">Design Tools<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5c4f\u5e55\u5f55\u5236\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u6f14\u793a\u89c6\u9891\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u7aef\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8bbe\u5907\u672c\u5730\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u89c6\u9891\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u5546\u5e97\u9884\u89c8<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u53d1\u5e03<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u5176\u6781\u7b80\u8bbe\u8ba1\u548c\u79fb\u52a8\u7aef\u4e13\u6ce8\u7684\u5b9a\u4f4d\u3002\u4e3b\u8981\u8be2\u95ee\u5305\u62ec\uff1a\u662f\u5426\u4e13\u6ce8\u4e8e\u79fb\u52a8\u7aef\uff08\u5df2\u786e\u8ba4\uff09\u3001\u5730\u533a\u53ef\u7528\u6027\uff08\u6cd5\u56fd\u5df2\u5b89\u6392\u4e0a\u67b6\uff09\u3002\u5f00\u53d1\u8005\u79ef\u6781\u4e92\u52a8\uff0c\u5c55\u73b0\u4e86\u4ea7\u54c1\u4ee5\u5f00\u53d1\u8005\u4e3a\u4e2d\u5fc3\u7684\u7406\u5ff5\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 DemoMe \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u901a\u7528\u5de5\u5177\u5ffd\u89c6\u7684\u7ec6\u5206\u5e02\u573a\uff1a\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u8f7b\u91cf\u7ea7\u6f14\u793a\u89c6\u9891\u5236\u4f5c\u3002\u5176\u5ba3\u79f0\u7684\u201c\u5168\u8bbe\u5907\u8fd0\u884c\u201d\u662f\u6838\u5fc3\u4eae\u70b9\uff0c\u5728\u6570\u636e\u9690\u79c1\u654f\u611f\u548c\u7f51\u7edc\u73af\u5883\u4e0d\u5747\u7684\u80cc\u666f\u4e0b\uff0c\u6784\u6210\u4e86\u5bf9\u4e91\u5904\u7406\u5de5\u5177\u7684\u5dee\u5f02\u5316\u4f18\u52bf\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5c06\u4e00\u5957\u9ad8\u5ea6\u5782\u76f4\u5316\u3001\u9884\u8bbe\u597d\u7684\u201c\u89c6\u9891\u6a21\u677f+\u81ea\u52a8\u5904\u7406\u201d\u6d41\u7a0b\u4ea7\u54c1\u5316\uff0c\u7528\u6709\u9650\u7684\u5b9a\u5236\u6027\u6362\u53d6\u6781\u81f4\u7684\u901f\u5ea6\uff0c\u8fd9\u4e0e\u5176\u76ee\u6807\u7528\u6237\u201c\u5feb\u901f\u4e0a\u7ebf\u201d\u7684\u9700\u6c42\u9ad8\u5ea6\u543b\u5408\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u7cbe\u7f8e\u9ed8\u8ba4\u503c\u201d\u7684\u7b56\u7565\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u5728\u6ee1\u8db3\u57fa\u7840\u9700\u6c42\u3001\u5efa\u7acb\u521d\u671f\u53e3\u7891\u540e\uff0c\u53ef\u80fd\u4f1a\u9762\u4e34\u4e24\u91cd\u6311\u6218\uff1a\u4e00\u662f\u529f\u80fd\u6df1\u5ea6\u4e0d\u8db3\uff0c\u5f53\u7528\u6237\u9700\u8981\u66f4\u4e2a\u6027\u5316\u7684\u6f14\u793a\uff08\u5982\u591a\u8bbe\u5907\u5207\u6362\u3001\u590d\u6742\u6807\u6ce8\uff09\u65f6\uff0c\u5de5\u5177\u53ef\u80fd\u65e0\u6cd5\u6ee1\u8db3\uff1b\u4e8c\u662f\u5546\u4e1a\u5929\u82b1\u677f\u8f83\u4f4e\uff0c\u4f5c\u4e3a\u4e00\u6b21\u6027\u4ed8\u8d39\u6216\u4f4e\u4ef7\u8ba2\u9605\u5de5\u5177\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u5bb9\u6613\u53d7\u5230\u529f\u80fd\u66f4\u5168\u9762\u7684\u514d\u8d39\u6216\u4e13\u4e1a\u89c6\u9891\u7f16\u8f91\u8f6f\u4ef6\u7684\u6324\u538b\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u6216\u8bb8\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u5bf9\u7279\u5b9a\u7528\u6237\u7fa4\u4f53\u5de5\u4f5c\u6d41\u75db\u70b9\u7684\u654f\u9510\u6355\u6349\u548c\u6781\u81f4\u7b80\u5316\u3002\u5176\u957f\u671f\u6210\u529f\u7684\u5173\u952e\uff0c\u5728\u4e8e\u80fd\u5426\u5728\u4fdd\u6301\u201c\u7b80\u5355\u5feb\u901f\u201d\u5185\u6838\u7684\u540c\u65f6\uff0c\u901a\u8fc7\u53ef\u6269\u5c55\u7684\u6a21\u677f\u7cfb\u7edf\u6216\u667a\u80fd\u529f\u80fd\uff0c\u6784\u5efa\u8d77\u9002\u5ea6\u7684\u62a4\u57ce\u6cb3\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u6700\u5c0f\u5316\u53ef\u884c\u4ea7\u54c1\uff08MVP\uff09\uff0c\u4f46\u8981\u60f3\u4ece\u201c\u6709\u7528\u7684\u5c0f\u5de5\u5177\u201d\u6210\u957f\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u5e73\u53f0\u201d\uff0c\u8def\u5f84\u5c1a\u4e0d\u6e05\u6670\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\">DemoMe<\/span>\n <\/div>\n<div class=\"comment-content\">DemoMe helps indie developers turn screen recordings and screenshots into polished demo videos in seconds. Unlike traditional video editors, DemoMe is built specifically for product demos. It focuses on speed, consistency, and beautiful defaults so you can ship faster. Everything runs fully on-device. No uploads. No cloud processing. Perfect for App Store previews, Product Hunt launches, landing pages, and social media posts.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I built DemoMe because I was tired of spending way too much time editing simple demo videos for my own apps.<\/p>\n<p>Every time I wanted to post on social media or prepare an App Store preview, I had to open a full video editor just to add a frame, blur the background, and tweak positioning.<\/p>\n<p>So I decided to build something focused on one thing only:<br \/>\nturning screen recordings into beautiful product demos as fast as possible.<\/p>\n<p>DemoMe automatically fits your recording into an iPhone frame, adds a blurred background, and applies subtle motion. No timeline. No complexity.<\/p>\n<p>It\u2019s built for indie developers, by an indie developer.<\/p>\n<p>Would love your feedback \u2014 what features would make this even more useful for your workflow?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks really cool, congrats! Do you have a special focus on Mobile?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@khashayar_mansourizadeh1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@khashayar_mansourizadeh1<\/a> <br \/>Thank you!<\/p>\n<p>Yes \u2014 DemoMe is 100% mobile-focused. The idea was to remove the need for desktop tools and let developers create polished demos directly on their iPhone (TestFlight).<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>can you make it available in France ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@boukar_sall\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@boukar_sall<\/a> <br \/>Yes, I can definitely make it available in France. I\u2019ve already submitted the request to the App Store, and it\u2019s currently in progress.<\/p>\n<p>Thanks for 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\">\n<p>Cool! I love the minimalistic design. Although functions are limited this way, the room for unecessary elements are also removed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peterz_shu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterz_shu<\/a> <br \/>Thanks for the feedback!<\/p>\n<p>I\u2019m happy you noticed the minimal design. That was very intentional \u2014 fewer distractions, better defaults.<\/p>\n<p>Appreciate you checking it out and sharing your thoughts!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/TA2P65U73N7YYP\" class=\"app-title\">Mercury 2<\/a><\/p>\n<div class=\"one-liner\">Fastest reasoning LLM built for instant production AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">138<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Mercury 2\u662f\u4e00\u6b3e\u91c7\u7528\u5e76\u884c\u6269\u6563\u63a8\u7406\u67b6\u6784\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u901a\u8fc7\u540c\u65f6\u751f\u6210\u6240\u6709\u4ee4\u724c\u5b9e\u73b0\u8d85\u9ad8\u901f\u63a8\u7406\uff0c\u5728\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u3001\u5b9e\u65f6\u8bed\u97f3\u5e94\u7528\u7b49\u5bf9\u5ef6\u8fdf\u6781\u5176\u654f\u611f\u7684\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u56e0\u4f20\u7edf\u987a\u5e8f\u89e3\u7801\u5bfc\u81f4\u7d2f\u79ef\u5ef6\u8fdf\u8fc7\u9ad8\u3001\u54cd\u5e94\u6162\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/52afa92c-f7b1-4d2d-be34-9c434544813e.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=yGd8OS6oSjc\"><source src=\"https:\/\/www.youtube.com\/watch?v=yGd8OS6oSjc\" 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\/0fe8082d-93e6-4db0-9c72-d6f2827d0f97.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/199d53d2-dcb5-4267-85f2-2c01f8b935d2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c0c107fe-55bf-4227-9930-9479d279cb00.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/677755a8-794c-46a2-a379-7fc9c0aa1361.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c53358c8-7842-4ae2-a174-a1825f35d435.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\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u63a8\u7406\u5927\u8bed\u8a00\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u6269\u6563\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u5e76\u884c\u89e3\u7801<\/span><br \/>\n <span class=\"tag\">\u4f4e\u5ef6\u8fdf\u63a8\u7406<\/span><br \/>\n <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u9ad8\u6027\u80fdAPI<\/span><br \/>\n <span class=\"tag\">\u6a21\u578b\u52a0\u901f<\/span><br \/>\n <span class=\"tag\">\u751f\u6210\u5f0fAI<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u7ea7AI<\/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\u6269\u6563\u6a21\u578b\u8def\u5f84\u611f\u5230\u5174\u594b\uff0c\u8ba4\u53ef\u5176\u901f\u5ea6\u7a81\u7834\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u4e8e\uff1a\u5e76\u884c\u673a\u5236\u5982\u4f55\u4fdd\u8bc1\u957f\u6587\u672c\u8f93\u51fa\u7684\u4e00\u81f4\u6027\uff1b\u8d85\u9ad8\u901f\u5ea6\u5e26\u6765\u7684\u5177\u4f53\u5546\u4e1a\u4ef7\u503c\uff08\u662f\u964d\u4f4e\u6210\u672c\u8fd8\u662f\u89e3\u9501\u65b0\u573a\u666f\uff09\u5c1a\u4e0d\u6e05\u6670\uff1b\u8981\u6c42\u6f84\u6e05\u201c\u63a8\u7406\u201d\u7684\u5177\u4f53\u5b9a\u4e49\u5e76\u5e0c\u671b\u770b\u5230\u6280\u672f\u6587\u6863\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 Mercury 2\u5c06\u56fe\u50cf\u751f\u6210\u9886\u57df\u7684\u6269\u6563\u6a21\u578b\u8303\u5f0f\u5f15\u5165LLM\uff0c\u4ee5\u201c\u5e76\u884c\u7cbe\u70bc\u201d\u53d6\u4ee3\u201c\u987a\u5e8f\u89e3\u7801\u201d\uff0c\u8fd9\u4e0d\u4ec5\u662f\u5de5\u7a0b\u4f18\u5316\uff0c\u66f4\u662f\u4e00\u6b21\u5e95\u5c42\u751f\u6210\u903b\u8f91\u7684\u8303\u5f0f\u8f6c\u6362\u3002\u5176\u5ba3\u79f0\u76841000+ tokens\/\u79d2\u7684\u901f\u5ea6\uff0c\u76f4\u6307\u5f53\u524dAI\u5e94\u7528\uff0c\u5c24\u5176\u662f\u591a\u6b65\u667a\u80fd\u4f53\uff08Agentic Loops\uff09\u7684\u81f4\u547d\u74f6\u9888\uff1a\u5ef6\u8fdf\u7d2f\u79ef\u3002\u4f20\u7edf\u94fe\u5f0f\u8c03\u7528\u4e2d\uff0c\u6bcf\u4e00\u6b65\u7684\u5ef6\u8fdf\u90fd\u5728\u53e0\u52a0\uff0c\u6700\u7ec8\u7528\u6237\u4f53\u9a8c\u5448\u6307\u6570\u7ea7\u6076\u5316\u3002Mercury 2\u82e5\u80fd\u7a33\u5b9a\u4ea4\u4ed8\u201c\u63a8\u7406\u7ea7\u8d28\u91cf\u201d\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5355\u7eaf\u7684\u201c\u66f4\u5feb\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u6b64\u524d\u56e0\u5ef6\u8fdf\u8fc7\u9ad8\u800c\u4e0d\u53ef\u80fd\u5b9e\u73b0\u7684\u590d\u6742\u3001\u5b9e\u65f6\u4ea4\u4e92AI\u5e94\u7528\u53d8\u4e3a\u53ef\u80fd\uff0c\u4f8b\u5982\u9ad8\u5b9e\u65f6\u6027\u8c08\u5224AI\u3001\u6beb\u79d2\u7ea7\u4ee3\u7801\u8865\u5168\u4e0e\u8fed\u4ee3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5149\u73af\u4e4b\u4e0b\u7591\u70b9\u91cd\u91cd\u3002\u9996\u5148\uff0c\u201c\u63a8\u7406\u201d\u7684\u5b9a\u4e49\u6a21\u7cca\u3002\u5728\u987a\u5e8f\u6a21\u578b\u4e2d\uff0c\u63a8\u7406\u80fd\u529b\u4e0e\u201c\u601d\u7ef4\u94fe\u201d\u7d27\u5bc6\u76f8\u5173\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u601d\u8003\u8fc7\u7a0b\u3002\u5e76\u884c\u6269\u6563\u6a21\u578b\u5982\u4f55\u6a21\u62df\u6216\u5b9e\u73b0\u8fd9\u4e00\u8fc7\u7a0b\uff1f\u5176\u8f93\u51fa\u7684\u4e00\u81f4\u6027\u3001\u903b\u8f91\u8fde\u8d2f\u6027\uff0c\u5c24\u5176\u5728\u957f\u6587\u672c\u590d\u6742\u4efb\u52a1\u4e2d\uff0c\u9700\u8981\u8fc7\u786c\u7684\u6280\u672f\u767d\u76ae\u4e66\u548c\u57fa\u51c6\u6d4b\u8bd5\u6765\u8bc1\u660e\uff0c\u800c\u975e\u4ec5\u4ec5\u901f\u5ea6\u6307\u6807\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u6307\u51fa\u7684\u201c\u5e94\u7528\u573a\u666f\u5177\u4f53\u5316\u201d\u95ee\u9898\u5207\u4e2d\u8981\u5bb3\u3002\u901f\u5ea6\u4f18\u52bf\u5fc5\u987b\u8f6c\u5316\u4e3a\u4e0d\u53ef\u66ff\u4ee3\u7684\u7528\u4f8b\u4ef7\u503c\uff0c\u662f\u5927\u5e45\u964d\u4f4e\u670d\u52a1\u5668\u6210\u672c\uff0c\u8fd8\u662f\u80fd\u652f\u6491\u8d77\u5168\u65b0\u7684\u4ea7\u54c1\u5f62\u6001\uff08\u5982\u771f\u4eba\u5bf9\u8bdd\u7ea7\u5ef6\u8fdf\u7684AI\u6559\u7ec3\uff09\uff1f\u56e2\u961f\u9700\u8981\u63d0\u4f9b\u4e00\u4e2a\u6781\u5177\u8bf4\u670d\u529b\u7684\u201c\u6740\u624b\u7ea7\u573a\u666f\u201d\u6848\u4f8b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u76ee\u524d\u6765\u770b\uff0cMercury 2\u662f\u4e00\u6b21\u5927\u80c6\u4e14\u5fc5\u8981\u7684\u6280\u672f\u7a81\u56f4\uff0c\u5b83\u8feb\u4f7f\u884c\u4e1a\u601d\u8003\u540eTransformer\u65f6\u4ee3\u7684\u53ef\u80fd\u6027\u3002\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u4e0d\u53d6\u51b3\u4e8e\u70ab\u6280\u5f0f\u7684\u901f\u5ea6\u6570\u5b57\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u8d28\u91cf-\u901f\u5ea6-\u6210\u672c\u201d\u94c1\u4e09\u89d2\u4e2d\uff0c\u627e\u5230\u4e00\u4e2a\u7a33\u5b9a\u4e14\u53ef\u6301\u7eed\u7684\u5e73\u8861\u70b9\uff0c\u5e76\u8bc1\u660e\u5176\u5e76\u884c\u8def\u5f84\u5728\u590d\u6742\u8ba4\u77e5\u4efb\u52a1\u4e0a\u4e0d\u662f\u727a\u7272\u8d28\u91cf\u7684\u6377\u5f84\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u4f1a\u505c\u7559\u5728\u5bf9\u5ef6\u8fdf\u6709\u6781\u81f4\u8981\u6c42\u3001\u4f46\u5bf9\u8f93\u51fa\u8d28\u91cf\u5bb9\u9519\u7387\u8f83\u9ad8\u7684\u7ec6\u5206\u573a\u666f\u4e2d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Mercury 2<\/span>\n <\/div>\n<div class=\"comment-content\">Mercury 2 ditches sequential decoding for parallel refinement. As the first reasoning diffusion LLM, it generates tokens simultaneously to hit 1,000+ tokens\/sec. This delivers reasoning-grade quality inside tight latency budgets for your agentic loops.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone!<\/p>\n<p><strong>Diffusion models<\/strong>, or <em>dLLMs<\/em>, are currently one of the most promising paths outside the standard autoregressive route. Everyone is exploring this space right now, from <a href=\"https:\/\/www.producthunt.com\/products\/seed-diffusion\" target=\"_blank\" rel=\"noopener\">@Seed Diffusion<\/a> to <a href=\"https:\/\/www.producthunt.com\/products\/dream-7b\" target=\"_blank\" rel=\"noopener\">@Dream 7B<\/a> and even <a href=\"https:\/\/www.producthunt.com\/products\/gemini-diffusion\" target=\"_blank\" rel=\"noopener\">@Gemini Diffusion<\/a>. But the standout player is definitely <a href=\"https:\/\/www.inceptionlabs.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Inception<\/a> with their Mercury series, and they just pushed their second generation live.<\/p>\n<p>The architectural shift changes everything about latency. Mercury 2 abandons standard left-to-right sequential decoding. Parallel refinement drives the generation instead. Think of the model less like a typewriter printing one token at a time and more like an editor revising a full draft simultaneously.<\/p>\n<p>This parallel approach makes the inference insanely fast. Hitting over <strong>1,000 tokens per second<\/strong> gives you a <strong>5x speedup<\/strong> over leading speed-optimized models. This fundamentally alters the equation for multi-step agentic loops or real-time voice apps where latency compounds across every single step.<\/p>\n<p>The API is strictly OpenAI compatible, so you do not need to rewrite any code. You can <a href=\"https:\/\/www.inceptionlabs.ai\/early-access\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">apply<\/a> for early access to the API or just <a href=\"https:\/\/chat.inceptionlabs.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">chat with it<\/a> right now to feel the raw speed of a next-gen diffusion model.<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a>  Incredible stuff. Just applied for early access!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the approach here, diffusion for LLMs is exciting to see at scale.<\/p>\n<p>I\u2019m curious, with parallel refinement at that speed, how do you make sure the outputs stay consistent. especially on longer reasoning tasks?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Parallel refinement instead of sequential decoding is a bold technical shift. 1,000+ tokens per second with reasoning grade quality is not a small claim, especially for agentic loops where latency compounds fast.<\/p>\n<p>From a positioning angle, though, the speed story is clear, but the practical transformation could be sharper. Is the real win lower infra cost, smoother agent chains, or enabling use cases that were previously too slow to ship?<\/p>\n<p>You could test framing Mercury 2 around one concrete before and after scenario, like what becomes possible at 1,000 tokens per second that was painful before.<\/p>\n<p>Curious, what is the first production use case where teams feel this speed difference most viscerally?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congratulations! What do you mean by ‘reasoning’ for a diffusion llm? Do you have a paper\/blog post you could point me to?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>this is just awesome!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DEX4L6EQZDBIHE\" class=\"app-title\">VibePad<\/a><\/p>\n<div class=\"one-liner\">Control AI coding assistants with a gamepad from your couch<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">116<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>VibePad\u662f\u4e00\u6b3e\u514d\u8d39\u7684macOS\u83dc\u5355\u680f\u5e94\u7528\uff0c\u5b83\u5c06\u6e38\u620f\u624b\u67c4\u6620\u5c04\u4e3a\u952e\u76d8\u5feb\u6377\u952e\uff0c\u8ba9\u7528\u6237\u80fd\u5728\u6c99\u53d1\u4e0a\u7528\u624b\u67c4\u8f7b\u677e\u63a7\u5236AI\u7f16\u7a0b\u52a9\u624b\uff08\u5982Claude Code\u3001Cursor\uff09\u7684\u6838\u5fc3\u5de5\u4f5c\u6d41\uff0c\u89e3\u51b3\u4e86AI\u7f16\u7a0b\u4e2d\u91cd\u590d\u6027\u64cd\u4f5c\u9891\u7e41\u3001\u4f20\u7edf\u952e\u76d8\u64cd\u4f5c\u4e0d\u591f\u4fbf\u6377\u8212\u9002\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a9016e7a-8b15-4dc9-8ac7-3c36bacad907.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f07c52af-90de-4700-ae9d-6b55829258e8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a51bfb30-fc39-4c39-bfe9-6a0f4e6063cf.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\/456a2b0c-4917-4b9d-b7c0-6babdf43a376.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/EzJXI-_DjEU\"><source src=\"https:\/\/youtu.be\/EzJXI-_DjEU\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u624b\u67c4\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u952e\u76d8\u6620\u5c04<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u4ea4\u4e92\u521b\u65b0<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u529e\u516c<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f11\u95f2\u5f0f\u7f16\u7a0b<\/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\u5c06AI\u7f16\u7a0b\u6838\u5fc3\u5faa\u73af\uff08\u63a5\u53d7\u3001\u62d2\u7edd\u3001\u6eda\u52a8\u3001\u542c\u5199\uff09\u6e38\u620f\u624b\u67c4\u5316\u7684\u521b\u610f\uff0c\u8ba4\u4e3a\u5b83\u63d0\u5347\u4e86\u8212\u9002\u5ea6\u548c\u4e50\u8da3\u3002\u521b\u59cb\u4eba\u201c\u81ea\u98df\u5176\u679c\u201d\uff08\u7528VibePad\u5f00\u53d1VibePad\uff09\u7684\u5b9e\u8df5\u5907\u53d7\u63a8\u5d07\u3002\u6682\u65e0\u529f\u80fd\u6027\u8d28\u7591\u6216\u5177\u4f53\u6539\u8fdb\u5efa\u8bae\uff0c\u8bc4\u8bba\u4ee5\u80af\u5b9a\u548c\u597d\u5947\u4e3a\u4e3b\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 VibePad\u8868\u9762\u4e0a\u662f\u4e00\u4e2a\u5c06\u6e38\u620f\u624b\u67c4\u53d8\u4e3aAI\u7f16\u7a0b\u5feb\u6377\u952e\u7684\u201c\u73a9\u5177\u201d\uff0c\u4f46\u5176\u5185\u6838\u63ed\u793a\u4e86\u4e00\u4e2a\u6b63\u5728\u6d6e\u73b0\u7684\u8d8b\u52bf\uff1a**\u201c\u4f4e\u63a5\u89e6\u201d\u6216\u201c\u73af\u5883\u5f0f\u201d\u4ea4\u4e92\u6b63\u5728\u4fb5\u5165\u4f20\u7edf\u751f\u4ea7\u529b\u573a\u666f**\u3002\u5b83\u654f\u9510\u5730\u6355\u6349\u5230\u4e86AI\u8f85\u52a9\u7f16\u7a0b\u5de5\u4f5c\u6d41\u7684\u672c\u8d28\u2014\u2014\u4e00\u4e2a\u7531\u201c\u63a5\u53d7\u3001\u62d2\u7edd\u3001\u6eda\u52a8\u3001\u5bfc\u822a\u3001\u53e3\u8ff0\u201d\u6784\u6210\u7684\u7b80\u5355\u9ad8\u9891\u5faa\u73af\u3002\u4f20\u7edf\u952e\u76d8\u9f20\u6807\u5bf9\u6b64\u662f\u8fc7\u5269\u4e14\u4e0d\u8212\u9002\u7684\uff0c\u5c24\u5176\u5728\u975e\u6b63\u5f0f\u73af\u5883\uff08\u5982\u6c99\u53d1\uff09\u4e2d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5176\u6280\u672f\u590d\u6742\u5ea6\uff08\u57fa\u4e8e\u7cfb\u7edf\u65e0\u969c\u788dAPI\u7684\u952e\u4f4d\u6620\u5c04\uff09\uff0c\u800c\u5728\u4e8e\u5176**\u5bf9\u5de5\u4f5c\u573a\u666f\u4e0e\u5de5\u4f5c\u59ff\u6001\u7684\u5927\u80c6\u89e3\u6784**\u3002\u5b83\u6311\u6218\u4e86\u201c\u4e25\u8083\u5de5\u4f5c\u5fc5\u987b\u5728\u529e\u516c\u684c\u524d\u7528\u952e\u76d8\u5b8c\u6210\u201d\u7684\u56fa\u6709\u8303\u5f0f\uff0c\u5c06\u90e8\u5206\u7f16\u7a0b\u6d3b\u52a8\u8f6c\u5316\u4e3a\u4e00\u79cd\u8fd1\u4e4e\u4f11\u95f2\u3001\u57fa\u4e8e\u808c\u8089\u8bb0\u5fc6\u7684\u64cd\u63a7\u4f53\u9a8c\u3002\u8fd9\u5e76\u975e\u8981\u53d6\u4ee3\u952e\u76d8\uff0c\u800c\u662f\u4e3a\u7279\u5b9a\u3001\u91cd\u590d\u7684\u201c\u5fae\u4ea4\u4e92\u201d\u63d0\u4f9b\u4e86\u66f4\u7b26\u5408\u4eba\u4f53\u5de5\u5b66\u3001\u66f4\u653e\u677e\u7684\u66ff\u4ee3\u65b9\u6848\u3002\n <\/p>\n<p class=\"ai-content\">\n \u521b\u59cb\u4eba\u7684\u201c\u81ea\u98df\u5176\u679c\u201d\u662f\u6700\u9ad8\u660e\u7684\u4ea7\u54c1\u5ba3\u8a00\uff0c\u5b83\u4e0d\u4ec5\u662f\u6781\u81f4\u7684Dogfooding\uff0c\u66f4\u620f\u5267\u5316\u5730\u8bc1\u660e\u4e86\u8be5\u5de5\u4f5c\u6d41\u5728\u771f\u5b9e\u5f00\u53d1\u4e2d\u7684\u53ef\u884c\u6027\u3002\u7136\u800c\uff0c\u5176\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\uff1a\u5b83\u6df1\u5ea6\u7ed1\u5b9a\u5f53\u524dAI\u7f16\u7a0b\u5de5\u5177\uff08\u5982Claude Code\uff09\u7684\u4ea4\u4e92\u6a21\u5f0f\uff0c\u82e5\u540e\u8005\u5de5\u4f5c\u6d41\u53d1\u751f\u5de8\u53d8\uff0c\u5de5\u5177\u9700\u53ca\u65f6\u9002\u914d\u3002\u6b64\u5916\uff0c\u5b83\u76ee\u524d\u66f4\u50cf\u4e00\u4e2a\u89e3\u51b3\u7279\u5b9a\u201c\u75d2\u70b9\u201d\u7684\u7cbe\u81f4\u5229\u5668\uff0c\u800c\u975e\u901a\u7528\u751f\u4ea7\u529b\u9769\u547d\u3002\u5176\u5f00\u6e90\u3001\u514d\u8d39\u3001\u65e0\u8ba2\u9605\u7684\u6a21\u5f0f\uff0c\u5de9\u56fa\u4e86\u5176\u4f5c\u4e3a\u6781\u5ba2\u793e\u533a\u4e2d\u4e00\u4e2a\u9177\u70ab\u5b9e\u9a8c\u54c1\u7684\u5b9a\u4f4d\uff0c\u4f46\u5546\u4e1a\u6f5c\u529b\u5b58\u7591\u3002\u5b83\u66f4\u50cf\u4e00\u4e2a\u4fe1\u53f7\uff0c\u9884\u793a\u7740\u4eba\u673a\u4ea4\u4e92\u754c\u9762\u6b63\u968f\u7740AI\u4ee3\u7406\u7684\u666e\u53ca\uff0c\u4ece\u201c\u7cbe\u786e\u5168\u9762\u201d\u5411\u201c\u76f4\u89c9\u5316\u3001\u573a\u666f\u5316\u201d\u6084\u7136\u6f14\u53d8\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\">VibePad<\/span>\n <\/div>\n<div class=\"comment-content\">VibePad is a free macOS menu bar app that maps your gamepad to keyboard shortcuts. Built for AI coding tools like Claude Code and Codex where the workflow is mostly Accept, Reject, Scroll, Navigate and Dictate. X – approve, O – reject, L2 trigger = hold-to-talk dictation, Right stick = scroll. Config is a JSON file if you want to remap anything. Native Swift. Open source. No account, no subscription, no catch. The idea started as a joke – then I built most of VibePad using VibePad itself.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">hey PH! i’m Vova. I love to vibe code on a cozy evening from the couch.<\/p>\n<p>My claude code sessions are 5 actions on repeat – accept, reject, scroll, navigate, dictate a prompt. a keyboard is overkill for that. a PS5 controller handles all of it.<\/p>\n<p>VibePad sits in your menu bar, detects your gamepad, and injects keypresses via macOS Accessibility API. same mechanism as any key remapper, just with a controller.<\/p>\n<p>The dogfooding part is my favorite – around commit 30 i switched to building VibePad with VibePad. the website too. it’s way more fun than a keyboard. evening coding went from “more work at my desk” to something that feels like gaming.<\/p>\n<p>Free, open source, works with Claude Code and Cursor out of the box.<br \/>\nhappy to answer questions about the build or the workflow.<\/p>\n<p>Go set it up, let me know when it’s done or if PH asks for anything I didn’t cover.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Turning AI coding into a couch-friendly, almost console-style workflow is lowkey genius. The Accept \/ Reject \/ Scroll \/ Dictate loop really <em>is<\/em> the core loop of AI coding right now mapping that to muscle memory just makes sense. Also building VibePad with VibePad?? That\u2019s founder energy. This feels like the beginning of ambient coding where your keyboard isn\u2019t the main character anymore \ud83c\udfae\ud83d\udcbb<\/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>This is such a cool idea<a href=\"https:\/\/www.producthunt.com\/@vova_ignatov\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"vova_ignatov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vova_ignatov<\/a>! <\/p>\n<p>Building VibePad with VibePad is a fantastic example of dogfooding. It’s awesome that you’ve made coding feel more like gaming. I will try it for sure<\/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\/@diegodau\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@diegodau<\/a> Thanks, looking forward to your feedback \u2764\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I don’t know how functional this is but respect. \ud83e\udee1<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/OX5Z7BFXYVH6NZ\" class=\"app-title\">Yuma Social AI<\/a><\/p>\n<div class=\"one-liner\">Put your ecommerce social media on auto-pilot<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">116<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Yuma Social AI\u662f\u4e00\u6b3e\u901a\u8fc7AI\u81ea\u52a8\u76d1\u63a7\u3001\u5206\u7c7b\u5e76\u54cd\u5e94Facebook\u3001Instagram\u548cTikTok\u793e\u4ea4\u8bc4\u8bba\u7684\u5de5\u5177\uff0c\u4e3a\u7535\u5546\u54c1\u724c\u5728\u793e\u4ea4\u5a92\u4f53\u516c\u5f00\u4e92\u52a8\u573a\u666f\u4e2d\u89e3\u51b3\u8bc4\u8bba\u7ba1\u7406\u4eba\u529b\u4e0d\u8db3\u3001\u54cd\u5e94\u4e0d\u53ca\u65f6\u5bfc\u81f4\u7684\u54c1\u724c\u4fe1\u4efb\u4e0e\u9500\u552e\u6d41\u5931\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e294927d-9a81-49f4-9679-b6660ad5d31e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/86ecb0e7-7de5-4f57-8a0f-381698f59eec.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9c42b560-1f57-4a44-a32b-f151c8a1e7a6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/077c902e-b6aa-49c2-aa6d-9e1fa6d155c6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1853a6a-6465-4cac-9d8d-05ecc511ea59.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\/ef49b6aa-4eae-47fa-a492-eed47285ad6f.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/6X6W_k6Cs8c?si=qI1bBnxHrThd0h1D\"><source src=\"https:\/\/youtu.be\/6X6W_k6Cs8c?si=qI1bBnxHrThd0h1D\" 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\">SaaS<\/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\">\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u8bc4\u8bba\u5ba1\u6838<\/span><br \/>\n <span class=\"tag\">\u7535\u5546\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u4e92\u52a8<\/span><br \/>\n <span class=\"tag\">\u591a\u5e73\u53f0\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5371\u673a\u9884\u9632<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u56de\u590d<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u4ea7\u54c1\u89e3\u51b3\u54c1\u724c\u4e92\u52a8\u7f3a\u5931\u7684\u4ef7\u503c\uff0c\u521b\u59cb\u4eba\u8be6\u8ff0\u5f00\u53d1\u80cc\u666f\u4e0e\u529f\u80fd\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u4e8e\u4ea7\u54c1\u6f14\u8fdb\u65b9\u5411\uff08\u662f\u5426\u6269\u5c55\u81f3\u5168\u793e\u4ea4\u8046\u542c\uff09\u3001\u8de8\u533a\u57df\/\u4ea7\u54c1\u7ebf\u7684\u8bed\u6c14\u5bf9\u9f50\u98ce\u9669\u3001\u5e73\u53f0\u5bf9AI\u8bc4\u8bba\u7684\u6807\u8bb0\u653f\u7b56\uff0c\u4ee5\u53ca\u4e3b\u52a8\u5728\u76f8\u5173\u5185\u5bb9\u4e0b\u8bc4\u8bba\u7684\u529f\u80fd\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Yuma Social AI\u7684\u5b9e\u8d28\uff0c\u662f\u5c06\u7535\u5546\u5ba2\u670d\u81ea\u52a8\u5316\u4e2d\u5df2\u9a8c\u8bc1\u7684\u201c\u5206\u7c7b-\u89c4\u5219-\u6267\u884c\u201d\u903b\u8f91\uff0c\u79fb\u690d\u81f3\u793e\u4ea4\u5a92\u4f53\u8fd9\u4e00\u516c\u5f00\u4e14\u6df7\u6c8c\u7684\u573a\u57df\u3002\u5176\u5ba3\u79f0\u7684\u201c60%\u81ea\u52a8\u5316\u5ba1\u6838\u201d\u770b\u4f3c\u662f\u6548\u7387\u5de5\u5177\uff0c\u4f46\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\u5c06\u539f\u672c\u4e0d\u53ef\u63a7\u7684\u516c\u5f00\u8bc4\u8bba\u6d41\uff0c\u8f6c\u5316\u4e3a\u53ef\u88ab\u89c4\u5219\u5316\u5904\u7406\u7684\u201c\u7c7b\u5de5\u5355\u201d\u7cfb\u7edf\uff0c\u672c\u8d28\u662f\u54c1\u724c\u5728\u516c\u5171\u7a7a\u95f4\u7684\u98ce\u9669\u7ba1\u63a7\u4e0e\u5f62\u8c61\u7ba1\u7406\u57fa\u7840\u8bbe\u65bd\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5de7\u5999\u5b9a\u4f4d\u5728\u201c\u652f\u6301\u6e20\u9053\u201d\u4e0e\u201c\u8425\u9500\u5185\u5bb9\u201d\u4e4b\u95f4\u7684\u6a21\u7cca\u5730\u5e26\u2014\u2014\u54c1\u724c\u5f80\u5f80\u56e0\u4e13\u6ce8\u6b63\u5f0f\u652f\u6301\u6e20\u9053\u800c\u5ffd\u89c6\u793e\u4ea4\u8bc4\u8bba\uff0c\u4f46\u8fd9\u4e9b\u516c\u5f00\u4e92\u52a8\u5374\u76f4\u63a5\u51b2\u51fb\u8f6c\u5316\u4e0e\u4fe1\u4efb\u3002\u901a\u8fc7\u610f\u56fe\u4e0e\u60c5\u611f\u5206\u7c7b\uff0c\u52a0\u4e0a\u57fa\u4e8e\u7528\u6237\u5f71\u54cd\u529b\uff08\u7c89\u4e1d\u6570\uff09\u7684\u5347\u7ea7\u89c4\u5219\uff0c\u5b83\u8bd5\u56fe\u5728\u81ea\u52a8\u5316\u4e0e\u4eba\u5de5\u5e72\u9884\u95f4\u5212\u51fa\u4e00\u6761\u52a8\u6001\u5b89\u5168\u7ebf\u3002\u7136\u800c\uff0c\u5176\u6700\u5927\u6311\u6218\u5e76\u975e\u6280\u672f\uff0c\u800c\u662f\u54c1\u724c\u58f0\u97f3\u7684\u4e00\u81f4\u6027\u7ba1\u7406\u3002\u793e\u4ea4\u5a92\u4f53\u7684\u8bed\u5883\u3001\u6587\u5316\u3001\u7a81\u53d1\u8206\u60c5\u6781\u5176\u590d\u6742\uff0c\u9884\u8bbe\u89c4\u5219\u4e0e\u8bed\u6c14\u6a21\u677f\u5728\u5e94\u5bf9\u8de8\u533a\u57df\u3001\u5371\u673a\u4e8b\u4ef6\u6216\u5fae\u5999\u8bbd\u523a\u65f6\u6781\u6613\u5931\u7075\uff0c\u751a\u81f3\u5f15\u53d1\u4e8c\u6b21\u516c\u5173\u5371\u673a\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u8bed\u6c14\u9519\u4f4d\u201d\u548c\u201c\u5e73\u53f0\u6807\u8bb0AI\u8bc4\u8bba\u201d\u7684\u63d0\u95ee\uff0c\u6b63\u6233\u4e2d\u6b64\u7c7b\u5de5\u5177\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\uff1a\u8fc7\u5ea6\u81ea\u52a8\u5316\u53ef\u80fd\u635f\u5bb3\u54c1\u724c\u771f\u5b9e\u6027\uff0c\u5e76\u89e6\u53d1\u5e73\u53f0\u7b97\u6cd5\u7684\u60e9\u7f5a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u770b\uff0c\u82e5\u5176\u6b62\u6b65\u4e8e\u201c\u81ea\u52a8\u5316\u56de\u590d\u201d\uff0c\u5219\u4ec5\u4e3a\u9ad8\u7ea7\u8fc7\u6ee4\u5668\u3002\u771f\u6b63\u7684\u6f5c\u529b\u5728\u4e8e\u5c06\u6536\u96c6\u7684\u8bc4\u8bba\u6570\u636e\u6c89\u6dc0\u4e3a\u54c1\u724c\u60c5\u62a5\u2014\u2014\u5206\u6790\u8d1f\u9762\u8bc4\u8bba\u8d8b\u52bf\u3001\u6316\u6398\u7528\u6237\u81ea\u53d1\u9700\u6c42\u3001\u8ffd\u8e2a\u7ade\u54c1\u4e92\u52a8\uff0c\u4ece\u800c\u53cd\u54fa\u4ea7\u54c1\u4e0e\u8425\u9500\u7b56\u7565\u3002\u4ece\u8bc4\u8bba\u4e2d\u521b\u59cb\u4eba\u5bf9\u5176\u6269\u5c55\u81f3\u201c\u793e\u4ea4\u8046\u542c\u201d\u7684\u5f00\u653e\u6001\u5ea6\u770b\uff0c\u5176\u91ce\u5fc3\u6216\u8bb8\u6b63\u5728\u4e8e\u6b64\uff1a\u5148\u4ee5\u201c\u5b89\u5168\u4e0e\u6548\u7387\u201d\u5207\u5165\uff0c\u5360\u636e\u6570\u636e\u7ba1\u9053\uff0c\u6700\u7ec8\u6210\u4e3a\u54c1\u724c\u5728\u793e\u4ea4\u9886\u57df\u7684\u611f\u77e5\u4e0e\u884c\u52a8\u4e2d\u67a2\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\">Yuma Social AI<\/span>\n <\/div>\n<div class=\"comment-content\">Social AI safely automates social media moderation across Facebook, Instagram, and TikTok. It ingests every comment in real time, classifies each one by intent and sentiment, and acts based on automation rules you define. In early testing, Social AI safely automates up to 60% of repetitive social media moderation.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi PH! I’m G, the founder of Yuma!<\/p>\n<\/p>\n<p>Today we’re launching Social AI, because your brand’s social media interactions shouldn’t be a black hole.<\/p>\n<\/p>\n<p><strong>The story<\/strong><\/p>\n<p>Yuma AI’s support platform has automated over 5 million customer queries for e-commerce brands since 2023. Over the past year, we noticed something interesting: brands that run tight support operations still lose control of their social media comments, specially when the brand is growing fast. The main reason is that brands need to focus on real support inquiries through defined support channels. This leaves social comments and interactions unattended. While social interactions are not always direct support tickets, they can wreak havoc on the brand’s trust and sales if not handled. And because they’re public, one careless reply can reach thousands of eyes in minutes.<\/p>\n<\/p>\n<p>So we built Social AI.<\/p>\n<\/p>\n<p><strong>What it is<\/strong><\/p>\n<p>Social AI connects to your Facebook, Instagram, and soon TikTok pages and uses AI to monitor, classify, and respond to every interaction on your posts, across both paid and organic. You set the rules, Social AI handles the execution. In early testing, Social AI safely automates up to 60% of repetitive social media moderation.<\/p>\n<\/p>\n<p>Here’s the TL;DR:<\/p>\n<ul>\n<li>\n<p><strong>Connect in one click<\/strong> – Social AI ingests every comment across platforms in real time.<\/p>\n<\/li>\n<li>\n<p><strong>AI classifies each comment by intent and sentiment<\/strong> – Support requests, positive feedback, negative content, user tags, free merch requests: each one gets categorized automatically.<\/p>\n<\/li>\n<li>\n<p><strong>Build automations for any scenario<\/strong> – Use built-in templates for common actions (reply, like, hide, flag, or skip), or create fully custom rules. Each rule is scoped by platform, intent, sentiment, and user popularity. You control what gets automated and what doesn’t.<\/p>\n<\/li>\n<li>\n<p><strong>Works across paid and organic posts<\/strong> – Negative comments on your ads are conversion killers, and Social AI catches them before they cost you.<\/p>\n<\/li>\n<li>\n<p><strong>Set your brand’s voice<\/strong> – Configure the agent persona, tone, and verbosity so replies sound like your team wrote them.<\/p>\n<\/li>\n<li>\n<p><strong>Crisis prevention<\/strong> – Social AI detects and escalates comments that could spiral into bigger brand issues before they do. Advanced targeting based on the commenter’s follower count means high-profile users get the extra care they deserve.<\/p>\n<\/li>\n<li>\n<p><strong>Full dashboard with real analytics<\/strong> – Track total engagements, automation coverage, sentiment distribution, negative exposure rate, and unanswered rate. Filter by platform, sentiment, intent, or automation status.<\/p>\n<\/li>\n<li>\n<p><strong>24\/7 coverage<\/strong> – 50% of comments are posted outside business hours and on weekends. Social AI is always on so your brand is never unprotected.<\/p>\n<\/li>\n<\/ul>\n<p><strong>Why we’re excited<\/strong><\/p>\n<p>Social media channels are one of the last unmanaged parts of e-commerce customer support. Brands invest heavily on content and then leave their social channels to chance. We build Social AI to fix this exact problem.<\/p>\n<\/p>\n<p>We’re offering a 30-day free trial so you can test it on your own pages. If you run an e-commerce brand and want to stop letting social comments fall through the cracks, reach out in comments or DM me and we’ll get you set up!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@luckwi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@luckwi<\/a> Do you see Social AI evolving into a full social listening + brand intelligence layer, or staying tightly focused on moderation and execution?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Big congrats to the Yuma team on this launch! Turning social comments into real-time action is a massive win for ecommerce brands.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jeremfebvre\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeremfebvre<\/a> thanks Jerem! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>wow awesome product guys!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> thanks! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I think this is a great tool! I see a lot of brand accounts where there is no interaction with the customers at all, this definitely would solve for that. For me when I see replies to people from brand, it adds a level of trust, and through Yuma I believe brands can leverage that. <\/p>\n<p>In future, do you also plan to integrate features where the AI can find relevant and related reels or posts throughout social media and drop a quirky comment or just a reply there in general? Is that possible to do? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@krupali_trivedi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krupali_trivedi<\/a> thanks for your comment! that’s exactly the problem we’re trying to solve. the thing with social is that whatever goes on, goes on in public mode. so it’s a huge leverage point for brands but takes a lot of resource to manage and moderate. <\/p>\n<p>about reels and quirky comments – that should be possible and it’s a cool idea that we’ll definitely keep in mind.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting, I really like how you’re positioning social moderation as a brand safety layer, not just a support extension.<\/p>\n<p>Quick question: how do you prevent tone misalignment when brands operate across different regions or product lines with distinct voices?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>interesting. but does ig flag account for the ai comments? asking from 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<\/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\/GBO2RB7T4BRQRW\" class=\"app-title\">Orca<\/a><\/p>\n<div class=\"one-liner\">Play, mod, and host Minecraft from your browser with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">112<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u4e91\u6e38\u620f\u5e73\u53f0\uff0c\u901a\u8fc7AI\u5c06\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u5373\u65f6\u8f6c\u5316\u4e3a\u53ef\u8fd0\u884c\u7684\u300a\u6211\u7684\u4e16\u754c\u300b\u6a21\u7ec4\uff0c\u8ba9\u7528\u6237\u65e0\u9700\u672c\u5730\u5b89\u88c5\u548c\u590d\u6742\u914d\u7f6e\u5373\u53ef\u5feb\u901f\u521b\u5efa\u3001\u6d4b\u8bd5\u5e76\u5728\u7ebf\u8054\u673a\uff0c\u5f7b\u5e95\u964d\u4f4e\u4e86\u6a21\u7ec4\u521b\u4f5c\u548c\u6e38\u620f\u4f53\u9a8c\u7684\u95e8\u69db\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e6ff93f6-2830-4d09-ac90-0fc60b682898.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4181cbe5-6e20-4049-9d26-1e5528af0106.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/94c2348f-b5e2-47a0-943a-ebf42736dc9f.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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Games<\/span><br \/>\n <span class=\"tag\">Entertainment<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e91\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">AI\u751f\u6210\u5185\u5bb9<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u6211\u7684\u4e16\u754c<\/span><br \/>\n <span class=\"tag\">\u6a21\u7ec4\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6e38\u620f<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u670d\u52a1\u5668\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u5373\u65f6\u6d4b\u8bd5<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5f00\u53d1\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u521b\u59cb\u4eba\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u4ea7\u54c1\u8fed\u4ee3\u5386\u7a0b\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u5728\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\uff0c\u5982\u8be2\u95ee\u4f4e\u7aef\u8bbe\u5907\u517c\u5bb9\u6027\uff0c\u56e2\u961f\u56de\u590d\u79f0\u6240\u6709\u8ba1\u7b97\u5728\u4e91\u7aef\u5b8c\u6210\uff0c\u8bbe\u5907\u7aef\u4ec5\u4e3a\u6d41\u5a92\u4f53\u63a5\u6536\uff0c\u786e\u4fdd\u4e86\u8de8\u8bbe\u5907\u53ef\u8bbf\u95ee\u6027\u3002\u53e6\u6709\u7528\u6237\u8868\u8fbe\u4e86\u56e0\u4ea7\u54c1\u800c\u60f3\u5c1d\u8bd5\u6e38\u620f\u6216\u6000\u5ff5\u8fc7\u5f80\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 Orca\u770b\u4f3c\u662f\u4e00\u4e2a\u201c\u6d4f\u89c8\u5668\u7248MC+\u6a21\u7ec4\u751f\u6210\u5668\u201d\uff0c\u4f46\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5b83\u7528\u4e91\u539f\u751f\u548cAI\u4e24\u5927\u6760\u6746\uff0c\u8bd5\u56fe\u64ac\u52a8\u5e76\u91cd\u6784\u4e00\u4e2a\u5386\u53f2\u60a0\u4e45\u7684UGC\u751f\u6001\u7cfb\u7edf\u7684\u751f\u4ea7\u4e0e\u5206\u53d1\u6d41\u7a0b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4f20\u7edf\u300a\u6211\u7684\u4e16\u754c\u300b\u6a21\u7ec4\u751f\u6001\u5efa\u7acb\u5728\u672c\u5730Java\u6808\u4e4b\u4e0a\uff0c\u5176\u9ad8\u95e8\u69db\u5c06\u5927\u91cf\u6709\u521b\u610f\u4f46\u65e0\u7f16\u7a0b\u57fa\u7840\u7684\u7528\u6237\u4e25\u683c\u6392\u9664\u5728\u521b\u4f5c\u8005\u4e4b\u5916\u3002Orca\u7684\u201c\u63cf\u8ff0\u5373\u751f\u6210\u201dAI\u6a21\u7ec4\u529f\u80fd\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u6a21\u7ec4\u5f00\u53d1\u4ece\u201c\u7f16\u8bd1\u578b\u201d\u5de5\u7a0b\u964d\u7ef4\u6210\u201c\u89e3\u91ca\u578b\u201d\u521b\u610f\uff0c\u5c06\u521b\u4f5c\u7684\u6838\u5fc3\u6280\u80fd\u4ece\u7f16\u7a0b\u8bed\u8a00\u80fd\u529b\u8f6c\u53d8\u4e3a\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u548c\u521b\u610f\u6784\u601d\u80fd\u529b\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u6548\u7387\u63d0\u5347\uff0c\u800c\u662f\u5bf9\u521b\u4f5c\u8005\u7fa4\u4f53\u7684\u6f5c\u5728\u6269\u5bb9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u5730\uff0c\u5b83\u5c06\u6e38\u620f\u672c\u8eab\u201c\u6d41\u5a92\u4f53\u5316\u201d\uff0c\u8fde\u540c\u5176\u5f00\u53d1\u73af\u5883\u4e00\u8d77\u6258\u7ba1\u5728\u4e91\u7aef\u3002\u8fd9\u79cd\u5168\u6808\u4e91\u7aef\u5316\u5e26\u6765\u4e86\u4e24\u4e2a\u5c16\u9510\u5f71\u54cd\uff1a\u4e00\u662f\u6781\u81f4\u7684\u4fbf\u6377\u6027\u4e0e\u8de8\u5e73\u53f0\u6027\uff0c\u4ee3\u4ef7\u662f\u7528\u6237\u5bf9\u6e38\u620f\u6570\u636e\u548c\u6a21\u7ec4\u4ee3\u7801\u7684\u5b8c\u5168\u638c\u63a7\u6743\u88ab\u524a\u5f31\uff0c\u6240\u6709\u4f53\u9a8c\u90fd\u7ed1\u5b9a\u5728Orca\u7684\u5e73\u53f0\u4e0a\uff0c\u5b58\u5728\u670d\u52a1\u4f9d\u8d56\u98ce\u9669\uff1b\u4e8c\u662f\u5b83\u53ef\u80fd\u6539\u53d8\u6a21\u7ec4\u7684\u5206\u53d1\u548c\u76c8\u5229\u6a21\u5f0f\uff0c\u4ece\u4f20\u7edf\u7684\u793e\u533a\u4e0b\u8f7d\u3001\u672c\u5730\u5b89\u88c5\uff0c\u8f6c\u5411\u5373\u5f00\u5373\u7528\u7684SaaS\u6a21\u5f0f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6311\u6218\u540c\u6837\u660e\u663e\u3002AI\u751f\u6210\u7684\u6a21\u7ec4\u4ee3\u7801\u8d28\u91cf\u3001\u590d\u6742\u903b\u8f91\u7684\u5b9e\u73b0\u80fd\u529b\u3001\u4ee5\u53ca\u5982\u4f55\u5e94\u5bf9\u300a\u6211\u7684\u4e16\u754c\u300b\u7248\u672c\u66f4\u65b0\u5e26\u6765\u7684\u5e95\u5c42\u53d8\u5316\uff0c\u90fd\u662f\u6280\u672f\u4e0a\u7684\u786c\u9aa8\u5934\u3002\u5728\u751f\u6001\u5c42\u9762\uff0c\u5982\u4f55\u5438\u5f15\u8d44\u6df1\u6a21\u7ec4\u5f00\u53d1\u8005\u5165\u9a7b\uff0c\u5e76\u5904\u7406\u597d\u4e0e\u73b0\u6709\u5e9e\u5927\u79bb\u7ebf\u793e\u533a\u7684\u5173\u7cfb\uff0c\u800c\u975e\u4ec5\u4ec5\u670d\u52a1\u201c\u5c0f\u767d\u201d\u7528\u6237\uff0c\u5c06\u51b3\u5b9a\u5176\u751f\u6001\u7684\u4e30\u5bcc\u5ea6\u548c\u957f\u671f\u6d3b\u529b\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u6e38\u620f\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u8bd5\u56fe\u7528\u65b0\u65f6\u4ee3\u7684\u6280\u672f\u6808\uff0c\u5bf9\u7ecf\u5178UGC\u6e38\u620f\u8fdb\u884c\u201c\u4e91\u7aef\u91cd\u5236\u201d\u7684\u5927\u80c6\u5b9e\u9a8c\u3002\u5176\u6210\u8d25\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u662f\u5426\u70ab\u9177\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u5728\u4fbf\u6377\u6027\u4e0e\u5f00\u653e\u6027\u3001\u63a7\u5236\u6743\u4e0e\u751f\u6001\u6d3b\u529b\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\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\">Orca<\/span>\n <\/div>\n<div class=\"comment-content\">Orca is the easiest way to play, mod, and host Minecraft, entirely from your browser. No downloads, no setup, any device. Describe a mod idea in plain English and Orca’s AI generates the code, reloads Minecraft, and lets you test instantly all without leaving the site. Spin up multiplayer servers in seconds and manage them from a simple dashboard. Traditional modding means Java setup, IDE configs, and compile cycles. Orca handles all of that so you can focus on creating.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b I’m Ege, co-founder at Orca with Ali. Some of you might remember our first launch back in December, we built an AI agent for general game development and were blown away by the response (thank you!).<\/p>\n<p>Since then, we talked to thousands of users and one thing became crystal clear: people love Minecraft. It’s the best-selling game of all time with one of the most passionate modding communities out there. <\/p>\n<p>But modding Minecraft is still painfully hard. Java setup, Gradle configs, IDE headaches, and long compile cycles just to test one small idea.<\/p>\n<p>We asked ourselves: what if you could describe a mod and play it in minutes?<br \/>\nThat’s what Orca does now. We went all-in on Minecraft and built a platform where you can:<\/p>\n<p>\ud83c\udfae Play Minecraft in your browser > no downloads, works on any device<br \/>\n\ud83d\udee0\ufe0f Build mods with AI > describe what you want, we generate the code, reload the game, and let you test it right there<br \/>\n\ud83c\udf10 Host servers in seconds > invite friends, no config headaches<\/p>\n<p>Everything runs in the cloud. No setup. Just idea \u2192 mod \u2192 play.<\/p>\n<p>We’d love to hear from you: what’s a Minecraft mod you’ve always wanted but never had the time or skills to build? Drop it below, we might just build it live \ud83d\udc40<\/p>\n<p>May your diamonds come in abundance! \ud83d\udc8e\ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats team, this looks awesome!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@aschung01\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aschung01<\/a> Thank you growth engine master :)))<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 awesome, congrats team! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ay_ush\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ay_ush<\/a> Thanks Ayush! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How well does it run on lower end devices like older laptops or tablets?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@imadil_muzammil\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imadil_muzammil<\/a> it runs on any device! all the heavy lifting is done on our end and you just get the game as a stream! think of it as a youtube video you can control and edit! \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’ve never played Minecraft, but ig now it is time to do it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@krupali_trivedi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krupali_trivedi<\/a> let us know how it goes! with the agent editting, worlds your oyster! multi planetary game, gladiator duels, strategy game, you name it \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This feels so nostalgic. I used to play it 12 years ago. Wishing have more time for that now. \ud83d\ude2d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> I wish you have more time too and give Orca a shot when that happens \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks great – 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marcos_rico_peng\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marcos_rico_peng<\/a> Thank you Marcos!! \ud83d\ude42 Hop on a server with us <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#12<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YHHGOW56BMQX2W\" class=\"app-title\">PeonPing<\/a><\/p>\n<div class=\"one-liner\">Stop babysitting Claude Code (or Codex, Cursor, + more)<\/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\u4e3aAI\u7f16\u7a0b\u52a9\u624b\uff08\u5982Claude Code\u3001Cursor\u7b49\uff09\u63d0\u4f9b\u58f0\u97f3\u63d0\u793a\u7684\u684c\u9762\u5de5\u5177\uff0c\u901a\u8fc7\u6e38\u620f\u89d2\u8272\u97f3\u6548\u548c\u901a\u77e5\uff0c\u89e3\u51b3\u5f00\u53d1\u8005\u56e0\u7ec8\u7aef\u9759\u9ed8\u800c\u9519\u8fc7\u4efb\u52a1\u72b6\u6001\u53d8\u66f4\u3001\u5bfc\u81f4\u5de5\u4f5c\u6d41\u4e2d\u65ad\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cc615bdc-998d-4bed-9739-2b2637365e8d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7a023150-3699-4d27-afa4-64cb05fd3016.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\/d9cb1dc2-a198-42a7-be06-ec85d87ecfb4.jpeg?auto=format\" data-video-url=\"https:\/\/youtube.com\/shorts\/Me4a-lZVtZ8\"><source src=\"https:\/\/youtube.com\/shorts\/Me4a-lZVtZ8\" 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\">User Experience<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u58f0\u97f3\u901a\u77e5<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5316<\/span><br \/>\n <span class=\"tag\">MCP\u670d\u52a1\u5668<\/span><br \/>\n <span class=\"tag\">\u7ec8\u7aef\u589e\u5f3a<\/span><br \/>\n <span class=\"tag\">\u7528\u6237\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\u8ba4\u4e3a\u8be5\u4ea7\u54c1\u89e3\u51b3\u4e86\u201c\u9759\u9ed8\u7ec8\u7aef\u201d\u5bfc\u81f4\u5de5\u4f5c\u6d41\u4e2d\u65ad\u7684\u771f\u5b9e\u75db\u70b9\uff0c\u5c24\u5176\u5728\u4f7f\u7528\u591a\u4e2a\u5e76\u884c\u4ee3\u7406\u65f6\u3002\u5176\u9884\u8bbe\u97f3\u6548\u5305\u548c\u57fa\u4e8e\u4e8b\u4ef6\u7c7b\u578b\uff08\u5b8c\u6210\u3001\u62a5\u9519\u3001\u9700\u6279\u51c6\uff09\u7684\u5dee\u5f02\u5316\u63d0\u793a\u53d7\u5230\u597d\u8bc4\uff0c\u88ab\u8ba4\u4e3a\u4ece\u201c\u6709\u8da3\u7684\u5c0f\u5de5\u5177\u201d\u8f6c\u53d8\u4e3a\u771f\u6b63\u63d0\u5347\u6548\u7387\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6709\u7528\u6237\u5efa\u8bae\u7ee7\u7eed\u5f00\u53d1\u7c7b\u4f3c\u4ea7\u54c1\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 PeonPing\u8868\u9762\u4e0a\u662f\u4e00\u4e2a\u7528\u6e38\u620f\u97f3\u6548\u53d6\u60a6\u5f00\u53d1\u8005\u7684\u201c\u73a9\u5177\u201d\uff0c\u4f46\u5176\u5185\u6838\u662f\u4e00\u4e2a\u7cbe\u51c6\u5207\u5165AI\u539f\u751f\u5de5\u4f5c\u6d41\u76f2\u533a\u7684\u6548\u7387\u5de5\u5177\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u8da3\u5473\u6027\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u72b6\u6001\u76d1\u542c\u201d\u4e0e\u201c\u975e\u4fb5\u5165\u5f0f\u901a\u77e5\u201d\u8fd9\u4e00\u7ecf\u5178\u7684\u4eba\u673a\u4ea4\u4e92\u6a21\u5f0f\uff0c\u6210\u529f\u79fb\u690d\u5230\u4e86AI\u667a\u80fd\u4f53\u534f\u4f5c\u8fd9\u4e00\u65b0\u5174\u573a\u666f\u4e2d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u654f\u9510\u5730\u6355\u6349\u5230\uff0c\u5f53\u5f00\u53d1\u8005\u4ece\u4e0e\u5355\u4e00IDE\u4ea4\u4e92\u8f6c\u5411\u7ba1\u7406\u591a\u4e2a\u5f02\u6b65AI\u4ee3\u7406\u65f6\uff0c\u4f20\u7edf\u7684\u89c6\u89c9\u76d1\u63a7\u6a21\u5f0f\u5df2\u7136\u5d29\u6e83\u3002\u5f00\u53d1\u8005\u9677\u5165\u4e24\u96be\uff1a\u9891\u7e41\u5207\u6362\u7a97\u53e3\u68c0\u67e5\u72b6\u6001\u4f1a\u6467\u6bc1\u201c\u5fc3\u6d41\u201d\uff0c\u800c\u653e\u4efb\u4e0d\u7ba1\u5219\u53ef\u80fd\u5bfc\u81f4\u4ee3\u7406\u957f\u65f6\u95f4\u963b\u585e\u7b49\u5f85\u8f93\u5165\u3002PeonPing\u7684\u89e3\u51b3\u65b9\u6848\u662f\u201c\u542c\u89c9\u5316\u72b6\u6001\u7ba1\u7406\u201d\uff0c\u901a\u8fc7\u5dee\u5f02\u5316\u7684\u58f0\u97f3\u5efa\u7acb\u4e00\u5957\u65e0\u9700\u89c6\u89c9\u5173\u6ce8\u7684\u5373\u65f6\u53cd\u9988\u7cfb\u7edf\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5c06\u5f00\u53d1\u8005\u4ece\u4e3b\u52a8\u76d1\u63a7\u8005\uff0c\u89e3\u653e\u4e3a\u88ab\u52a8\u7684\u4e8b\u4ef6\u54cd\u5e94\u8005\uff0c\u964d\u4f4e\u4e86\u8ba4\u77e5\u8d1f\u8377\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u66f4\u6df1\u5c42\u7684\u6d1e\u5bdf\u5728\u4e8e\uff0cAI\u4ee3\u7406\u7684\u5de5\u4f5c\u72b6\u6001\uff08\u5b8c\u6210\u3001\u62a5\u9519\u3001\u9700\u6279\u51c6\uff09\u672c\u8d28\u4e0a\u662f\u79bb\u6563\u7684\u201c\u4e8b\u4ef6\u6d41\u201d\u3002PeonPing\u901a\u8fc7MCP\u670d\u52a1\u5668\u63d0\u4f9b\u63a5\u53e3\uff0c\u8ba9\u4ee3\u7406\u80fd\u201c\u81ea\u4e3b\u9009\u62e9\u201d\u63d0\u793a\u97f3\uff0c\u8fd9\u4e3a\u672a\u6765\u66f4\u590d\u6742\u7684\u3001\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684\u81ea\u52a8\u5316\u63d0\u793a\u7b56\u7565\u57cb\u4e0b\u4e86\u4f0f\u7b14\uff0c\u4f7f\u5176\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u64ad\u653e\u5668\uff0c\u6f14\u8fdb\u4e3aAI\u4ee3\u7406\u4e0e\u5f00\u53d1\u8005\u4e4b\u95f4\u4e00\u4e2a\u53ef\u7f16\u7a0b\u7684\u901a\u4fe1\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u98ce\u9669\u4e0e\u6311\u6218\u540c\u6837\u660e\u663e\uff1a\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u9644\u4e8e\u7279\u5b9aAI\u7f16\u7a0b\u5de5\u5177\uff08\u5982Claude Code\uff09\u7684\u751f\u6001\u4e0e\u5de5\u4f5c\u6a21\u5f0f\uff0c\u573a\u666f\u8f83\u4e3a\u5782\u76f4\uff1b\u97f3\u6548\u7684\u65b0\u9c9c\u611f\u53ef\u80fd\u968f\u65f6\u95f4\u8870\u51cf\uff0c\u6838\u5fc3\u9700\u6301\u7eed\u8bc1\u660e\u5176\u5728\u7eaf\u6548\u7387\u7ef4\u5ea6\u4e0a\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\uff1b\u4f5c\u4e3a\u5f00\u6e90\u5de5\u5177\uff0c\u5546\u4e1a\u5316\u8def\u5f84\u6a21\u7cca\u3002\u7136\u800c\uff0c\u5b83\u6210\u529f\u5730\u5c06\u4e00\u4e2a\u8fb9\u7f18\u9700\u6c42\u4ea7\u54c1\u5316\uff0c\u4e3a\u201cAI\u65f6\u4ee3\u7684\u4eba\u673a\u534f\u540c\u65f6\u4ee3\u201d\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u6781\u5177\u542f\u53d1\u6027\u7684\u4ea4\u4e92\u8303\u672c\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\">PeonPing<\/span>\n <\/div>\n<div class=\"comment-content\">Sound notifications for any AI agent \u2013 hooks for Claude Code, Cursor, Codex & more, plus an MCP server so the agent can choose its own sounds. Peon Ping plays game character sounds when your coding agent finishes, errors out, or needs approval. 100+ sound packs (Warcraft, StarCraft, GLaDOS, TF2 and many more), desktop notifications and an animated desktop ork tamagochi. Never lose flow to a silent terminal again.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Co-creator and maintainer here!<br \/>It’s been so fun to see the dev + agentic engineering world find so much joy with this tool my brother and I built for our own utility.<br \/>Give it a shot and feel free to file an issue or PR if you have any thing you want to improve.<br \/>work work!<\/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\">READY TO WORK GUYS?<br \/>\nFound this amazing project a couple of days ago and just want to share it with you.<br \/>\nDUNNO about you, but when working with 5 or 10 parallel agents you can easily miss a message from one of them.<br \/>\nThen you search for a solution, set up a Claude Code hook, and finally get some ring bell in your console.<br \/>\nBut why reinvent the wheel when you can just install PeonPing and get 100+ presets with one click for free? Plus custom sounds for different types of events right out of the box (greeting, acknowledge, error, limits hit, input required, etc.).<br \/>\nI don’t think I need to advertise this great open-source product \u2013 just try it yourself!<\/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>keep creating more products like these<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I installed this as soon as I found it. I personally use the Zelda pack. Great little tool that makes working a bit more fun (and efficient!) <\/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>This is one of those tools that sounds like a fun gimmick until you actually use it and realize it solves a real workflow problem. I run Claude Code sessions constantly, and the silent terminal problem is real. I’ll kick off a task, switch to another window to do something else, and then 15 minutes later realize the agent has been waiting for approval the whole time. That context switch tax adds up fast when you’re running multiple sessions.<\/p>\n<\/p>\n<p>The hook-based approach is smart. Having different sounds for completion vs. error vs. needs-approval means you can stay in flow on something else and still triage what’s happening by ear. Useful UX pattern. Great job!<\/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<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\/QHIZWKUDJ7RLTJ\" class=\"app-title\">SF Trip Planner<\/a><\/p>\n<div class=\"one-liner\">Curated spots, events, crime indicator, all in a single map<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">104<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u6210\u4e86\u7cbe\u9009\u5730\u70b9\u3001\u672c\u5730\u6d3b\u52a8\u548c\u5b9e\u65f6\u72af\u7f6a\u70ed\u529b\u56fe\u4e8e\u4e00\u4f53\u7684\u65e7\u91d1\u5c71\u884c\u7a0b\u89c4\u5212\u5de5\u5177\uff0c\u5e2e\u52a9\u5c45\u6c11\u548c\u6e38\u5ba2\u5728\u89c4\u5212\u51fa\u884c\u4e0e\u5c45\u4f4f\u65f6\uff0c\u76f4\u89c2\u8bc4\u4f30\u5b89\u5168\u6027\u4e0e\u4fbf\u5229\u6027\uff0c\u89e3\u51b3\u4fe1\u606f\u5206\u6563\u4e0e\u5b89\u5168\u987e\u8651\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ca331f1e-c430-49dd-8fab-cdbff03d211d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e4093a13-e354-4acc-a440-59e829668753.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/28a7bdef-da60-414f-81c1-7d9d3f549c7b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/331a982d-368f-45e4-a3f0-d0a69b088c9d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b8ec7f48-f390-4b15-b179-ed1ba2155d14.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\">Events<\/span><br \/>\n <span class=\"tag\">Travel<\/span><br \/>\n <span class=\"tag\">Calendar<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u57ce\u5e02\u51fa\u884c\u89c4\u5212<\/span><br \/>\n <span class=\"tag\">\u672c\u5730\u751f\u6d3b\u6307\u5357<\/span><br \/>\n <span class=\"tag\">\u5b89\u5168\u5730\u56fe<\/span><br \/>\n <span class=\"tag\">\u72af\u7f6a\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u884c\u7a0b\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u5782\u76f4\u9886\u57df\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u65e7\u91d1\u5c71<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u65e5\u5386\u540c\u6b65<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8d5e\u8d4f\u5176UX\u8bbe\u8ba1\u53ca\u9690\u79c1\u4fdd\u62a4\u7406\u5ff5\uff0c\u5e76\u8be2\u95ee\u72af\u7f6a\u4e0e\u6d3b\u52a8\u6570\u636e\u6765\u6e90\u53ca\u5b9a\u4ef7\u3002\u5f00\u53d1\u8005\u56de\u5e94\u4e86\u6570\u636e\u6765\u6e90\uff08\u81ea\u6709\u7f51\u7ad9\u53caLuma\u65e5\u5386\u7b49\uff09\uff0c\u5e76\u63d0\u53ca\u672a\u6765\u96c6\u6210Firecrawl\u7684\u8ba1\u5212\u3002\u6709\u7528\u6237\u5efa\u8bae\u62d3\u5c55\u81f3\u4f26\u6566\u7b49\u5176\u4ed6\u57ce\u5e02\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 SF Trip Planner \u5c55\u73b0\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u903b\u8f91\uff1a\u5c06\u201c\u5b89\u5168\u201d\u8fd9\u4e00\u57ce\u5e02\u751f\u6d3b\u7684\u9690\u6027\u6838\u5fc3\u7126\u8651\uff0c\u8f6c\u5316\u4e3a\u53ef\u5730\u56fe\u5316\u3001\u53ef\u89c4\u5212\u7684\u663e\u6027\u51b3\u7b56\u5c42\u3002\u5b83\u672c\u8d28\u4e0a\u4e0d\u662f\u4e00\u4e2a\u5355\u7eaf\u7684\u65c5\u6e38APP\uff0c\u800c\u662f\u4e00\u4e2a\u57fa\u4e8e\u591a\u7ef4\u5ea6\u6570\u636e\uff08\u5174\u8da3\u70b9\u3001\u6d3b\u52a8\u3001\u72af\u7f6a\u70ed\u529b\uff09\u7684\u201c\u57ce\u5e02\u98ce\u9669\u4e0e\u673a\u4f1a\u8bc4\u4f30\u5de5\u5177\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u6570\u636e\u5c42\u7684\u805a\u5408\u4e0e\u53ef\u89c6\u5316\u8868\u8fbe\uff0c\u8bd5\u56fe\u5c06\u4f20\u7edf\u4e0a\u4f9d\u8d56\u53e3\u8033\u76f8\u4f20\u6216\u788e\u7247\u5316\u65b0\u95fb\u7684\u201c\u533a\u57df\u5b89\u5168\u611f\u201d\uff0c\u53d8\u6210\u4e00\u79cd\u53ef\u67e5\u8be2\u3001\u53ef\u5bf9\u6bd4\u7684\u7406\u6027\u53c2\u8003\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\u3002\u6570\u636e\u6e90\u7684\u6743\u5a01\u6027\u3001\u5b9e\u65f6\u6027\u4e0e\u8986\u76d6\u5bc6\u5ea6\u76f4\u63a5\u51b3\u5b9a\u4ea7\u54c1\u53ef\u4fe1\u5ea6\u3002\u72af\u7f6a\u6570\u636e\u6765\u6e90\uff08safemap.io\uff09\u7684\u516c\u6b63\u6027\u4e0e\u7b97\u6cd5\u900f\u660e\u5ea6\u5b58\u7591\uff1b\u6d3b\u52a8\u4fe1\u606f\u6293\u53d6\u81ea\u516c\u5f00\u65e5\u5386\uff0c\u5176\u5168\u9762\u6027\u96be\u4ee5\u4fdd\u8bc1\u3002\u8fd9\u4f7f\u5176\u76ee\u524d\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5de7\u7684\u201c\u4e2a\u4eba\u9879\u76ee\u201d\u6216\u6982\u5ff5\u9a8c\u8bc1\uff0c\u800c\u975e\u6743\u5a01\u516c\u5171\u670d\u52a1\u3002\u7528\u6237\u5173\u4e8e\u201c\u62d3\u5c55\u4f26\u6566\u201d\u7684\u8bc4\u8bba\uff0c\u6070\u6070\u70b9\u4e2d\u4e86\u5176\u6a21\u5f0f\u7684\u6838\u5fc3\u74f6\u9888\uff1a\u9ad8\u5ea6\u4f9d\u8d56\u5bf9\u5355\u4e00\u57ce\u5e02\u7684\u6570\u636e\u6316\u6398\u4e0e\u672c\u5730\u5316\u8fd0\u8425\uff0c\u89c4\u6a21\u5316\u590d\u5236\u6210\u672c\u6781\u9ad8\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u5bfc\u51fa\u81f3Google\u65e5\u5386\u201d\u4f5c\u4e3a\u6838\u5fc3\u529f\u80fd\u70b9\u4e4b\u4e00\uff0c\u7565\u663e\u5355\u8584\uff0c\u66b4\u9732\u4e86\u5176\u5728\u884c\u7a0b\u89c4\u5212\u201c\u884c\u52a8\u5c42\u201d\u7684\u6df1\u5ea6\u4e0d\u8db3\u3002\u5b83\u64c5\u957f\u63d0\u4f9b\u201c\u51b3\u7b56\u4f9d\u636e\u201d\uff0c\u4f46\u5728\u5f62\u6210\u5b8c\u6574\u201c\u884c\u7a0b\u95ed\u73af\u201d\uff08\u5982\u9884\u8ba2\u3001\u5bfc\u822a\u3001\u793e\u533a\u4e92\u52a8\uff09\u4e0a\u4ecd\u6709\u8ddd\u79bb\u3002\u82e5\u5176\u80fd\u56f4\u7ed5\u201c\u5b89\u5168\u201d\u8fd9\u4e00\u652f\u70b9\uff0c\u6df1\u5316\u6570\u636e\u7ef4\u5ea6\uff08\u5982\u4ea4\u901a\u62e5\u5835\u3001\u7a7a\u6c14\u8d28\u91cf\u3001\u6d88\u8d39\u6c34\u5e73\uff09\uff0c\u6216\u4e0e\u79df\u623f\u3001\u672c\u5730\u670d\u52a1\u7b49\u5e73\u53f0\u5f62\u6210\u6570\u636e\u4ea4\u6362\uff0c\u5176\u4f5c\u4e3a\u201c\u57ce\u5e02\u751f\u6d3b\u51b3\u7b56\u5165\u53e3\u201d\u7684\u6f5c\u529b\u624d\u4f1a\u771f\u6b63\u91ca\u653e\u3002\u76ee\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u89e3\u51b3\u771f\u75db\u70b9\u7684\u950b\u5229\u201c\u6954\u5b50\u201d\uff0c\u4f46\u79bb\u6210\u4e3a\u5e73\u53f0\u7ea7\u4ea7\u54c1\uff0c\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">SF Trip Planner<\/span>\n <\/div>\n<div class=\"comment-content\">See San Francisco events, spots, and hidden gems\u2014check live crime heatmaps, discover safe neighborhoods, and plan your SF trip with friends. Export directly to Google Calendar.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I built this for myself to help picking where to live, and where to go!<\/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>Love the UX here! What are the sources for live crime & events?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mountroot\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mountroot<\/a> here! <a href=\"https:\/\/safemap.io\/sf\/map\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/safemap.io\/sf\/map<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mountroot\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mountroot<\/a> oh for events, it’s from Luma calendar and some other RSS parsable sources i found online<\/p>\n<\/p>\n<p>but i also have plans to have <a href=\"https:\/\/www.producthunt.com\/products\/extract-by-firecrawl\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"extract-by-firecrawl\" target=\"_blank\" rel=\"noopener\">@Firecrawl<\/a> put custom sources into the map db<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>love it – wish I had this while I lived in SF. maybe you can try london next \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>nice one! What is your price?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 privacy focused angle is important here. Location data is sensitive, so keeping it simple and transparent builds trust.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pintu_singh8\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pintu_singh8<\/a> yeah totally<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/R7DTZKZSS72GEO\" class=\"app-title\">Mito Health<\/a><\/p>\n<div class=\"one-liner\">Design Your Own Blood Panel in 60 secs<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">101<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Mito Health\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u5b9a\u5236\u5316\u8840\u6db2\u68c0\u6d4b\u5e73\u53f0\uff0c\u7528\u6237\u901a\u8fc7AI\u5bf9\u8bdd\u63cf\u8ff0\u5065\u5eb7\u76ee\u6807\uff0c\u5373\u53ef\u572860\u79d2\u5185\u751f\u6210\u5b8c\u5168\u4e2a\u6027\u5316\u7684\u68c0\u6d4b\u5957\u9910\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u68c0\u6d4b\u4e2d\u9884\u8bbe\u5957\u9910\u4e0d\u5339\u914d\u3001\u8d39\u7528\u9ad8\u6602\u4e14\u6d41\u7a0b\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/adfb8397-b2b4-4ebf-b9e7-440162822828.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fae5564d-417a-4c3e-b142-f2729c0b4329.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/47657e56-71eb-4265-aee4-7c628a07cee5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/81734ad6-9468-40ef-84c3-f5c036fa97e7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9578940-f121-46cf-b946-125e31fe1731.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\/5e6490ac-cd21-49d8-98ea-3eb92de7c5fb.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/Fbb35-0rXac\"><source src=\"https:\/\/youtu.be\/Fbb35-0rXac\" 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\">Biohacking<\/span><br \/>\n <span class=\"tag\">Quantified Self<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e2a\u6027\u5316\u533b\u7597<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u8840\u6db2\u68c0\u6d4b<\/span><br \/>\n <span class=\"tag\">AI\u533b\u7597\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u9884\u9632\u533b\u5b66<\/span><br \/>\n <span class=\"tag\">\u76f4\u63a5\u9762\u5411\u6d88\u8d39\u8005<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u957f\u5bff\u79d1\u6280<\/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\u80af\u5b9a\u4ea7\u54c1\u7406\u5ff5\u4e0e\u8bbe\u8ba1\uff0c\u5173\u6ce8\u5176\u7f8e\u56fd\u4ee5\u5916\u7684\u5e02\u573a\u62d3\u5c55\u8ba1\u5212\uff08\u5982\u82f1\u56fd\u3001\u6b27\u6d32\uff09\uff0c\u5e76\u8be2\u95ee\u662f\u5426\u652f\u6301\u957f\u671f\u8ffd\u8e2a\u68c0\u6d4b\u3002\u6709\u7528\u6237\u5efa\u8bae\u5f00\u53d1\u66f4\u76f4\u89c2\u7684\u6570\u636e\u4eea\u8868\u76d8\u3002\u5c11\u91cf\u53cd\u9988\u6307\u51faAI\u5bf9\u8bdd\u5b58\u5728\u4e0a\u4e0b\u6587\u4e22\u5931\u7684\u6280\u672f\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Mito Health\u7684\u201c\u771f\u5b9a\u5236\u201d\u6a21\u5f0f\uff0c\u76f4\u51fb\u4e86\u73b0\u6709\u533b\u7597\u68c0\u6d4b\u4f53\u7cfb\u7684\u7ed3\u6784\u6027\u50f5\u5316\u3002\u4f20\u7edf\u5de8\u5934\uff08Quest\u3001Labcorp\uff09\u53d7\u5236\u4e8e\u89c4\u6a21\u5316\u6548\u7387\uff0c\u63d0\u4f9b\u7684\u662f\u201c\u5957\u9910\u5f0f\u201d\u68c0\u6d4b\uff1b\u65b0\u5174\u529f\u80fd\u5065\u5eb7\u5e73\u53f0\uff08\u5982Function Health\uff09\u5219\u8d70\u5411\u4e86\u201c\u4e00\u5200\u5207\u201d\u7684\u53e6\u4e00\u79cd\u6781\u7aef\u3002Mito Health\u8bd5\u56fe\u7528AI\u4f5c\u4e3a\u89e3\u8026\u5668\uff0c\u5c06\u201c\u68c0\u6d4b\u5b9a\u4e49\u6743\u201d\u4ece\u673a\u6784\u4ea4\u8fd8\u7ed9\u4e2a\u4f53\uff0c\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u68c0\u6d4b\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u91cd\u6784\u4e86\u201c\u9700\u6c42-\u65b9\u6848\u201d\u7684\u5339\u914d\u94fe\u8def\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\u5546\u4e1a\u6a21\u5f0f\u4e0a\uff0c\u201c100%\u5b9a\u5236\u201d\u4e0e\u89c4\u6a21\u5316\u6210\u672c\u63a7\u5236\u5b58\u5728\u5929\u7136\u77db\u76fe\uff0c\u8d77\u6b65\u4ef750\u7f8e\u5143\u80fd\u5426\u8986\u76d6\u5206\u6563\u7684\u4e2a\u6027\u5316\u8ba2\u5355\u7684\u8fd0\u8425\u4e0e\u4f9b\u5e94\u94fe\u6210\u672c\uff0c\u6709\u5f85\u9a8c\u8bc1\u3002\u5176\u6b21\uff0c\u533b\u7597\u4e13\u4e1a\u6027\u98ce\u9669\u5e76\u672a\u56e0AI\u800c\u6d88\u5931\uff0cAI\u8bbe\u8ba1\u7684\u68c0\u6d4b\u65b9\u6848\u5176\u4e34\u5e8a\u6709\u6548\u6027\u4e0e\u5fc5\u8981\u6027\u7531\u8c01\u80cc\u4e66\uff1f\u201cAI\u89e3\u8bfb\u201d\u5728\u76d1\u7ba1\u7070\u8272\u5730\u5e26\u80fd\u8d70\u591a\u8fdc\uff1f\u6700\u540e\uff0c\u7528\u6237\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684AI\u4ee3\u7406\u4e0a\u4e0b\u6587\u9057\u5fd8\u95ee\u9898\uff0c\u867d\u662f\u5c0f\u7455\u75b5\uff0c\u5374\u63ed\u793a\u4e86\u5c06\u6838\u5fc3\u4f53\u9a8c\u62bc\u6ce8\u4e8e\u5bf9\u8bdd\u5f0fAI\u7684\u7a33\u5b9a\u6027\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u5b83\u662f\u4e00\u6b3e\u201c\u6d88\u8d39\u533b\u7597\u201d\u4ea7\u54c1\uff0c\u670d\u52a1\u4e8e\u6709\u5f3a\u70c8\u5065\u5eb7\u4f18\u5316\u610f\u613f\u3001\u5177\u5907\u4e00\u5b9a\u5065\u5eb7\u77e5\u8bc6\u4e14\u613f\u610f\u81ea\u8d39\u7684\u4eba\u7fa4\u3002\u5b83\u771f\u6b63\u7684\u98a0\u8986\u6027\u5728\u4e8e\uff0c\u5c06\u8840\u6db2\u68c0\u6d4b\u4ece\u201c\u8bca\u65ad\u5de5\u5177\u201d\u91cd\u65b0\u5b9a\u4f4d\u4e3a\u201c\u4e2a\u4eba\u5065\u5eb7\u4f18\u5316\u4eea\u8868\u76d8\u201d\u7684\u6784\u5efa\u6a21\u5757\u3002\u80fd\u5426\u4ece\u201c\u730e\u5947\u6027\u6d88\u8d39\u201d\u6c89\u6dc0\u4e3a\u53ef\u6301\u7eed\u7684\u201c\u5065\u5eb7\u7ba1\u7406\u8ba2\u9605\u670d\u52a1\u201d\uff0c\u5e76\u5efa\u7acb\u575a\u5b9e\u7684\u4e34\u5e8a\u4e0e\u5408\u89c4\u62a4\u57ce\u6cb3\uff0c\u662f\u5176\u4ece\u9177\u4ea7\u54c1\u8d70\u5411\u4f1f\u5927\u516c\u53f8\u7684\u5173\u952e\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Mito Health<\/span>\n <\/div>\n<div class=\"comment-content\">Imagine your favourite AI tool could actually order your labs for you. Introducing Concierge, the first truly bespoke lab testing platform. Instead of choosing from preset panels, tell our AI doctor what you want to test – we design a custom biomarker panel tailored to your exact goals. 100% custom. Clinician-designed. AI-interpreted. Starts at $50+<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! Kenneth here \ud83d\udc4b Co-founder of <a href=\"https:\/\/mitohealth.com\/concierge\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Mito Health<\/a> (YC S24).<\/p>\n<p><strong>I spent over $2,000 on blood work last year trying to track my longevity protocols.<\/strong> Across 4 different lab companies. Because none of them would let me order exactly what I needed at an affordable price.<\/p>\n<ul>\n<li>\n<p>Quest & Labcorp: “Pick from these preset panels.”<\/p>\n<\/li>\n<li>\n<p>Function Health: “Everyone gets the same 100 markers.”<\/p>\n<\/li>\n<li>\n<p>My doctor: “Insurance won’t cover that.”<\/p>\n<\/li>\n<\/ul>\n<p>The result? I paid for dozens of irrelevant tests and got blood drawn multiple times, getting bruised, while missing the 5-10 biomarkers that actually mattered for what I was tracking.<\/p>\n<p><strong>Our Bespoke Lab panels fixes this:<\/strong><\/p>\n<p>Tell our AI what you’re optimizing for (fasting, hormones, athletics, longevity, etc.)<\/p>\n<p>It designs a custom panel with the exact biomarkers you need.<\/p>\n<p>Order it. Do it in one sitting across 2000+ lab locations in US, and get your results in 2 days. AI interprets everything. (or you could easily export and upload it into your own ChatGPT, Claude or Gemini.)<\/p>\n<p>No more paying for irrelevant markers. No more gaps in your data. No more cobbling together multiple lab orders and managing multiple PDFs.<\/p>\n<p><strong>Example from my own use case in Jan 2026:<br \/><\/strong><br \/>I wanted to test a fasting-mimicking diet with proper metabolic stress monitoring.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4426a94d-53d0-4bda-b440-9b9872fa3453.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/p>\n<p>Using this tool, I built a 95-biomarker panel covering ketosis markers, inflammation, kidney safety, and IGF-1 signaling.<\/p>\n<p>Got answers in 2 days and it cost way less than my usual “generic over overloaded panels.”<\/p>\n<p><strong>That’s what we’re launching today: custom blood work that actually aligns with your health goals.<\/strong><\/p>\n<p>Try it out and let me know what panels you’d build! \ud83e\ude78 (Available in the US across all 50 states)<\/p>\n<\/p>\n<p>Or perhaps agent-to-agent interactions to help you order your labs based on your own health history.<\/p>\n<\/p>\n<p>\ud83d\udc31 Get 10% off your first test, using the code <strong>PH10OFF<\/strong> only for our Product Hunt friends.<\/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\/@kenneth_lou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kenneth_lou<\/a> Hey \ud83d\ude42 Great product! Is Mito optimized for one-off panels, or does it help users design structured longitudinal testing protocols 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<div class=\"reply-item\">\n<div class=\"reply-content\">@kenneth_lou It sounds just what we need in the UK! Look forward to hearing about any progress with UK\/European lab partners.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I am big fan of AI solutions that focus on healthcare and improve people health via technology for affordable prices. Love the idea of making it easy for people and save their time and effort and money. Are you planning for outside US soon? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@ayman_elafifi1 thank you!! Appreciate it man<\/p>\n<p>We might open up if we find lab partners in countries and cities where we can serve users!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice work Kenneth. love your idea of asking whatever you truly want to test and not forced to. In which country is this supported. really like how clean your landing page is. How will you present the data that you collected from the blood tests. like building a cool dashboard would be really cool. just saying<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nikolassapa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikolassapa<\/a> Hey thanks for the feedback! we’re now available mainly in the US across all 50 states. <\/p>\n<p>We actually have the post experience where all our clients get a dashboard and it looks like this: <a href=\"https:\/\/members.mitohealth.com\/demo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/members.mitohealth.com\/demo<\/a><\/p>\n<p>Do check it out and let us know what you think!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">love to see the focus on health! need more people doing what you guys are (:<\/p>\n<p>congrats on the launch!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@adam_sardo thank you Adam!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 tried out the AI chat, and after about 2 minutes back and forth, the agent forgot context and started to repeat itself.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_walker\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_walker<\/a> Got it thanks for the feedback, we’re looking into it now, thanks! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Absolutely loved the level of detail in the onboarding questions. It would be super interesting if you could partner with local labs for folks outside of US<\/p>\n<p>ps: really curious to know why you didn’t use Whatsapp for onboarding <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@otodidakt_20 exactly! Open and interested to explore partnerships with global labs if any!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/4NB7CSBK2JF7VM\" class=\"app-title\">Thinglo<\/a><\/p>\n<div class=\"one-liner\">Save anything from any app \u2014 AI-organized, private, instant<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Thinglo\u662f\u4e00\u6b3e\u901a\u8fc7\u7cfb\u7edf\u5206\u4eab\u83dc\u5355\u5feb\u901f\u4fdd\u5b58\u624b\u673a\u5185\u5404\u7c7b\u5185\u5bb9\uff0c\u5e76\u5229\u7528\u672c\u5730AI\u81ea\u52a8\u6574\u7406\u3001\u667a\u80fd\u63d0\u9192\u7684\u79c1\u4eba\u5316\u4fe1\u606f\u7ba1\u7406\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u8de8\u5e94\u7528\u6536\u85cf\u5185\u5bb9\u540e\u6613\u9057\u5fd8\u3001\u96be\u68c0\u7d22\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/68c827ca-7cc1-435a-b61e-66036dc7c8ed.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0d6129c3-ce52-41e4-b1a6-010a73f19753.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3d47c1fd-d5c0-4bb1-8d74-6b7d6184aa21.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ab556f07-c3b5-476e-9e42-846d180f4281.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6487d612-64ea-4454-a03a-734f297ae673.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b406e26a-7e49-4117-9a35-51570b9e97da.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0b957552-606f-46a1-a2df-d51d18c8c651.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2c63284e-3da5-458f-96f7-bfa1eda5c107.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a310631f-d405-4247-89f7-b84cfc60b55a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/89bd4fb3-bc3a-4d6c-b78a-4563ca4006fb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4708f881-29ef-45e6-ae05-0ac4a3061c07.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/22d12497-04bb-46c0-b108-fca315d30b59.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0287aa06-7fdc-418e-a16b-ea12b4d43286.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5448fd7d-f93f-40e9-baa4-f3c903f976eb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">iOS<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4fe1\u606f\u6536\u96c6<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u672c\u5730AI<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u7a0d\u540e\u9605\u8bfb<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u5bf9\u4ea7\u54c1\u7406\u5ff5\u8868\u793a\u9ad8\u5ea6\u8ba4\u540c\u4e0e\u671f\u5f85\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u5b89\u5353\u7248\u672c\u7f3a\u5931\u3001\u5e94\u7528\u5546\u5e97\u4e0b\u8f7d\u94fe\u63a5\u5931\u6548\u7b49\u5b9e\u9645\u53ef\u7528\u6027\u95ee\u9898\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u8868\u793a\u5b89\u5353\u7248\u5df2\u5728\u89c4\u5212\u4e2d\u5e76\u8fc5\u901f\u4fee\u590d\u4e86\u4e0b\u8f7d\u94fe\u63a5\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 Thinglo\u7784\u51c6\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u666e\u904d\u7684\u9700\u6c42\u2014\u2014\u201c\u6570\u5b57\u677e\u9f20\u75c7\u201d\u60a3\u8005\u7684\u6536\u85cf\u5939\u56f0\u5883\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u70ab\u6280\u5f0f\u7684AI\uff0c\u800c\u5728\u4e8e\u5c06AI\u4f5c\u4e3a\u5b9e\u73b0\u201c\u65e0\u611f\u6574\u7406\u201d\u7684\u5e95\u5c42\u624b\u6bb5\uff0c\u6700\u7ec8\u6307\u5411\u201c\u5b58\u800c\u6613\u53d6\u201d\u8fd9\u4e00\u6734\u7d20\u76ee\u6807\u3002\u4ea7\u54c1\u8bbe\u8ba1\u7684\u7cbe\u660e\u4e4b\u5904\u5728\u4e8e\u4e09\u70b9\uff1a\u4e00\u662f\u6781\u81f4\u7b80\u5316\u8f93\u5165\u8def\u5f84\uff08\u5229\u7528\u7cfb\u7edf\u5206\u4eab\uff09\uff0c\u964d\u4f4e\u4e86\u4fdd\u5b58\u884c\u4e3a\u7684\u5fc3\u7406\u6210\u672c\uff1b\u4e8c\u662f\u7528\u672c\u5730\u5316AI\u5904\u7406\u4e0e\u201cFor You\u201d\u63a8\u9001\u89e3\u51b3\u4e86\u7ec4\u7ec7\u4e0e\u5524\u9192\u7684\u4e3b\u52a8\u7ba1\u7406\u8d1f\u62c5\uff1b\u4e09\u662f\u5c06\u9690\u79c1\u4f5c\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u7cbe\u51c6\u5207\u4e2d\u4e86\u5f53\u524d\u7528\u6237\u5bf9\u6570\u636e\u5b89\u5168\u7684\u654f\u611f\u795e\u7ecf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u201c\u672c\u5730\u5316\u201d\u4f18\u52bf\u53ef\u80fd\u6210\u4e3a\u589e\u957f\u67b7\u9501\uff0c\u7f3a\u4e4f\u4e91\u7aef\u534f\u540c\u4f1a\u524a\u5f31\u5176\u5728\u591a\u8bbe\u5907\u573a\u666f\u7684\u5438\u5f15\u529b\u3002\u5176\u6b21\uff0c\u4f5c\u4e3a\u540e\u6765\u8005\uff0c\u5b83\u9700\u8981\u4ece\u7cfb\u7edf\u539f\u751f\u5907\u5fd8\u5f55\u3001\u7a0d\u540e\u9605\u8bfb\u5e94\u7528\uff08\u5982Pocket\uff09\u3001\u4e43\u81f3\u804a\u5929\u8f6f\u4ef6\u7684\u201c\u6536\u85cf\u201d\u529f\u80fd\u4e2d\u62a2\u593a\u7528\u6237\u4e60\u60ef\uff0c\u8fd9\u9700\u8981\u6781\u5f3a\u7684\u7528\u6237\u4f53\u9a8c\u8bf4\u670d\u529b\u3002\u6700\u540e\uff0c\u201c\u81ea\u52a8\u6574\u7406\u201d\u7684\u6548\u679c\u9ad8\u5ea6\u4f9d\u8d56AI\u7684\u51c6\u786e\u6027\uff0c\u4e00\u65e6\u5206\u7c7b\u6216\u6807\u9898\u751f\u6210\u51fa\u73b0\u504f\u5dee\uff0c\u7528\u6237\u4fe1\u4efb\u5c06\u8fc5\u901f\u6d41\u5931\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cThinglo\u662f\u4e00\u573a\u5173\u4e8e\u201c\u5fc3\u667a\u5916\u6302\u201d\u7684\u4f53\u9a8c\u5347\u7ea7\u5b9e\u9a8c\u3002\u5b83\u80fd\u5426\u6210\u529f\uff0c\u4e0d\u5728\u4e8e\u6280\u672f\u662f\u5426\u6700\u524d\u6cbf\uff0c\u800c\u5728\u4e8e\u5176\u201c\u5b58-\u7406-\u73b0\u201d\u7684\u95ed\u73af\u80fd\u5426\u771f\u6b63\u6d41\u7545\u5230\u8ba9\u7528\u6237\u5f62\u6210\u808c\u8089\u8bb0\u5fc6\uff0c\u4ece\u800c\u6210\u4e3a\u6570\u5b57\u751f\u6d3b\u7684\u6f5c\u610f\u8bc6\u5c42\u3002\u5f53\u524d\u7248\u672c\u662f\u4e00\u4e2a\u6f02\u4eae\u7684\u8d77\u70b9\uff0c\u4f46\u6301\u4e45\u6218\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\">Thinglo<\/span>\n <\/div>\n<div class=\"comment-content\">Thinglo is the simplest way to save and organize everything from your phone. Found something on Instagram, Safari, TikTok, or anywhere? Tap Share \u2192 Thinglo. Done. – \ud83e\udde0 AI auto-titles and categorizes everything – \ud83d\udcf1 For You feed resurfaces forgotten saves – \ud83d\udd0d Instant search + iOS Spotlight – \ud83d\udcdd Rich notes on any item – \u23f0 AI-powered smart reminders – \ud83d\udcf7 Document scanner with OCR – \ud83d\udd12 100% private \u2014 Face ID, on-device, no tracking Free to start. Pro unlocks unlimited saves.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Asi, and I built Thinglo because I was tired of losing things I saved.<\/p>\n<p>We all do it \u2014 you find something interesting, tell yourself “I’ll check this later,” and then it disappears into a sea of bookmarks, screenshots, and chat messages. Sound familiar?<\/p>\n<p>I wanted one app where I could throw anything \u2014 a link, a video, a photo, a PDF, a note \u2014 and actually find it again. No folders to manage, no complex setup. Just tap Share and forget about it until you need it.<\/p>\n<p>The AI handles the boring stuff: it generates titles, detects what type of content you saved, and even suggests when to revisit things. The “For You” feed resurfaces items you forgot about \u2014 that recipe from 3 weeks ago, that article you never read.<\/p>\n<p>Everything stays on your device. No cloud accounts, no tracking, no ads. Optional iCloud sync if you want it.<\/p>\n<p>I’d love to hear your feedback! What would make Thinglo more useful for you?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Android is always a brides maid. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@jaredepicpower\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaredepicpower<\/a> <em>Haha, Android users deserve love too! It’s definitely on the roadmap.<\/em><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi! This looks interesting, but I can’t seem to acces sit in the iOS app store. The link on your page doesn’t work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@andrew_brodsky\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@andrew_brodsky<\/a> <em>Thanks for letting us know! We just fixed the link. You can download it here:<br \/><\/em><a href=\"https:\/\/apps.apple.com\/app\/id6758704769\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><em>https:\/\/apps.apple.com\/app\/id6758704769<\/em><\/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>never upvoted anything so fast in my life \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@thefilips\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thefilips<\/a> <em>Thanks Filip, that means a lot!<\/em><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5IW4QAVFTD43SH\" class=\"app-title\">The Commuter<\/a><\/p>\n<div class=\"one-liner\">News that reads like a tweet<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">94<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5c06\u591a\u6765\u6e90\u65b0\u95fb\u91cd\u5199\u6210\u7c7b\u63a8\u7279\u7ebf\u7a0b\u7684\u8d44\u8baf\u5e94\u7528\uff0c\u5728\u901a\u52e4\u6216\u788e\u7247\u5316\u573a\u666f\u4e0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u5feb\u901f\u3001\u8f7b\u91cf\u3001\u65e0\u5e72\u6270\u7684\u9605\u8bfb\u4f53\u9a8c\uff0c\u89e3\u51b3\u4f20\u7edf\u65b0\u95fb\u5e94\u7528\u4fe1\u606f\u8fc7\u8f7d\u3001\u4f53\u9a8c\u5272\u88c2\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d9b75469-88a0-4b6e-bd1e-f5ca88795163.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c81df61a-c7f2-4c49-a7e7-a381ce5835fa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/daad8bf0-b4e2-46f3-b0a8-d41da02d7b7d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/afc185ab-632a-48c3-befa-9941e8acbe98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9f2197c6-3da6-4923-b98a-f1d4920f452a.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\">News<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65b0\u95fb\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u6539\u5199<\/span><br \/>\n <span class=\"tag\">\u63a8\u7279\u5f0f\u9605\u8bfb<\/span><br \/>\n <span class=\"tag\">\u788e\u7247\u5316\u8d44\u8baf<\/span><br \/>\n <span class=\"tag\">\u901a\u52e4\u573a\u666f<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u5a92\u4f53\u521b\u65b0<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u964d\u566a<\/span><br \/>\n <span class=\"tag\">\u7ebf\u7a0b\u5316\u5448\u73b0<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u5173\u6ce8\u65b0\u95fb\u6765\u6e90\u7684\u900f\u660e\u5ea6\u4e0e\u7ba1\u7406\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u6765\u6e90\u5df2\u9644\u4e8e\u6587\u672b\u4f46\u7ba1\u7406\u529f\u80fd\u5373\u5c06\u63a8\u51fa\u3002\u6709\u8bc4\u8bba\u9ad8\u5ea6\u8ba4\u53ef\u4ea7\u54c1\u6982\u5ff5\u4e0eUI\uff0c\u4f46\u6307\u51fa\u4fe1\u606f\u6e90\u6807\u8bc6\u4e0e\u7c7b\u522b\u89c6\u89c9\u533a\u5206\u5ea6\u4e0d\u8db3\uff0c\u5f71\u54cd\u6d4f\u89c8\u6548\u7387\u548c\u4fe1\u4efb\u611f\u3002\u53e6\u6709\u7528\u6237\u8d5e\u8d4f\u5176\u7ebf\u7a0b\u5f0f\u5448\u73b0\u65b9\u5f0f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n The Commuter \u7684\u201c\u63a8\u7279\u5f0f\u65b0\u95fb\u201d\u5b9a\u4f4d\uff0c\u7cbe\u51c6\u523a\u4e2d\u4e86\u73b0\u4ee3\u4eba\u4fe1\u606f\u7126\u8651\u4e0e\u65f6\u95f4\u788e\u7247\u5316\u7684\u53cc\u91cd\u56f0\u5883\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b80\u5355\u7684\u201c\u6587\u672c\u7f29\u77ed\u201d\uff0c\u800c\u5728\u4e8e\u901a\u8fc7\u201c\u7ebf\u7a0b\u5316\u91cd\u7ec4\u201d\u548c\u201c\u591a\u6e90\u5f52\u4e00\u201d\u5b8c\u6210\u4e86\u4e24\u91cd\u89e3\u6784\uff1a\u4e00\u662f\u89e3\u6784\u4e86\u4f20\u7edf\u65b0\u95fb\u5197\u957f\u7684\u53d9\u4e8b\u7ed3\u6784\uff0c\u5c06\u5176\u63d0\u70bc\u4e3a\u8981\u70b9\u5bf9\u8bdd\uff1b\u4e8c\u662f\u89e3\u6784\u4e86\u7528\u6237\u5728\u4e0d\u540c\u65b0\u95fb\u7f51\u7ad9\u95f4\u8df3\u8f6c\u3001\u4e0d\u65ad\u9002\u5e94\u5404\u79cd\u5e7f\u544a\u4e0e\u5f39\u7a97\u7684\u8ba4\u77e5\u8d1f\u8377\uff0c\u5b9e\u73b0\u4e86\u9605\u8bfb\u4f53\u9a8c\u7684\u201c\u65e0\u7f1d\u5207\u6362\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6838\u5fc3\u6a21\u5f0f\u4e5f\u57cb\u85cf\u7740\u6df1\u5c42\u98ce\u9669\u4e0e\u6311\u6218\u3002\u9996\u5148\uff0c\u201c\u6539\u5199\u201d\u884c\u4e3a\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u518d\u521b\u4f5c\uff0c\u5982\u4f55\u5728\u4fdd\u6301\u539f\u610f\u4e0e\u63d0\u5347\u53ef\u8bfb\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u662f\u4ea7\u54c1\u4f26\u7406\u4e0e\u8d28\u91cf\u7684\u547d\u95e8\u3002\u9644\u4e0a\u539f\u6587\u94fe\u63a5\u662f\u8d1f\u8d23\u4e4b\u4e3e\uff0c\u4f46\u82e5\u591a\u6570\u7528\u6237\u4ec5\u9605\u8bfb\u6539\u5199\u7248\uff0c\u5219\u4ea7\u54c1\u5b9e\u8d28\u4e0a\u6210\u4e3a\u4e86\u65b0\u7684\u201c\u4fe1\u606f\u4e2d\u4ecb\u201d\uff0c\u5176\u5ba2\u89c2\u6027\u5b8c\u5168\u4f9d\u8d56\u4e8e\u56e2\u961f\u80fd\u529b\u4e0e\u64cd\u5b88\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u4fe1\u6e90\u6807\u8bc6\u6a21\u7cca\u201d\u95ee\u9898\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u4fe1\u4efb\u6784\u5efa\u7684\u5173\u952e\u3002\u5728\u865a\u5047\u4fe1\u606f\u6cdb\u6ee5\u7684\u65f6\u4ee3\uff0c\u8f7b\u91cf\u5316\u9605\u8bfb\u4e0e\u5efa\u7acb\u4fe1\u6e90\u4fe1\u4efb\u4e4b\u95f4\u5b58\u5728\u5929\u7136\u5f20\u529b\uff0c\u4ea7\u54c1\u5fc5\u987b\u5728\u8bbe\u8ba1\u4e0a\u66f4\u6fc0\u8fdb\u5730\u5f3a\u5316\u4fe1\u6e90\u6743\u5a01\u6027\u53ef\u89c6\u5316\uff0c\u5426\u5219\u201c\u8f7b\u5feb\u201d\u7684\u4f18\u52bf\u53ef\u80fd\u53cd\u566c\u4e3a\u201c\u8f7b\u6d6e\u201d\u7684\u89c2\u611f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u770b\uff0c\u5b83\u8bd5\u56fe\u5728\u4f20\u7edf\u805a\u5408\u5668\uff08\u5982Google News\uff09\u7684\u7b97\u6cd5\u5206\u53d1\u4e0e\u793e\u4ea4\u5316\u9605\u8bfb\uff08\u5982Twitter\u672c\u8eab\uff09\u7684\u5608\u6742\u4e4b\u95f4\uff0c\u5f00\u8f9f\u4e00\u6761\u201c\u7ed3\u6784\u5316\u6e05\u723d\u201d\u7684\u4e2d\u95f4\u8def\u5f84\u3002\u4f46\u8fd9\u6761\u8def\u7684\u62a4\u57ce\u6cb3\u5e76\u4e0d\u6df1\uff1a\u6838\u5fc3\u7684\u201c\u6539\u5199-\u7ebf\u7a0b\u201d\u529f\u80fd\u6781\u6613\u88ab\u6a21\u4eff\uff0c\u800c\u5185\u5bb9\u7248\u6743\u4e0e\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u624d\u662f\u5176\u80fd\u5426\u89c4\u6a21\u5316\u4e14\u5408\u6cd5\u751f\u5b58\u7684\u57fa\u7840\u3002\u6b64\u5916\uff0c\u5176\u201c\u65e0\u5e7f\u544a\u201d\u7684\u6e05\u723d\u4f53\u9a8c\u76ee\u524d\u662f\u4eae\u70b9\uff0c\u4f46\u672a\u6765\u5546\u4e1a\u5316\u8def\u5f84\u82e5\u9009\u62e9\u4e0d\u5f53\uff08\u5982\u5f15\u5165\u5e7f\u544a\u6216\u4ed8\u8d39\u5899\uff09\uff0c\u6781\u6613\u52a8\u6447\u5176\u7acb\u8db3\u4e4b\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cThe Commuter \u662f\u4e00\u6b21\u5bf9\u9605\u8bfb\u4f53\u9a8c\u7684\u51fa\u8272\u5fae\u89c2\u521b\u65b0\uff0c\u53cd\u6620\u4e86\u201c\u5c11\u5373\u662f\u591a\u201d\u7684\u7528\u6237\u5fc3\u667a\u3002\u4f46\u5b83\u66f4\u50cf\u4e00\u4e2a\u7cbe\u81f4\u7684\u529f\u80fd\u539f\u578b\uff0c\u800c\u975e\u4e00\u4e2a\u7a33\u56fa\u7684\u4ea7\u54c1\u5f62\u6001\u3002\u5176\u957f\u671f\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u201c\u9605\u8bfb\u50cf\u63a8\u7279\u201d\u7684\u5f62\u5f0f\uff0c\u800c\u53d6\u51b3\u4e8e\u80fd\u5426\u6784\u5efa\u4e00\u4e2a\u517c\u5177\u5a92\u4f53\u516c\u4fe1\u529b\u3001\u5185\u5bb9\u53ef\u6301\u7eed\u6027\u4e0e\u5546\u4e1a\u5065\u5eb7\u5ea6\u7684\u5fae\u578b\u751f\u6001\u7cfb\u7edf\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u7528\u6237\u4fe1\u606f\u98df\u8c31\u4e2d\u4e00\u9053\u7f8e\u5473\u7684\u201c\u751c\u70b9\u201d\uff0c\u800c\u975e\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u4e3b\u98df\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\">The Commuter<\/span>\n <\/div>\n<div class=\"comment-content\">Traditional news apps often feel like work. Long walls of text, tons of popups, ads everywhere. We built The Commuter, a news app that reads like a tweet. The Commuter groups related stories from trusted sources into easy threads. Perfect for your morning commute or coffee break.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What are the sources of the news? Can I somehow double-check them? Manage them? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<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> Hi Nika! Thanks for checking out The Commuter!<\/p>\n<p>All the sources are attached below the news threads, so you can always fact check them \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a>  we currently do not have the feature to manage sources just yet, but it\u2019s definitely coming in the next releases!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! \ud83d\udc4b<\/p>\n<p>Jeyee here, founder of The Commuter – a news app that reads like a tweet.<\/p>\n<p>Here’s why I built it: traditional news aggregators dump links on you. Every link is a different outlet, different layout, different popups, different cookie consent form. By the time you’ve context-switched three times, you’ve lost the will to live, let alone finish the article.<\/p>\n<p>The approach: The Commuter pulls articles from multiple publishers (including your local ones), and rewrites them into threads that feel like a conversation. Light, clean, easy to digest – the way news should be.<\/p>\n<p>We also include the original sources under each thread, because we believe you should always be able to verify what you read. Don’t trust us – check the sources.<\/p>\n<p>Oh, and we throw in fun facts related to each story. Because knowing that computer bugs are named after an actual bug is exactly the kind of thing you want to bring up at dinner.<\/p>\n<p>We’re a small indie team that got tired of feeling overwhelmed by the news. So we built the app we actually wanted to use.<\/p>\n<p>Would love your feedback, support, and brutal honesty. \ud83d\ude4f<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Funny coincidence \u2014 I launched AIArrive today, an app literally built for commuters! \ud83d\ude04 When I saw ‘The Commuter’ I<\/p>\n<p>thought we were in the same space, but turns out you’re solving the news problem while I’m solving the ‘never be late<\/p>\n<p>again’ problem. Love the thread-based approach to news though \u2014 would actually be a great combo: read your Commuter threads while AIArrive makes sure you leave on time. Upvoted! \ud83d\ude80”<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Congratulations on the launch!<\/strong> I was excited to check this out, and I think it\u2019s a strong concept with real potential.<\/p>\n<h3>What\u2019s Working Well<\/h3>\n<ul>\n<li>\n<p>The onboarding experience is quick and seamless.<\/p>\n<\/li>\n<li>\n<p>The UI feels clean and thoughtfully designed.<\/p>\n<\/li>\n<li>\n<p>Content is easy to read, with good clarity overall.<\/p>\n<\/li>\n<\/ul>\n<h3>Additional Feedback<\/h3>\n<p>It took me a little time to understand exactly who or what I was looking at in the feed \u2014 specifically differentiating between verified or \u201ctrue\u201d sources and shortened publisher names like \u201ctechauntie,\u201d \u201cmorecontextgal,\u201d \u201cpartyintheusa,\u201d etc.<\/p>\n<p>Some clearer visual distinctions between source types could really improve scannability and trust.<\/p>\n<p>Additionally, stronger visual cues could help users navigate the different news categories (Tech, America, The Commuter, Goallll, etc.). Right now, the screen feels slightly scattered, and a bit more hierarchy or grouping could make the experience feel more intentional and structured.<\/p>\n<h3>Overall<\/h3>\n<p>I\u2019ll continue using the product because I see real value in it, and I\u2019m especially curious to see how the iOS notifications evolve.<\/p>\n<p>I\u2019m a big fan of the typography and hierarchy in The Wall Street Journal \u2014 I\u2019d love to see how you all continue refining this into something equally useful and uniquely your own.<\/p>\n<p>Great start \u2014 excited to see where 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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@employee_no1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@employee_no1<\/a> Hey Brian, thanks for the super detailed comment! We’ll definitely take your feedback into account and look into how WSJ does it to see how we can incorporate that. Thanks again, and we’ll work hard to bring you those improvements soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/NZXNEVYSYBCX4Y\" class=\"app-title\">Draftwise Playbook Studio<\/a><\/p>\n<div class=\"one-liner\">Analyze your patterns. Capture your edge. Playbooks at scale<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">91<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Draftwise Playbook Studio\u662f\u4e00\u6b3e\u9762\u5411\u6cd5\u5f8b\u884c\u4e1a\u7684\u5168\u5468\u671f\u5408\u540c\u5ba1\u67e5\u5de5\u5177\uff0c\u901a\u8fc7\u81ea\u52a8\u5206\u6790\u56e2\u961f\u5386\u53f2\u8c08\u5224\u8bb0\u5f55\u4e0e\u5408\u540c\uff0c\u5728\u7ea65\u5206\u949f\u5185\u5c06\u673a\u6784\u77e5\u8bc6\u8f6c\u5316\u4e3a\u53ef\u90e8\u7f72\u7684\u6807\u51c6\u5316\u7b56\u7565\u624b\u518c\uff0c\u89e3\u51b3\u4e86\u6cd5\u5f8b\u56e2\u961f\u77e5\u8bc6\u5206\u6563\u3001\u624b\u518c\u9648\u65e7\u4e14\u521b\u5efa\u8017\u65f6\u5de8\u5927\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a4a1118c-a320-456d-8039-386a03226e7e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/be94e89d-0c44-45a9-858b-f16c8ff9c138.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ff1f0c0c-c45c-4d9f-9b41-0786a6f3171e.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\/6b9ccfef-26fc-4e37-a808-e86600f743fa.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/dzxlqIgu9Sk\"><source src=\"https:\/\/youtu.be\/dzxlqIgu9Sk\" 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\">Legal<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6cd5\u5f8b\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u5408\u540c\u5ba1\u67e5<\/span><br \/>\n <span class=\"tag\">AI\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">\u77e5\u8bc6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u7b56\u7565\u624b\u518c<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u5408\u89c4\u79d1\u6280<\/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>\u76ee\u524d\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u4e3a\u4ea7\u54c1\u56e2\u961f\u53d1\u5e03\u3002\u56e2\u961f\u4ee3\u8868Sarah\u9610\u8ff0\u4e86\u4ea7\u54c1\u5f00\u53d1\u80cc\u666f\uff08\u89e3\u51b3\u6cd5\u5f8b\u56e2\u961f\u77e5\u8bc6\u5206\u6563\u3001\u624b\u518c\u9648\u65e7\u7684\u632b\u8d25\u611f\uff09\uff0c\u5e76\u63d0\u4f9b\u4e86\u5177\u4f53\u7528\u4f8b\uff08VC\u6cd5\u52a1\u573a\u666f\uff09\u4e0e\u6548\u80fd\u6570\u636e\uff08NDA\u5ba1\u67e5\u4ece60\u5206\u949f\u964d\u81f32\u5206\u949f\uff09\u3002\u8bc4\u8bba\u65e8\u5728\u5f15\u53d1\u6f5c\u5728\u7528\u6237\u5bf9\u201c\u7b56\u7565\u624b\u518c\u7ba1\u7406\u6700\u5927\u969c\u788d\u201d\u7684\u8ba8\u8bba\uff0c\u4f46\u5c1a\u672a\u51fa\u73b0\u771f\u5b9e\u7528\u6237\u7684\u95ee\u9898\u4e0e\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 Draftwise Playbook Studio\u7684\u5ba3\u79f0\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u673a\u6784\u77e5\u8bc6\u8d44\u4ea7\u5316\u201d\uff0c\u4f46\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u5e76\u975e\u7b80\u5355\u7684\u6587\u6863\u5206\u6790\u6216\u6a21\u677f\u751f\u6210\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u653b\u514b\u6cd5\u5f8b\u884c\u4e1a\u6700\u987d\u56fa\u7684\u58c1\u5792\u2014\u2014\u9690\u6027\u77e5\u8bc6\u7684\u663e\u6027\u5316\u4e0e\u6d41\u7a0b\u5316\u3002\u4f20\u7edf\u6cd5\u5f8b\u5de5\u4f5c\u7684\u6838\u5fc3\u4ef7\u503c\u6df1\u85cf\u4e8e\u4e2a\u4f53\u7684\u7ecf\u9a8c\u3001\u5224\u65ad\u548c\u8c08\u5224\u5386\u53f2\u4e2d\uff0c\u96be\u4ee5\u89c4\u6a21\u5316\u590d\u7528\u3002\u8be5\u4ea7\u54c1\u82e5\u5982\u5176\u6240\u8ff0\uff0c\u80fd\u81ea\u52a8\u8bc6\u522b\u201c\u5df2\u63a5\u53d7\u6761\u6b3e\u201d\u3001\u201c\u98ce\u9669\u5e95\u7ebf\u201d\u548c\u201c\u7075\u6d3b\u7acb\u573a\u201d\uff0c\u5219\u610f\u5473\u7740\u5b83\u4e0d\u518d\u63d0\u4f9b\u901a\u7528\u7684AI\u5efa\u8bae\uff0c\u800c\u662f\u4e3a\u6bcf\u4e2a\u56e2\u961f\u6784\u5efa\u4e13\u5c5e\u7684\u3001\u52a8\u6001\u7684\u7b56\u7565\u64cd\u4f5c\u7cfb\u7edf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u4e24\u70b9\uff1a\u7b2c\u4e00\uff0c\u5b83\u76f4\u63a5\u7784\u51c6\u4e86\u6cd5\u5f8b\u6210\u672c\u7684\u6838\u5fc3\u2014\u2014\u65f6\u95f4\u3002\u5c06NDA\u5ba1\u67e5\u4ece60\u5206\u949f\u538b\u7f29\u81f32\u5206\u949f\uff0c\u8282\u7701\u7684\u5e76\u975e\u4ec5\u662f\u5f8b\u5e08\u5de5\u65f6\uff0c\u66f4\u662f\u4ea4\u6613\u901f\u5ea6\u548c\u5546\u4e1a\u673a\u4f1a\u3002\u7b2c\u4e8c\uff0c\u5728\u751f\u6210\u5f0fAI\u6cdb\u6ee5\u3001\u8f93\u51fa\u65e5\u8d8b\u540c\u8d28\u5316\u7684\u5f53\u4e0b\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u5f3a\u8c03\u201c\u4f60\u7684\u5148\u4f8b\u5c31\u662f\u4f60\u7684\u7ade\u4e89\u4f18\u52bf\u201d\u3002\u8fd9\u4e00\u5b9a\u4f4d\u5de7\u5999\u5730\u5c06AI\u4ece\u201c\u521b\u9020\u8005\u201d\u964d\u7ef4\u4e3a\u201c\u63d0\u70bc\u8005\u201d\u548c\u201c\u6267\u884c\u8005\u201d\uff0c\u66f4\u6613\u83b7\u5f97\u6ce8\u91cd\u98ce\u9669\u4e0e\u5148\u4f8b\u7684\u6cd5\u5f8b\u4e13\u4e1a\u4eba\u58eb\u7684\u4fe1\u4efb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u4e25\u5cfb\u3002\u9996\u5148\uff0c\u4ea7\u54c1\u7684\u6709\u6548\u6027\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u8f93\u5165\u6570\u636e\u7684\u8d28\u91cf\u4e0e\u6570\u91cf\uff0c\u65b0\u56e2\u961f\u6216\u5386\u53f2\u6570\u636e\u6df7\u4e71\u7684\u56e2\u961f\u80fd\u5426\u5feb\u901f\u53d7\u76ca\u5b58\u7591\u3002\u5176\u6b21\uff0c\u201c\u81ea\u52a8\u6355\u83b7\u201d\u4e13\u4e1a\u5224\u65ad\u6d89\u53ca\u6781\u9ad8\u7684\u51c6\u786e\u5ea6\u8981\u6c42\uff0c\u4efb\u4f55\u5173\u952e\u6761\u6b3e\u7684\u8bef\u5224\u90fd\u53ef\u80fd\u5e26\u6765\u6cd5\u5f8b\u98ce\u9669\uff0c\u8fd9\u9700\u8981\u6781\u5176\u53ef\u9760\u7684AI\u6a21\u578b\u4e0e\u4e25\u8c28\u7684\u4eba\u5de5\u5ba1\u6838\u95ed\u73af\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u548c\u5b9a\u4ef7\u7b56\u7565\u80fd\u5426\u5339\u914d\u4e2d\u5927\u578b\u5f8b\u6240\u6216\u4f01\u4e1a\u6cd5\u52a1\u90e8\u7684\u590d\u6742\u9700\u6c42\u4e0e\u91c7\u8d2d\u6d41\u7a0b\uff0c\u4ecd\u6709\u5f85\u89c2\u5bdf\u3002\u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u6b3e\u8bd5\u56fe\u7528\u6280\u672f\u624b\u6bb5\u89e3\u6784\u5e76\u89c4\u6a21\u5316\u6cd5\u5f8b\u4e13\u4e1a\u667a\u6167\u7684\u91ce\u5fc3\u4e4b\u4f5c\uff0c\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u6f14\u793a\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u5728\u771f\u5b9e\u3001\u590d\u6742\u4e14\u98ce\u9669\u6781\u9ad8\u7684\u5546\u4e1a\u6cd5\u5f8b\u573a\u666f\u4e2d\uff0c\u8d62\u5f97\u5f8b\u5e08\u4eec\u5bf9\u201c\u81ea\u52a8\u5316\u7b56\u7565\u201d\u7684\u771f\u6b63\u4fe1\u8d56\u4e0e\u4f9d\u8d56\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\">Draftwise Playbook Studio<\/span>\n <\/div>\n<div class=\"comment-content\">Draftwise Playbook Studio is the legal industry’s first full-cycle contract review tool that saves legal teams hundreds of hours monthly by codifying institutional knowledge into actionable assets. Draftwise reads your negotiation history and experience and transforms it into a deployable playbook in ~5 minutes. Your expertise, risk tolerance, and hard-won positions, automatically captured. Secure, team-specific, and built to scale.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hello! <\/strong>I’m Sarah from the Draftwise team \u2014 we are just so excited to be launching <strong>Playbook Studio<\/strong> here today.<\/p>\n<\/p>\n<p>Every lawyer and legal team we’ve ever talked to has the same quiet frustration: their best work (the hard-won redlines, the negotiated positions, the institutional memory built over years of deals) lives scattered across folders and email threads. Playbooks, if they exist at all, are usually outdated the moment they’re finished. And building one from scratch requires hours of tedious manual work.<\/p>\n<\/p>\n<p><strong>Playbook Studio is our answer.<\/strong> It analyzes your existing contracts and negotiation points and generates a deployable, customized playbook in about 5 minutes.<\/p>\n<\/p>\n<p><strong>Imagine<\/strong> <strong>you’re a General Counsel at a Venture Capital firm<\/strong>. You’re operating at a pace that traditional playbook management simply can’t keep up with: processing hundreds of NDAs, term sheets, and portfolio company agreements simultaneously, and often with a lean internal team and aggressive timelines where a delayed close has real consequences.<\/p>\n<p>The institutional knowledge to handle this volume exists, but it’s trapped: buried in executed agreements, scattered across deal notes, and locked in the heads of your team. Playbook Studio changes that equation by automatically codifying your accepted language, hard lines, and flexible positions, so you can operate seamlessly and at the pace of the business.<\/p>\n<\/p>\n<p>For context, <strong>we’ve seen NDA review time drop from 60 minutes to 2 minutes<\/strong> for teams using a playbook generated by Playbook Studio. <\/p>\n<\/p>\n<p>This isn’t generic AI advice. It’s <em>your<\/em> positions, <em>your<\/em> risk tolerances, and <em>your<\/em> accepted language \u2014 codified automatically in your customized playbook. In a world where every tool is converging on the same general AI-generated market-standard output, <strong>your precedent is your competitive advantage<\/strong>, <strong>but only if you can access and action it effectively. <br \/><\/strong><\/p>\n<p>We’re offering a <strong>free 2-week trial starting today<\/strong>. Simply upload an existing NDA or contract template, and you can be up and running in minutes.<\/p>\n<\/p>\n<p>Would love to hear from anyone who’s wrestled with playbook management. What’s been the biggest barrier for your team? Let’s dig into it here together\ud83d\udc47<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>21<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/URVSENLCYQCC4T\" class=\"app-title\">Custom Models<\/a><\/p>\n<div class=\"one-liner\">Personalized 3D models for animated travel stories<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">90<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u4eba\u5de5\u5b9a\u5236\u670d\u52a1\uff0c\u4e3a\u7528\u6237\u7684\u52a8\u753b\u65c5\u884c\u6545\u4e8b\u521b\u5efa\u4e2a\u6027\u53163D\u6a21\u578b\uff0c\u89e3\u51b3\u4e86\u65c5\u884c\u5185\u5bb9\u521b\u4f5c\u8005\u96be\u4ee5\u83b7\u5f97\u7cbe\u51c6\u3001\u4e13\u5c5e\u89c6\u89c9\u8d44\u4ea7\u75db\u70b9\u7684\u5de5\u5177\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fb9c2781-349c-48e2-8d13-4e4e6df1dc46.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd1ee61a-06c5-45db-be09-8a359287af10.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7ea94b96-20ac-4202-be50-232f3c8d28b7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/874e7442-edfc-49cf-9afe-0fbe9aa60e27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7a0ce37e-1e12-4666-88ff-36cd8c0c9ae3.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\/34343a1b-3f56-488d-9637-8baec7d57899.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/LnbNLQjRyD8\"><source src=\"https:\/\/youtu.be\/LnbNLQjRyD8\" 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\">Travel<\/span><br \/>\n <span class=\"tag\">Photo & Video<\/span><br \/>\n <span class=\"tag\">3D Modeling<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">3D\u6a21\u578b\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u52a8\u753b\u65c5\u884c<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u5efa\u6a21<\/span><br \/>\n <span class=\"tag\">\u534f\u4f5c\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u8d44\u4ea7<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u53d9\u4e8b<\/span><br \/>\n <span class=\"tag\">\u670d\u52a1\u578b\u4ea7\u54c1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u7591\u95ee\u5728\u4e8e\u4ea7\u54c1\u662f\u81ea\u52a8\u5316\u751f\u6210\u8fd8\u662f\u4eba\u5de5\u670d\u52a1\u3002\u5b98\u65b9\u56de\u590d\u660e\u786e\u5176\u4e3a\u57fa\u4e8e\u7528\u6237\u5177\u4f53\u9700\u6c42\u7684\u56e2\u961f\u624b\u52a8\u5efa\u6a21\u670d\u52a1\uff0c\u56e0\u6a21\u578b\u901a\u5e38\u9ad8\u5ea6\u4e2a\u6027\u5316\u4e14\u6d89\u53ca\u7279\u5b9a\u8f66\u8f86\u7b49\u7ec6\u8282\uff0c\u9700\u8981\u4eba\u5de5\u4ecb\u5165\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 Custom Models \u672c\u8d28\u4e0a\u5e76\u975e\u4e00\u6b3e\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u201c\u4ea7\u54c1\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u62ab\u7740APP\u5916\u8863\u7684**\u9ad8\u7aef\u5b9a\u5236\u670d\u52a1\u5165\u53e3**\u3002\u5176\u4ef7\u503c\u6838\u5fc3\u4e0d\u5728\u4e8e\u6280\u672f\u81ea\u52a8\u5316\uff0c\u800c\u5728\u4e8e**\u5c06\u7a00\u7f3a\u7684\u4eba\u5de5\u521b\u610f\u4e0e\u5efa\u6a21\u80fd\u529b\u8fdb\u884c\u4e86\u6807\u51c6\u5316\u3001\u6d41\u7a0b\u5316\u7684\u5c01\u88c5\u4e0e\u4ea4\u4ed8**\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5728AIGC\u5e2d\u5377\u4e00\u5207\u3001\u5f3a\u8c03\u201c\u79d2\u7ea7\u751f\u6210\u201d\u7684\u5f53\u4e0b\uff0c\u5b83\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u4e3b\u6253\u201c\u6162\u5de5\u51fa\u7ec6\u6d3b\u201d\u7684\u4eba\u5de5\u5b9a\u5236\u3002\u8fd9\u770b\u4f3c\u7b28\u91cd\uff0c\u5374\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u7ec6\u5206\u5e02\u573a\uff1a\u5bf9\u4e2a\u6027\u5316\u3001\u7cbe\u786e\u6027\uff08\u5c24\u5176\u662f\u7279\u5b9a\u8f66\u8f86\u3001\u573a\u666f\uff09\u6709\u6781\u81f4\u8981\u6c42\u7684\u65c5\u884c\u52a8\u753b\u521b\u4f5c\u8005\u3002\u8fd9\u7c7b\u9700\u6c42\u662f\u5f53\u524d\u901a\u7528AI\u6a21\u578b\u96be\u4ee5\u6ee1\u8db3\u7684\u201c\u957f\u5c3e\u9700\u6c42\u201d\u3002\u4ea7\u54c1\u4ecb\u7ecd\u7684\u201c\u5ba1\u6838\u91cc\u7a0b\u7891\u201d\u3001\u201c\u534f\u4f5c\u5de5\u4f5c\u6d41\u201d\u7b49\u672f\u8bed\uff0c\u5b9e\u5219\u662f\u5c06\u4f20\u7edf\u81ea\u7531\u804c\u4e1a\u8005\u6216\u5de5\u4f5c\u5ba4\u7684\u5b9a\u5236\u6d41\u7a0b\u4ea7\u54c1\u5316\u3001\u900f\u660e\u5316\uff0c\u65e8\u5728\u5efa\u7acb\u4fe1\u4efb\u611f\uff0c\u964d\u4f4e\u9ad8\u7aef\u7528\u6237\u7684\u51b3\u7b56\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u5728\u660e\u663e\u5929\u82b1\u677f\u3002\u91cd\u5ea6\u4f9d\u8d56\u4eba\u5de5\u610f\u5473\u7740\u89c4\u6a21\u4e0d\u7ecf\u6d4e\uff0c\u6210\u672c\u9ad8\u3001\u4ea4\u4ed8\u5468\u671f\u957f\uff0c\u96be\u4ee5\u5b9e\u73b0\u6307\u6570\u7ea7\u589e\u957f\u3002\u5b83\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u5962\u4f88\u54c1\u201d\u6216\u201c\u4e13\u4e1a\u89e3\u51b3\u65b9\u6848\u201d\uff0c\u800c\u975e\u5927\u4f17\u5316\u5de5\u5177\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u5173\u4e8e\u670d\u52a1\u6a21\u5f0f\u7684\u7591\u60d1\u4e5f\u5370\u8bc1\u4e86\u8fd9\u4e00\u70b9\uff1a\u5728\u7528\u6237\u9884\u671f\u666e\u904d\u88ab\u81ea\u52a8\u5316\u5de5\u5177\u91cd\u5851\u7684\u4eca\u5929\uff0c\u9700\u8981\u660e\u786e\u6559\u80b2\u5e02\u573a\u5176\u670d\u52a1\u5c5e\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u771f\u6b63\u673a\u4f1a\u5728\u4e8e\uff0c\u4ee5\u4f18\u8d28\u6848\u4f8b\u5efa\u7acb\u54c1\u724c\uff0c\u6210\u4e3a\u7279\u5b9a\u5782\u76f4\u9886\u57df\uff08\u5982\u9ad8\u7aef\u65c5\u884cVlog\u3001\u6c7d\u8f66\u6587\u5316\u5185\u5bb9\uff09\u7684\u6807\u6746\u670d\u52a1\u5546\uff0c\u5e76\u53ef\u80fd\u5728\u672a\u6765\u5c06\u91cd\u590d\u6027\u5de5\u4f5c\u6a21\u5757\u5316\uff0c\u6216\u5f15\u5165AI\u4f5c\u4e3a\u4eba\u5de5\u7684\u8f85\u52a9\u5de5\u5177\u4ee5\u63d0\u5347\u6548\u7387\u3002\u4f46\u5c31\u5176\u5f53\u524d\u5f62\u6001\u800c\u8a00\uff0c\u5b83\u662f\u4e00\u4e2a\u5de7\u5999\u7684\u5e02\u573a\u5361\u4f4d\uff0c\u800c\u975e\u4e00\u4e2a\u98a0\u8986\u6027\u7684\u6280\u672f\u4ea7\u54c1\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\">Custom Models<\/span>\n <\/div>\n<div class=\"comment-content\">Introducing Custom Model Requests in TravelAnimator: users can request one-of-a-kind models built around their exact vision. We handle every detail with care and keep you in the loop through each production stage. You\u2019ll review milestones, share feedback, and approve before we move forward. The result: a transparent, collaborative workflow that delivers high-quality custom models you can trust.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Amazing one, loved it. One question .. is this a service-based like I request the model and team build it or its self-service based where form the website I generated automatically after answering the form questions <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">@ayman_elafifi1 the team manually builds out the model. Quite often, the custom models are very specific to the individual and their vehicle and require manual intervention.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/I3TPVUOQ3JW5WV\" class=\"app-title\">Pinly<\/a><\/p>\n<div class=\"one-liner\">Reminders that trigger exactly where you need them<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">90<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pinly\u662f\u4e00\u6b3eiOS\u667a\u80fd\u63d0\u9192\u5e94\u7528\uff0c\u901a\u8fc7\u5730\u56fe\u6253\u70b9\u5b9e\u73b0\u7cbe\u51c6\u5230\u8fbe\u63d0\u9192\uff0c\u89e3\u51b3\u7528\u6237\u62b5\u8fbe\u7279\u5b9a\u5730\u70b9\uff08\u5982\u5546\u5e97\uff09\u540e\u5fd8\u8bb0\u521d\u8877\u7684\u5065\u5fd8\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/26bca730-61c5-4555-b6a0-936f0c5116e7.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\/20e1206a-7005-4ed5-a886-38c1c386f57e.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\/b1425b0f-6fa6-4ca2-824a-35f5b39dcf09.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\/b9bfb883-6fb2-4c63-9a6a-9bb4f84f136a.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\/d6ef621e-bf80-4c58-9632-a9ffe83aedf1.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\/6f0a4407-44ac-4c25-ba23-396edd6995c9.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\">iOS<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4f4d\u7f6e\u63d0\u9192<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u5907\u5fd8<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80UI<\/span><br \/>\n <span class=\"tag\">\u5730\u7406\u56f4\u680f<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u5907\u7528\u63d0\u9192<\/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\u5f3a\u70c8\u5171\u9e23\u4e8e\u201c\u5230\u5546\u5e97\u5374\u5fd8\u4e70\u6838\u5fc3\u7269\u54c1\u201d\u7684\u573a\u666f\u3002\u5f00\u53d1\u8005\u4e3b\u52a8\u4ecb\u7ecd\u5f00\u53d1\u521d\u8877\u5e76\u5bfb\u6c42\u5173\u4e8e\u5e94\u7528\u4e0a\u624b\u4f53\u9a8c\u548c\u6574\u4f53\u611f\u53d7\u7684\u53cd\u9988\uff0c\u8bc4\u8bba\u6c1b\u56f4\u79ef\u6781\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Pinly\u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u666e\u904d\u5b58\u5728\u7684\u201c\u5730\u70b9\u6027\u9057\u5fd8\u201d\u75db\u70b9\uff0c\u5176\u4ef7\u503c\u5728\u4e8e\u5c06\u62bd\u8c61\u7684\u201c\u5f85\u529e\u4e8b\u9879\u201d\u4e0e\u5177\u4f53\u7684\u7269\u7406\u5750\u6807\u7ed1\u5b9a\uff0c\u5b9e\u73b0\u4e86\u8bb0\u5fc6\u7684\u5916\u90e8\u5316\u4e0e\u573a\u666f\u5316\u89e6\u53d1\u3002\u8fd9\u6bd4\u4f20\u7edf\u65f6\u95f4\u63d0\u9192\u66f4\u7b26\u5408\u788e\u7247\u5316\u3001\u975e\u89c4\u5f8b\u6027\u7684\u73b0\u4ee3\u751f\u6d3b\u8282\u594f\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\u529f\u80fd\u58c1\u5792\u4e0d\u9ad8\uff0c\u6838\u5fc3\u7684\u201c\u5730\u7406\u56f4\u680f\u201d\u63d0\u9192\u80fd\u529b\u5df2\u88ab\u4e3b\u6d41\u5730\u56fe\u548c\u6e05\u5355\u5e94\u7528\u96c6\u6210\uff0c\u4f5c\u4e3a\u72ec\u7acb\u5e94\u7528\uff0c\u5176\u751f\u5b58\u7a7a\u95f4\u6613\u53d7\u6324\u538b\u3002\u5176\u6b21\uff0c\u7528\u6237\u4e60\u60ef\u57f9\u517b\u6210\u672c\u9ad8\uff0c\u9700\u8981\u6539\u53d8\u7528\u6237\u73b0\u6709\u201c\u8bb0\u5728\u5907\u5fd8\u5f55\u201d\u6216\u201c\u8bbe\u4e2a\u95f9\u949f\u201d\u7684\u60ef\u6027\uff0c\u4e14\u201c\u6253\u5f00\u5e94\u7528-\u5730\u56fe\u6253\u70b9\u201d\u7684\u64cd\u4f5c\u8def\u5f84\u662f\u5426\u771f\u6bd4\u5feb\u901f\u8bed\u97f3\u52a9\u624b\u8f93\u5165\u66f4\u201c\u65e0\u611f\u201d\uff0c\u503c\u5f97\u5546\u69b7\u3002\u6700\u540e\uff0c\u5176\u201c\u4e13\u4e1a\u7248\u201d\u5356\u70b9\uff08\u5982\u81ea\u5b9a\u4e49\u534a\u5f84\u3001\u9759\u97f3\u65f6\u6bb5\uff09\u7565\u663e\u5355\u8584\uff0c\u96be\u4ee5\u6784\u6210\u575a\u56fa\u7684\u4ed8\u8d39\u5899\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u673a\u4f1a\u6216\u8bb8\u4e0d\u5728\u4e8e\u201c\u53e6\u4e00\u4e2a\u63d0\u9192\u5de5\u5177\u201d\uff0c\u800c\u5728\u4e8e\u6df1\u8015\u201c\u5730\u70b9\u201d\u4e0e\u201c\u610f\u56fe\u201d\u7684\u6570\u636e\u5173\u8054\u3002\u82e5\u80fd\u901a\u8fc7\u5206\u6790\u7528\u6237\u5e38\u8bbe\u63d0\u9192\u7684\u5730\u70b9\u7c7b\u578b\u3001\u65f6\u95f4\u3001\u4e8b\u9879\uff0c\u9010\u6e10\u5f62\u6210\u9884\u6d4b\u6027\u5efa\u8bae\uff0c\u6216\u4e0e\u672c\u5730\u670d\u52a1\u4fe1\u606f\u8f7b\u5ea6\u7ed3\u5408\uff0c\u5219\u53ef\u80fd\u4ece\u201c\u88ab\u52a8\u63d0\u9192\u201d\u5347\u7ea7\u4e3a\u201c\u4e3b\u52a8\u60c5\u666f\u52a9\u624b\u201d\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u662f\u4e00\u6b3e\u6253\u78e8\u7cbe\u81f4\u3001\u76f4\u51fb\u75d2\u70b9\u7684\u4f5c\u54c1\uff0c\u4f46\u5728\u5de8\u5934\u73af\u4f3a\u7684\u751f\u6001\u4e2d\uff0c\u9700\u5c3d\u5feb\u627e\u5230\u4ece\u201c\u6709\u7528\u201d\u5230\u201c\u4e0d\u53ef\u66ff\u4ee3\u201d\u7684\u8fdb\u5316\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\">Pinly<\/span>\n <\/div>\n<div class=\"comment-content\">Pinly is the smart reminder app for iOS. Set effortless location-based alerts and timed reminders. Drop a pin on the map and get notified the moment you arrive so you don’t forget why you went. Features time-based fallbacks, custom radiuses, and a clean, straightforward UI. Privacy-focused and simple to use.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This is definitely me.<br \/>\nEspecially when it’s something so important and I rush there without noting it down.<br \/>\nI get there and buy something completely different from what I needed to get.<\/div>\n<div class=\"comment-actions\">\n<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\/@george_esther\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@george_esther<\/a>  Yes\ud83d\ude02! Leaving the store with everything except the one thing I actually went there for is the exact loop I get stuck in. Hopefully the app saves you from having to make a few of those second trips! Thank you so much for checking the launch out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt, I’m Alvin, an indie developer based in Sweden.<\/p>\n<p>Today I’m launching my latest iOS app, Pinly.<\/p>\n<p>I built this because I kept arriving at a store or a specific part of town and completely forgetting why I actually went there. Standard time reminders didn’t work for me since my schedule is always changing.<\/p>\n<p>So I made Pinly to be as straightforward as possible. You just open the map, drop a pin, and the app pings you the exact moment you get to that location.<\/p>\n<p>It has a clean interface, reliable location triggers, and time-based reminders as a backup. There is also a Pro version if you need custom trigger radiuses, unlimited pins, or quiet hours.<\/p>\n<p>I bootstrapped this myself and focused really hard on making the UI distraction-free.<\/p>\n<p>I’d love to hear what you guys think, especially about the onboarding and the overall feel of the app. I’ll be hanging out in the comments all day to answer any questions.<\/p>\n<p>Thanks,<br \/>\nAlvin<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alvin_armanni\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alvin_armanni<\/a> Congratulations on your latest 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<\/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\/4GIPSZH3UQEPZV\" class=\"app-title\">Synlets<\/a><\/p>\n<div class=\"one-liner\">Assign tickets to AI and reduce your backlog<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Synlets\u662f\u4e00\u6b3e\u5c06\u5f00\u53d1\u5de5\u5355\u76f4\u63a5\u5206\u914d\u7ed9AI\u667a\u80fd\u4f53\u5e76\u81ea\u52a8\u751f\u6210\u53ef\u7528PR\u7684\u4ea7\u54c1\uff0c\u65e8\u5728\u89e3\u51b3\u56e2\u961f\u4e2d\u4f4e\u4f18\u5148\u7ea7\u3001\u91cd\u590d\u6027\u6280\u672f\u4efb\u52a1\u79ef\u538b\u7684\u75db\u70b9\uff0c\u8ba9\u5de5\u7a0b\u5e08\u80fd\u4e13\u6ce8\u4e8e\u590d\u6742\u95ee\u9898\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f51a5e2f-9a12-4a9b-9922-987a12b79e75.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8703badd-f86e-4b5f-ad6d-8ea509ffabf7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ce78ba1e-93d2-4a63-a214-75157f3572f2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a769133-d245-4979-9c35-00419bd8a2b8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51566b03-fa42-4b50-9927-6f5f4afeb958.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d2107dda-d2e0-47b5-880b-16966cf27c61.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/45816a41-8e88-4968-be10-9c57032f9858.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2fb056fb-d4c5-4f4e-b9ff-567a966afd20.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d8ef739a-6464-4246-82cb-a4700ca8eda3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5de5\u5355\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u7814\u53d1\u6548\u80fd<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u751f\u6210<\/span><br \/>\n <span class=\"tag\">PR\u81ea\u52a8\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u6280\u672f\u503a\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">AI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u8f6f\u4ef6\u5de5\u7a0b<\/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\u6e90\u4e8e\u5bf9\u201c\u5de5\u5355\u575f\u573a\u201d\u3001\u975e\u6280\u672f\u4eba\u5458\u4f7f\u7528AI\u95e8\u69db\u9ad8\u53ca\u5de5\u7a0b\u5e08\u8017\u65f6\u4e8e\u7410\u788e\u4efb\u52a1\u7684\u89c2\u5bdf\u3002\u7528\u6237\u5171\u9e23\u4e8e\u201c\u5de5\u5355\u575f\u573a\u201d\u73b0\u8c61\uff0c\u5e76\u8865\u5145\u4e86\u5b89\u5168\u7c7b\u7410\u788e\u4efb\u52a1\u4e5f\u53ef\u7531AI\u5904\u7406\u7684\u573a\u666f\u3002\u6709\u8bc4\u8bba\u8005\u8ba4\u53ef\u5176\u201c\u91ca\u653e\u65f6\u95f4\u505a\u9ad8\u4ef7\u503c\u5de5\u4f5c\u201d\u7684\u7406\u5ff5\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 Synlets\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53e6\u4e00\u4e2a\u7f16\u7801\u526f\u9a7e\u9a76\uff0c\u800c\u662f\u8bd5\u56fe\u626e\u6f14\u4e00\u4e2a\u201cAI\u56e2\u961f\u6210\u5458\u201d\u7684\u89d2\u8272\uff0c\u76f4\u63a5\u5d4c\u5165\u9879\u76ee\u7ba1\u7406\u6d41\u7a0b\u3002\u5176\u771f\u6b63\u4ef7\u503c\u662f**\u5c06AI\u4ece\u201c\u4ee3\u7801\u5efa\u8bae\u8005\u201d\u63d0\u5347\u4e3a\u201c\u4efb\u52a1\u6267\u884c\u8005\u201d**\uff0c\u5e76\u8bd5\u56fe\u91cd\u6784\u975e\u6280\u672f\u89d2\u8272\uff08\u5982\u9879\u76ee\u7ecf\u7406\uff09\u4e0e\u6280\u672f\u5b9e\u73b0\u4e4b\u95f4\u7684\u5de5\u4f5c\u754c\u9762\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7280\u5229\u5730\u5207\u4e2d\u4e86\u4e24\u4e2a\u884c\u4e1a\u987d\u75be\uff1a\u4e00\u662f\u201c\u5de5\u5355\u575f\u573a\u201d\u2014\u2014\u90a3\u4e9b\u91cd\u8981\u4f46\u4e0d\u7d27\u6025\u3001\u6301\u7eed\u88ab\u5ef6\u671f\u7684\u6280\u672f\u503a\u52a1\uff1b\u4e8c\u662fAI\u5de5\u5177\u7684\u80fd\u529b\u65ad\u5c42\u2014\u2014\u5de5\u7a0b\u5e08\u62e5\u6709\u5f3a\u5927\u7684AI\u7f16\u7801\u5de5\u5177\uff0c\u800c\u9879\u76ee\u7ba1\u7406\u8005\u7b49\u975e\u6280\u672f\u6210\u5458\u5728\u5c06\u9700\u6c42\u8f6c\u5316\u4e3a\u4ee3\u7801\u7684\u94fe\u6761\u4e0a\u4f9d\u7136\u5b58\u5728\u5de8\u5927\u6c9f\u58d1\u3002Synlets\u8bd5\u56fe\u7528\u201c\u5206\u914d\u5de5\u5355\u7ed9AI\u201d\u8fd9\u4e00\u6781\u5176\u7b80\u5355\u7684\u52a8\u4f5c\u6765\u586b\u5e73\u8fd9\u9053\u6c9f\u58d1\uff0c\u5176\u7406\u60f3\u72b6\u6001\u662f\u8ba9\u4ea7\u54c1\u7ecf\u7406\u50cf\u5206\u914d\u4efb\u52a1\u7ed9\u4eba\u4e00\u6837\u5206\u914d\u4efb\u52a1\u7ed9AI\u3002\n <\/p>\n<p class=\"ai-content\">\n 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<\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cSynlets\u662f\u5728\u8d4c\u4e24\u4e2a\u672a\u6765\uff1a\u4e00\u662fAI\u5bf9\u4ee3\u7801\u5e93\u548c\u4e1a\u52a1\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u80fd\u529b\u5c06\u8db3\u591f\u5f3a\u5927\uff0c\u8db3\u4ee5\u80dc\u4efb\u201c\u521d\u7ea7\u5de5\u7a0b\u5e08\u201d\u7684\u89d2\u8272\uff1b\u4e8c\u662f\u8f6f\u4ef6\u5f00\u53d1\u6d41\u7a0b\u613f\u610f\u4e3a\u201cAI\u5458\u5de5\u201d\u8fd9\u4e00\u65b0\u89d2\u8272\u8fdb\u884c\u9002\u914d\u548c\u91cd\u6784\u3002\u5b83\u4e0d\u4ec5\u662f\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u4e2a\u5173\u4e8e\u7814\u53d1\u6d41\u7a0b\u81ea\u52a8\u5316\u7684\u6fc0\u8fdb\u63d0\u6848\u3002\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u201c\u5b8c\u5168\u81ea\u52a8\u5316\u201d\u4e0e\u201c\u4eba\u7c7b\u6709\u6548\u76d1\u7763\u201d\u4e4b\u95f4\u627e\u5230\u90a3\u4e2a\u5fae\u5999\u7684\u3001\u53ef\u843d\u5730\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\">Synlets<\/span>\n <\/div>\n<div class=\"comment-content\">Generate a ticket. Assign it to AI. Get a working PR. Synlets handles the full development cycle \u2014 from ticket creation to technical implementation. Like having an AI team member, not just a coding assistant<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Stas, that graveyard of tickets sitting in Jira that nobody has time to get to is painfully accurate. Was there a specific backlog you looked at one day and thought half of these could probably be done by AI, why are we still assigning them to engineers?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> im glad you can relate to that graveyard of tickets haha, it happened at every job I had in the last 10 years.<\/p>\n<p>And definitely there was a sprint I was working on, and upon reading each ticket I was like “but this is AI easy stuff to do, there is literally no need for me to spend too much time on it, its all minor items” but still had to sit and manually copy\/paste content from Jira into Claude. And must give credit to Anthropic it implemented it flawlessly as I suspected.<\/p>\n<p>I think a project manager just needs their own a “quick to implement engineer” to do those minor items.<\/p>\n<p>Another time when I began thinking of it, is when I saw massive backlog of security items from secops team, like improve password validation, improve cors on the backend, ensure this function is safe under X and Y conditions. Same idea here, all important “secops” stuff but also can be done by AI, I can just validate it and merge it, or even PM can check it on ephermal \/ dynamic environment to see if items been rectified and approve 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>Hey there \ud83d\udc4b<\/p>\n<p>I’m the solo-founder of Synlets, and I wanted to tackle a problem I’ve seen since i started my career in Software and especially after AI began reshaping our beloved software industry \ud83d\ude00.<\/p>\n<p>So 3 things kept bugging \ud83d\udc1b me:<\/p>\n<p>\ud83d\udd34 Backlogs that never shrink \u2014 Every team I’ve worked with has a graveyard of tickets sitting in Jira\/Asana\/Linear that nobody has time to get to.<\/p>\n<p>\ud83d\udd34 AI left non-technical people behind \u2014 Engineers got Copilot, Cursor, Claude Code… but project managers and non-technical founders? Still waiting. The dream is simple: describe what you want, get it shipped. Instead, it’s still “manually make a ticket, chat with engineers, try to fit it into the sprint, watch it get deprioritized, repeat.” And even when tickets do get made, they’re often missing codebase context, infrastructure details, and technical nuance \u2014 so engineers spend half their time just figuring out what was actually meant. This process I have seen countless times….<\/p>\n<p>\ud83d\udd34 Engineers still get the boring stuff \u2014 engineers still spend time on routine tickets that really don’t need them. There are even reels on insta\/tik-tok when engineers get a ticket, they simply dump the request into AI and make a pull request immediately \ud83d\ude00. Meaning a lot of the times easy\/mid level tasks don’t even need an actual engineer they can just be made by AI agent and then be assessed. <\/p>\n<p>So I’ve built Synlets \u2014where you can assign a ticket to AI agent, get a working PR back. It handles implementation, runs code review against your team’s standards, and fixes issues automatically. PMs can assign work to AI the same way they assign it to an engineer. No IDE, no terminal, no prompting. <\/p>\n<p>The goal isn’t to replace engineers. The goal is to delegate easy\/mid level tasks to AI agents that realistically don’t require an engineer to implement it. We are trying to free engineering time for hard problems while AI handles the rest \ud83d\ude80<\/p>\n<p>Would love \u2764\ufe0f to hear what you think \u2014 happy to answer any questions!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\/@stasbuilder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@stasbuilder<\/a> Cool approach to automating dev workflows! Different space from what I’m building (financial tools for creators), but the “free up time for high-value work” philosophy resonates. Good luck with the launch! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846 --><\/p>\n<div id=\"imageModal\" class=\"modal\">\n <span class=\"close\">×<\/span><br \/>\n <img class=\"modal-content\" id=\"modalImage\">\n<\/div>\n<p><script>\n \/\/ \u83b7\u53d6\u6a21\u6001\u6846\u5143\u7d20\n const modal = document.getElementById(\"imageModal\");\n const modalImg = document.getElementById(\"modalImage\");\n const closeBtn = document.getElementsByClassName(\"close\")[0];<\/p>\n<p> \/\/ \u68c0\u6d4b\u662f\u5426\u4e3a\u79fb\u52a8\u8bbe\u5907\n const isMobile = \/iPhone|iPad|iPod|Android\/i.test(navigator.userAgent);<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4f18\u5316\n function 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