{"id":95,"date":"2026-01-07T10:35:10","date_gmt":"2026-01-07T02:35:10","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/01\/07\/2026-01-06\/"},"modified":"2026-01-07T10:35:10","modified_gmt":"2026-01-07T02:35:10","slug":"2026-01-06","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/01\/07\/2026-01-06\/","title":{"rendered":"PH\u70ed\u699c | 2026-01-06"},"content":{"rendered":"


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\n Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-01-06<\/title><\/p>\n<style>\n \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n :root {\n --ph-orange: #FF6154;\n --text-main: #21293C;\n --text-secondary: #4B587C;\n --bg-ai: #F7F7F9;\n --border-color: #E6E6E6;\n }<\/p>\n<p> body {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n color: var(--text-main);\n background-color: #ffffff;\n line-height: 1.6;\n margin: 0;\n padding: 20px;\n }<\/p>\n<p> .container {\n max-width: 800px;\n margin: 0 auto;\n }<\/p>\n<p> \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n .app-card {\n border-bottom: 1px solid var(--border-color);\n padding-bottom: 40px;\n margin-bottom: 40px;\n }<\/p>\n<p> \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n .app-header {\n display: flex;\n align-items: flex-start;\n gap: 16px;\n margin-bottom: 20px;\n }<\/p>\n<p> .rank {\n font-size: 24px;\n font-weight: 300;\n color: #999;\n min-width: 30px;\n padding-top: 4px;\n }<\/p>\n<p> .title-group {\n flex: 1;\n }<\/p>\n<p> .app-title {\n font-size: 24px;\n font-weight: 800;\n margin: 0 0 4px 0;\n color: var(--text-main);\n text-decoration: none;\n display: inline-block;\n }<\/p>\n<p> .app-title:hover {\n color: var(--ph-orange);\n text-decoration: underline;\n }<\/p>\n<p> .vote-btn {\n display: flex;\n flex-direction: column;\n align-items: center;\n justify-content: center;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 8px 12px;\n background: #fff;\n min-width: 60px;\n box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n }<\/p>\n<p> .vote-arrow {\n color: var(--ph-orange);\n font-size: 14px;\n margin-bottom: -2px;\n }<\/p>\n<p> .vote-count {\n font-weight: 600;\n font-size: 14px;\n }<\/p>\n<p> \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n .media-gallery {\n display: flex;\n gap: 16px;\n overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n margin-bottom: 20px;<\/p>\n<p> \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n scrollbar-width: thin;\n scrollbar-color: #ddd transparent;\n }<\/p>\n<p> \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n .media-gallery::-webkit-scrollbar {\n height: 6px;\n }\n .media-gallery::-webkit-scrollbar-track {\n background: transparent;\n }\n .media-gallery::-webkit-scrollbar-thumb {\n background-color: #eee;\n border-radius: 10px;\n }<\/p>\n<p> .media-item-wrapper {\n flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n width: 80%; \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p> position: relative;\n border-radius: 12px;\n overflow: hidden;\n border: 1px solid rgba(0,0,0,0.08);\n background-color: #f5f5f5;\n scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n }<\/p>\n<p> .media-content {\n width: 100%;\n height: 100%;\n object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n display: block;\n cursor: pointer;\n }<\/p>\n<p> \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n video.media-content {\n background-color: #000;\n cursor: pointer;\n }<\/p>\n<p> \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n .media-gallery.single-item .media-item-wrapper {\n width: 100%;\n max-width: 100%;\n }<\/p>\n<p> \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n .one-liner {\n font-size: 18px;\n color: var(--text-secondary);\n margin-bottom: 12px;\n font-weight: 500;\n }<\/p>\n<p> .tags-container {\n display: flex;\n flex-wrap: wrap;\n gap: 8px;\n margin-bottom: 24px;\n }<\/p>\n<p> .tag {\n font-size: 12px;\n color: var(--text-secondary);\n background-color: #F2F2F2;\n padding: 4px 10px;\n border-radius: 20px;\n font-weight: 600;\n text-transform: uppercase;\n }<\/p>\n<p> \/* --- 4. AI \u6458\u8981\u533a --- *\/\n .ai-section {\n background-color: var(--bg-ai);\n border-radius: 12px;\n padding: 20px;\n margin-bottom: 20px;\n border-left: 4px solid var(--ph-orange);\n }<\/p>\n<p> .ai-title {\n font-size: 14px;\n font-weight: 700;\n color: var(--text-main);\n margin: 0 0 12px 0;\n display: flex;\n align-items: center;\n gap: 6px;\n }<\/p>\n<p> .ai-content {\n font-size: 15px;\n color: #333;\n margin-bottom: 0;\n line-height: 1.7;\n }<\/p>\n<p> \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n .reviews-section {\n margin-top: 10px;\n }<\/p>\n<p> .review-item {\n display: flex;\n gap: 10px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .review-avatar {\n font-size: 18px;\n margin-top: 2px;\n min-width: 24px;\n }<\/p>\n<p> .review-bubble {\n background: #fff;\n border: 1px solid var(--border-color);\n padding: 8px 12px;\n border-radius: 0 12px 12px 12px;\n color: var(--text-secondary);\n line-height: 1.5;\n }<\/p>\n<p> .review-author {\n font-weight: 700;\n color: var(--text-main);\n margin-right: 4px;\n font-style: normal;\n }<\/p>\n<p> .comments-section {\n margin-top: 30px;\n border-top: 1px solid var(--border-color);\n padding-top: 20px;\n }<\/p>\n<p> .comments-toggle {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 12px 20px;\n cursor: pointer;\n display: flex;\n justify-content: space-between;\n align-items: center;\n width: 100%;\n font-size: 14px;\n font-weight: 600;\n color: var(--text-main);\n transition: all 0.3s ease;\n }<\/p>\n<p> .comments-toggle:hover {\n background-color: #e9ecef;\n }<\/p>\n<p> .comments-toggle .toggle-arrow {\n font-size: 18px;\n transition: transform 0.3s ease;\n }<\/p>\n<p> .comments-toggle.open .toggle-arrow {\n transform: rotate(180deg);\n }<\/p>\n<p> .comments-container {\n max-height: 0;\n overflow: hidden;\n transition: max-height 0.5s ease;\n margin-top: 15px;\n }<\/p>\n<p> .comments-container.open {\n max-height: 800px;\n overflow: auto;\n }<\/p>\n<p> .comment-item {\n background-color: #fff;\n border: 1px solid var(--border-color);\n border-radius: 8px;\n padding: 16px;\n margin-bottom: 12px;\n font-size: 14px;\n }<\/p>\n<p> .comment-header {\n display: flex;\n justify-content: space-between;\n align-items: flex-start;\n margin-bottom: 8px;\n }<\/p>\n<p> .comment-author {\n font-weight: 600;\n color: var(--text-main);\n margin-right: 8px;\n }<\/p>\n<p> .comment-content {\n color: var(--text-secondary);\n line-height: 1.5;\n margin-bottom: 10px;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> .comment-content p {\n margin: 0;\n word-break: break-word;\n word-wrap: break-word;\n overflow-wrap: anywhere;\n white-space: normal;\n }<\/p>\n<p> \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n .emoji {\n display: inline;\n max-width: 15px;\n overflow-wrap: normal;\n }<\/p>\n<p> .comment-actions {\n display: flex;\n align-items: center;\n gap: 16px;\n font-size: 12px;\n color: var(--text-secondary);\n }<\/p>\n<p> .comment-vote {\n display: flex;\n align-items: center;\n gap: 4px;\n cursor: pointer;\n }<\/p>\n<p> .comment-replies {\n margin-top: 12px;\n margin-left: 20px;\n padding-left: 12px;\n border-left: 2px solid var(--border-color);\n }<\/p>\n<p> .reply-item {\n background-color: #f8f9fa;\n border: 1px solid var(--border-color);\n border-radius: 6px;\n padding: 12px;\n margin-bottom: 8px;\n font-size: 13px;\n }<\/p>\n<p> .reply-content {\n color: var(--text-secondary);\n line-height: 1.4;\n margin-bottom: 6px;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }<\/p>\n<p> \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n .modal {\n display: none;\n position: fixed;\n z-index: 1000;\n left: 0;\n top: 0;\n width: 100%;\n height: 100%;\n background-color: rgba(0, 0, 0, 0.9);\n overflow: auto;\n transition: opacity 0.3s ease;\n }<\/p>\n<p> .modal-content {\n display: block;\n max-width: 90%;\n max-height: 90vh;\n margin: 5vh auto;\n object-fit: contain;\n animation: zoom 0.3s;\n }<\/p>\n<p> @keyframes zoom {\n from {transform: scale(0.8); opacity: 0;}\n to {transform: scale(1); opacity: 1;}\n }<\/p>\n<p> .close {\n position: absolute;\n top: 20px;\n right: 35px;\n color: #fff;\n font-size: 40px;\n font-weight: bold;\n transition: 0.3s;\n cursor: pointer;\n \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n padding: 10px;\n line-height: 1;\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> .close:hover,\n .close:focus {\n color: #bbb;\n text-decoration: none;\n }<\/p>\n<p> \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n .video-overlay {\n position: absolute;\n top: 0;\n left: 0;\n width: 100%;\n height: 100%;\n display: flex;\n align-items: center;\n justify-content: center;\n background-color: rgba(0, 0, 0, 0.2);\n opacity: 0;\n transition: opacity 0.3s ease;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n touch-action: manipulation;\n cursor: pointer;\n }<\/p>\n<p> .media-item-wrapper:hover .video-overlay {\n opacity: 1;\n }<\/p>\n<p> \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n .media-item-wrapper:active .video-overlay {\n opacity: 0.8;\n }<\/p>\n<p> .play-icon {\n width: 80px;\n height: 80px;\n background-color: rgba(255, 255, 255, 0.9);\n border-radius: 50%;\n display: flex;\n align-items: center;\n justify-content: center;\n color: var(--ph-orange);\n font-size: 24px;\n font-weight: bold;\n \/* \u89e6\u63a7\u4f18\u5316 *\/\n user-select: none;\n -webkit-user-select: none;\n }<\/p>\n<p> \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n @media (min-width: 600px) {\n .media-item-wrapper {\n width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n }\n }<\/p>\n<p> \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n @media (max-width: 599px) {\n \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n .modal-content {\n max-width: 95%;\n max-height: 85vh;\n margin: 10vh auto;\n }<\/p>\n<p> .close {\n top: 10px;\n right: 20px;\n font-size: 30px;\n \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n padding: 15px;\n }<\/p>\n<p> \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n .play-icon {\n width: 60px;\n height: 60px;\n font-size: 18px;\n }<\/p>\n<p> \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n .media-content {\n object-fit: cover;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-01-06<\/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\/RPG4RM7Y3WGLGZ\" class=\"app-title\">Canary<\/a><\/p>\n<div class=\"one-liner\">Learn languages with music, practice with people<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">291<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Canary\u662f\u4e00\u6b3e\u901a\u8fc7\u97f3\u4e50\u5b66\u4e60\u8bed\u8a00\u7684\u5e94\u7528\uff0c\u7528\u6237\u53ef\u5728\u542c\u6b4c\u65f6\u67e5\u770b\u5b9e\u65f6\u7ffb\u8bd1\u3001\u4fdd\u5b58\u751f\u8bcd\u3001\u8ddf\u5531\u5361\u62c9OK\u5e76\u53c2\u4e0e\u6b4c\u66f2\u6d4b\u9a8c\uff0c\u5728\u5a31\u4e50\u573a\u666f\u4e2d\u89e3\u51b3\u4e86\u4f20\u7edf\u8bed\u8a00\u5b66\u4e60\u67af\u71e5\u3001\u96be\u4ee5\u575a\u6301\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\/a2575f69-9e4a-4305-94aa-66ad6d7e4201.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eca5def2-4a45-4a55-bef8-4071e016dff2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bf492b36-3daa-482b-8e97-477f3bc8f5b4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b7ce191a-748d-4529-9d0d-6be53c2acdf6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a918aa50-e527-484b-ab97-af9f14759e47.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/469e8199-2e7c-4815-9a1d-9ec41811a3ff.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/09688bd8-57c0-4662-8132-fa066015cdc7.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/f5117344-332d-42e4-8ffb-98f0b4b1dcf0.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/S37JuwYUKFA\"><source src=\"https:\/\/youtu.be\/S37JuwYUKFA\" 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\">Music<\/span><br \/>\n <span class=\"tag\">Languages<\/span><br \/>\n <span class=\"tag\">Online Learning<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u97f3\u4e50\u6559\u80b2<\/span><br \/>\n <span class=\"tag\">\u5361\u62c9OK\u8ddf\u8bfb<\/span><br \/>\n <span class=\"tag\">\u8bcd\u6c47\u8bb0\u5fc6<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u8da3\u5473\u5b66\u4e60<\/span><br \/>\n <span class=\"tag\">\u53d1\u97f3\u7ec3\u4e60<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u9a71\u52a8<\/span><br \/>\n <span class=\"tag\">MVP\u9636\u6bb5<\/span><br \/>\n <span class=\"tag\">YouTube\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\u201c\u901a\u8fc7\u97f3\u4e50\u5b66\u4e60\u201d\u7684\u7406\u5ff5\uff0c\u8ba4\u4e3a\u5176\u6709\u8da3\u4e14\u5229\u4e8e\u8bb0\u5fc6\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1. \u6b4c\u66f2\u7248\u6743\u4e0e\u96c6\u6210\u65b9\u5f0f\uff08\u73b0\u4f9d\u8d56YouTube\uff09\uff1b2. \u6b4c\u8bcd\u8bed\u6cd5\u53ef\u80fd\u4e0d\u6807\u51c6\uff08\u56e2\u961f\u56de\u5e94\u97f3\u4e50\u4e3b\u8981\u7528\u4e8e\u8bb0\u5fc6\u548c\u52a8\u673a\u5c42\uff09\uff1b3. \u5e0c\u671b\u589e\u52a0AI\u53d1\u97f3\u8bc4\u5206\u3001\u8bed\u6cd5\u53cd\u9988\u53ca\u66f4\u4e30\u5bcc\u7684\u6e38\u620f\u5316\u529f\u80fd\uff1b4. \u5173\u6ce8\u652f\u6301\u7684\u8bed\u8a00\u8303\u56f4\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 Canary\u6355\u6349\u5230\u4e86\u4e00\u4e2a\u654f\u9510\u7684\u6d1e\u5bdf\uff1a\u5c06\u9ad8\u9891\u7684\u5a31\u4e50\u884c\u4e3a\uff08\u542c\u6b4c\uff09\u4e0e\u4f4e\u9891\u7684\u6280\u80fd\u5b66\u4e60\uff08\u8bed\u8a00\uff09\u8fdb\u884c\u7ed1\u5b9a\uff0c\u8bd5\u56fe\u7528\u201c\u8033\u866b\u6548\u5e94\u201d\u548c\u60c5\u611f\u5171\u9e23\u6765\u5bf9\u6297\u5b66\u4e60\u60f0\u6027\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u8bed\u8a00\u6559\u5b66\u7684\u7cfb\u7edf\u6027\u4e0a\u4e0e\u4f20\u7edf\u5e94\u7528\uff08\u5982Duolingo\uff09\u7ade\u4e89\uff0c\u800c\u5728\u4e8e\u5145\u5f53\u4e00\u4e2a\u9ad8\u6548\u7684\u201c\u5174\u8da3\u542f\u52a8\u5668\u201d\u548c\u201c\u6c89\u6d78\u5f0f\u8bed\u611f\u57f9\u517b\u76bf\u201d\u3002\u5b83\u7528\u5361\u62c9OK\u548c\u793e\u4ea4\u529f\u80fd\u5de7\u5999\u89e3\u51b3\u4e86\u201c\u5f00\u53e3\u96be\u201d\u7684\u6838\u5fc3\u969c\u788d\uff0c\u5c06\u67af\u71e5\u7684\u8ddf\u8bfb\u8f6c\u5316\u4e3a\u6709\u60c5\u611f\u8f7d\u4f53\u7684\u6a21\u4eff\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\u4ea7\u54c1\u903b\u8f91\u5b58\u5728\u5185\u5728\u77db\u76fe\uff1a\u6b4c\u8bcd\u4f5c\u4e3a\u8bed\u8a00\u6750\u6599\uff0c\u5176\u8bed\u6cd5\u3001\u7528\u8bcd\u5e38\u5177\u827a\u672f\u5316\u53d8\u5f62\uff0c\u8fd9\u4e0e\u8bed\u8a00\u5b66\u4e60\u521d\u671f\u9700\u8981\u7684\u89c4\u8303\u8f93\u5165\u76f8\u6096\u3002\u56e2\u961f\u79f0\u5176\u4e3b\u6253\u201c\u8bb0\u5fc6\u548c\u52a8\u673a\u5c42\u201d\uff0c\u8fd9\u56fa\u7136\u662f\u5de7\u5999\u7684\u5b9a\u4f4d\uff0c\u4f46\u4e5f\u53ef\u80fd\u6210\u4e3a\u5b66\u4e60\u8005\u8fdb\u9636\u7684\u74f6\u9888\u3002\u5176\u6b21\uff0c\u5546\u4e1a\u6a21\u5f0f\u60ac\u4e8e\u7248\u6743\u4e4b\u4e0a\uff0c\u4f9d\u8d56YouTube API\u867d\u5728MVP\u9636\u6bb5\u662f\u660e\u667a\u7684\u8f7b\u8d44\u4ea7\u7b56\u7565\uff0c\u4f46\u8fd9\u4e5f\u5c06\u4ea7\u54c1\u7684\u6838\u5fc3\u4f53\u9a8c\uff08\u6b4c\u66f2\u5e93\u7684\u4e30\u5bcc\u5ea6\u3001\u64ad\u653e\u7a33\u5b9a\u6027\uff09\u62f1\u624b\u8ba9\u4e8e\u7b2c\u4e09\u65b9\u5e73\u53f0\uff0c\u5b58\u5728\u957f\u671f\u98ce\u9669\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u7528\u6237\u5df2\u4e0d\u6ee1\u8db3\u4e8e\u7b80\u5355\u7684\u8ddf\u5531\u548c\u8bcd\u6c47\u5217\u8868\uff0c\u5bf9AI\u7cbe\u7ec6\u5316\u53cd\u9988\uff08\u53d1\u97f3\u3001\u8bed\u6cd5\uff09\u7684\u671f\u5f85\uff0c\u9884\u793a\u7740\u4ea7\u54c1\u5fc5\u987b\u5728\u201c\u8da3\u5473\u6027\u201d\u4e4b\u5916\uff0c\u5c3d\u5feb\u6784\u5efa\u66f4\u6df1\u5ea6\u7684\u5b66\u4e60\u5de5\u5177\u4ef7\u503c\uff0c\u5426\u5219\u6050\u6709\u6ca6\u4e3a\u201c\u4e00\u65f6\u65b0\u9c9c\u201d\u73a9\u7269\u7684\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cCanary\u662f\u4e00\u6b21\u51fa\u8272\u7684\u5e02\u573a\u5207\u5165\uff0c\u5b83\u7528\u6781\u4f4e\u7684\u60c5\u7eea\u6210\u672c\u64ac\u52a8\u4e86\u5b66\u4e60\u884c\u4e3a\u3002\u4f46\u5176\u80fd\u5426\u4ece\u201c\u6709\u8da3\u7684\u529f\u80fd\u201d\u6210\u957f\u4e3a\u201c\u6709\u6548\u7684\u5b66\u4e60\u4ea7\u54c1\u201d\uff0c\u53d6\u51b3\u4e8e\u5b83\u5982\u4f55\u5e73\u8861\u5a31\u4e50\u4e0e\u6559\u80b2\u7684\u6743\u91cd\uff0c\u5e76\u5728\u7248\u6743\u5408\u89c4\u7684\u524d\u63d0\u4e0b\uff0c\u6784\u5efa\u66f4\u53ef\u63a7\u3001\u66f4\u6df1\u5ea6\u3001\u66f4\u5177\u6559\u5b66\u903b\u8f91\u7684\u5185\u5bb9\u4e0e\u670d\u52a1\u5c42\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\">Canary<\/span>\n <\/div>\n<div class=\"comment-content\">Canary is a language learning app powered by music. Pick a song, see real-time translations, save words to your vocabulary list, sing karaoke to practice pronunciation, take quizzes on songs, and practice with others!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH Family! \ud83d\udc4b<\/p>\n<p>I\u2019m Ben, and Canary started almost by accident.<\/p>\n<p>After a small exit, I decided to do some content creation ( reached 800k+ followers mostly because of my French accent \ud83e\udee0) <\/p>\n<p>Six months ago, I posted a simple video of me singing in French with English translations. Nothing fancy, just lyrics and subtitles. The response was incredible. Engagement was super high. <\/p>\n<p>I launched a separate page dedicated to this idea, and it grew to 100k followers in just 5 months.<br \/>That\u2019s when I realized people love learning languages through the songs they already love.<\/p>\n<p>That\u2019s why I am building Canary.<\/p>\n<p>With this beta version you can:<\/p>\n<p>\ud83d\udc25 Pick a song and see real-time translations<br \/>\ud83d\udc25 Save words to your personal vocabulary list<br \/>\ud83d\udc25 Sing karaoke to practice pronunciation<br \/>\ud83d\udc25 Take quizzes on songs<br \/>\ud83d\udc25 Connect with others who are learning the same way <\/p>\n<p>It\u2019s still in the early MVP stages, but I would love to get your input on it.<\/p>\n<p>And of course, any feedback or ideas for cool features you\u2019d want to see would be incredibly valuable! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>22<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bengue_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengue_z<\/a> Hi Ben, can I import songs, and please, do not score me on the pitch \ud83d\ude02<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bengue_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengue_z<\/a> This is such a smart way to learn languages. Music sticks in your head way longer than flashcards ever do. Real-time lyrics + karaoke feels like learning without realizing you\u2019re studying \ud83d\udc4f<\/p>\n<p>Curious \u2014 which languages are you seeing the strongest engagement for so far?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@bengue_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengue_z<\/a> Love the origin story here. Starting from a simple singing video and turning it into a product feels very \u201cinternet-native.\u201d<\/p>\n<p>The karaoke + vocab saving combo is \ud83d\udd25 \u2014 excited to see how this evolves beyond MVP.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is such a fun way to learn! Textbooks are boring, but lyrics stick. My biggest question with music apps is always licensing. Does Canary integrate with my existing Spotify\/Apple Music account to play the tracks, or do you handle the licensing directly within the app?<\/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\/@liusally4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@liusally4<\/a> We don\u2019t host or distribute music; we rely on official YouTube videos and build the learning experience around them. Licensing is something we\u2019re being very intentional about as we scale.<\/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>Hey Ben, I was once “warned” that we should be very careful to learn languages from songs (because lyrics can have a different\/wrong sentence structure etc.) \u2013 how do you prevent this? \ud83d\ude42<\/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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> That\u2019s true, you won\u2019t learn 100% \u201cperfect\u201d grammar only from songs, and we\u2019re not trying to turn lyrics into a grammar textbook.<\/p>\n<p>We use music mainly as a memory and motivation layer: people remember words, expressions, and rhythms much better through songs than through lessons.<\/p>\n<p>What most learners tell me they\u2019re missing is pronunciation and confidence in speaking. The karaoke feature lets you actually practice saying the words out loud, not just recognizing them on a screen.<\/p>\n<p>And we\u2019re building a social layer on top of that, so native speakers can comment, correct, and help when something sounds off or isn\u2019t natural.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> I\u2019ve heard the same warning too.<br \/>Not only can sentence structure be a bit \u201ccreative\u201d in lyrics, but the stress and intonation can also be misleading when you try to map them directly to everyday speech.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Canary frontend developer here \ud83d\udc4b\ud83c\udffb<\/p>\n<\/p>\n<p>I\u2019ll be honest – when I first joined the team as a developer, I didn\u2019t fully understand this product. I was there to do the work.<\/p>\n<p>Over time, though, it grew on me. My wife immediately connected with the idea though, saying how she could easily learn anything through music – and that\u2019s when it clicked for me too.<\/p>\n<p>I\u2019ve always wanted to learn Spanish, and through Canary I\u2019ve already picked up real words and phrases just by engaging with songs I actually enjoy.<\/p>\n<p>That being said, I think Canary makes language learning fit into something people already do every day: listening to music. <\/p>\n<p>I’m excited to see how Canary evolves<\/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\/@samuel_kings\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@samuel_kings<\/a> love to have you on board Samuel! <\/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>Music was how I picked up half my Spanish (shoutout to old Shakira). Real-time lyrics + quizzes sounds fun. Curious how you handle song rights and accents in karaoke? I\u2019ll give the beta a spin tonight. Could be great for my rusty French.<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> hahah Love that yes Shakira is the best Spanish teacher. <\/p>\n<p>On rights: we don\u2019t host or distribute music files. We rely on YouTube videos for playback and build the learning experience (lyrics, quizzes, karaoke) around that, so we\u2019re careful with licensing.<\/p>\n<p>On accents: karaoke is currently about active practice, singing, recording yourself, and mimicking native cadence. We don\u2019t score accents with AI yet, but pronunciation feedback is on our roadmap.<\/p>\n<p>Hope you enjoy the beta! Let me know if you have any feedback!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The karaoke feature is a genius hook. Singing forces you to mimic the native cadence. \ud83c\udfa4 Regarding the pronunciation practice: does the app just play the lyrics, or is there an AI scoring layer that listens to my voice and tells me if my accent is off?<\/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\/@yoang_loo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yoang_loo<\/a> Yesss that\u2019s exactly how I see it, it\u2019s way more fun to work on pronunciation by singing than by just repeating sentences.<\/p>\n<p>And good call yes AI feedback is definitely on our roadmap. It\u2019s a bit more challenging with singing recordings, but not impossible.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very cool <a href=\"https:\/\/www.producthunt.com\/@bengue_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengue_z<\/a> . I am hoping to become fluent in Spanish this year and also play guitar and love music, so this seems like a great and super fun way to learn. I am going to sign up today. Will let you know my thoughts! =). <\/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\/@johnston\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@johnston<\/a> please do! And I also want to learn spanish this year haha<\/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>Love the concept! Singing has really helped my English and Cantonese, but I found traditional French learning a bit too serious. This cute app is exactly what I needed!<\/p>\n<\/p>\n<p>Just gave it a try\u2014French songs are tough (I’m still stuck on ‘H\u00e9l\u00e8ne’ haha \ud83e\udd23), but the karaoke mode with subtitles is super fun. Can’t wait to master a song and record a video!<\/p>\n<\/p>\n<p><strong>One small piece of feedback:<\/strong> The pronunciation for individual words doesn’t sound fully native yet. I noticed this specifically with <strong>‘r\u00eave’<\/strong> and <strong>‘histoire’<\/strong>. Hope this helps!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/40a6c711-9717-46df-b6b8-2eec8a476124.jpeg?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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@iwineday\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iwineday<\/a> thank you so much for the feedback! That’s what I need! We will work on working on those pronunciation<\/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>Do you also offer some sort of gamification in the process of learning!<\/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\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> Yes, but it\u2019s something we need to do better.<\/p>\n<p>Right now we have <strong>daily and weekly leaderboards<\/strong> based on song quizzes, plus <strong>badges for milestones<\/strong>. It’s cool, but we know it needs to be more fun and engaging, and that\u2019s something I want to focus on!<\/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>That’s a really great idea <a href=\"https:\/\/www.producthunt.com\/@bengue_z\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"bengue_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bengue_z<\/a>. I always thought learning another language the traditional way with textbooks was so boring. I honestly learned english through music + watching tv series with subtitles. I was wondering what is your source for the tunes? Is it pulling it from something like a Spotify API or others? Congrats on the product!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@alexandr_cizek\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexandr_cizek<\/a> thank you! And yes we are using Youtube Api!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Most language apps assume motivation comes from streaks or goals, but music already carries context, repetition, and feeling, which is usually how phrases actually stick in real life.<\/p>\n<p>Great product team!<\/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\/@frank_li13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@frank_li13<\/a> Thank you Frank! Appreciate it<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Sounds super cool and unique! I need to learn German this year, so bookmarking this one for sure =)<\/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\/@oleg_sobolev\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@oleg_sobolev<\/a> haha lucky you German is one of the 5 languages we started with!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like that this didn\u2019t start as a startup idea, but as something people genuinely enjoyed. Those usually turn into the best products.<\/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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thanks Abdul – yes hopefully it will turn into something people love using ! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>can you import any song from YouTube or is there a limited selection? Also, will the app eventually give feedback on grammar in addition to pronunciation?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@haiqa_irfan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@haiqa_irfan<\/a> You can search any song on YouTube and import it directly in the app \ud83d\ude42<\/p>\n<p>For feedback: today we focus mainly on pronunciation through karaoke and repetition. Grammar feedback is on the roadmap tho!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 concept. Using the ‘earworm’ effect for language retention is a brilliant niche. Do you use AI to categorize the lyrics by difficulty levels (A1-C2), or is the content manually curated?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/PH6ORNIXA2JQUH\" class=\"app-title\"> Instruct 2.5<\/a><\/p>\n<div class=\"one-liner\">Connect apps, describe the job, then automate your work<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">280<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Instruct 2.5\u662f\u4e00\u6b3e\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4efb\u52a1\uff0c\u5373\u53ef\u5b9e\u65f6\u89c2\u5bdf\u5e76\u6307\u5bfcAI\u4ee3\u7406\u8de8\u5e94\u7528\uff08\u5982Salesforce\u3001Slack\uff09\u81ea\u52a8\u6267\u884c\uff0c\u6700\u7ec8\u4e00\u952e\u4fdd\u5b58\u4e3a\u53ef\u91cd\u590d\u5de5\u4f5c\u6d41\u7684\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4f4e\u4ee3\u7801\/\u65e0\u4ee3\u7801\u5e73\u53f0\u914d\u7f6e\u590d\u6742\u3001\u8c03\u8bd5\u4e0d\u76f4\u89c2\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\/0ef8235f-0834-46b0-aac6-f40fd85ae2b2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/32a9fad3-b1f1-4931-9e42-b7929fff459a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/89ea0f0f-e637-4941-ba66-c7eedbd032da.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\/71aeec33-db83-460e-af02-51b91de261ed.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=q5BamiHMFLA\"><source src=\"https:\/\/www.youtube.com\/watch?v=q5BamiHMFLA\" 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\">\u81ea\u4e3bAI\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4f01\u4e1a\u7ea7RPA<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u7f16\u7a0b<\/span><br \/>\n <span class=\"tag\">\u6267\u884c\u4f18\u5148<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8fed\u4ee3<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">SaaS\u8fde\u63a5\u5668<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u529e\u516c<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u201c\u6267\u884c\u4f18\u5148\u201d\u7406\u5ff5\u548c\u76f4\u89c2\u7684\u5b9e\u65f6\u64cd\u4f5c\u754c\u9762\uff0c\u8ba4\u4e3a\u5b83\u6bd4n8n\u3001Make\u7b49\u8282\u70b9\u5f0f\u5de5\u5177\u66f4\u8d34\u8fd1\u4eba\u7c7b\u601d\u7ef4\u3002\u6838\u5fc3\u53cd\u9988\u662f\u89e3\u51b3\u4e86\u4f20\u7edf\u81ea\u52a8\u5316\u5de5\u5177\u7684\u590d\u6742\u6027\u548c\u62bd\u8c61\u6027\u95ee\u9898\u3002\u4e3b\u8981\u5efa\u8bae\/\u95ee\u9898\u6d89\u53ca\u5bf9\u590d\u6742\u7cfb\u7edf\u6743\u9650\uff08\u5982Salesforce\uff09\u7684\u652f\u6301\u80fd\u529b\uff0c\u4ee5\u53ca\u671f\u5f85\u66f4\u591a\u5177\u4f53\u5e94\u7528\u573a\u666f\u6848\u4f8b\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 Instruct 2.5\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u7248\u672c\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662f\u5bf9\u5f53\u524d\u201c\u81ea\u52a8\u5316\u201d\u8303\u5f0f\u7684\u4e00\u6b21\u6fc0\u8fdb\u4fee\u6b63\u3002\u5b83\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u4f20\u7edf\u4f4e\u4ee3\u7801\/\u65e0\u4ee3\u7801\u5e73\u53f0\uff08\u5982n8n\u3001Make\uff09\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\uff1a\u7528\u6237\u88ab\u8feb\u5728\u62bd\u8c61\u7684\u6d41\u7a0b\u56fe\u754c\u9762\u4e2d\u8fdb\u884c\u201c\u7cfb\u7edf\u5de5\u7a0b\u8bbe\u8ba1\u201d\uff0c\u5374\u65e0\u6cd5\u5728\u6784\u5efa\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u5373\u65f6\u3001\u53ef\u89c6\u5316\u7684\u53cd\u9988\u3002\u8fd9\u79cd\u201c\u6784\u5efa-\u731c\u6d4b-\u8c03\u8bd5\u201d\u7684\u5faa\u73af\uff0c\u5c06\u5927\u91cf\u975e\u6280\u672f\u7528\u6237\u62d2\u4e4b\u95e8\u5916\u3002\n <\/p>\n<p class=\"ai-content\">\n Instruct 2.5\u63d0\u51fa\u7684\u201c\u6267\u884c\u4f18\u5148\uff0c\u81ea\u52a8\u5316\u5176\u6b21\u201d\u54f2\u5b66\uff0c\u672c\u8d28\u4e0a\u662f\u5c06AI\u4ee3\u7406\u4ece\u201c\u6267\u884c\u5f15\u64ce\u201d\u63d0\u5347\u4e3a\u201c\u4ea4\u4e92\u5f0f\u534f\u4f5c\u8005\u201d\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e0b\u8fbe\u6307\u4ee4\uff0c\u5e76\u50cf\u76d1\u7763\u5b9e\u4e60\u751f\u4e00\u6837\u89c2\u770b\u5176\u9010\u6b65\u64cd\u4f5c\uff0c\u5728\u51fa\u73b0\u504f\u5dee\u65f6\u5b9e\u65f6\u4ecb\u5165\u7ea0\u6b63\u3002\u8fd9\u79cd\u201c\u6240\u89c1\u5373\u6240\u5f97\u201d\u7684\u4ea4\u4e92\u6a21\u5f0f\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u8ba4\u77e5\u8d1f\u8377\u548c\u5fc3\u7406\u95e8\u69db\uff0c\u5c06\u81ea\u52a8\u5316\u4ece\u201c\u5de5\u7a0b\u9879\u76ee\u201d\u8f6c\u53d8\u4e3a\u201c\u5bf9\u8bdd\u8fc7\u7a0b\u201d\u3002\u5176\u201c\u4fdd\u5b58\u4e3a\u5de5\u4f5c\u6d41\u201d\u7684\u4e00\u952e\u8f6c\u6362\uff0c\u5219\u5de7\u5999\u5730\u5c06\u4e00\u6b21\u6027\u7684\u3001\u63a2\u7d22\u6027\u7684\u4ee3\u7406\u4efb\u52a1\uff0c\u6c89\u6dc0\u4e3a\u7ed3\u6784\u5316\u7684\u3001\u53ef\u91cd\u590d\u7684\u8d44\u4ea7\uff0c\u5b8c\u6210\u4e86\u4ece\u7075\u611f\u5230\u751f\u4ea7\u7684\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u89c4\u6a21\u5316\u4e0e\u53ef\u9760\u6027\u3002\u5b9e\u65f6\u5c4f\u5e55\u64cd\u4f5c\uff08\u6216\u57fa\u4e8eAPI\u7684\u6a21\u62df\uff09\u5728\u6f14\u793a\u4e2d\u4ee4\u4eba\u60ca\u8273\uff0c\u4f46\u5728\u5904\u7406\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u590d\u6742\u72b6\u6001\u3001\u5f02\u5e38\u5f39\u7a97\u548c\u6743\u9650\u8ff7\u5bab\u65f6\uff0c\u5176\u9c81\u68d2\u6027\u5c1a\u5f85\u8003\u9a8c\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201cSalesforce messy perms\u201d\u7684\u62c5\u5fe7\u6b63\u662f\u6b64\u70b9\u3002\u6b64\u5916\uff0c\u5c06\u975e\u7ed3\u6784\u5316\u7684\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u53ef\u9760\u5730\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u7684\u3001\u8fb9\u754c\u6e05\u6670\u7684\u5de5\u4f5c\u6d41\uff0c\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u5de5\u7a0b\u4e0eAI\u96be\u9898\u3002\u4ea7\u54c1\u76ee\u524d\u5c55\u73b0\u7684\uff0c\u66f4\u50cf\u662f\u4e00\u4e2a\u667a\u80fd\u5316\u7684\u201c\u5b8f\u5f55\u5236\u201d\u589e\u5f3a\u7248\uff0c\u5176\u957f\u671f\u4ef7\u503c\u53d6\u51b3\u4e8e\u4ee3\u7406\u5728\u590d\u6742\u3001\u957f\u94fe\u6761\u4efb\u52a1\u4e2d\u7684\u51b3\u7b56\u4e00\u81f4\u6027\uff0c\u4ee5\u53ca\u80fd\u5426\u5f62\u6210\u4e00\u4e2a\u7531\u7528\u6237\u6210\u529f\u5de5\u4f5c\u6d41\u6784\u6210\u7684\u3001\u53ef\u590d\u7528\u7684\u201c\u6280\u80fd\u5e93\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cInstruct 2.5\u4ee3\u8868\u4e86\u81ea\u52a8\u5316\u5de5\u5177\u5411\u201c\u4eba\u672c\u8bbe\u8ba1\u201d\u548c\u201c\u5177\u8eab\u667a\u80fd\u201d\u65b9\u5411\u7684\u91cd\u8981\u6f14\u8fdb\u3002\u5b83\u672a\u5fc5\u80fd\u5b8c\u5168\u66ff\u4ee3\u9700\u8981\u7cbe\u5bc6\u903b\u8f91\u63a7\u5236\u7684\u9ad8\u9636\u5de5\u4f5c\u6d41\uff0c\u4f46\u5b83\u4e3a\u5360\u591a\u6570\u7684\u3001\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u65e5\u5e38\u529e\u516c\u81ea\u52a8\u5316\u9700\u6c42\uff0c\u63d0\u4f9b\u4e86\u4e00\u6761\u9769\u547d\u6027\u7684\u4f4e\u6469\u64e6\u8def\u5f84\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u4fdd\u6301\u201c\u7b80\u5355\u9b54\u6cd5\u201d\u822c\u7528\u6237\u4f53\u9a8c\u7684\u540c\u65f6\uff0c\u6784\u7b51\u8d77\u4f01\u4e1a\u7ea7\u5e94\u7528\u6240\u5fc5\u9700\u7684\u575a\u56fa\u6027\u4e0e\u6df1\u5ea6\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\"> Instruct 2.5<\/span>\n <\/div>\n<div class=\"comment-content\">Instruct 2.5 replaces the complex “build loop” with immediate execution. It is an autonomous agent that navigates your apps to get real work done. What’s new: \u26a1 Watch it work: Describe a task and see the generalist agent execute it live across your stack (Salesforce, Slack, Gmail, etc). \ud83d\udee0\ufe0f Iterate Live: Guide the outcome via chat or upload files to fix issues instantly as they happen. \ud83d\udcbe Save as Workflow: Turn any successful run into a permanent, recurring automation with one click.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b Matt here, CEO and co-founder of Instruct!<\/p>\n<p>Not long ago, we launched Instruct with a simple goal: to connect AI to the real work you do every day. The response was incredible, but your feedback highlighted a friction point we were desperate to fix.<\/p>\n<p>If you\u2019ve used tools like n8n or Make, you know the struggle. You have to think in “nodes,” “webhooks,” and “logic loops”\u2014building a complex flowchart abstractly before you ever see it run. It feels more like systems engineering than automation.<\/p>\n<p><strong><br \/>Today, we are launching Instruct 2.5 and we\u2019ve killed that loop.<\/strong><\/p>\n<p>With last week\u2019s news of Meta acquiring Manus, the industry is finally waking up to the power of autonomous agents. It confirms what we’ve believed from day one: the future isn’t manual workflow building, it’s execution.<\/p>\n<p>With Instruct 2.5, we are closing the gap between explaining what you want and watching it actually happen. Here is how the paradigm has shifted:<\/p>\n<p>1. Execution First, Automation Second \u26a1<br \/>Instead of dragging nodes around a canvas blindly, you start by giving Instruct a one-off task. You watch the agent execute it live across your connected apps (Salesforce, Slack, Gmail, etc.). You see exactly what it\u2019s doing, step-by-step.<\/p>\n<p>2. Iterate Live \ud83d\udee0\ufe0f<br \/>If the agent hits a snag or needs clarification, you solve it together in real-time. You don’t have to restart the process; you just guide it. You can even upload files: spreadsheets, PDFs, docs, etc., for the agent to use immediately.<\/p>\n<p>3. “Save as Workflow” \ud83d\udcbe<br \/>Once the agent executes the task perfectly, you can turn that session into a reusable workflow with a single message. You aren’t guessing if the automation will work\u2014you know it works because you just watched it happen!<\/p>\n<p><strong><br \/>Fluent in every workflow<\/strong><\/p>\n<p>We designed Instruct to adapt to the logic of your specific team. You can ask it to:<\/p>\n<p>Recruiting: “Review the latest applicants in our ATS. Flag anyone with 4+ years of Python experience and add them to the ‘Shortlist’.”<\/p>\n<p>Sales: “Check HubSpot for stale leads. Research their recent company news on the web and draft a personalized follow-up.”<\/p>\n<p>Ops: “Find invoice PDFs in Gmail from this month. Extract the totals to my Expenses sheet and save to Drive.”<\/p>\n<p>We\u2019ll be hanging out in the comments all day to answer your questions. \ud83d\ude80<\/p>\n<p>\u2014 Matt & the Instruct Team<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mattfalconer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mattfalconer<\/a> Looks amazing, I\u2019ve been using n8n for a while, but it always felt a bit heavy for simple stuff. This looks way more my speed.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mattfalconer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mattfalconer<\/a> \u201cDescribe a task and watch it execute\u201d is exactly the direction automation should be going.<\/p>\n<p>Feels much closer to how people actually think about work.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@mattfalconer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mattfalconer<\/a> This is brilliant, Matt! The old node\/webhook grind was always such a friction point for us\u2014so stoked Instruct 2.5 fixes that. Execution first, then turn it into a workflow? That\u2019s exactly how automation should work. Congrats on the launch, can\u2019t wait to test it 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\">\n<p>Hey Product hunt! I’m Alfie, CTO and co-founder of Instruct. We’re incredibly excited to share how we’ve interlaced Instruct’s ability to complete both one-off tasks, and comprehensive, repeatable workflows – please give the platform a go at <a href=\"https:\/\/instruct.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/instruct.ai<\/a> 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>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We’re back, Product Hunt! After our last launch, you told us what you wanted, and we listened. Today we’re shipping a completely rebuilt Instruct that takes you from idea to working automation in a fraction of the time.<\/p>\n<p>We can’t wait to see what you build.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b Super excited to share new version today. This version is a big step up. It is faster, more powerful, and feels way smoother to use. You can watch the agent work live, guide it in the moment, and save the result as a workflow. Would love to hear what you build with it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt!! \u270c\ufe0f<\/p>\n<p><strong>Instruct 2.5 is here<\/strong> and with it brings a brand new experience, all powered by your feedback (thanks to a successful launch back in October). <\/p>\n<p>We’ve focused on making it easier to jump straight in with <strong>Tasks<\/strong>,<strong> <\/strong>describe what you want to achieve and Instruct executes it immediately, using your existing tool stack to get the job done. Iterate back and forth in a chat interface before eventually graduating each task to <strong>workflows<\/strong>, automations that run in the background so you can get back to the things that really deserve your attention.<\/p>\n<p>We’re so thrilled to be sharing this significant upgrade to Instruct, jump in at <a href=\"https:\/\/instruct.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/instruct.ai<\/a> and let us know how you get on. \ud83e\udee1 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have tried google app script and google workspace studio for bit of automation in my work. but your tool made automation as easy as chatting with llm.<\/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\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a> that\u2019s awesome to hear! We\u2019re excited to make automation as easy as possible.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you,<a href=\"https:\/\/www.producthunt.com\/@anishsharma\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anishsharma<\/a>!  Love to hear that! And yes, we support Google apps, like Gmail, Google Sheets, and Drive. Eager to hear more about your use cases.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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\u2019ve tried quite a few AI workflow tools, and honestly, Instruct is the only one I found clear and easy for anyone to use. It actually delivers what most tools promise, without needing a full-onboarding course just to build a simple workflow. Great work, guys! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks a lot <a href=\"https:\/\/www.producthunt.com\/@elena_oglinda11\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@elena_oglinda11<\/a>! This is really great to hear \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>Been burned by “no-code agents” before, but watching it click around Slack\/Gmail live is kinda wild. Love the chat-to-fix loop – feels closer to how I work. If it can handle my messy Salesforce perms and save that run as a workflow, I’m in for a spin.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you, <a href=\"https:\/\/www.producthunt.com\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> . Salesforce perms are messy, but yes, Instruct can work with that. If you give it a spin and it hits a permissions wall, tell us what happened and we will help you get it working.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\u2019ve always struggled with node-based tools, and this feels closer to how I actually think.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a>, that’s great to hear! We’re really trying to make Instruct as intuitive as possible so very glad that’s resonating \ud83d\ude42<\/p>\n<p>Please let us know if you have any feedback for how we could improve even further!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> thanks for your feedback! Yeah, node tools make us think like an engineer. Instruct lets you just say what you want, watch it run, and tweak it live. Let us know if you have 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<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Have been following your product roadmap – just curious what are the most frequent user scenarios with Instruct 2.5? Also it will be great to meet the team to discuss more in person in London! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cruise_chen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cruise_chen<\/a> Personally, I have a dozen workflows setup around Notion and Linear, but what makes use really excited is the sheer variety of what people do with Instruct: from daily web research to automating entire project management workflows; there’s a real range!<\/p>\n<p>If you’re interested in meeting to discuss further, feel free to reach out to me or my cofounder Matt <a href=\"https:\/\/www.linkedin.com\/company\/instructhq\/people\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">on Linkedin!<\/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>When I first wired up a bunch of integrations in ChatGPT’s Agent mode and managed to pull off something pretty impressive, I remember thinking: “I really wish I could run this repeatedly,” and also, “The number of Agent-mode runs is pretty limited.”<\/p>\n<p>That exact feeling is part of why we built Giselle, and I think Instruct is offering a straightforward, solid solution to a pain point a lot of people share.<\/p>\n<blockquote>\n<p><em>Execution First, Automation Second<\/em><\/p>\n<\/blockquote>\n<p>This really resonates with me. We’ve taken a similar approach\u2014start by executing with pre-built apps first, then customize afterward (with a no-code editing environment). So reading this definitely struck a chord.<\/p>\n<p>Products like this are genuinely needed. Rooting for you all\u2014excited to see where Instruct 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\/@toyamarinyon\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@toyamarinyon<\/a> thanks so much for this, that is exactly the problem we felt too. Love that “Execution First, Automation Second” resonates, and it sounds like Giselle is coming at it from a similar place.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JVSRDWMUKBELLD\" class=\"app-title\">2-b.ai<\/a><\/p>\n<div class=\"one-liner\">Todoist meets ChatGPT inside your browser<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">271<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u6d4f\u89c8\u5668\u539f\u751f\u7684AI\u4efb\u52a1\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u201c\u9ad8\u4eae\u5373\u6355\u83b7\u201d\u548cAI\u89c4\u5212\u6267\u884c\u529f\u80fd\uff0c\u5728\u7528\u6237\u6d4f\u89c8\u7f51\u9875\u65f6\u65e0\u7f1d\u6574\u5408\u4fe1\u606f\u6536\u96c6\u3001\u4efb\u52a1\u62c6\u89e3\u4e0e\u6267\u884c\uff0c\u89e3\u51b3\u4e86\u5728\u591a\u4e2a\u5de5\u5177\u95f4\u9891\u7e41\u5207\u6362\u3001\u4e22\u5931\u4e0a\u4e0b\u6587\u7684\u6838\u5fc3\u6548\u7387\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\/94f3e051-09dc-4d62-8423-5a81f574851f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3fe18d50-8e23-4595-a0b2-7814accc2283.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e325d752-b662-4318-99ce-6c14a1b4f0b4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/480c6cea-9769-4e36-a400-64d97e88412d.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\/3a48c352-63c7-41d1-a7f6-dba1eddd7751.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=FSvkkpfKyP8\"><source src=\"https:\/\/www.youtube.com\/watch?v=FSvkkpfKyP8\" 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\">Chrome Extensions<\/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\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u6355\u83b7<\/span><br \/>\n <span class=\"tag\">\u76ee\u6807\u62c6\u89e3<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u201cSlack -> Todoist -> ChatGPT\u201d\u5de5\u4f5c\u6d41\u5272\u88c2\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u201c\u9ad8\u4eae\u6355\u83b7\u201d\u662f\u4eae\u70b9\u3002\u4e3b\u8981\u5173\u6ce8\u70b9\u96c6\u4e2d\u5728\uff1a\u4e0e\u5177\u4f53\u5de5\u5177\uff08\u5982Gmail\/Notion\uff09\u7684\u96c6\u6210\u6df1\u5ea6\u3001\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u673a\u5236\uff0c\u4ee5\u53ca\u662f\u5426\u6709\u66f4\u4e3b\u52a8\u7684\u9632\u5206\u5fc3\u529f\u80fd\u3002\u671f\u5f85\u5176AI\u89c4\u5212\u80fd\u529b\u7684\u5177\u4f53\u8868\u73b0\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 2-b.ai\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u505a\u4e00\u4e2a\u66f4\u597d\u7684Todoist\u6216\u66f4\u5feb\u7684ChatGPT\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3a\u6d4f\u89c8\u5668\u5c42\u9762\u7684\u201c\u8ba4\u77e5\u5c42\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u662f**\u7f29\u77ed\u4ece\u201c\u4fe1\u606f\u611f\u77e5\u201d\u5230\u201c\u884c\u52a8\u6267\u884c\u201d\u7684\u8ba4\u77e5\u8def\u5f84**\u3002\u4f20\u7edf\u7684\u201c\u6536\u96c6-\u6574\u7406-\u5904\u7406\u201d\u6d41\u7a0b\u88ab\u538b\u7f29\u4e3a\u201c\u9ad8\u4eae-\u89c4\u5212\u201d\uff0c\u8fd9\u76f4\u51fb\u4e86\u77e5\u8bc6\u5de5\u4f5c\u8005\u5728\u788e\u7247\u5316\u4fe1\u606f\u6d41\u4e2d\u7684\u6838\u5fc3\u635f\u8017\uff1a\u4e0a\u4e0b\u6587\u5207\u6362\u6210\u672c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u903b\u8f91\u7280\u5229\u5730\u6293\u4f4f\u4e86\u201c\u6d4f\u89c8\u5668\u4f5c\u4e3a\u4e3b\u6218\u573a\u201d\u8fd9\u4e00\u73b0\u5b9e\uff0c\u4f46\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5176\u201cAI\u89c4\u5212\u201d\u80fd\u529b\u7684\u6df1\u5ea6\u548c\u53ef\u9760\u6027\u5c06\u662f\u5173\u952e\u95e8\u69db\u3002\u5c06\u6a21\u7cca\u76ee\u6807\u62c6\u89e3\u4e3a\u53ef\u4fe1\u6b65\u9aa4\uff0c\u9700\u8981\u8fdc\u8d85\u666e\u901a\u63d0\u793a\u5de5\u7a0b\u7684\u9886\u57df\u7406\u89e3\uff0c\u5426\u5219\u6613\u6ca6\u4e3a\u5671\u5934\u3002\u5176\u6b21\uff0c\u4f5c\u4e3a\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5176\u80fd\u529b\u53d7\u9650\u4e8e\u7f51\u9875\u73af\u5883\u7684\u6743\u9650\u548c\u53ef\u53d8\u7ed3\u6784\uff0c\u5728\u590d\u6742\u5e94\u7528\uff08\u5982Notion\u3001\u5185\u90e8\u7ba1\u7406\u7cfb\u7edf\uff09\u4e2d\u7684\u7a33\u5b9a\u6293\u53d6\u4e0e\u64cd\u4f5c\u662f\u4e00\u5927\u5de5\u7a0b\u96be\u9898\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e0e\u6570\u636e\u9690\u79c1\u7684\u5e73\u8861\u5c06\u5907\u53d7\u5ba1\u89c6\u3002\u5de5\u5177\u6df1\u5ea6\u4ecb\u5165\u7528\u6237\u6700\u6838\u5fc3\u7684\u5de5\u4f5c\u5185\u5bb9\u548c\u4e60\u60ef\uff0c\u4fe1\u4efb\u662f\u5176\u751f\u547d\u7ebf\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u7248\u672c\u66f4\u50cf\u4e00\u4e2a\u7cbe\u5de7\u7684\u201c\u89e6\u53d1\u5668\u201d\u800c\u975e\u5b8c\u6574\u7684\u201c\u667a\u80fd\u4f53\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684\u4fbf\u6377\u4efb\u52a1\u521b\u5efa\u201d\u8d70\u5411\u201c\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684\u53ef\u9760\u81ea\u4e3b\u6267\u884c\u201d\u3002\u5982\u679c\u5176AI\u80fd\u529b\u4ec5\u505c\u7559\u5728\u6587\u672c\u751f\u6210\u4e0e\u7b80\u5355\u62c6\u89e3\uff0c\u5b83\u53ea\u662f\u4e00\u4e2a\u4f53\u9a8c\u66f4\u597d\u7684\u7f1d\u5408\u602a\uff1b\u82e5\u80fd\u57fa\u4e8e\u5bf9\u4efb\u52a1\u548c\u4e0a\u4e0b\u6587\u7684\u6df1\u5ea6\u7406\u89e3\uff0c\u771f\u6b63\u4ee3\u7406\u90e8\u5206\u95ed\u73af\u64cd\u4f5c\uff08\u5982\u4f9d\u636e\u90ae\u4ef6\u5185\u5bb9\u81ea\u52a8\u8349\u62df\u56de\u590d\u5e76\u586b\u5165Gmail\uff09\uff0c\u5b83\u624d\u53ef\u80fd\u6210\u4e3a\u65b0\u4e00\u4ee3\u5de5\u4f5c\u6d41\u7684\u5165\u53e3\u3002\u56e2\u961f\u9700\u8981\u8bc1\u660e\u7684\u662f\u5176AI\u7684\u201c\u6267\u884c\u529b\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u5efa\u8bae\u529b\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\">2-b.ai<\/span>\n <\/div>\n<div class=\"comment-content\">What if your to-do list met ChatGPT directly in your browser? 2-b.ai combines the structure of a task manager (like Todoist) with the brain of an LLM (like ChatGPT). Highlight-to-Capture: Highlight text to turn it into tasks from any tab. AI Planning: Instantly break down goals into actionable steps. Chat to Execute: Ask the AI to help you finish your work.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey PH \ud83d\udc4b<\/p>\n<p>I\u2019m Dongjin, co-founder of 2-b.ai. I love using structured tools like Todoist, and I love the intelligence of ChatGPT. But keeping them separate was killing my flow. I\u2019d copy a task from Slack, paste it into my to-do list, and then open ChatGPT to ask for help drafting a reply. I wanted a tool where these two worlds collide.<\/p>\n<p>So we built <a href=\"http:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a>.<\/p>\n<p>It\u2019s a browser-native layer that captures context like a highlighter and executes work like an AI agent.<\/p>\n<p>The idea is simple:<br \/>Context-First: Highlight text on any page to create a task instantly.<br \/>AI-Powered: It automatically breaks down the task (Plan) and helps you write or research (Execute).<br \/>Basically, it\u2019s Todoist meets ChatGPT inside your browser.<\/p>\n<p>We\u2019re curious to hear your thoughts: Do you prefer keeping your AI and To-Do list separate, or would you use a hybrid like this? Thanks for the support! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>25<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dong_jin_lee1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dong_jin_lee1<\/a> Congrats on your launch!!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Congrats on the launch, <a href=\"https:\/\/www.producthunt.com\/@dong_jin_lee1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dong_jin_lee1<\/a>! The ‘Context-First’ approach really resonates. We spend so much time just moving information between tools (Slack -> Task Manager -> AI) that the actual work gets delayed. Having the AI ‘live’ right where the context is\u2014in the browser\u2014seems like the missing link for deep work. Excited to try this out!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dong_jin_lee1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dong_jin_lee1<\/a> looks super useful, thanks for creating this<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hello World!<\/p>\n<p>I’m Daehyun Kim, CTO of <a href=\"http:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a>. What I love most is building systems for life. Throughout my journey managing work, personal life, interests, and self-development, I’ve tried countless to-do lists. The insight I gained? To-do lists are the easiest tools to use, yet ironically, the easiest to let fall apart. At some point, you realize there are problems you’re no longer tracking.<\/p>\n<p><a href=\"http:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a> was created from this exact problem. Starting with the web, where we spend most of our time. That’s why we built it to work right in your browser. Gmail, news sites, various AI tools. They all live in your web browser. Simply highlight text you want to focus on or archive, and turn it into a task. Tag your tasks and leverage AI prompting effortlessly. I guarantee your productivity will transform.<\/p>\n<p>Feel free to reach out anytime if you have ideas or questions. If you run into any technical issues, I’ll fix them ASAP. Thanks!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>19<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi, I\u2019m Haley, the COO and co-founder of <a href=\"http:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a>.<\/p>\n<p>Our team first met on January 9, 2025, and almost a year later, today, we are finally launching our product.<br \/>Launching on Product Hunt has been a meaningful dream of mine ever since I started working in startups, and it feels special to finally check this off my wishlist.<\/p>\n<p>I hope this helps people move on from being nomads of endless to-do lists.<br \/>I genuinely want everyone to work with more clarity and feel a little less overwhelmed.<\/p>\n<p>If <a href=\"http:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a> can help even a little, that would mean a lot to us.<\/p>\n<p>Wishing everyone a happy and productive 2026\ud83e\udd73<br \/>Thank you for being here.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>14<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gufidhlk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gufidhlk<\/a> Congrats!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gufidhlk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gufidhlk<\/a> I’m so proud of 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>Hey PH \ud83d\udc4b I\u2019m toto, Backend Lead of <a href=\"https:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a><\/p>\n<\/p>\n<p>As builders, we live in tabs\u2014docs, Gmail, dashboards, threads. That\u2019s exactly why we made a browser-native task layer. You highlight anything, it becomes a task with context attached, and AI turns it into concrete next steps.<\/p>\n<p>If you run into bugs or have feature ideas, reply here\u2014I\u2019m monitoring and we\u2019ll ship fixes quickly.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gufidhlk\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"gufidhlk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gufidhlk<\/a> Congratulations. And happy product launch.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>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\">@huisong_li Thank you so much for your support!<\/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\">Congratulations \ud83c\udf89<br \/>\nCertainly trying it out to see how it supercharge my to-dos.<\/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\">@ishwarjha Thank you! Please try it out and let us know how was it!<\/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 product looks great guys! Actually useful. Also nice presentation. Best of luck with your 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>Thanks<a href=\"https:\/\/www.producthunt.com\/@th_calafatidis\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@th_calafatidis<\/a>!<br \/>We\u2019re happy to hear you find it useful:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 it lead me throughout my workflow process (and restrict me from the websites that distract me from doing things)? \ud83d\ude00 e.g. I should write things in the Word and not to browse reels \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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> <br \/>Hi, Nika.<br \/>Great question!<\/p>\n<p>We don\u2019t block websites or lock you into an app in the traditional \u201cdistraction blocker\u201d sense.<\/p>\n<p>What we focus on is helping you keep the context of what you\u2019re supposed to do.<\/p>\n<p>A lot of distraction happens when you jump between tabs and forget the original task that brought you there.<\/p>\n<p>With <a href=\"http:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a>, you can capture what you need to do directly from where the work lives (Docs, Word, emails, articles), turn it into a task, and break it down right there without opening more tabs or losing track.<\/p>\n<p>Let me know if you have more questions :><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@busmark_w_nika Tabai might help with that I think<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch team! \ud83e\udd42\ud83c\udf89<\/div>\n<div class=\"comment-actions\">\n<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\/@rbluena\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rbluena<\/a> Thank u so much!! Rabil!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It looks useful, worth trying. Great work\ud83d\udd25<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@arsen_diubua\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arsen_diubua<\/a> Thanks Arsen\u263a\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 simplicity!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zorzini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zorzini<\/a> Thank you so much for your support! Simplicity is the key for our UX.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Feels like the right mashup. I\u2019m always bouncing Slack -> Todoist -> ChatGPT and losing the thread. Highlight-to-capture is the hook. If it\u2019s light and works in Gmail\/Notion, I\u2019m in. Curious how you handle privacy. Adding to my Monday try list.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> <br \/>Thank your support, Alex! We love how you felt the same pain that we did!<\/p>\n<p>FYI, we strongly encrypt the user’s data in our DB to protect the privacy.<\/p>\n<p>Would love to hear your thoughts if you try it out \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>Huge congrats on the Product Hunt launch! \ud83d\ude80 Love the vision here – this feels like the kind of tool that actually <em>reduces<\/em> mental load instead of adding more. Super excited to see how people use it. Wishing you a great launch day! \ud83d\ude4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ashimanski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ashimanski<\/a> <br \/>Thank you so much, Artyom!<br \/>Reducing mental load was a big motivation for us.<br \/>Excited to see how people use it as well!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch. Turning highlighted text into actionable tasks feels super natural. Curious to see how AI planning + execution evolves here. Best of luck with the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@robbins23\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@robbins23<\/a> Thanks Robbin!<br \/>Glad the highlight-to-task flow feels natural:)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Congrats on the launch! \ud83c\udf89<\/p>\n<p>Really like the \u201cto-do meets LLM inside the browser\u201d approach \u2014 simple, focused, and practical. Reducing context switching is a big plus.<\/p>\n<p>Best of luck today<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@karan_sahani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@karan_sahani<\/a> Thanks so much, Karan!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is really amazing. Are the lists backed up in the cloud?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> <br \/>Appreciate your interest!<\/p>\n<p>Yes, everything is safely backed up in the cloud.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Wow! was looking for something like this. Definitely trying it out.<\/div>\n<div class=\"comment-actions\">\n<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\/@shubhra_motgill\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubhra_motgill<\/a> Love hearing that\u2764\ufe0f Thanks Shubhra!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like the idea of context-first tasks. Half the time I forget <em>why<\/em> I added something to my to-do list.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> <br \/>Exactly! That loss of context is what we wanted to fix.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">How does your solution differ from other solutions?<\/div>\n<div class=\"comment-actions\">\n<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\/@danagoston\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@danagoston<\/a> <br \/>Hi, Daniel! I’m COO of <a href=\"https:\/\/2-b.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">2-b.ai<\/a>. <\/p>\n<p>Thanks for bringing this up. During ideation, we looked at a lot of existing tools.<\/p>\n<p>But once we started building, we stopped trying to be different just for the sake of differentiation and focused on one thing we personally struggled with.<\/p>\n<p>For us, the difference comes down to interaction and context.<\/p>\n<p>We focused less on managing tasks and more on how tasks are created in the first place.<\/p>\n<p>Highlighting text to create tasks and keeping that original context front and center is something we obsessed over.<\/p>\n<p>That decision ended up shaping everything else.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>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>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\/@shubham_pratap\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shubham_pratap<\/a> Thanks so much, Shubham!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 really hope this tool gets adopted in the real world as soon as possible.<br \/>Since I work in sales, I receive a large number of messages and contacts every day, which makes it hard for me to set clear priorities and often leaves me feeling overwhelmed.<br \/>It would be even better if the tool could go a step further\u2014by directly assessing the importance of the tasks I need to handle and organizing them into a clear order of priority.<br \/>For people like me who tend to be a bit scatterbrained and constantly juggling things, this could be an incredibly powerful tool.<br \/>I\u2019m really excited about its potential and can\u2019t wait for it to be launched.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi, olevida.<\/p>\n<p>Prioritizing tasks based on importance is definitely one of the ideas we\u2019re exploring!<br \/>If and when we introduce something along those lines, we\u2019d be happy to share an update with you.<\/p>\n<p>Thanks so much for the thoughtful feedback and for being excited about what we\u2019re building.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey team, Is the extention available in France? <\/p>\n<\/p>\n<p>When I click on downlad I get an error and can’t add the extention?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@laz_bnfy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@laz_bnfy<\/a> <\/p>\n<p>Sorry about the confusion.<\/p>\n<p>At the moment, the extension isn\u2019t available in EU countries, including France.<\/p>\n<p>We\u2019re still very early, and supporting EU distribution requires some additional setup on our side before Chrome allows us to ship there.<br \/>It\u2019s something we\u2019re actively working on, and France is definitely on our roadmap.<\/p>\n<p>Once we\u2019re approved by Chrome, we\u2019ll be sure to share an update. <\/p>\n<p>Thanks so much 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>Congrats on the launch! I like that this doesn\u2019t try to replace everything at once, but instead lives directly in the browser where most work already happens. Does 2-b.ai. aim to reduce decision fatigue by auto-structuring tasks, or do users still stay very hands-on with how much the AI plans and executes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! I really like the idea of making tasks context-first instead of manually recreating them in another tool, highlighting straight from the page feels very natural.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>look great!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> <br \/>Thanks, Madalina!<br \/>Would love to hear your thoughts if you try it 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\">\n<p>Wow something more automated with ai, love it. Looking forward to give it a try! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@istiakahmad\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@istiakahmad<\/a> <br \/>Thanks! Excited to hear what you think after trying 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<\/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\/DKJMHOC3HWKKW6\" class=\"app-title\">Okara Reddit Agent<\/a><\/p>\n<div class=\"one-liner\">An agent that monitors, curates & writes authentic comments<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">220<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI\u76d1\u63a7Reddit\u76f8\u5173\u8ba8\u8bba\u3001\u7b5b\u9009\u9ad8\u610f\u5411\u8bdd\u9898\u5e76\u8f85\u52a9\u64b0\u5199\u771f\u5b9e\u8bc4\u8bba\u7684\u5de5\u5177\uff0c\u5e2e\u52a9\u521d\u521b\u516c\u53f8\u5728Reddit\u793e\u533a\u4e2d\u4ee5\u63d0\u4f9b\u4ef7\u503c\u800c\u975e\u786c\u5e7f\u7684\u65b9\u5f0f\uff0c\u7cbe\u51c6\u3001\u9ad8\u6548\u5730\u5efa\u7acb\u4fe1\u4efb\u548c\u83b7\u53d6\u7528\u6237\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\/b666a6da-0c20-4033-bd8d-bcb4050dd689.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/10b7bfb0-d56f-4dbe-8b54-c52e0f51911c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f0092637-a0f0-404f-a722-60cf25c28023.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/18516815-2923-4234-b408-0b5b2f97cb91.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\">reddit<\/span><br \/>\n <span class=\"tag\">Marketing automation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Reddit\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u793e\u533a\u4e92\u52a8<\/span><br \/>\n <span class=\"tag\">AI\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u589e\u957f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u53e3\u7891\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u5e02\u573a\u76d1\u6d4b<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u516c\u53f8\u63a8\u5e7f<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4fe1\u4efb\u5f15\u64ce<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u4ea7\u54c1\u201c\u4fe1\u4efb\u5f15\u64ce\u201d\u7684\u5b9a\u4f4d\u4e0e\u201c\u4eba\u5de5\u4ecb\u5165\u201d\u7684\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u5176\u80fd\u89e3\u51b3\u624b\u52a8\u8ffd\u8e2a\u7684\u75db\u70b9\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a\u62c5\u5fc3\u6ee5\u7528\u5bfc\u81f4\u5c01\u53f7\u98ce\u9669\uff1b\u5e0c\u671b\u660e\u786e\u9ad8\u610f\u5411\u5e16\u5b50\u7684\u7b5b\u9009\u903b\u8f91\uff1b\u514d\u8d39\u7248\u529f\u80fd\u9650\u5236\u5e94\u5728\u5f15\u5bfc\u524d\u660e\u786e\uff1b\u5e76\u63d0\u51fa\u4e86\u754c\u9762\u4f18\u5316\u548c\u6b65\u9aa4\u63d0\u793a\u7b49\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Okara Reddit Agent \u5207\u5165\u4e86\u4e00\u4e2a\u5fae\u5c0f\u4f46\u5c16\u9510\u7684\u75db\u70b9\uff1a\u5728Reddit\u8fd9\u4e2a\u201c\u53cd\u8425\u9500\u201d\u7684\u4fe1\u4efb\u793e\u533a\u4e2d\uff0c\u5982\u4f55\u7cfb\u7edf\u6027\u5730\u8fdb\u884c\u201c\u5408\u89c4\u201d\u7684\u81ea\u6211\u63a8\u5e7f\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u81ea\u52a8\u5316\u8bc4\u8bba\u201d\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5c06\u4e00\u79cd\u4f9d\u8d56\u4e2a\u4eba\u76f4\u89c9\u548c\u7ecf\u9a8c\u7684\u201c\u793e\u533a\u55c5\u89c9\u201d\u4ea7\u54c1\u5316\u2014\u2014\u5373\u8bc6\u522b\u201c\u9ad8\u610f\u5411\u5bf9\u8bdd\u201d\u7684\u7b97\u6cd5\u80fd\u529b\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u552e\u5356\u4e00\u79cd\u201c\u65f6\u673a\u201d\u548c\u201c\u8bed\u5883\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u9762\u4e34\u7684\u6096\u8bba\u5728\u4e8e\uff1a\u5176\u6548\u7528\u4e0e\u98ce\u9669\u4e00\u4f53\u4e24\u9762\u3002\u6548\u7387\u63d0\u5347\u7684\u540c\u65f6\uff0c\u4e5f\u53ef\u80fd\u964d\u4f4e\u7528\u6237\u7cbe\u5fc3\u6253\u78e8\u56de\u590d\u7684\u8010\u5fc3\uff0c\u4e00\u65e6\u88ab\u6279\u91cf\u4f7f\u7528\uff0c\u6781\u6613\u6c61\u67d3\u793e\u533a\u73af\u5883\uff0c\u89e6\u53d1\u5e73\u53f0\u53cd\u5236\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5c01\u53f7\u7684\u62c5\u5fe7\u6b63\u662f\u6b64\u6096\u8bba\u7684\u4f53\u73b0\u3002\u56e2\u961f\u5f3a\u8c03\u201c\u4eba\u5de5\u53d1\u5e03\u201d\u548c\u201c\u63d0\u4f9b\u4ef7\u503c\u201d\uff0c\u662f\u8bd5\u56fe\u5728\u5de5\u5177\u6548\u7387\u4e0e\u793e\u533a\u4f26\u7406\u95f4\u8d70\u94a2\u4e1d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u957f\u8fdc\u770b\uff0c\u5176\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u76d1\u63a7\u7684\u5e7f\u5ea6\u6216\u8bc4\u8bba\u751f\u6210\u7684\u201c\u771f\u5b9e\u6027\u201d\uff0c\u800c\u53d6\u51b3\u4e8e\u7b97\u6cd5\u5bf9\u793e\u533a\u6587\u5316\u548c\u5bf9\u8bdd\u8bed\u5883\u7684\u7406\u89e3\u6df1\u5ea6\u3002\u82e5\u4ec5\u505c\u7559\u5728\u5173\u952e\u8bcd\u5339\u914d\u548c\u6a21\u677f\u4f18\u5316\uff0c\u5b83\u7ec8\u5c06\u6ca6\u4e3a\u66f4\u806a\u660e\u7684\u5783\u573e\u4fe1\u606f\u5de5\u5177\u3002\u82e5\u80fd\u771f\u6b63\u8fdb\u5316\u6210\u793e\u533a\u7ecf\u7406\u7684\u201c\u5916\u8111\u201d\uff0c\u5e2e\u52a9\u7528\u6237\u6df1\u5ea6\u7406\u89e3\u8bae\u9898\u5e76\u505a\u51fa\u8d21\u732e\uff0c\u5219\u53ef\u80fd\u5f00\u8f9f\u4e00\u4e2a\u7ec6\u5206\u4f46\u6301\u4e45\u7684\u5e02\u573a\u3002\u5f53\u524d\u7248\u672c\u66f4\u50cf\u662f\u4e00\u4e2a\u201c\u8f85\u52a9\u641c\u7d22\u4e0e\u8349\u7a3f\u201d\u5de5\u5177\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u4fe1\u4efb\u5f15\u64ce\u201d\u6838\u5fc3\u2014\u2014\u4ef7\u503c\u5224\u65ad\u80fd\u529b\u2014\u2014\u4ecd\u6709\u5f85\u9a8c\u8bc1\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\">Okara Reddit Agent<\/span>\n <\/div>\n<div class=\"comment-content\">reddit is still one of the most underrated growth channels for early-stage startups, but it\u2019s hard to do right. okara reddit agent monitors reddit 24\/7 for keywords related to your product, finds threads where people are actively asking for solutions, and helps you write authentic comments you can post yourself.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone,<\/p>\n<p>After spending years using Reddit to grow products (and slowly building up ~40k karma + aged accounts), one thing became very clear: reddit is not a promotion channel. It\u2019s a trust engine.<\/p>\n<p>People come here to ask honest questions, compare options, and hear real experiences. Ads don\u2019t work. Generic comments get ignored or downvoted. What does work is showing up in the right threads, early, and adding genuine value. The problem is doing that consistently is brutal.<\/p>\n<p>You have to manually track dozens of subreddits, refresh constantly, catch posts before they die, understand the context, and then write replies that don\u2019t sound like marketing. Miss the timing and the opportunity is gone.<\/p>\n<p>That\u2019s why we built Reddit Agent<\/p>\n<p>It continuously monitors Reddit for high-intent conversations (people asking for help, recommendations, or solutions), understands the context of each post, and helps you draft thoughtful, relevant comments you can post yourself. <\/p>\n<p>The team behind this has collectively worked on products that drove up to 100M+ organic visits, and Reddit was a big part of that growth. We wanted to turn what used to be a messy, manual process into something repeatable without breaking Reddit\u2019s norms.<\/p>\n<p>This is still early, and we\u2019re building it with feedback from people who actually care about doing Reddit the right way.<\/p>\n<p>Happy to answer questions. or get feedback from the community.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sahilypatel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sahilypatel<\/a> This framing of Reddit as a trust engine instead of a promo channel is spot on.<\/p>\n<p>Love that the tool encourages posting value-first comments instead of auto-spamming.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@sahilypatel congrats on this launch, wish you much success!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@sahilypatel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sahilypatel<\/a> Reddit being a trust engine really resonates. Curious to see how people use this thoughtfully. Congrats on the launch<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This is a life-saver. <\/p>\n<p>We spend a lot of time tracing Reddit and LinkedIn for conversations about our problem space. <\/p>\n<p>I\u2019m gonna give this a try right away. <\/p>\n<p>Congrats on the launch \ud83c\udf89<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@prasad_pilla\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@prasad_pilla<\/a> Thanks a lot \ud83d\ude4c<\/p>\n<p>Would love to hear how it works for you once you try it.<\/p>\n<h3><\/h3>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wohoo! Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/@sahilypatel\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"sahilypatel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sahilypatel<\/a> and <a href=\"https:\/\/www.producthunt.com\/@fatima_rizwan\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"fatima_rizwan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@fatima_rizwan<\/a> ! <br \/>I’d love to try this out and see how it goes! One small question: Does it ensure we don’t get banned? Or using it on a mass level can get our account banned? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>great question. you can add custom instructions like \u201cdon\u2019t include links, just mention the product name.\u201d also, when commenting, focus on adding value and only promote where it\u2019s relevant<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 Reddit agent can simplify a lot of work for DevRels like me, automating keyword tracking.<\/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\/@rohit_ghumare\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohit_ghumare<\/a> 100%. it tracks keywords, finds high-intent threads, and helps you draft high-converting comments<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 will definitely use this; however, I don’t believe to use ALL ai to write my comments\/posts. What might be a human-in-loop alternative method to using Okara?<\/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\/@peterz_shu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterz_shu<\/a> you can just tell okara what you want to comment (or paste your own draft), and it\u2019ll polish it for 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>Been yoyo-ing between Llama and Qwen lately. Being able to swap mid-chat without nuking context is sweet. Reddit\/X search inside chat = nice touch. Big on the “don\u2019t train on my data”. The Reddit agent feels handy too, since it keeps me in the loop, not auto-spam.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> thanks for your 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>This looks extremely useful. I like the fact it keeps the human in the loop, while minimizing the tedious effort. Congrats on the launch!<\/p>\n<\/p>\n<p>A few questions I had while onboarding: <\/p>\n<ol>\n<li>\n<p>It’s asking me for a website of the product I want to promote, but if I don’t have a website yet, can I just enter a description?<\/p>\n<\/li>\n<\/ol>\n<p>and some feedback based on my onboarding experience:<\/p>\n<ol>\n<li>\n<p>It asked me: “Should I proceed with searching for information about your company?” But in the text box, it still said “Enter the website of the product ..” which was confusing. Also a “Yes” or “Continue” button would’ve been a bit easier.<\/p>\n<\/li>\n<li>\n<p>I am up to the ninth question, and starting to fade. It might be good to tell me how many questions are part of the interview.<\/p>\n<\/li>\n<li>\n<p>I got to the end, and it told me: “Since you’re on the Free plan, you’ll need to upgrade to the Max or Founding plan to use the Reddit agent”. I wish it would have told me that up front so I could have decided whether to invest my time in the onboarding. <\/p>\n<\/li>\n<li>\n<p>It’s telling me: “The system will now monitor Reddit daily for discussions about voice assistants” but it’s a bit contradictory, because above it told me that it won’t work without upgrading the plan?<\/p>\n<\/li>\n<\/ol>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@tleyden\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tleyden<\/a> Thank you Traun, all of this is great feedback. I am working on improving all the UI and UX based feedback from your end. Would love to get you on the other side and use the product daily. \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>Congrats on the launch! Turning something as messy and timing-sensitive as Reddit engagement into a repeatable system, without breaking community norms, feels genuinely hard and valuable. How does Reddit Agent decide which threads are truly high-intent versus just casual discussion or venting?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Reddit is so hot right now! I built a simple N8N flow that does some of this, but interested to see how a full product can help! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Definitely excited to try this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>My main use case is transcribing YouTube videos to text to save time watching long content.<\/p>\n<p>I haven’t yet come across AI agents that can transcribe YouTube videos to text without issues, except for Grok. <br \/>It managed to do it once, but couldn’t repeat the process with another video.<\/p>\n<p>Can your solution reliably transcribe video to text without problems?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@voxdecaelo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@voxdecaelo<\/a> Hi Vasily, this launch is around our Reddit Agent that helps you monitor, curate and write high converting threads on Reddit around your product. But our YouTube tool helps you transcribe any video, this is a free feature and you can test it 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<\/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\/XPGILMEHEHHUMV\" class=\"app-title\">FakeMRR<\/a><\/p>\n<div class=\"one-liner\">The database of unverified startup revenues<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">189<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5141\u8bb8\u7528\u6237\u5feb\u901f\u751f\u6210\u865a\u5047\u6708\u5ea6\u7ecf\u5e38\u6027\u6536\u5165\uff08MRR\uff09\u589e\u957f\u66f2\u7ebf\u622a\u56fe\u7684\u5e94\u7528\uff0c\u901a\u8fc7\u8bbd\u523a\u624b\u6cd5\uff0c\u6ee1\u8db3\u4e86\u521d\u521b\u516c\u53f8\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u5851\u9020\u201c\u6210\u529f\u201d\u5f62\u8c61\u3001\u5bf9\u6297\u201c\u5192\u540d\u9876\u66ff\u7efc\u5408\u5f81\u201d\u7684\u865a\u8363\u4e0e\u7126\u8651\u9700\u6c42\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\/d4ba23e9-a137-44a8-9dc2-51a2b0162ed6.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\/f9f39316-32a1-457e-b9a0-d681b42d54cd.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\/44149afb-4fbb-42b7-8c84-1d7ceddbf2ef.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\/bccfa259-210d-4080-8f6f-23e12ece89be.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\">Marketing<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8bbd\u523a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS\u6076\u641e<\/span><br \/>\n <span class=\"tag\">\u865a\u8363\u6307\u6807\u751f\u6210\u5668<\/span><br \/>\n <span class=\"tag\">\u521b\u4e1a\u5708\u6587\u5316\u8bc4\u8bba<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u7d20\u6750<\/span><br \/>\n <span class=\"tag\">\u9ed1\u8272\u5e7d\u9ed8<\/span><br \/>\n <span class=\"tag\">\u6982\u5ff5\u4ea7\u54c1<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u8bc1\u660e\u6a21\u62df<\/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\u89c6\u5176\u4e3a\u7cbe\u51c6\u8bbd\u523a\u521b\u4e1a\u5708\u6587\u5316\u7684\u5e7d\u9ed8\u4ea7\u54c1\uff0c\u8ba4\u4e3a\u5176\u63ed\u793a\u4e86\u884c\u4e1a\u5bf9\u622a\u56fe\u548c\u8868\u9762\u6307\u6807\u7684\u8ff7\u604b\u3002\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u4e8e\u8ba8\u8bba\u5176\u559c\u5267\u4e0e\u8bc4\u8bba\u6027\u53cc\u91cd\u4ef7\u503c\uff0c\u5e76\u8be2\u95ee\u5176\u771f\u5b9e\u6027\u3002\u6709\u7528\u6237\u63d0\u53ca\u7c7b\u4f3c\u4ea7\u54c1\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u6b64\u4e3a\u81f4\u656c\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 FakeMRR \u8fdc\u975e\u4e00\u4e2a\u7b80\u5355\u7684\u6076\u641e\u5de5\u5177\uff0c\u5b83\u662f\u4e00\u9762\u523b\u610f\u626d\u66f2\u7684\u54c8\u54c8\u955c\uff0c\u5c16\u9510\u5730\u6620\u5c04\u51fa\u521d\u521b\u751f\u6001\u7cfb\u7edf\u4e2d\u201c\u8868\u6f14\u5f0f\u521b\u4e1a\u201d\u7684\u8352\u8bde\u73b0\u5b9e\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u751f\u6210\u622a\u56fe\u7684\u529f\u80fd\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u4ee5\u81ea\u6211\u6307\u6d89\u7684\u620f\u8c11\u65b9\u5f0f\uff0c\u5b8c\u6210\u4e86\u5bf9\u79d1\u6280\u5708\uff0c\u5c24\u5176\u662fProduct Hunt\u7b49\u5e73\u53f0\u5185\u90e8\u6587\u5316\u7684\u516c\u5f00\u89e3\u6784\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u5c06\u201c\u96f6\u9a8c\u8bc1\u201d\u3001\u201c\u65e0\u9650\u589e\u957f\u201d\u7b49\u8bbd\u523a\u6027\u529f\u80fd\u4f5c\u4e3a\u5356\u70b9\uff0c\u76f4\u6307\u521b\u4e1a\u53d9\u4e8b\u4e2d\u6570\u636e\u9020\u5047\u3001\u76f2\u76ee\u8ffd\u6c42\u589e\u957f\u66f2\u7ebf\u7684\u75fc\u75be\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u201c\u4e0d\u8212\u670d\u7684\u51c6\u786e\u201d\u3001\u201c\u611f\u89c9\u88ab\u9488\u5bf9\u201d\u7b49\u53cd\u9988\uff0c\u6070\u6070\u8bc1\u660e\u4e86\u5176\u6279\u5224\u7684\u7cbe\u51c6\u6027\u2014\u2014\u5b83\u8ba9\u6c89\u6d78\u4e8e\u6b64\u79cd\u6587\u5316\u4e2d\u7684\u4eba\u4eec\u4ea7\u751f\u4e86\u8ba4\u77e5\u5931\u8c03\u3002\u8fd9\u5e76\u975e\u5728\u6559\u5506\u6b3a\u8bc8\uff0c\u800c\u662f\u901a\u8fc7\u5c06\u6f5c\u89c4\u5219\u5de5\u5177\u5316\u3001\u4eea\u5f0f\u5316\uff0c\u8feb\u4f7f\u89c2\u8005\u76f4\u9762\u5176\u4e2d\u7684\u865a\u4f2a\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u770b\uff0cFakeMRR \u5de7\u5999\u5730\u5229\u7528\u4e86\u201c\u771f\u4ea7\u54c1\u505a\u5047\u4e8b\u60c5\u201d\u7684\u77db\u76fe\u5f20\u529b\u3002\u5b83\u4f5c\u4e3a\u4e00\u4e2a\u529f\u80fd\u5b8c\u5907\u7684SaaS\u542f\u52a8\uff0c\u672c\u8eab\u5c31\u6210\u4e86\u5176\u8bbd\u523a\u5bf9\u8c61\u7684\u4e00\u90e8\u5206\uff0c\u8fd9\u79cd\u201c\u7f6e\u8eab\u4e8b\u5185\u7684\u6279\u5224\u201d\u6bd4\u4e00\u7bc7\u8bc4\u8bba\u6587\u7ae0\u66f4\u5177\u7a7f\u900f\u529b\u3002\u5b83\u63d0\u51fa\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u5f53\u5236\u9020\u201c\u6210\u529f\u8ff9\u8c61\u201d\u53d8\u5f97\u6bd4\u6784\u5efa\u771f\u6b63\u4e1a\u52a1\u66f4\u9ad8\u6548\u65f6\uff0c\u521b\u4e1a\u793e\u533a\u7684\u4fe1\u4efb\u4e0e\u4ef7\u503c\u8bc4\u4f30\u4f53\u7cfb\u5c06\u8d70\u5411\u4f55\u65b9\uff1f\u5c3d\u7ba1\u5b83\u4ee5\u5e7d\u9ed8\u793a\u4eba\uff0c\u4f46\u5176\u5185\u6838\u662f\u5bf9\u884c\u4e1a\u865a\u8363\u6307\u6807\u7684\u4e25\u8083\u62f7\u95ee\uff0c\u662f\u4e00\u6b21\u6210\u529f\u7684\u6587\u5316\u9ed1\u5ba2\u884c\u4e3a\u3002\u5176\u751f\u547d\u5468\u671f\u6216\u8bb8\u77ed\u6682\uff0c\u4f46\u4f5c\u4e3a\u4e00\u573a\u793e\u4f1a\u5b9e\u9a8c\uff0c\u5176\u5f15\u53d1\u7684\u8ba8\u8bba\u5df2\u8fdc\u8d85\u4e00\u4e2a\u73a9\u7b11\u7684\u8303\u7574\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">FakeMRR<\/span>\n <\/div>\n<div class=\"comment-content\">Real revenue takes time. Screenshots take seconds. Generate the viral MRR charts your startup deserves.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Finally, a SaaS for the rest of us.<\/p>\n<p>Let\u2019s be honest: Generating actual revenue is hard. Generating a screenshot that looks like revenue? That should be easy.<\/p>\n<p>I built FakeMRR because I was tired of seeing gatekeeping on Product Hunt. Why should only people with “customers” and “business models” get all the clout?<\/p>\n<p>Features:<\/p>\n<p>\u2705 0% Verification: We trust you, bro.<br \/>\n\u2705 Infinite Growth: Why stop at $10k MRR? Type in $1M. Go crazy.<br \/>\n\u2705 The Backlink: A high-quality, artisanal link from a domain with zero authority.<\/p>\n<p>Bye bye, impostor syndrome. Hello, actual impostor. \ud83d\udc4b<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@julienrenaux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julienrenaux<\/a> This is hilarious and uncomfortably accurate \ud83d\ude02<\/p>\n<p>The satire actually makes a real point about how much screenshots and vanity metrics drive perception in startups.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@julienrenaux\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@julienrenaux<\/a> Honestly, this feels like a mirror held up to the ecosystem.<\/p>\n<p>Curious \u2014 was the goal more comedy, commentary, or both? Either way, it definitely got my attention.<\/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>P.S. A little secret for the PH family… \ud83e\udd2b<\/p>\n<\/p>\n<p>We wanted to give you all a head start. Once you’re on the dashboard, try entering the classic Konami Code.<\/p>\n<\/p>\n<p>It might just unlock 3 free credits for you to play around with. Enjoy! \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Is this a real launch or is it also fake? \ud83d\ude02<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@anton_tishchenko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anton_tishchenko<\/a> it is a real launch of a totally functional but fake SaaS<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>lol this is\u2026 too real. Half my feed already posts these charts anyway. Leaning into the bit is kinda genius. I\u2019m here for the leaderboard of the most unhinged \u201cgrowth.\u201d My impostor brain is terrified. also kinda curious.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> If half your feed is already posting these charts, that just means our stealth beta program was a massive success \ud83c\udf89<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What makes FakeMRR land is that it\u2019s clearly satire, but it\u2019s poking at something very real: how screenshots and surface-level signals have become shorthand for \u201clegitimacy. Great idea!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@frank_li13\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@frank_li13<\/a> you got 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>I laughed, then I felt personally attacked \ud83d\ude04 Honestly, this perfectly captures PH energy sometimes.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 didn`t understand if its a joke or not but its great <br \/>love the creativity (:<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@amit_wagner\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@amit_wagner<\/a> if you go watch the reviews on the front page you will understand. Though it is a 100% functional SaaS that makes great screenshot AND you have 3 free credits with konami code ^^<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Product of the year (so far)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jaythesong\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jaythesong<\/a> thanks it means a lot <3<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hasn’t <a href=\"https:\/\/www.producthunt.com\/@marclou\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a> created something similar?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@marclou\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marclou<\/a>  <a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> yes exactly, that’s my tribute to his work \ud83d\ude42 And FakeMRR is now listed on TrustMRR \ud83c\udf89 <a href=\"https:\/\/trustmrr.com\/startup\/fakemrr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/trustmrr.com\/startup\/fakemrr<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! It\u2019s refreshing to see a product that doesn\u2019t pretend the emperor is wearing clothes, especially in places obsessed with vanity metrics. Do you think humor like this can actually change how people judge products, or is it more about relief through honesty?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Love the energy of this project! You\u2019re already endorsed by Bernie Madoff and Elizabeth Holmes! <\/p>\n<p>I bet if you reach out to Sam Bankman-Fried\u2019s team, you could secure an endorsement from him as well. I predict that getting SBF onboard will quadruple your MRR.<\/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\/@kilpatrick\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kilpatrick<\/a> Great suggestion. We are indeed trying to pivot to a B2C model (Business to Cellblock). \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/fake-mrr.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/fake-mrr.com<\/a> did it before! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@thepalette\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thepalette<\/a> that’s far from the same. The French really know how to do satire though! thanks for sharing<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/ZKDYIHWWHRVOK2\" class=\"app-title\">Paper<\/a><\/p>\n<div class=\"one-liner\">A 200-page digital notebook for journaling and writing<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">133<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Paper\u662f\u4e00\u6b3e\u6a21\u62df\u771f\u5b9e\u7eb8\u8d28\u7b14\u8bb0\u672c\u7684\u6781\u7b80\u5199\u4f5c\u5e94\u7528\uff0c\u901a\u8fc7200\u9875\u56fa\u5b9a\u5bb9\u91cf\u3001\u7ffb\u9875\u97f3\u6548\u548c\u89c6\u89c9\u8d28\u611f\uff0c\u5728\u7528\u6237\u9700\u8981\u65e0\u538b\u529b\u81ea\u7531\u4e66\u5199\u3001\u68b3\u7406\u601d\u7eea\u65f6\uff0c\u63d0\u4f9b\u4e00\u79cd\u4e13\u6ce8\u4e14\u5bcc\u6709\u4eea\u5f0f\u611f\u7684\u6570\u5b57\u4e66\u5199\u4f53\u9a8c\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5199\u4f5c\u5de5\u5177\u8fc7\u4e8e\u6570\u5b57\u5316\u3001\u65e0\u9650\u6269\u5c55\u6240\u5e26\u6765\u7684\u7126\u8651\u611f\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\/f0501cdb-1542-4570-bbbc-38f20c295cb1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/26325e9c-227a-409d-b602-16163a77fba1.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\/f297d945-1437-472f-815a-0b97d395b158.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/7_zr6B7GQDk\"><source src=\"https:\/\/youtu.be\/7_zr6B7GQDk\" 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\">Writing<\/span><br \/>\n <span class=\"tag\">Notes<\/span><br \/>\n <span class=\"tag\">Meditation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6570\u5b57\u7b14\u8bb0\u672c<\/span><br \/>\n <span class=\"tag\">\u6781\u7b80\u5199\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4e13\u6ce8\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u60c5\u7eea\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u62df\u7269\u5316<\/span><br \/>\n <span class=\"tag\">\u4e66\u5199\u4eea\u5f0f\u611f<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u6587\u5177<\/span><br \/>\n <span class=\"tag\">\u5fc3\u6d41\u8bb0\u5f55<\/span><br \/>\n <span class=\"tag\">\u53cd\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u5c0f\u4f17\u8f6f\u4ef6<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7f8e\u5b66\u8bbe\u8ba1\u3001\u62df\u771f\u4f53\u9a8c\u4e0e\u521b\u9020\u7684\u60c5\u7eea\u4ef7\u503c\u3002\u4e3b\u8981\u5efa\u8bae\u5305\u62ec\uff1a\u589e\u52a0\u624b\u5199\u5b57\u4f53\u4ee5\u589e\u5f3a\u6c89\u6d78\u611f\u3001\u63d0\u4f9b\u66f4\u591a\u7b14\u8bb0\u672c\u6837\u5f0f\u4e0e\u5b57\u4f53\/\u7b14\u89e6\u9009\u62e9\u3001\u660e\u786e\u6570\u636e\u5b58\u50a8\u4f4d\u7f6e\uff08\u4e91\u7aef\/\u672c\u5730\uff09\u3002\u6709\u7528\u6237\u8d28\u7591\u5176\u76f8\u8f83\u4e8e\u5b9e\u4f53\u7eb8\u548cGoogle Docs\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Paper\u7684\u4ea7\u54c1\u903b\u8f91\uff0c\u672c\u8d28\u4e0a\u662f\u9488\u5bf9\u201c\u8fc7\u5ea6\u5de5\u5177\u5316\u201d\u548c\u201c\u65e0\u9650\u9009\u62e9\u7126\u8651\u201d\u7684\u4e00\u6b21\u6570\u5b57\u53db\u9006\u3002\u5b83\u63d0\u4f9b\u7684\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u529f\u80fd\uff0c\u800c\u662f\u4e00\u79cd\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u201c\u9650\u5236\u201d\u2014\u2014\u7528200\u9875\u7684\u8fb9\u754c\u5bf9\u6297\u6570\u5b57\u6587\u6863\u7684\u65e0\u9650\u6eda\u52a8\uff0c\u7528\u56fa\u5b9a\u7684\u7b14\u8bb0\u672c\u5f62\u6001\u5bf9\u6297\u590d\u6742\u7684\u6587\u4ef6\u5939\u7cfb\u7edf\u3002\u8fd9\u5e76\u975e\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4ef6\u201c\u6570\u5b57\u60c5\u7eea\u4ea7\u54c1\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6210\u529f\u4e4b\u5904\u5728\u4e8e\u7cbe\u51c6\u6355\u6349\u4e86\u5f53\u4e0b\u7528\u6237\u5bf9\u201c\u6570\u5b57\u6781\u7e41\u4e3b\u4e49\u201d\u7684\u75b2\u60eb\u611f\u3002Notion\u3001Heptabase\u7b49\u5de5\u5177\u5c06\u77e5\u8bc6\u7ba1\u7406\u53d8\u6210\u4e00\u9879\u5de5\u7a0b\uff0c\u800cPaper\u5219\u8bd5\u56fe\u56de\u5f52\u4e66\u5199\u6700\u539f\u59cb\u7684\u6cbb\u6108\u529f\u80fd\uff1a\u4e0d\u4e3a\u6574\u7406\uff0c\u53ea\u4e3a\u770b\u89c1\u81ea\u5df1\u7684\u60f3\u6cd5\u3002\u8bc4\u8bba\u4e2d\u201c\u753b\u4e0d\u662f\u4e3a\u4e86\u770b\u6240\u89c1\uff0c\u800c\u662f\u4e3a\u4e86\u80fd\u770b\u89c1\u201d\u7684\u5f15\u7528\uff0c\u6070\u6070\u70b9\u660e\u4e86\u5176\u5185\u6838\uff1a\u4e66\u5199\u5373\u601d\u8003\u7684\u8fc7\u7a0b\u672c\u8eab\uff0c\u5de5\u5177\u5e94\u5c3d\u53ef\u80fd\u9690\u5f62\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u98ce\u9669\u4e5f\u5728\u4e8e\u6b64\u3002\u4f5c\u4e3a\u4e00\u6b3e\u529f\u80fd\u9ad8\u5ea6\u514b\u5236\u7684\u60c5\u7eea\u578b\u4ea7\u54c1\uff0c\u5176\u7528\u6237\u7fa4\u4f53\u6ce8\u5b9a\u662f\u5c0f\u4f17\u4e14\u611f\u6027\u7684\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u4e3a\u4f55\u4e0d\u7528\u771f\u7eb8\u201d\u7684\u8d28\u7591\uff0c\u76f4\u6307\u5176\u6838\u5fc3\u77db\u76fe\uff1a\u5f53\u62df\u771f\u4f53\u9a8c\u65e0\u6cd5\uff08\u4e5f\u4e0d\u5fc5\uff09\u5b8c\u5168\u66ff\u4ee3\u5b9e\u4f53\u89e6\u611f\u65f6\uff0c\u5176\u957f\u671f\u5438\u5f15\u529b\u80fd\u5426\u8d85\u8d8a\u65b0\u9c9c\u611f\uff1f\u5f00\u53d1\u8005\u7684\u56de\u5e94\u5c55\u73b0\u4e86\u6e05\u9192\u7684\u5b9a\u4f4d\uff1a\u4e0d\u8ffd\u6c42\u53d6\u4ee3\uff0c\u800c\u662f\u6210\u4e3a\u6570\u5b57\u4e16\u754c\u4e2d\u7684\u4e00\u4e2a\u201c\u60c5\u7eea\u4f4d\u9762\u201d\u3002\u5c06\u672a\u6765\u65b9\u5411\u89c4\u5212\u4e3a\u201c\u6570\u5b57\u6587\u5177\u5e97\u201d\uff0c\u662f\u660e\u667a\u7684\u5ef6\u4f38\uff0c\u901a\u8fc7\u63d0\u4f9b\u6709\u9650\u7684\u53ef\u5b9a\u5236\u6027\uff08\u5982\u4e0d\u540c\u7b14\u89e6\u3001\u7eb8\u5f20\uff09\u6765\u4e30\u5bcc\u60c5\u7eea\u4ef7\u503c\uff0c\u800c\u975e\u5806\u780c\u529f\u80fd\u3002\n <\/p>\n<p class=\"ai-content\">\n Paper\u7684\u51fa\u73b0\u662f\u4e00\u4e2a\u4fe1\u53f7\uff0c\u8868\u660e\u8f6f\u4ef6\u5e02\u573a\u6b63\u5728\u4ece\u670d\u52a1\u4e8e\u201c\u6240\u6709\u4eba\u7684\u901a\u7528\u9700\u6c42\u201d\uff0c\u88c2\u53d8\u4e3a\u670d\u52a1\u201c\u7279\u5b9a\u4eba\u7fa4\u7684\u7279\u5b9a\u60c5\u7eea\u201d\u3002\u5b83\u7684\u5bf9\u624b\u4e0d\u662fGoogle Docs\uff0c\u800c\u662f\u6570\u5b57\u73af\u5883\u4e2d\u65e0\u5904\u4e0d\u5728\u7684\u5e72\u6270\u548c\u538b\u529b\u3002\u80fd\u5426\u5b88\u4f4f\u201c\u53cd\u6548\u7387\u201d\u7684\u521d\u5fc3\uff0c\u5e76\u5728\u5546\u4e1a\u4e0a\u627e\u5230\u53ef\u6301\u7eed\u7684 niche\uff0c\u5c06\u662f\u5176\u771f\u6b63\u7684\u6311\u6218\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Paper<\/span>\n <\/div>\n<div class=\"comment-content\">Paper is a realistic digital notebook made only for writing. No folders. No productivity systems. No infinite pages. You buy a notebook, give it a name, and start writing. Flip pages. Hear the sound. Feel the limit. It has 200 pages. When you fill them, that notebook is done. You can keep it, and start a new one. Paper exists to create a feeling \u2014 the feeling of sitting down and writing things out.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">When there’s a lot happening in my head, I sit down and start writing. No planning. No thinking. Whatever I hear inside, I write it down. And then it flows.<\/p>\n<p>I write every stupid thing that comes to mind. No censorship. No judgment. Just writing.<\/p>\n<p>And suddenly, I feel lightness, relief, and clarity.<\/p>\n<p>Once, a very smart person said:<\/p>\n<p>\u201cThe painter does not draw what they see, but they draw to see.\u201d<br \/>\nSomething similar happens here. When I write, I read what’s inside.<\/p>\n<p>For this kind of writing, none of the tools felt right.<br \/>\nNotion, Docs, notes apps \u2014 they all felt too digital.<\/p>\n<p>I wanted something that feels physical.<br \/>\nSomething that slows me down and sets the mood.<\/p>\n<p>That\u2019s why I created Paper \u2014<br \/>\na writing app that looks and sounds like a real notebook.<\/p>\n<p>If this is how you like to write, I hope Paper feels right to you.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zikosichi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zikosichi<\/a>  Hi Ziko, it’s beautiful.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8fb06587-ae55-4780-98aa-ece741e3a929.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\/@zikosichi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zikosichi<\/a> this isn’t meant to sound snarky, but is there a reason you don’t want to actually put physical pen to physical paper?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Seems like a lot of simpler\/cleaner apps – page switchers, memory cleaners, and your notebook have appeared in the PH space recently despite the clutter of ai junk. What might push me (user) to step out of my google-docs comfort zone to use Paper instead of ‘real paper’?<\/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\/@peterz_shu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterz_shu<\/a> Hey Peter, you\u2019re making some very good points. I use real paper quite often myself, but even more often I write on a computer. And because I love real paper\u2014the experience of flipping pages, having limits, and actually touching something\u2014that\u2019s exactly what I felt was missing from Google Docs. For casual writing, I wanted something that feels closer to real paper. So the main thing that might encourage you to step away from Google Docs is the feeling that Paper can bring.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 texture of this product is really interesting. Everything from the visuals and motion effects to the sound gives me a real sense of authenticity.<\/p>\n<p>However, I think the note-taking style when writing could be improved. Could it be changed to a handwriting font? The current printed font breaks the sense of immersion a bit.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1d0a28d8-92cd-4921-ae00-d036fed5bb93.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Also, I suddenly really want to view my e-books in this format on my computer or tablet!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Beautifully crafted, I love this idea. Where are the notes saved – are they saved offline?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@citizenvince\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@citizenvince<\/a> They are stored in database so you can access them from anywhere.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 this. The tactile feel and the return of skeuomorphism really work here. I sense we’ll be seeing more products like this going forward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@toyamarinyon\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@toyamarinyon<\/a> Absolutely agree. We\u2019re shifting from mass-market software to niche software \u2014 a smaller audience, but more creative.<\/p>\n<\/p>\n<p>I\u2019m planning to add more notebook types and turn this place into a digital stationery.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Love the scattered sunlight and cover colors. Would be great to switch desks and items on it \ud83d\udc4f<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Does it support voice input? And are there different font options?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@omnicanvas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@omnicanvas<\/a> No voice input yet, but I\u2019m considering adding more fonts. I\u2019m thinking about offering different pens or pencils that come with their own fonts. What do you think?<\/p>\n<\/p>\n<p>Eventually, I\u2019d love to turn this into a small digital stationery set, and maybe one of the products could be a \u201cphysical-like\u201d voice recorder.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I like this style because I am a super user for remarkable hand writingbook. This is simple and clean, hope you can add more features like fonts, categories, colors,…<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/DZKIPUX3X6NT47\" class=\"app-title\">LFM2.5<\/a><\/p>\n<div class=\"one-liner\">The next generation of on-device AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">132<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LFM2.5\u662f\u4e00\u6b3e\u90e8\u7f72\u5728\u8bbe\u5907\u7aef\u7684\u4e0b\u4e00\u4ee3AI\u6a21\u578b\uff0c\u901a\u8fc7\u5728\u8d44\u6e90\u53d7\u9650\u7684\u8fb9\u7f18\u8bbe\u5907\uff08\u5982AI PC\u3001\u624b\u673a\uff09\u4e0a\u9ad8\u6548\u8fd0\u884c\u5b8c\u6574\u7684\u6587\u672c\u3001\u89c6\u89c9\u3001\u97f3\u9891\u591a\u6a21\u6001AI\u6808\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5bf9\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u9690\u79c1\u6027\u53ca\u79bb\u7ebfAI\u80fd\u529b\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\/6e839e03-6fc5-4364-ad78-7e6ef16c64b2.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=i1Eam2iBg4g\"><source src=\"https:\/\/www.youtube.com\/watch?v=i1Eam2iBg4g\" 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\/1306c671-7733-4992-921d-c0da02e777a1.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\/632e469e-3a05-4f0c-9847-1c89f37918fd.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\/a76ce7f9-d3a9-42cb-8838-d8288bc41bd6.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\">Open Source<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8fb9\u7f18AI<\/span><br \/>\n <span class=\"tag\">\u8bbe\u5907\u7aef\u4eba\u5de5\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u6001\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u6a21\u578b\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">AI\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u4f4e\u5ef6\u8fdf<\/span><br \/>\n <span class=\"tag\">\u786c\u4ef6\u534f\u540c<\/span><br \/>\n <span class=\"tag\">AI PC<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u5316\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u79bb\u7ebf\u667a\u80fd\u4f53<\/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\u5176\u8bbe\u5907\u7aefAI\u65b9\u5411\uff0c\u8ba4\u4e3a\u4e0eAMD\u5728CES\u7684\u5408\u4f5c\u662f\u91cc\u7a0b\u7891\u3002\u5173\u6ce8\u70b9\u96c6\u4e2d\u5728\u5b9e\u9645\u90e8\u7f72\uff1a\u8be2\u95ee\u624b\u673a\u7aef\u8fd0\u884c\u53ef\u80fd\u3001\u6700\u4f4eRAM\u8981\u6c42\u53ca\u91cf\u5316\u7248\u672c\u53ef\u7528\u6027\uff0c\u4f53\u73b0\u4e86\u5bf9\u786c\u4ef6\u517c\u5bb9\u6027\u4e0e\u6613\u7528\u6027\u7684\u6838\u5fc3\u5173\u5207\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 LFM2.5\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u5355\u7eaf\u7684\u6a21\u578b\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662fLiquid AI\u5728\u8fb9\u7f18AI\u6218\u7565\u68cb\u76d8\u4e0a\u843d\u4e0b\u7684\u4e00\u679a\u5173\u952e\u68cb\u5b50\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u4ec5\u5728\u4e8e\u5ba3\u79f0\u7684\u201c8\u500d\u97f3\u9891\u52a0\u901f\u201d\u6216\u201c1B\u53c2\u6570\u5bb9\u7eb3\u591a\u6a21\u6001\u201d\uff0c\u800c\u5728\u4e8e\u5176\u7cbe\u51c6\u5361\u4f4d\u4e86\u5373\u5c06\u7206\u53d1\u7684\u201cAI PC\u201d\u4e0e\u201c\u6df7\u5408\u5f0fAI\u201d\u4ea7\u4e1a\u6d6a\u6f6e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u6280\u672f\u8def\u5f84\u770b\uff0c\u9009\u62e9\u57281B\u53c2\u6570\u89c4\u6a21\u5185\u6574\u5408\u5168\u6a21\u6001\u80fd\u529b\uff0c\u662f\u4e00\u79cd\u52a1\u5b9e\u7684\u201c\u8fb9\u7f18\u7ea6\u675f\u8bbe\u8ba1\u201d\u3002\u5b83\u653e\u5f03\u4e86\u4e0e\u4e91\u7aef\u5927\u6a21\u578b\u5728\u901a\u7528\u80fd\u529b\u4e0a\u6b63\u9762\u4ea4\u950b\uff0c\u8f6c\u800c\u8ffd\u6c42\u5728\u7279\u5b9a\u529f\u8017\u548c\u7b97\u529b\u9884\u7b97\u4e0b\u7684\u6700\u4f18\u6027\u80fd\u5bc6\u5ea6\u3002\u8fd9\u79cd\u601d\u8def\u662f\u6b63\u786e\u7684\uff0c\u4f46\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\uff1a\u5728\u5982\u6b64\u7d27\u7f29\u7684\u53c2\u6570\u4e0b\uff0c\u5982\u4f55\u5e73\u8861\u591a\u6a21\u6001\u80fd\u529b\u4e0e\u5404\u5355\u9879\u4efb\u52a1\u7684\u8868\u73b0\uff1f\u5176\u201c\u53ef\u9760\u6027\u201d\u7a76\u7adf\u80fd\u8fbe\u5230\u4f55\u79cd\u6c34\u5e73\uff1f\u5b98\u65b9\u4ecb\u7ecd\u8bed\u7109\u4e0d\u8be6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u503c\u5f97\u73a9\u5473\u7684\u662f\u5176\u4e0eAMD\u3001\u9ad8\u901a\u7684NPU\u6df1\u5ea6\u4f18\u5316\u3002\u8fd9\u63ed\u793a\u4e86\u8fb9\u7f18AI\u5f53\u524d\u9636\u6bb5\u7684\u672c\u8d28\uff1a\u8f6f\u4ef6\u6a21\u578b\u4e0e\u786c\u4ef6\u751f\u6001\u7684\u5f3a\u7ed1\u5b9a\u3002LFM2.5\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u7b97\u6cd5\u5305\uff0c\u66f4\u662f\u4e00\u4e2a\u9762\u5411\u7279\u5b9a\u786c\u4ef6\u5e73\u53f0\u7684\u4ea4\u4ed8\u4ef6\u3002\u8fd9\u79cd\u7b56\u7565\u80fd\u786e\u4fdd\u521d\u671f\u5728\u5408\u4f5c\u786c\u4ef6\u4e0a\u83b7\u5f97\u6700\u4f73\u4f53\u9a8c\uff0c\u4f46\u4e5f\u53ef\u80fd\u5c06\u5176\u5e02\u573a\u8303\u56f4\u6682\u65f6\u9650\u5236\u5728\u8fd9\u4e9b\u5408\u4f5c\u4f19\u4f34\u7684\u751f\u6001\u5185\uff0c\u5f62\u6210\u4e00\u79cd\u201c\u8d35\u65cf\u5316\u201d\u7684\u65e9\u671f\u90e8\u7f72\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u8bc4\u8bba\u4e2d\u5173\u4e8e\u624b\u673a\u7aef\u8fd0\u884c\u548c\u91cf\u5316\u7248\u672c\u7684\u8be2\u95ee\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u4ea7\u54c1\u5f53\u524d\u5ba3\u4f20\u7684\u6a21\u7cca\u5730\u5e26\u3002\u6a21\u578b\u5bf9\u201c\u8fb9\u7f18\u201d\u7684\u5b9a\u4e49\u662f\u7b14\u8bb0\u672c\u8fd8\u662f\u624b\u673a\uff1f\u5176\u201c\u6700\u5f3a\u5927\u201d\u7684\u5ba3\u79f0\u662f\u5426\u4ee5\u727a\u7272\u5e7f\u6cdb\u7684\u8bbe\u5907\u517c\u5bb9\u6027\u4e3a\u4ee3\u4ef7\uff1f\u8fd9\u53cd\u6620\u51fa\u5e02\u573a\u5bf9\u201c\u53ef\u53ca\u6027\u201d\u7684\u8feb\u5207\u9700\u6c42\u4e0e\u5382\u5546\u201c\u5c55\u793a\u5c16\u7aef\u80fd\u529b\u201d\u4e4b\u95f4\u7684\u7ecf\u5178\u77db\u76fe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cLFM2.5\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u6e05\u6670\u5730\u52fe\u52d2\u4e86\u8fb9\u7f18AI\u7684\u4e00\u4e2a\u53ef\u884c\u8303\u5f0f\uff1a\u4e3a\u7279\u5b9a\u786c\u4ef6\u5e73\u53f0\u6df1\u5ea6\u5b9a\u5236\u8f7b\u91cf\u5168\u6808\u6a21\u578b\u3002\u5b83\u7684\u6210\u8d25\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u6280\u672f\u8bba\u6587\u7684\u6307\u6807\uff0c\u800c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u4ece\u4e0e\u5de8\u5934\u7684\u5408\u4f5c\u6f14\u793a\u53f0\uff0c\u771f\u6b63\u4e0b\u6c89\u5230\u4e07\u5343\u5f02\u6784\u3001\u6027\u80fd\u53c2\u5dee\u7684\u7ec8\u7aef\u8bbe\u5907\u4e2d\uff0c\u5e76\u50ac\u751f\u51fa\u5fc5\u987b\u4f9d\u8d56\u672c\u5730\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u9690\u79c1\u4fdd\u969c\u7684\u6740\u624b\u7ea7\u5e94\u7528\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u53c8\u4e00\u4e2a\u5728\u6280\u672f\u72c2\u6b22\u8282\u4e0a\u70ab\u6280\uff0c\u5374\u96be\u4ee5\u8d70\u5165\u5bfb\u5e38\u767e\u59d3\u5bb6\u7684\u201c\u6982\u5ff5\u8f66\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\">LFM2.5<\/span>\n <\/div>\n<div class=\"comment-content\">LFM2.5 model family is Liquid AI’s most capable release yet for edge AI deployment. It builds on the LFM2 device-optimized architecture and represents a significant leap forward in building reliable agents on the edge.<\/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>Been following Liquid AI for quite a while, and their unwavering commitment to on-device models has always been impressive. Seeing them launch LFM2.5 <a href=\"https:\/\/x.com\/liquidai\/status\/2008385305288601970?s=20\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">alongside AMD at CES<\/a> feels like a definitive milestone, it perfectly integrates into the new wave of AI PCs.<\/p>\n<p>Fitting a full modal stack (Text, Vision, Audio) into the 1B parameter range is a smart move for edge constraints. The 8x speedup in the Audio model is a significant improvement for latency, and the specific optimizations for AMD and Qualcomm NPUs show that this is built for actual hardware.<\/p>\n<p>I really think 2026 is going to be the year on-device AI finally scales up.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It’s great to see on-device AI models. What are the minimum RAM requirements for LFM 2.5, and is it possible to run quantized versions?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Any idea how well this would run on a phone? Would love to try it without needing a full laptop setup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#8<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/EW7W5E2UDGVHPK\" class=\"app-title\">Forge CLI<\/a><\/p>\n<div class=\"one-liner\">Swarm agents optimize CUDA\/Triton for any HF\/PyTorch model<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">128<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Forge CLI\u901a\u8fc7\u5e76\u884c\u8fd0\u884c\u7684\u667a\u80fd\u4f53\u7fa4\uff08Swarm Agents\uff09\u81ea\u52a8\u4e3aPyTorch\u6216HuggingFace\u6a21\u578b\u751f\u6210\u9ad8\u5ea6\u4f18\u5316\u7684GPU\u5185\u6838\uff0c\u5728AI\u6a21\u578b\u63a8\u7406\u4e0e\u8bad\u7ec3\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u624b\u52a8\u4f18\u5316CUDA\/Triton\u5185\u6838\u96be\u5ea6\u5927\u3001\u8017\u65f6\u957f\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\/b17ddf02-eacd-4ead-9720-cb7acde78cc4.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/DTrB4oxN_KM\"><source src=\"https:\/\/youtu.be\/DTrB4oxN_KM\" 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\/de9c60f6-5670-41f3-ae32-8ed5af3fec27.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9b6ed99f-c204-40bd-939b-2dd5b3dc26ba.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0503e65f-b250-4c1a-a963-f5c884c61732.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b9516f66-11f1-4881-822b-87964c6f4b20.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\">Hardware<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4ee3\u7801\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">GPU\u52a0\u901f<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u7fa4<\/span><br \/>\n <span class=\"tag\">\u6a21\u578b\u7f16\u8bd1<\/span><br \/>\n <span class=\"tag\">\u6027\u80fd\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">CUDA<\/span><br \/>\n <span class=\"tag\">Triton<\/span><br \/>\n <span class=\"tag\">PyTorch<\/span><br \/>\n <span class=\"tag\">HuggingFace<\/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\u9ad8\u5ea6\u96c6\u4e2d\u5728\u201c\u667a\u80fd\u4f53\u7fa4\u201d\u8fd9\u4e00\u521b\u65b0\u6982\u5ff5\u4e0a\uff0c\u8ba4\u4e3a\u5176\u4ee3\u8868\u4e86\u6280\u672f\u524d\u6cbf\u8d8b\u52bf\u3002\u8bc4\u8bba\u666e\u904d\u8868\u8fbe\u4e86\u5bf9\u8be5\u6280\u672f\u65b9\u5411\u7684\u5174\u594b\u4e0e\u8ba4\u53ef\uff0c\u4f46\u76ee\u524d\u6682\u65e0\u5177\u4f53\u7684\u529f\u80fd\u6027\u8d28\u7591\u6216\u6539\u8fdb\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Forge CLI\u5c06\u5f53\u4e0b\u70ed\u95e8\u7684\u201cAI\u667a\u80fd\u4f53\u201d\u6982\u5ff5\uff0c\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u9ad8\u58c1\u5792\u3001\u9ad8\u4ef7\u503c\u7684\u4e13\u4e1a\u9886\u57df\uff1aGPU\u5185\u6838\u4f18\u5316\u3002\u5176\u5ba3\u79f0\u7684\u201c32\u4e2a\u5e76\u884cCoder+Judge\u667a\u80fd\u4f53\u7ade\u4e89\u201d\u5e76\u975e\u8425\u9500\u5671\u5934\uff0c\u800c\u662f\u5c06\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4ee3\u7801\u751f\u6210\u4e0e\u8bc4\u5224\u80fd\u529b\uff0c\u7cfb\u7edf\u6027\u5730\u5de5\u7a0b\u5316\u4e3a\u4e00\u4e2a\u81ea\u52a8\u5316\u7684\u4f18\u5316\u641c\u7d22\u7cfb\u7edf\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u7528AI\u7684\u201c\u66b4\u529b\u641c\u7d22\u201d\u4e0e\u201c\u8fed\u4ee3\u8fdb\u5316\u201d\u80fd\u529b\uff0c\u6311\u6218\u4f20\u7edf\u624b\u5de5\u4f18\u5316\u4e0e\u7f16\u8bd1\u5668\u81ea\u52a8\u8c03\u4f18\uff08\u5982`torch.compile`\uff09\u7684\u5929\u82b1\u677f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u667a\u80fd\u4f53\u201d\u8fd9\u4e2a\u6807\u7b7e\uff0c\u800c\u5728\u4e8e\u5b83\u53ef\u80fd\u5c06\u9876\u5c16GPU\u5de5\u7a0b\u5e08\u7684\u4f18\u5316\u7ecf\u9a8c\u4e0e\u76f4\u89c9\uff0c\u7f16\u7801\u4e3a\u667a\u80fd\u4f53\u7684\u8bc4\u5224\u51c6\u5219\u4e0e\u7ade\u4e89\u673a\u5236\uff0c\u4ece\u800c\u5c06\u4e13\u5bb6\u7ea7\u4f18\u5316\u80fd\u529b\u4ea7\u54c1\u5316\u3001\u6c11\u4e3b\u5316\u3002\u201c\u5bf9\u4efb\u4f55HF\/PyTorch\u6a21\u578b\u201d\u7684\u627f\u8bfa\uff0c\u5219\u7784\u51c6\u4e86\u6a21\u578b\u90e8\u7f72\u4e2d\u788e\u7247\u5316\u3001\u957f\u5c3e\u5316\u7684\u4f18\u5316\u9700\u6c42\u75db\u70b9\u3002\u6562\u4e8e\u63d0\u51fa\u201c\u4e0d\u4f18\u4e8e`torch.compile`\u5219\u5168\u989d\u9000\u6b3e\u201d\uff0c\u5c55\u73b0\u4e86\u56e2\u961f\u5bf9\u6280\u672f\u6548\u679c\u7684\u5f3a\u81ea\u4fe1\uff0c\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u6781\u5177\u51b2\u51fb\u529b\u7684\u5e02\u573a\u5ba3\u8a00\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u6311\u6218\u540c\u6837\u5c16\u9510\uff1a97.6%\u7684\u6b63\u786e\u7387\u5728\u4e25\u82db\u7684\u751f\u4ea7\u73af\u5883\u4e2d\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u4f18\u5316\u8fc7\u7a0b\u7684\u8ba1\u7b97\u6210\u672c\uff08\u7531\u8c01\u627f\u62c5\uff09\u662f\u5426\u53ef\u63a7\uff1f\u751f\u6210\u7684\u590d\u6742\u5185\u6838\u7684\u53ef\u7ef4\u62a4\u6027\u4e0e\u53ef\u8c03\u8bd5\u6027\u5982\u4f55\uff1f\u5b83\u76ee\u524d\u66f4\u50cf\u4e00\u4e2a\u6548\u679c\u5f3a\u52b2\u7684\u201c\u9ed1\u76d2\u201d\u4e13\u5bb6\u7cfb\u7edf\uff0c\u5176\u7a33\u5b9a\u6027\u3001\u6cdb\u5316\u80fd\u529b\u53ca\u4e0e\u73b0\u6709\u5de5\u5177\u94fe\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5c06\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u4ece\u6280\u672f\u6f14\u793a\u8d70\u5411\u751f\u4ea7\u6838\u5fc3\u7684\u5173\u952e\u3002\u5982\u679c\u6210\u529f\uff0c\u5b83\u9884\u793a\u7684\u4e0d\u4ec5\u662f\u7f16\u8bd1\u5668\u7684\u5347\u7ea7\uff0c\u66f4\u662f\u5f00\u53d1\u8303\u5f0f\u7684\u8f6c\u53d8\uff1a\u4ece\u201c\u7f16\u5199\u4ee3\u7801\u201d\u5230\u201c\u8bbe\u5b9a\u76ee\u6807\uff0c\u7531\u667a\u80fd\u4f53\u7ade\u8d5b\u6027\u5b9e\u73b0\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\">Forge CLI<\/span>\n <\/div>\n<div class=\"comment-content\">Forge generates optimized GPU kernels from any PyTorch or HuggingFace model. 32 parallel Coder+Judge agents compete to find the fastest CUDA\/Triton implementation. Up to 5\u00d7 faster than torch.compile(mode=’max-autotune’) with 97.6% correctness. Enter HuggingFace model ID, get optimized kernels for every layer. Powered by optimized NVIDIA Nemotron 3 Nano 30B at 250k tokens\/sec. “Full refund if we don’t beat torch.compile”<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">2025 was the year of AI agents. 2026 will be the year of swarm agents.<br \/>\nForge is how we’re starting it<\/p>\n<p>32 agents competing in parallel to optimize your GPU kernels. Enter a HuggingFace model ID, get optimized CUDA\/Triton for every layer. “Full refund if we don’t beat torch.compile”<\/p>\n<p>Would love your feedback:D<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>11<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">What a beautiful swarm agents \ud83e\udd17<\/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<\/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\/KYKL4OZEIX5AF7\" class=\"app-title\">Ray<\/a><\/p>\n<div class=\"one-liner\">An AI trainer that plans + adapts your workouts in real-time<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">124<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Ray\u662f\u4e00\u6b3eAI\u5065\u8eab\u6559\u7ec3\u5e94\u7528\uff0c\u901a\u8fc7\u5b9e\u65f6\u8bed\u97f3\u6307\u5bfc\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u8ba1\u6570\uff0c\u5728\u5bb6\u5ead\u3001\u65c5\u884c\u7b49\u788e\u7247\u5316\u573a\u666f\u4e2d\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u3001\u53ef\u52a8\u6001\u8c03\u6574\u7684\u8bad\u7ec3\u8ba1\u5212\uff0c\u89e3\u51b3\u4e86\u5065\u8eab\u5165\u95e8\u96be\u548c\u56e0\u65e5\u7a0b\u591a\u53d8\u96be\u4ee5\u575a\u6301\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\/94be4664-aa40-43b1-b71e-b0030313f0af.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/514cb7be-b9ce-4013-a678-cfa4306c4f01.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0d476ed2-f55f-49d9-88b5-4b2510190825.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\/c6d1026a-261a-455d-9520-0ab86c4a1271.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Qvx02T0BEoE\"><source src=\"https:\/\/www.youtube.com\/watch?v=Qvx02T0BEoE\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Fitness<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5065\u8eab\u6559\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u8bed\u97f3\u6307\u5bfc<\/span><br \/>\n <span class=\"tag\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/span><br \/>\n <span class=\"tag\">\u9002\u5e94\u6027\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u529b\u91cf\u8bad\u7ec3<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u884c\u4e3a\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u626c\u5176\u9002\u5e94\u6027\u3001\u4fbf\u6377\u6027\u548c\u964d\u4f4e\u51b3\u7b56\u75b2\u52b3\uff0c\u6709\u6548\u5e2e\u52a9\u5efa\u7acb\u4e60\u60ef\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u56fd\u9645\u53ef\u7528\u6027\u4e0d\u8db3\uff08\u5982\u82f1\u56fd\u3001\u7f57\u9a6c\u5c3c\u4e9a\u3001\u5370\u5ea6\u65e0\u6cd5\u4e0b\u8f7d\uff09\u548c\u7f3a\u4e4f\u5b89\u5353\u7248\u672c\u3002\u5f00\u53d1\u8005\u56de\u5e94\u5b89\u5353\u7248\u5df2\u5728\u89c4\u5212\uff0c\u56fd\u9645\u6269\u5c55\u56e0\u77ed\u4fe1\u529f\u80fd\u4f9d\u8d56\u7f8e\u56fd\u901a\u4fe1\u7cfb\u7edf\u800c\u9762\u4e34\u6311\u6218\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 Ray\u5e76\u975e\u53c8\u4e00\u4e2a\u7b80\u5355\u7684\u5065\u8eab\u89c6\u9891\u5e93\u6216\u8ba1\u5212\u5217\u8868\u5668\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u670d\u52a1\u8bbe\u8ba1\u201d\u601d\u7ef4\u6df1\u5ea6\u690d\u5165\u4ea7\u54c1\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u95ed\u73af\u7684\u3001\u62df\u4eba\u5316\u7684\u201c\u51b3\u7b56-\u6267\u884c-\u53cd\u9988-\u8c03\u6574\u201d\u7cfb\u7edf\uff0c\u4ece\u800c\u7cbe\u51c6\u6253\u51fb\u4e86\u5927\u4f17\u5065\u8eab\u7684\u6838\u5fc3\u969c\u788d\uff1a\u51b3\u7b56\u75b2\u52b3\u4e0e\u751f\u6d3b\u4e0d\u53ef\u9884\u6d4b\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5927\u591a\u6570\u5065\u8eab\u5e94\u7528\u8981\u4e48\u63d0\u4f9b\u50f5\u5316\u7684\u56fa\u5b9a\u8ba1\u5212\uff0c\u8981\u4e48\u63d0\u4f9b\u6d77\u91cf\u9009\u62e9\u5c06\u51b3\u7b56\u538b\u529b\u629b\u56de\u7528\u6237\u3002Ray\u7684\u7a81\u7834\u5728\u4e8e\u7528AI\u627f\u62c5\u4e86\u201c\u79c1\u4eba\u6559\u7ec3\u201d\u7684\u6838\u5fc3\u667a\u529b\u52b3\u52a8\uff1a\u57fa\u4e8e\u76ee\u6807\u3001\u9650\u5236\u548c\u5b9e\u65f6\u53cd\u9988\u8fdb\u884c\u52a8\u6001\u7f16\u7a0b\u3002\u8fd9\u610f\u5473\u7740\u7528\u6237\u4ece\u201c\u8ba1\u5212\u6267\u884c\u8005\u201d\u8f6c\u53d8\u4e3a\u201c\u72b6\u6001\u63d0\u4f9b\u8005\u201d\uff0c\u5b9e\u73b0\u4e86\u8ba4\u77e5\u5378\u8f7d\u3002\u5176\u8ba1\u7b97\u673a\u89c6\u89c9\u8ba1\u6570\u548c\u5b9e\u65f6\u8bed\u97f3\u6307\u5bfc\uff0c\u5219\u5c06\u8fd9\u79cd\u81ea\u52a8\u5316\u4ece\u8ba1\u5212\u5c42\u5ef6\u4f38\u81f3\u6267\u884c\u5c42\uff0c\u521b\u9020\u4e86\u6c89\u6d78\u5f0f\u7684\u201c\u88ab\u6559\u7ec3\u201d\u4f53\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7528\u6237\u8bc4\u8bba\u4e2d\u201c\u5173\u95ed\u5927\u8111\u201d\u3001\u201c\u89e3\u51b3\u2018\u4eca\u5929\u7ec3\u4ec0\u4e48\u2019\u95ee\u9898\u201d\u7b49\u53cd\u9988\uff0c\u76f4\u63a5\u5370\u8bc1\u4e86\u8fd9\u4e00\u4ef7\u503c\u7684\u6709\u6548\u6027\u3002\u9ad8\u7559\u5b58\u6570\u636e\uff082\u6b21\u8bad\u7ec3\u540e\u901a\u5e38\u8fdb\u884c10\u6b21\uff09\u8868\u660e\uff0c\u5b83\u901a\u8fc7\u964d\u4f4e\u542f\u52a8\u95e8\u69db\u548c\u9002\u5e94\u751f\u6d3b\u6ce2\u52a8\uff0c\u6210\u529f\u5d4c\u5165\u4e86\u7528\u6237\u7684\u751f\u6d3b\u8282\u594f\uff0c\u8fd9\u6b63\u662f\u4e60\u60ef\u517b\u6210\u4ea7\u54c1\u7684\u9ec4\u91d1\u6307\u6807\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5df2\u6d6e\u73b0\u3002\u9996\u5148\uff0c\u91cd\u5ea6\u4f9d\u8d56\u8bed\u97f3\u4ea4\u4e92\u548c\u77ed\u4fe1\u63d0\u9192\u7684\u6a21\u5f0f\uff0c\u5728\u56fd\u9645\u5316\u65f6\u5c06\u9762\u4e34\u6587\u5316\u9002\u914d\u4e0e\u901a\u4fe1\u57fa\u7840\u8bbe\u65bd\u7684\u786c\u7ea6\u675f\u3002\u5176\u6b21\uff0c\u5f53\u524d\u201c\u65b0\u624b\u53cb\u597d\u201d\u7684\u5b9a\u4f4d\u83b7\u5f97\u9a8c\u8bc1\uff0c\u4f46\u5411\u201c\u4e13\u5bb6\u6d41\u201d\u62d3\u5c55\u65f6\uff0cAI\u7f16\u7a0b\u7684\u590d\u6742\u6027\u548c\u79d1\u5b66\u6027\u5c06\u9762\u4e34\u66f4\u4e25\u82db\u7684\u8003\u9a8c\u3002\u6700\u540e\uff0c\u5176\u6a21\u5f0f\u672c\u8d28\u4e0a\u662f\u7528\u6807\u51c6\u5316\u7b97\u6cd5\u6a21\u62df\u4e2a\u6027\u5316\u670d\u52a1\uff0c\u5982\u4f55\u907f\u514d\u7528\u6237\u65b0\u9c9c\u611f\u892a\u53bb\u540e\u9677\u5165\u91cd\u590d\u6a21\u5f0f\uff0c\u6301\u7eed\u63d0\u4f9b\u957f\u671f\u4ef7\u503c\uff0c\u662f\u6301\u7eed\u589e\u957f\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n Ray\u7684\u542f\u793a\u5728\u4e8e\uff0c\u4e0b\u4e00\u4ee3\u5065\u5eb7\u79d1\u6280\u7684\u6210\u529f\u5173\u952e\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u62e5\u6709\u66f4\u4e30\u5bcc\u7684\u201c\u5185\u5bb9\u201d\uff0c\u800c\u5728\u4e8e\u62e5\u6709\u66f4\u667a\u80fd\u3001\u66f4\u4f53\u8d34\u7684\u201c\u4e0a\u4e0b\u6587\u7406\u89e3\u201d\u4e0e\u201c\u51b3\u7b56\u4ee3\u7406\u201d\u80fd\u529b\u3002\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u4f19\u4f34\u3002\u4f46\u5176\u672a\u6765\u7684\u5929\u82b1\u677f\uff0c\u5c06\u53d6\u51b3\u4e8e\u7b97\u6cd5\u6df1\u5ea6\u3001\u79d1\u5b66\u4e25\u8c28\u6027\u4e0e\u89c4\u6a21\u5316\u4e2a\u6027\u5316\u4e4b\u95f4\u7684\u5e73\u8861\u827a\u672f\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\">Ray<\/span>\n <\/div>\n<div class=\"comment-content\">Meet Ray, your new personal trainer. You work with Ray like you’d work with a human trainer; tell Ray your goals, restrictions, or injuries, and it develops a custom plan for you. During workouts, Ray coaches you through every set with real-time voice guidance while computer vision counts your reps. And Ray adjusts on the fly. Short on time? Different equipment? Ray’s got you. It’s the flexibility of a personal trainer, available anytime, anywhere.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>We created Ray because we wanted to make it easier (and less intimidating) for more people to exercise regularly.<\/p>\n<p>Here’s the thing: strength training is one of the best things you can do for your long-term health\u2014but most fitness apps are built for people who already know what they’re doing. We wanted to build a personal trainer for everyone else. Someone to guide you, adapt to you, and help you build better habits.<\/p>\n<p>A bit about me: I’ve spent many years creating products and experiences for people at places like IDEO, Formlabs, and PillPack. At PillPack, we focused on helping people take their medications regularly. That experience taught me a lot about building products that help build healthy behaviors. Ray is the same mission, different habit.<\/p>\n<p>Where we are today:<br \/>\ud83d\udcf1 Live for 8 months<br \/>\u2b50 4.88 rating in the App Store<br \/>\ud83c\udfcb\ufe0f Thousands of people trained<br \/>\ud83d\udcaa Users rate our workouts 4.7 on average<br \/>\ud83d\udd01 If someone does 2 workouts, they usually do 10\u2014that retention makes us incredibly proud<\/p>\n<p>What makes Ray different:<br \/>\ud83d\udde3\ufe0f Talk to Ray like a trainer\u2014set goals, mention injuries, change your workout mid-session<br \/>\ud83c\udfa7 Real-time voice coaching guides you through every set<br \/>\ud83e\udde8 Dynamic Programming understands what you’ve been training and focuses on the right areas of your body <br \/>\ud83c\udfaf Programming focuses on strength training, light conditioning, & stretching<br \/>\ud83d\udcf7 Computer vision counts your reps on core exercises<br \/>\u26a1 Adjusts on the fly\u2014short on time, different equipment, just tell Ray<br \/>\ud83e\udde0 Detects unfamiliar exercises and walks you through them<br \/>\ud83d\udcf2 Syncs with Apple Health to understand your other activities<br \/>\ud83d\udcac Text nudges to keep you consistent<\/p>\n<p>We’d love your feedback:<br \/>Everyone trains differently. Ray is early in its journey, and right now, we have proven flows focused on helping newer users navigate fitness. And we’re adding more expert flows and features soon. We’d love to hear how Ray could better adapt to your style\u2014and where you’d like to see the product go.<\/p>\n<p>Give Ray a try and let us know what you think!<br \/>Colin + the Ray team (7 of us in Cambridge, MA) \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>10<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@colin_raney\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@colin_raney<\/a> Ray has taken over my fitness life. The only app I use every day. I am probably biased. But it\u2019s completely changed how I exercise and increased the consistency. It\u2019s not one feature. It\u2019s all the service design touch points and how they come together to create a true personal trainer in an app. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@colin_raney\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@colin_raney<\/a> This actually feels like it solves the real fitness problem \u2014 decision fatigue. Love how adaptive the experience is instead of just throwing more workouts at users.<\/p>\n<p>2.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@colin_raney\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@colin_raney<\/a> The real-time adjustments are impressive. Most apps break the moment life gets unpredictable \u2014 this feels built for that reality<\/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>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a working mom with a very full plate day-to-day, Ray has been a godsend…and it’s shifted a persistent blocker in my brain around daily movement. I’ve found that fitting in a 20 minute workout when \/ where I can makes a world of difference in keeping me consistent\u2014especially because I’m a recovering perfectionist and former “all or nothing” gym go-er, which had proven totally unsustainable for my current phase of life and evolving mindset around movement. I want to live a long and healthy life with strength and mobility at the forefront, and Ray has shown up as a true partner in helping me build new habits that support this mindset. Ray also takes real-time feedback well, if I have small notes to share about my experience after a workout. My daughter even joined me for a couple of sessions at home over the holidays, which was a lot of fun. \ud83d\ude42 Excited to keep it going in 2026, and to see how Ray continues to evolve. <\/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\/@jordan_bresler\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jordan_bresler<\/a> aww TY Jordan, appreciate you.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This app solves the huge issue of \u201cwhat do I do today\u201d. I literally talk to it and in 30seconds I have a custom workout. I shut my brain off and let it do its thing. <\/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\/@jeff_ledell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeff_ledell<\/a> TBH, letting Ray make all the decisions is the best part!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 <a href=\"https:\/\/www.producthunt.com\/@colin_raney\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"colin_raney\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@colin_raney<\/a> and team! I know Colin personally, but I\u2019ve been using Ray on my own and it\u2019s the first time I\u2019ve been consistent and excited about home strength training. Feels like a trainer in your ear, works great with music, and love how it adapts to time, equipment, and anything else you throw at it. Excited to see it grow!<\/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\/@jeffvlahos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jeffvlahos<\/a> thank you Jeff!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Ray is the best! My partner and I have been using Ray for a few months now, and we love how versatile the workouts are, depending on what we need that day. Excited for what’s to come in 2026!<\/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\/@charlotte_whalen\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@charlotte_whalen<\/a> Thank you Charlotte!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very excited about Ray!<\/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\/@iliya_valchanov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@iliya_valchanov<\/a> thank you! \ud83d\ude4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks like a great app, however not yet available to download in the UK. Will it be coming here anytime soon?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@joshh_founder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joshh_founder<\/a> Hopefully later this year? The main hurdle is that Ray does a lot over text, and we have to figure out what that means outside the US cell system<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Very Nice. Also loved the way website is designed. Any plans for an android ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@bekjon_ibragimov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bekjon_ibragimov<\/a> Thanks for the kind words. We definitely have Android on the road map. (My cofounder, <a href=\"https:\/\/www.linkedin.com\/in\/richminer\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Rich<\/a> was one of the co-founders of Android…so it’s got to happen \ud83d\ude09)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’d like to download it but I am unable to from Romania!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Ray is AMAZING. Super simple to follow and the most important part, it fits my life. Yes, I know I should set up a schedule and follow it with discipline. But that is not how my life is at the moment. With Ray, I have been able to exercise at home when I couldn’t run, at 11pm when I didn’t have time during my day, in my hotel room when I was traveling, shortened my exercise time when it was too much. I love the text suggestions and facts that it drops every few days. Love that I can work out with my music and no equipment and there are other options when I do have equipment! I started with only 20 minutes 3 times a week and I can feel the difference. I would never have that flexbility with a trainer. Thanks Colin and team. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I am at session 29 and I’m finally getting into a routine, the personalized voice experience really makes a difference. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Ray has been such a game changer when it comes to staying consistent with workouts. There’s no more fussiness when it comes to figuring out your workout and the tailored customizations creates a more joyous and personable experience. Love the friendly reminders and enjoy the “post-mortem” that lets you honestly reflect on how the workout was. As I look to lean more into weightlifting in 2026, I can’t wait to have Ray as a sidekick in the gym! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Ray is great, allows to customize workouts. I am recovering from an injury and Ray was able to tailor the workout to my specifications. I like how there are video looped to show proper form. Great work to the Ray team! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It is not available in the Apple App Store for India. Any plans to make it available? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pravin_b_gadekar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pravin_b_gadekar<\/a> Hope so one day soon!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/MIGL4KQNDR2U2M\" class=\"app-title\">Habi<\/a><\/p>\n<div class=\"one-liner\">Turn your calendar events into habits<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">118<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Habi\u662f\u4e00\u6b3e\u5c06\u65e5\u5386\u4e8b\u4ef6\u8f6c\u5316\u4e3a\u4e60\u60ef\u8ffd\u8e2a\u5de5\u5177\u7684\u5e94\u7528\uff0c\u901a\u8fc7\u5728\u65e5\u7a0b\u4e2d\u76f4\u63a5\u9644\u52a0\u5f85\u529e\u6e05\u5355\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u56e0\u4e8b\u9879\u5206\u6563\u800c\u9057\u5fd8\u51c6\u5907\u7269\u54c1\u6216\u6b65\u9aa4\u7684\u75db\u70b9\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u89c4\u5f8b\u6027\u6d3b\u52a8\u573a\u666f\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fdf526fc-c2b1-4e5b-b206-8e02cccc4ae3.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\/6b054709-3e47-4d2e-8aba-fb875f8cccd8.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\/de7fcbaa-ccac-40fe-a860-75ee57c691b2.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\/d35d00f2-988c-4d33-8d2b-18a4eaa1ac25.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\/b8c664ee-97b3-42d8-9b46-7657f67cd188.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\/d16898bf-9c80-4e77-bdf3-f278fe4efcee.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\/f6ec24d7-c3c3-4da0-a8c8-70aefaab99c6.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\/f28a05e0-a7d1-48c6-a0b5-1b032b7222b0.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Health & Fitness<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Calendar<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e60\u60ef\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u65e5\u5386\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u5f85\u529e\u6e05\u5355<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u756a\u8304\u949f<\/span><br \/>\n <span class=\"tag\">\u5bb6\u5ead\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u6548\u7387<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8d5e\u8d4f\u5176\u72ec\u7279\u521b\u610f\u3001\u5bb6\u5ead\u534f\u4f5c\u6545\u4e8b\u53ca\u89c6\u89c9\u8bbe\u8ba1\u3002\u4e3b\u8981\u53cd\u9988\u662f\u671f\u5f85Android\u548cMac\u7248\u672c\u3002\u5f00\u53d1\u8005\u56de\u590d\u79f0\u5df2\u5728\u5f00\u53d1\u4e2d\uff0c\u5e76\u900f\u9732\u54c1\u724c\u7531\u59bb\u5b50\u8d1f\u8d23\u3002\u53e6\u6709\u7528\u6237\u53d7\u542f\u53d1\u63d0\u51fa\u4e86\u884d\u751f\u521b\u610f\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 Habi\u7684\u6838\u5fc3\u7406\u5ff5\u201c\u65e5\u5386\u4e8b\u4ef6\u5373\u4e60\u60ef\u201d\u770b\u4f3c\u5fae\u521b\u65b0\uff0c\u5b9e\u5219\u89e6\u53ca\u4e86\u6548\u7387\u5de5\u5177\u7684\u4e00\u4e2a\u5173\u952e\u65ad\u5c42\uff1a\u8ba1\u5212\uff08\u65e5\u5386\uff09\u4e0e\u6267\u884c\uff08\u4e60\u60ef\/\u51c6\u5907\u52a8\u4f5c\uff09\u7684\u5272\u88c2\u3002\u5b83\u6ca1\u6709\u521b\u9020\u65b0\u6570\u636e\uff0c\u800c\u662f\u5145\u5f53\u4e86\u73b0\u6709\u65e5\u7a0b\u6570\u636e\u7684\u201c\u589e\u5f3a\u5c42\u201d\uff0c\u901a\u8fc7\u9644\u52a0\u8f7b\u91cf\u7ea7\u6e05\u5355\uff0c\u5c06\u62bd\u8c61\u7684\u65e5\u7a0b\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u3001\u53ef\u8ffd\u8e2a\u7684\u5177\u4f53\u6b65\u9aa4\u3002\u8fd9\u6bd4\u901a\u7528\u4e60\u60ef\u8ffd\u8e2a\u5668\u66f4\u573a\u666f\u5316\uff0c\u6bd4\u65e5\u5386\u5907\u6ce8\u66f4\u7ed3\u6784\u5316\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u53ef\u80fd\u5e76\u975e\u6280\u672f\uff0c\u800c\u662f\u5176\u8574\u542b\u7684\u201c\u5bb6\u5ead\u534f\u4f5c\u201d\u53d9\u4e8b\u4e0e\u60c5\u611f\u8bbe\u8ba1\u3002\u521b\u59cb\u6545\u4e8b\u63ed\u793a\u4e86\u771f\u5b9e\u75db\u70b9\u6765\u6e90\uff0c\u4f7f\u4ea7\u54c1\u5145\u6ee1\u4eba\u60c5\u5473\uff0c\u8fd9\u5728\u5176\u54c1\u724c\u5f62\u8c61\u548c\u7528\u6237\u8bc4\u8bba\u4e2d\u5df2\u83b7\u8ba4\u53ef\u3002\u4f46\u8fd9\u4e5f\u5e26\u6765\u6311\u6218\uff1a\u4ece\u201c\u4e3a\u5973\u513f\u7bee\u7403\u7ec3\u4e60\u51c6\u5907\u7269\u54c1\u201d\u8fd9\u4e00\u5177\u4f53\u573a\u666f\uff0c\u6269\u5c55\u5230\u66f4\u5e7f\u6cdb\u7684\u901a\u7528\u6548\u7387\u9700\u6c42\u65f6\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u80fd\u5426\u6301\u7eed\u950b\u5229\uff1f\u9879\u76ee\u7ba1\u7406\u548c\u756a\u8304\u949f\u529f\u80fd\u7684\u52a0\u5165\uff0c\u663e\u9732\u51fa\u5411\u4e3b\u6d41\u6548\u7387\u5de5\u5177\u9760\u62e2\u7684\u503e\u5411\uff0c\u8fd9\u53ef\u80fd\u6a21\u7cca\u5176\u6700\u521d\u201c\u4e8b\u4ef6\u5373\u4e60\u60ef\u201d\u7684\u7280\u5229\u7126\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5f53\u524d\u9636\u6bb5\uff0c\u5176\u4f18\u52bf\u5728\u4e8e\u5207\u5165\u70b9\u72ec\u7279\u3001\u7528\u6237\u4f53\u9a8c\u805a\u7126\u3002\u82e5\u60f3\u7a81\u7834\uff0c\u9700\u5728\u6df1\u5316\u65e5\u5386\u751f\u6001\u6574\u5408\uff08\u5982\u4e0e\u66f4\u591a\u65e5\u5386\u670d\u52a1\u6df1\u5ea6\u4e92\u901a\uff09\u4e0e\u4fdd\u6301\u6781\u81f4\u8f7b\u91cf\u5316\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u3002Android\u7248\u672c\u7684\u7f3a\u5931\u662f\u660e\u663e\u7684\u589e\u957f\u74f6\u9888\u3002\u603b\u4f53\u800c\u8a00\uff0cHabi\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u201c\u6548\u7387\u589e\u5f3a\u201d\u601d\u8def\uff0c\u4f46\u5176\u957f\u671f\u6210\u529f\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u6269\u5927\u529f\u80fd\u8303\u56f4\u7684\u540c\u65f6\uff0c\u575a\u5b88\u89e3\u51b3\u6838\u5fc3\u75db\u70b9\u7684\u7b80\u6d01\u6027\uff0c\u907f\u514d\u6ca6\u4e3a\u53c8\u4e00\u4e2a\u529f\u80fd\u6742\u7cc5\u7684\u6548\u7387\u5e94\u7528\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\">Habi<\/span>\n <\/div>\n<div class=\"comment-content\">Unlike other habit trackers, our app fully integrates with your calendar. You can link events such as gym sessions and attach checklists of things you need to do or bring. For example: – Take your sports glasses – Fill your water bottle – Bring your basketball shoes Turning calendar events into habits is something truly unique to our app. In addition to these unique features, we offer classic habit tracking, as well as alternative workflows through project creation and Pomodoro timers.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">This is my first Vibe Coded App. I’ve been building it with my daughter and wifeThis app started with my daughter forgetting her water bottle again \ud83d\ude05<\/p>\n<p>She would be ready for basketball practice and right as we were heading out the door something was missing. Sometimes it was her water bottle. Sometimes her sports eyewear. Sometimes even the right shoes. We tried reminders, notes, and habit trackers, but nothing really stuck because practice was already on the calendar while the things to remember lived somewhere else.<\/p>\n<p>So we followed the vibe and built a small solution together.<\/p>\n<p>What if calendar events were habits? What if basketball practice automatically came with a checklist like water bottle, sports glasses, and shoes every single time?<\/p>\n<p>What if we can share the same event on our different devices?<\/p>\n<p>That idea turned into “Habi – Habit Tracker”. Now her practices show up with everything she needs and those small wins slowly became a real routine.<\/p>\n<p>Built with my wife and daughter and shipped through lots of trial and error. We\u2019re still improving it every day and would love to hear what you think. If you like it, we\u2019d really appreciate it if you downloaded the app and gave us a push \ud83d\udc4b<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>7<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sa6ry\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sa6ry<\/a> you designer is a master! Where did you find such a cure app hero?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great product! Just wondering if you have any plans for an Android version of the Habi app. Would love to try it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<a href=\"https:\/\/www.producthunt.com\/@vikingkarwur\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vikingkarwur<\/a> , We are working on Android & Native Mac version and should be released within the next months.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 way to address habits tracking. Loved the identity and how it looks. Wish you all the best here Ahmed!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thanks<a href=\"https:\/\/www.producthunt.com\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> , Shout out to my wife “Sarah Ragab” who is driving the branding <a href=\"https:\/\/www.habi.app\/company\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.habi.app\/company<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I have an idea for a side product “hubby” \u2013 a calendar that remembers beautiful moments, anniversaries and much more with your love! \ud83d\ude00 People can make a habit from love. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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> Very nice idea! I\u2019ve built something very similar to this. Through Habi – Habit Tracker -, users can link specific events like birthdays and anniversaries, attach reminders and checklists, share these events with friends and family, and even have them displayed on their homepage as widgets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#11<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/JKQ7EZDGSZRPDW\" class=\"app-title\">HueBuddy<\/a><\/p>\n<div class=\"one-liner\">AI-Powered Paint Mixing Tool for Artists & Art Students<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">103<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>HueBuddy\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u5b9e\u4f53\u989c\u6599\u6df7\u5408\u5de5\u5177\uff0c\u827a\u672f\u5bb6\u6216\u827a\u672f\u5b66\u751f\u901a\u8fc7\u4e0a\u4f20\u7167\u7247\uff0c\u5373\u53ef\u83b7\u5f97\u57fa\u4e8e\u771f\u5b9e\u7269\u7406\u989c\u6599\u7684\u7cbe\u786e\u6df7\u5408\u914d\u65b9\uff0c\u89e3\u51b3\u4e86\u4ed6\u4eec\u5728\u4f20\u7edf\u8c03\u8272\u8fc7\u7a0b\u4e2d\u4f9d\u8d56\u7ecf\u9a8c\u3001\u8bd5\u9519\u6210\u672c\u9ad8\u4e14\u96be\u4ee5\u7cbe\u51c6\u590d\u73b0\u7406\u60f3\u8272\u5f69\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\/66660503-bd22-49af-8f13-efefea84342c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0c6ca5a4-05e2-4ba7-8037-06911199714c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3aba9d61-ada7-4b35-b302-acce9a96e22d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03ee1056-64c3-4603-8385-653a9fbed595.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e758735d-0cc7-4057-a243-541c12e103eb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b7f2eee1-2c0f-489f-abf1-3e8becdabdbc.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\">Art<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u827a\u672f\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u989c\u6599\u6df7\u5408<\/span><br \/>\n <span class=\"tag\">\u8272\u5f69\u5339\u914d<\/span><br \/>\n <span class=\"tag\">\u5b9e\u7528\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u827a\u672f\u6559\u80b2<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u751f\u4ea7\u529b<\/span><br \/>\n <span class=\"tag\">\u5b9e\u4f53\u5a92\u4ecb\u6570\u5b57\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5f00\u53d1\u8005\u81ea\u8ff0\u4ea7\u54c1\u6e90\u4e8e\u59bb\u5b50\uff08\u827a\u672f\u5bb6\uff09\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u9a8c\u8bc1\u4e86\u771f\u5b9e\u75db\u70b9\u3002\u7528\u6237\u80af\u5b9a\u5176\u89e3\u51b3\u590d\u6742\u8272\u5f69\u5339\u914d\u7684\u521b\u610f\uff0c\u5e76\u660e\u786e\u8be2\u95ee\u6838\u5fc3\u529f\u80fd\uff08\u751f\u6210\u5b9e\u4f53\u989c\u6599\u6e05\u5355\uff09\u3002\u5f00\u53d1\u8005\u786e\u8ba4\u652f\u6301\u5bfc\u51fa\u8c03\u8272\u677f\u7528\u4e8e\u5b9e\u9645\u7ed8\u753b\uff0c\u63ed\u793a\u4e86\u4ea7\u54c1\u8fde\u63a5\u6570\u5b57\u4e0e\u7269\u7406\u4e16\u754c\u7684\u6838\u5fc3\u4ef7\u503c\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n HueBuddy\u770b\u4f3c\u662f\u4e00\u4e2a\u7cbe\u5de7\u7684\u201c\u914d\u8272\u65b9\u6848\u751f\u6210\u5668\u201d\uff0c\u4f46\u5176\u771f\u6b63\u7684\u950b\u8292\u5728\u4e8e\u5b83\u9009\u62e9\u4e86\u201c\u7269\u7406\u989c\u6599\u201d\u8fd9\u4e2a\u72ed\u7a84\u5374\u575a\u786c\u7684\u8d5b\u9053\u3002\u5b83\u6ca1\u6709\u505c\u7559\u5728\u7ed9\u51fa\u4e00\u4e2aPantone\u8272\u53f7\u6216RGB\u503c\u2014\u2014\u8fd9\u5bf9\u753b\u5bb6\u6beb\u65e0\u7528\u5904\u2014\u2014\u800c\u662f\u8bd5\u56fe\u89e3\u51b3\u4ece\u6570\u5b57\u7075\u611f\uff08\u7167\u7247\uff09\u5230\u5b9e\u4f53\u5a92\u4ecb\uff08\u7ba1\u88c5\u989c\u6599\uff09\u4e4b\u95f4\u90a3\u9053\u4ee4\u4eba\u5934\u75bc\u7684\u9e3f\u6c9f\u3002\u8fd9\u624d\u662f\u5176\u5ba3\u79f0\u7684\u201cAI\u8d4b\u80fd\u201d\u7684\u6838\u5fc3\uff1a\u4e0d\u662f\u751f\u6210\u827a\u672f\uff0c\u800c\u662f\u89e3\u6784\u827a\u672f\uff0c\u6210\u4e3a\u73b0\u5b9e\u4e16\u754c\u521b\u4f5c\u6d41\u7a0b\u7684\u201c\u9006\u5411\u5de5\u7a0b\u201d\u5de5\u5177\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\u51c6\u786e\u6027\u662f\u751f\u547d\u7ebf\u3002\u989c\u6599\u54c1\u724c\u3001\u57fa\u5e95\u6750\u8d28\u3001\u5e72\u71e5\u53d8\u5316\u7b49\u56e0\u7d20\u90fd\u4f1a\u5f71\u54cd\u6700\u7ec8\u8272\u6548\uff0c\u5176\u7b97\u6cd5\u6a21\u578b\u9700\u8981\u6d77\u91cf\u3001\u4e13\u4e1a\u7684\u5b9e\u6d4b\u6570\u636e\u5582\u517b\uff0c\u8fd9\u5bf9\u521d\u521b\u9879\u76ee\u662f\u5de8\u5927\u58c1\u5792\u3002\u5176\u6b21\uff0c\u5b9e\u7528\u6027\u8fb9\u754c\u5f85\u8003\u3002\u5b83\u66f4\u9002\u5408\u4e19\u70ef\u3001\u6cb9\u753b\u7b49\u8986\u76d6\u529b\u5f3a\u7684\u5a92\u4ecb\uff0c\u800c\u5bf9\u6c34\u5f69\u7684\u900f\u660e\u5ea6\u3001\u56fd\u753b\u989c\u6599\u7684\u7279\u6027\u53ef\u80fd\u675f\u624b\u65e0\u7b56\u3002\u8bc4\u8bba\u4e2d\u201c\u5bfc\u51fa\u8c03\u8272\u677f\u201d\u7684\u56de\u5e94\uff0c\u63ed\u793a\u4e86\u5b83\u5f53\u524d\u66f4\u504f\u5411\u4e00\u4e2a\u201c\u667a\u80fd\u914d\u65b9\u5361\u201d\uff0c\u5c1a\u672a\u4e0e\u989c\u6599\u8d2d\u4e70\u3001\u5e93\u5b58\u7ba1\u7406\u3001\u54c1\u724c\u9002\u914d\u7b49\u66f4\u6df1\u5c42\u7684 workflow \u96c6\u6210\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u591a\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u5207\u5165\u70b9\u8db3\u591f\u5177\u4f53\u548c\u201c\u4e0d\u6570\u5b57\u5316\u201d\u3002\u5b83\u627f\u8ba4\u5e76\u5c0a\u91cd\u5b9e\u4f53\u521b\u4f5c\u7684\u6df7\u6c8c\u6027\u4e0e\u7269\u8d28\u6027\uff0c\u8bd5\u56fe\u7528\u6570\u5b57\u5de5\u5177\u4e3a\u5176\u5efa\u7acb\u79e9\u5e8f\uff0c\u8fd9\u662f\u4e00\u79cd\u52a1\u5b9e\u7684\u201c\u589e\u5f3a\u201d\u800c\u975e\u201c\u53d6\u4ee3\u201d\u7684\u601d\u8def\u3002\u82e5\u5176\u80fd\u6301\u7eed\u8fed\u4ee3\uff0c\u4e0e\u4e3b\u6d41\u989c\u6599\u54c1\u724c\u5efa\u7acb\u6570\u636e\u5408\u4f5c\uff0c\u751a\u81f3\u5207\u5165\u827a\u672f\u6559\u80b2\u6216\u6750\u6599\u7535\u5546\uff0c\u65b9\u80fd\u5728\u201cAI\u7ed8\u753b\u201d\u6d2a\u6d41\u4e2d\uff0c\u5b88\u4f4f\u81ea\u5df1\u72ec\u7279\u7684\u3001\u670d\u52a1\u4e8e\u73b0\u5b9e\u521b\u4f5c\u7684\u5821\u5792\u3002\u76ee\u524d\uff0c\u5b83\u662f\u4e00\u4e2a\u503c\u5f97\u5173\u6ce8\u7684\u6700\u5c0f\u5316\u53ef\u884c\u4ea7\u54c1\uff08MVP\uff09\uff0c\u5176\u53d1\u5c55\u53d6\u51b3\u4e8e\u56e2\u961f\u5bf9\u827a\u672f\u5bb6\u5de5\u4f5c\u6d41\u7406\u89e3\u7684\u6df1\u5ea6\uff0c\u800c\u975e\u5355\u7eaf\u7684\u6280\u672f\u7cbe\u5ea6\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\">HueBuddy<\/span>\n <\/div>\n<div class=\"comment-content\">HueBuddy helps artists mix paint with confidence. Upload a photo and get precise, paint mixing recipes using real, physical pigments – not digital colour values.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunters, thanks for checking my launch. Quick backstory – I wanted to learn Cursor, asked my wife for an app idea, and this was something she actually wanted to use as an artist. HueBuddy is currently free, already has daily users, and we\u2019re shipping new features every month!<\/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\">Colour matching can be so complex, this seems like a smart idea<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>So will this give me a list of paints to mix for my custom palettes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@emiru84\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@emiru84<\/a> Yes exactly! You can export the palette and use it to mix your paints in real life.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\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 Daren, love that this came from your wife actually needing it. What was she struggling with as an artist that made her want this?<\/div>\n<div class=\"comment-actions\">\n<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\/@vouchy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vouchy<\/a> Thanks! She wanted the ability to quickly capture her palette mixing recipes by taking a photo of her artwork or mixing palette.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/TOUSIULWPSBTY4\" class=\"app-title\">Pillzy <\/a><\/p>\n<div class=\"one-liner\">Medication, Vitamin & Supplement Reminder<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">99<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Pillzy\u662f\u4e00\u6b3e\u901a\u8fc7\u667a\u80fd\u63d0\u9192\u3001\u7075\u6d3b\u89c4\u5212\u548c\u6e05\u6670\u8bb0\u5f55\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u65e5\u5e38\u751f\u6d3b\u5fd9\u788c\u4e2d\u6309\u65f6\u670d\u7528\u836f\u7269\u3001\u7ef4\u751f\u7d20\u548c\u8865\u5145\u5242\u7684\u5065\u5eb7\u7ba1\u7406\u5e94\u7528\uff0c\u89e3\u51b3\u4e86\u56e0\u9057\u5fd8\u6216\u8ba1\u5212\u6df7\u4e71\u5bfc\u81f4\u7684\u6f0f\u670d\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\/c6e637c7-47d3-4d01-b699-f8e22826f266.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2d6661df-a191-4467-b6d0-db68bdcfd5a4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/eaef25ed-ac59-484a-a03a-38bf315f5709.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3f759d6d-7e9e-4ffb-9e9f-2945a15e9f4d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a9b4d3ae-7283-4962-ab36-6fdd4f338624.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/011763ed-7924-4c0c-b34b-029d96c204b5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd496f75-695a-497e-bf66-6be6f18fef98.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d596841-2658-458b-b757-7dd4e1d758e9.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/66f1972f-cd60-4827-bfea-d26e2a2da73d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7fc795e0-d733-4d12-b530-a3719859f39a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d32dd7ba-0d28-4f49-909a-175356ddf528.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\">Calendar<\/span><br \/>\n <span class=\"tag\">Medical<\/span><br \/>\n <span class=\"tag\">Health<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u7528\u836f\u63d0\u9192<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u836f\u7269\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u8865\u5145\u5242\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u533b\u7597\u8f85\u52a9<\/span><br \/>\n <span class=\"tag\">\u4e60\u60ef\u517b\u6210<\/span><br \/>\n <span class=\"tag\">\u770b\u62a4\u5171\u4eab<\/span><br \/>\n <span class=\"tag\">\u4f9d\u4ece\u6027\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5065\u5eb7\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\u8ba4\u53ef\u5176\u89e3\u51b3\u771f\u5b9e\u75db\u70b9\u7684\u4ef7\u503c\uff0c\u8ba4\u4e3a\u73b0\u6709\u5e94\u7528\u5927\u591a\u7b28\u91cd\u590d\u6742\u3002\u5177\u4f53\u53cd\u9988\u5305\u62ec\uff1a\u8d5e\u8d4f\u5176\u4ece\u63d0\u9192\u8f6c\u5411\u201c\u89c4\u5212\u4e0e\u95ee\u8d23\u201d\u7684\u8bbe\u8ba1\u7406\u5ff5\uff1b\u6709\u7528\u6237\u63d0\u51fa\u5ba0\u7269\u7528\u836f\u9700\u6c42\uff1b\u4e5f\u6709\u7528\u6237\u81ea\u6211\u53cd\u601d\u6f0f\u670d\u884c\u4e3a\uff0c\u8868\u793a\u9700\u8981\u6b64\u5e94\u7528\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 Pillzy\u770b\u4f3c\u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u7684\u201c\u7528\u836f\u63d0\u9192\u201d\u8d5b\u9053\uff0c\u4f46\u5176\u4ea7\u54c1\u6f14\u8fdb\u8def\u5f84\u63ed\u793a\u4e86\u66f4\u6df1\u5c42\u7684\u6d1e\u5bdf\uff1a\u5b83\u5e76\u975e\u6b62\u6b65\u4e8e\u53c8\u4e00\u4e2a\u901a\u77e5\u5de5\u5177\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u4e2a\u4eba\u5065\u5eb7\u4f9d\u4ece\u6027\u7684\u201c\u884c\u4e3a\u77eb\u6b63\u4e2d\u67a2\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u8f6c\u79fb\u4f53\u73b0\u5728\u4e09\u5c42\uff1a\u4ece\u88ab\u52a8\u201c\u63d0\u9192\u201d\u5230\u4e3b\u52a8\u201c\u89c4\u5212\u201d\uff0c\u901a\u8fc7\u65e5\u5386\u89c6\u56fe\u8d4b\u4e88\u7528\u6237\u524d\u77bb\u6027\u63a7\u5236\u611f\uff1b\u4ece\u5355\u4e00\u201c\u8b66\u62a5\u201d\u5230\u53cc\u5411\u201c\u95ee\u8d23\u201d\uff0c\u7528\u201c\u5df2\u670d\/\u8df3\u8fc7\u201d\u7684\u7b80\u5355\u8bb0\u5f55\u6784\u5efa\u53cd\u9988\u95ed\u73af\uff0c\u76f4\u9762\u5065\u5eb7\u7ba1\u7406\u4e2d\u7684\u610f\u56fe\u4e0e\u884c\u52a8\u843d\u5dee\uff1b\u4ece\u201c\u79c1\u4eba\u65e5\u5fd7\u201d\u5230\u201c\u534f\u4f5c\u7f51\u7edc\u201d\uff0c\u901a\u8fc7\u53ef\u5206\u4eab\u62a5\u544a\u6253\u901a\u4e2a\u4eba\u5065\u5eb7\u7ba1\u7406\u4e0e\u4e13\u4e1a\u533b\u7597\u6216\u5bb6\u5ead\u770b\u62a4\u7684\u65ad\u5c42\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u5929\u82b1\u677f\u4e5f\u5728\u4e8e\u6b64\u3002\u5728\u529f\u80fd\u5c42\u9762\uff0c\u5b83\u4e0eiOS\u201c\u5065\u5eb7\u201d\u7b49\u539f\u751f\u5e94\u7528\u53ca\u836f\u623f\u9644\u9001\u670d\u52a1\u7684\u5dee\u5f02\u5316\u62a4\u57ce\u6cb3\u4ecd\u9700\u52a0\u56fa\uff0c\u5c24\u5176\u5728\u6570\u636e\u6df1\u5ea6\uff08\u5982\u4e0e\u7535\u5b50\u5904\u65b9\u3001\u836f\u91cf\u5e93\u5b58\u8054\u52a8\uff09\u548c\u667a\u80fd\u6027\u4e0a\uff08\u5982\u57fa\u4e8e\u4f5c\u606f\u7684\u5b66\u4e60\u5f0f\u63d0\u9192\uff09\u3002\u5728\u5546\u4e1a\u6a21\u5f0f\u4e0a\uff0c\u9762\u5411\u666e\u901a\u6d88\u8d39\u8005\uff08\u7ef4\u751f\u7d20\u7ba1\u7406\uff09\u4e0e\u4e25\u8083\u533b\u7597\u60a3\u8005\uff08\u957f\u671f\u670d\u836f\uff09\u7684\u9700\u6c42\u9891\u8c31\u6781\u5bbd\uff0c\u4ea7\u54c1\u5b9a\u4f4d\u7684\u6a21\u7cca\u53ef\u80fd\u4f7f\u5176\u4e24\u9762\u53d7\u654c\uff1a\u524d\u8005\u4ed8\u8d39\u610f\u613f\u4f4e\uff0c\u540e\u8005\u5bf9\u53ef\u9760\u6027\u3001\u5408\u89c4\u6027\u8981\u6c42\u6781\u9ad8\u3002\u7528\u6237\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u5ba0\u7269\u7528\u836f\u201d\u573a\u666f\uff0c\u610f\u5916\u63ed\u793a\u4e86\u5176\u5e95\u5c42\u903b\u8f91\uff08\u5b9a\u65f6\u4efb\u52a1\u7ba1\u7406\uff09\u53ef\u6a2a\u5411\u6269\u5c55\uff0c\u4f46\u8fd9\u53ef\u80fd\u5206\u6563\u5176\u6838\u5fc3\u533b\u7597\u53ef\u4fe1\u5ea6\u7684\u5efa\u8bbe\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u800c\u8a00\u4e4b\uff0cPillzy\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u7f57\u5217\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u7cfb\u7edf\u6027\u5730\u89e3\u51b3\u201c\u5065\u5eb7\u4f9d\u4ece\u6027\u201d\u8fd9\u4e00\u590d\u6742\u884c\u4e3a\u95ee\u9898\u3002\u5b83\u7684\u6210\u529f\u5c06\u4e0d\u53d6\u51b3\u4e8e\u901a\u77e5\u662f\u5426\u51c6\u65f6\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6210\u4e3a\u8fde\u63a5\u4e2a\u4eba\u6bcf\u65e5\u4e60\u60ef\u4e0e\u957f\u671f\u5065\u5eb7\u6210\u679c\u7684\u4fe1\u4efb\u7ebd\u5e26\uff0c\u5e76\u5728\u6b64\u8fc7\u7a0b\u4e2d\u627e\u5230\u81ea\u5df1\u4e0d\u53ef\u66ff\u4ee3\u7684\u751f\u6001\u4f4d\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Pillzy <\/span>\n <\/div>\n<div class=\"comment-content\">Stay on track with your health! Pillzy is your complete medicine tracker app for medications, vitamins, and supplements. Smart reminders, flexible scheduling, and clear history tracking help you never miss a dose.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Pillzy app came from a simple but common problem: people forget to take their medication, not because they don\u2019t care, but because life gets busy. I saw how missed doses affected outcomes; especially for people managing long-term conditions, taking multiple medications, or supporting family members. Even vitamins and supplements, which seem \u201coptional,\u201d were often taken inconsistently.<\/p>\n<p>What stood out was that many existing solutions felt either too clinical or too complicated. People didn\u2019t need another complex medical system, they needed something reliable, simple, and human.<\/p>\n<p>The core problem wasn\u2019t just forgetting pills. It was:<br \/>\nLack of clear planning (daily, weekly, monthly)<br \/>\nNo easy way to track adherence (taken vs skipped)<br \/>\nPoor visibility into patterns and consistency<br \/>\nNo simple way to share reports with doctors or caregivers<br \/>\nRunning out of medicine with no refill reminder<\/p>\n<p>This led to stress, missed treatments, and poor health outcomes; especially for users managing multiple pills, supplements, vitamins, or injections.<\/p>\n<p>I started with one goal: make reminders dependable. Early versions focused purely on alerts. But as I tested and refined the app, it became clear that reminders alone weren\u2019t enough.<\/p>\n<p>The process evolved in three key ways:<br \/>\nFrom reminders to planning<br \/>\nI added calendar view so users could see their treatment, not just react to notifications.<\/p>\n<p>From alerts to accountability<br \/>\nTracking whether a dose was taken or skipped unlocked adherence insights. This shifted the app from a reminder tool into a health companion.<\/p>\n<p>From personal use to shared care<br \/>\nExportable reports became essential. Users wanted to share progress with doctors, family members, or caregivers without friction.<\/p>\n<p>Throughout the launch process, I kept removing friction, simplifying flows, and prioritizing clarity. Every feature had to answer one question: Does this make it easier for someone to take care of their health?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@magdaline_mbugua\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@magdaline_mbugua<\/a> Genius solution to a real problem! Most pill trackers are way too clunky. I\u2019ve let my Move Free and DHA sit unused for months. Pillzy\u2019s focus on planning and accountability is perfect. Well done!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I am going to check this out Magdaline! I need this for my dog more than myself, haha. I have to do it twice a day for her and I am always forgetting one of them. =). <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@johnston\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@johnston<\/a>  Hahha, please check it out and feel free to share your feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Not me seeing this and immediately realizing how many doses I\u2019ve \u201cintentionally forgotten\u201d \ud83d\udc40<br \/>Yeah, I need this.<\/p>\n<\/p>\n<p>Congrats on the launch <a href=\"https:\/\/www.producthunt.com\/products\/pillzy\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"pillzy\" target=\"_blank\" rel=\"noopener\">@Pillzy <\/a> <a href=\"https:\/\/www.producthunt.com\/@magdaline_mbugua\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"magdaline_mbugua\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@magdaline_mbugua<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rashiaroraofficial\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rashiaroraofficial<\/a> , Thank you! Please check it out and feel free to share your feedback.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YCYHZOVBFMQI7Y\" class=\"app-title\">PDF Generator in ChatGPT<\/a><\/p>\n<div class=\"one-liner\">Latex to PDF app in ChatGPT App store via Apps SDK<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">95<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u8fd9\u662f\u4e00\u6b3e\u96c6\u6210\u5728ChatGPT\u5e94\u7528\u5546\u5e97\u5185\u7684LaTeX\u8f6cPDF\u5de5\u5177\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u5bf9\u8bdd\u6216\u5185\u7f6e\u7f16\u8f91\u5668\u76f4\u63a5\u521b\u5efa\u5305\u542b\u6570\u5b66\u516c\u5f0f\u548c\u56fe\u8868\u7684\u4e13\u4e1aPDF\u6587\u6863\uff0c\u89e3\u51b3\u4e86\u6559\u80b2\u5de5\u4f5c\u8005\u7b49\u7528\u6237\u9700\u624b\u52a8\u7f16\u8bd1\u4ee3\u7801\u3001\u65e0\u6cd5\u5728\u804a\u5929\u73af\u5883\u4e2d\u4e00\u952e\u751f\u6210\u683c\u5f0f\u5316\u6587\u6863\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\/2e65ec0f-48f5-4653-abe9-c6505a0b7573.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/e55855ce44e145eb8fc1db7e55a40b90\"><source src=\"https:\/\/www.loom.com\/share\/e55855ce44e145eb8fc1db7e55a40b90\" 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\/e50bdfd9-fc0a-4e33-beca-3f923cfe3232.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fa7146e5-75b7-4af9-9396-bc0601f432ea.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\">Education<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">PDF\u751f\u6210\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">LaTeX\u7f16\u8f91\u5668<\/span><br \/>\n <span class=\"tag\">\u6559\u80b2\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">ChatGPT\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6570\u5b66\u516c\u5f0f\u6e32\u67d3<\/span><br \/>\n <span class=\"tag\">\u6587\u6863\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u804a\u5929\u673a\u5668\u4eba\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\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\u6838\u5fc3\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86\u4eceChatGPT\u83b7\u53d6LaTeX\u4ee3\u7801\u540e\u9700\u624b\u52a8\u7f16\u8bd1\u7684\u7e41\u7410\u6d41\u7a0b\uff0c\u7279\u522b\u6ee1\u8db3\u4e86\u6559\u80b2\u5de5\u4f5c\u8005\u5feb\u901f\u521b\u5efa\u4e2a\u6027\u5316\u6570\u5b66\u4f5c\u4e1a\u7684\u9700\u6c42\u3002\u540c\u65f6\u6709\u7528\u6237\u8be2\u95eeAPI\u63a5\u53e3\uff0c\u8868\u660e\u5b58\u5728\u96c6\u6210\u4e0e\u6269\u5c55\u7684\u5546\u4e1a\u9700\u6c42\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n \u8fd9\u6b3e\u4ea7\u54c1\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u201c\u573a\u666f\u5316\u5c01\u88c5\u5668\u201d\uff0c\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u800c\u5728\u4e8e\u7cbe\u51c6\u5730\u6355\u6349\u5e76\u7f1d\u5408\u4e86\u4e00\u4e2a\u65b0\u5174\u751f\u6001\u4e2d\u7684\u65ad\u5c42\u3002ChatGPT\u80fd\u751f\u6210\u7cbe\u51c6\u7684LaTeX\u4ee3\u7801\uff0c\u4f46\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u975e\u6280\u672f\u7528\u6237\uff08\u5982\u6559\u5e08\uff09\uff0c\u4ee3\u7801\u53ea\u662f\u4e00\u4e32\u65e0\u610f\u4e49\u7684\u5b57\u7b26\uff0c\u4ece\u4ee3\u7801\u5230\u53ef\u7528\u7684PDF\u4e4b\u95f4\u4ecd\u5b58\u5728\u4ee4\u4eba\u5374\u6b65\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u3002\u8be5\u5e94\u7528\u901a\u8fc7\u5185\u7f6e\u7f16\u8bd1\u548c\u6e32\u67d3\u5f15\u64ce\uff0c\u5c06\u8fd9\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u7f29\u77ed\u4e3a\u201c\u4e00\u952e\u70b9\u51fb\u201d\uff0c\u5c06ChatGPT\u4ece\u4e00\u4e2a\u201c\u4ee3\u7801\u5efa\u8bae\u8005\u201d\u5347\u7ea7\u4e3a\u201c\u6210\u54c1\u4ea4\u4ed8\u8005\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5bf9ChatGPT\u5e94\u7528\u5546\u5e97\u751f\u6001\u7684\u6df1\u523b\u7406\u89e3\uff1a\u5b83\u5e76\u975e\u72ec\u7acb\u5e94\u7528\uff0c\u800c\u662fChatGPT\u6838\u5fc3\u80fd\u529b\u7684\u201c\u589e\u5f3a\u6a21\u7ec4\u201d\u3002\u8fd9\u9884\u793a\u4e86\u672a\u6765AI\u5e94\u7528\u5546\u5e97\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u5411\u2014\u2014\u63d0\u4f9b\u201c\u5782\u76f4\u573a\u666f\u7684\u95ed\u73af\u89e3\u51b3\u65b9\u6848\u201d\u3002\u7136\u800c\uff0c\u5176\u6df1\u5c42\u6311\u6218\u4e5f\u5728\u4e8e\u6b64\uff1a\u5176\u751f\u5b58\u5b8c\u5168\u4f9d\u9644\u4e8eChatGPT\u7684\u5e73\u53f0\u751f\u6001\uff0c\u529f\u80fd\u8fb9\u754c\u53d7\u9650\u4e8eOpenAI\u7684API\u80fd\u529b\u3002\u7528\u6237\u8be2\u95eeAPI\uff0c\u6070\u6070\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u5e73\u53f0\u5185\u5d4c\u5de5\u5177\u7684\u5c40\u9650\u6027\u3002\u4e00\u65e6ChatGPT\u539f\u751f\u652f\u6301PDF\u5bfc\u51fa\uff0c\u6216\u51fa\u73b0\u66f4\u5f3a\u5927\u7684\u7ade\u54c1\uff0c\u5176\u62a4\u57ce\u6cb3\u5c06\u77ac\u95f4\u74e6\u89e3\u3002\u56e0\u6b64\uff0c\u5b83\u7684\u6210\u529f\u662f\u654f\u6377\u6293\u4f4f\u65f6\u95f4\u7a97\u53e3\u7684\u80dc\u5229\uff0c\u4f46\u957f\u671f\u4ef7\u503c\u5fc5\u987b\u5411\u4e24\u7aef\u62d3\u5c55\uff1a\u5411\u4e0a\u6e38\u6df1\u8015\u66f4\u667a\u80fd\u7684\u6a21\u677f\u4e0e\u4ea4\u4e92\u8bbe\u8ba1\uff0c\u5411\u4e0b\u6e38\u5efa\u7acb\u72ec\u7acb\u7684\u7528\u6237\u793e\u7fa4\u548c\u8de8\u5e73\u53f0\u80fd\u529b\uff0c\u5426\u5219\u6050\u96be\u9003\u6210\u4e3a\u5e73\u53f0\u529f\u80fd\u66f4\u65b0\u727a\u7272\u54c1\u7684\u547d\u8fd0\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">PDF Generator in ChatGPT<\/span>\n <\/div>\n<div class=\"comment-content\">Create professional PDFs with math notation and graphs directly in ChatGPT. Edit conversationally or using the built-in LaTeX editor before downloading.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">ChatGPT now allows people to create apps for their app store using their apps SDK. As an education company, we want to make math worksheets for our students, but chatGPT only kept giving us latex code had to copy paste. Now with this app, it compiles and renders the pdf in chat! All of our teachers can now create personalized homework with proper math formatting and graphs within seconds.<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@apulkit6\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@apulkit6<\/a> Sounds Great, looks more convenience.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Very cool use case, excited to see the ChatGPT store go live!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Really interesting – is there an API for this?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/P5YXFMIC5G3E5J\" class=\"app-title\">Fundraising Readiness <\/a><\/p>\n<div class=\"one-liner\">Check how ready your startup is to raise capital<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">95<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u514d\u8d39\u76842\u5206\u949f\u5728\u7ebf\u6d4b\u9a8c\u5de5\u5177\uff0c\u5e2e\u52a9\u521d\u521b\u516c\u53f8\u521b\u59cb\u4eba\u5728\u542f\u52a8\u878d\u8d44\u524d\uff0c\u7cfb\u7edf\u8bc4\u4f30\u81ea\u8eab\u5728\u4e1a\u52a1\u6570\u636e\u3001\u6e05\u6670\u5ea6\u3001\u65f6\u673a\u548c\u7b56\u7565\u7b49\u65b9\u9762\u7684\u51c6\u5907\u7a0b\u5ea6\uff0c\u89e3\u51b3\u56e0\u76f2\u76ee\u542f\u52a8\u878d\u8d44\u800c\u6548\u7387\u4f4e\u4e0b\u6216\u8fc7\u65e9\u88ab\u62d2\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\/47f586ab-fd79-43f1-8a1e-133790d03483.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/cf8222ae-8643-4d0a-9737-0703ecd94c7f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7a795ede-b8cc-4466-ae4e-51051ae6473d.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\">SaaS<\/span><br \/>\n <span class=\"tag\">Fundraising<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u4e1a\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u878d\u8d44\u51c6\u5907<\/span><br \/>\n <span class=\"tag\">\u521b\u59cb\u4eba\u81ea\u6d4b<\/span><br \/>\n <span class=\"tag\">\u5546\u4e1a\u8bc4\u4f30<\/span><br \/>\n <span class=\"tag\">\u521d\u521b\u4f01\u4e1a<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u98ce\u9669\u6295\u8d44<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u8bca\u65ad<\/span><br \/>\n <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u6d4b\u8bc4<\/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\u662f\u201c\u6025\u9700\u7684\u73b0\u5b9e\u68c0\u67e5\u201d\uff0c\u8ba4\u4e3a\u7b80\u5355\u6709\u6548\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u4e24\u70b9\uff1a\u4e00\u662f\u8be2\u95ee\u8bc4\u5206\u903b\u8f91\u662f\u5426\u4f1a\u56e0B2B\/B2C\u6a21\u5f0f\u5dee\u5f02\u800c\u8c03\u6574\uff1b\u4e8c\u662f\u5bf9\u8f93\u5165\u654f\u611f\u6570\u636e\u7684\u9690\u79c1\u5b89\u5168\uff08\u672c\u5730\u5904\u7406\u6216\u533f\u540d\u5316\uff09\u8868\u793a\u5173\u5207\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 Fundraising Readiness Quiz \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u9ad8\u9891\u7684\u521b\u59cb\u4eba\u7126\u8651\u70b9\u2014\u2014\u201c\u6211\u5230\u5e95\u8be5\u4e0d\u8be5\u878d\u8d44\uff1f\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u63d0\u4f9b\u4e00\u4e2a\u7edd\u5bf9\u6b63\u786e\u7684\u201c\u5206\u6570\u201d\uff0c\u800c\u5728\u4e8e\u5f3a\u884c\u5efa\u7acb\u4e86\u4e00\u4e2a\u6700\u4f4e\u9650\u5ea6\u7684\u201c\u878d\u8d44\u7eaa\u5f8b\u201d\u601d\u8003\u6846\u67b6\u3002\u5b83\u8feb\u4f7f\u521b\u59cb\u4eba\u5fc5\u987b\u76f4\u9762\u201c\u7275\u5f15\u529b\u3001\u6e05\u6670\u5ea6\u3001\u6307\u6807\u3001\u65f6\u673a\u3001\u7b56\u7565\u201d\u8fd9\u51e0\u4e2a\u5173\u952e\u7ef4\u5ea6\uff0c\u5c06\u6a21\u7cca\u7684\u81ea\u6211\u611f\u89c9\u8f6c\u5316\u4e3a\u5177\u8c61\u5316\u7684\u9009\u62e9\u9898\uff0c\u8fd9\u662f\u4e00\u79cd\u4f4e\u6210\u672c\u7684\u98ce\u9669\u5bf9\u51b2\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6df1\u5c42\u5c40\u9650\u6027\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u5176\u201c\u666e\u9002\u6027\u201d\u903b\u8f91\u4e0e\u878d\u8d44\u5e02\u573a\u7684\u201c\u7279\u5f02\u6027\u201d\u8981\u6c42\u5b58\u5728\u6839\u672c\u77db\u76fe\u3002\u6b63\u5982\u8bc4\u8bba\u6240\u6307\uff0cB2B SaaS\u4e0eB2C\u6d88\u8d39\u5e94\u7528\u7684\u7275\u5f15\u529b\u6307\u6807\u5929\u5dee\u5730\u522b\uff0c\u4e00\u5957\u6807\u51c6\u5316\u95ee\u5377\u80fd\u5426\u7ed9\u51fa\u771f\u6b63\u6709\u6307\u5bfc\u610f\u4e49\u7684\u201c\u4e0b\u4e00\u6b65\u201d\uff0c\u503c\u5f97\u6000\u7591\u3002\u5b83\u53ef\u80fd\u51c6\u786e\u8bc6\u522b\u51fa\u201c\u5b8c\u5168\u6ca1\u51c6\u5907\u597d\u201d\u7684\u6781\u7aef\u60c5\u51b5\uff0c\u4f46\u5bf9\u4e8e\u201c\u4e2d\u95f4\u72b6\u6001\u201d\u7684\u5224\u522b\u529b\u53ef\u80fd\u4e0d\u8db3\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u7684\u6838\u5fc3\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u95ee\u9898\u8bbe\u8ba1\u7684\u4e13\u4e1a\u6027\u4e0e\u52a8\u6001\u66f4\u65b0\u80fd\u529b\u3002\u878d\u8d44\u5e02\u573a\u7684\u98ce\u5411\u3001\u6295\u8d44\u8005\u504f\u597d\u7684\u7ec6\u5fae\u53d8\u5316\uff0c\u90fd\u9700\u8981\u95ee\u5377\u5feb\u901f\u8fed\u4ee3\uff0c\u5426\u5219\u6781\u6613\u6ca6\u4e3a\u4e00\u79cd\u201c\u5fc3\u7406\u5b89\u6170\u5242\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u6b3e\u201c\u5143\u5de5\u5177\u201d\u2014\u2014\u5b83\u4e0d\u76f4\u63a5\u63d0\u4f9b\u878d\u8d44\u6e20\u9053\u6216\u65b9\u6848\uff0c\u800c\u662f\u8bd5\u56fe\u4f18\u5316\u521b\u59cb\u4eba\u542f\u52a8\u878d\u8d44\u8fd9\u4e00\u51b3\u7b56\u672c\u8eab\u7684\u8d28\u91cf\u3002\u5b83\u7684\u6210\u529f\u4e0d\u53d6\u51b3\u4e8e\u7b97\u6cd5\u591a\u7cbe\u5bc6\uff0c\u800c\u5728\u4e8e\u5176\u95ee\u9898\u80fd\u5426\u6210\u4e3a\u521b\u59cb\u4eba\u4e0e\u5408\u4f19\u4eba\u3001\u987e\u95ee\u4e4b\u95f4\u8fdb\u884c\u7406\u6027\u5bf9\u8bdd\u7684\u201c\u68c0\u67e5\u6e05\u5355\u201d\u3002\u5982\u679c\u5b83\u80fd\u4fc3\u4f7f\u66f4\u591a\u56e2\u961f\u5728\u70e7\u65f6\u95f4\u5236\u4f5cPPT\u524d\u5148\u5185\u90e8\u8fbe\u6210\u5171\u8bc6\uff0c\u5176\u793e\u4f1a\u6548\u76ca\u5c31\u5df2\u8fdc\u8d85\u5de5\u5177\u672c\u8eab\u3002\u4f46\u82e5\u521b\u59cb\u4eba\u4ec5\u5c06\u5176\u89c6\u4e3a\u4e00\u4e2a\u80fd\u7ed9\u51fa\u201c\u7eff\u706f\u201d\u7684\u901a\u884c\u8bc1\uff0c\u5219\u5b8c\u5168\u8bef\u89e3\u4e86\u5b83\u7684\u521d\u8877\uff0c\u4e5f\u66b4\u9732\u4e86\u4ea7\u54c1\u5728\u5f15\u5bfc\u7528\u6237\u8ba4\u77e5\u4e0a\u7684\u6f5c\u5728\u98ce\u9669\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Fundraising Readiness <\/span>\n <\/div>\n<div class=\"comment-content\">Fundraise Readiness Quiz is a free, 2-minute tool that helps founders understand whether they\u2019re actually ready to raise capital. It walks you through key questions around traction, clarity, metrics, timing, and fundraising strategy, then gives you a simple readiness score with practical next steps. Most founders rush into fundraising too early or without clarity. This tool is designed to give you an honest signal before you start pitching investors.<\/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>Over the years, many founders have asked us the same question: \u201cAre we actually ready to raise capital?\u201d<\/p>\n<p>We built the Fundraise Readiness Quiz after seeing how often founders jump into fundraising too early or without clear signals.<\/p>\n<p>This is a simple, free tool that helps you quickly assess whether you\u2019re ready to raise and what might be missing before you talk to investors.<\/p>\n<p>No sign-up required. Just answer a few questions and get clarity.<\/p>\n<p>Would love feedback from founders who are fundraising or planning to raise soon \ud83d\ude4c<\/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>This is a much-needed reality check for many founders. ‘Too early’ is the most common rejection reason I see. \ud83d\udcc9 Quick question on the scoring logic: Does the quiz differentiate benchmarks between B2B SaaS and B2C Consumer apps, since the traction metrics expected are vastly different?<\/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>Simple and effective. I gave it a spin and the questions are spot on. Since we are inputting potentially sensitive data about traction and metrics, can you confirm that the data is processed locally or anonymized, and not stored for any other purposes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@liusally4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@liusally4<\/a> Is this AI written?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@liusally4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@liusally4<\/a> wait i want to know this too<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/RROWYH6D4VSHI4\" class=\"app-title\">Camera M 9<\/a><\/p>\n<div class=\"one-liner\">Pro manual camera app for iPhone and iPad<\/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>Camera M\u662f\u4e00\u6b3e\u4e3aiPhone\u548ciPad\u8bbe\u8ba1\u7684\u4e13\u4e1a\u624b\u52a8\u76f8\u673a\u5e94\u7528\uff0c\u901a\u8fc7\u63d0\u4f9b\u7c7b\u5355\u53cd\u7684\u624b\u52a8\u63a7\u5236\u529f\u80fd\uff0c\u5728\u4e13\u4e1a\u6444\u5f71\u3001RAW\u62cd\u6444\u53ca\u4eba\u50cf\u7b49\u573a\u666f\u4e0b\uff0c\u5e2e\u52a9\u7528\u6237\u4ee5\u6700\u9ad8\u8d28\u91cf\u6355\u6349\u7cbe\u7f8e\u7167\u7247\uff0c\u89e3\u51b3\u4e86\u79fb\u52a8\u8bbe\u5907\u6444\u5f71\u63a7\u5236\u529b\u4e0d\u8db3\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\/8acd1b35-6bae-47a9-b9c4-3e80dab8868b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e1ce2c81-d96a-417a-a36e-b1c65342b035.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/181ac4eb-c243-4e2e-a955-f2c0c65b7bd5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/020886df-ab14-4c91-9b2b-8ccc1b8ee793.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3b940dac-18ea-42b0-b20a-885f768a34b6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bab6ca63-8423-4461-9e97-30f9380990be.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bfe6e030-7db6-4437-b343-95f43ec494dc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ff372faf-74c5-4fec-8a9a-95e059a0c9f6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/72af3804-c29d-4c36-ab5f-4e234734731e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c040013b-41d2-4d6e-9dae-3d14186cdeda.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\">Photography<\/span><br \/>\n <span class=\"tag\">Apple<\/span><br \/>\n <span class=\"tag\">Photo & Video<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u4e13\u4e1a\u76f8\u673a\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u624b\u52a8\u63a7\u5236<\/span><br \/>\n <span class=\"tag\">RAW\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">\u4eba\u50cf\u6a21\u5f0f<\/span><br \/>\n <span class=\"tag\">\u5fae\u8ddd\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u6444\u5f71<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6444\u5f71\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u753b\u8d28\u63d0\u5347<\/span><br \/>\n <span class=\"tag\">\u5355\u53cd\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\uff08\u4f5c\u4e3a\u517c\u804c\u5185\u5bb9\u521b\u4f5c\u8005\uff09\u63d0\u51fa\u4e86\u4e00\u4e2a\u5177\u4f53\u75db\u70b9\uff1a\u5f53\u624b\u673a\u56fa\u5b9a\u5728\u4e09\u811a\u67b6\u4e0a\u5e76\u524d\u7f6e\u62cd\u6444\u65f6\uff0c\u65e0\u6cd5\u5b9e\u65f6\u76d1\u770b\u6784\u56fe\u753b\u9762\u3002\u8be5\u8bc4\u8bba\u662f\u4e00\u4e2a\u660e\u786e\u7684\u529f\u80fd\u5efa\u8bae\uff0c\u5e0c\u671b\u5e94\u7528\u80fd\u89e3\u51b3\u6b64\u573a\u666f\u4e0b\u7684\u76d1\u770b\u96be\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 Camera M\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u5c0f\u4f17\u5374\u6301\u7eed\u5b58\u5728\u7684\u5e02\u573a\uff1a\u8ffd\u6c42\u6781\u81f4\u63a7\u5236\u4e0e\u753b\u8d28\u7684\u79fb\u52a8\u6444\u5f71\u4e13\u4e1a\u7528\u6237\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u6e05\u6670\u2014\u2014\u505a\u4e13\u4e00\u7684\u201c\u624b\u52a8\u63a7\u5236\u201d\uff0c\u4e13\u6ce8\u4e8eRAW\u3001ProRAW\u3001\u5fae\u8ddd\u548c\u4eba\u50cf\uff0c\u8fd9\u907f\u5f00\u4e86\u4e0e\u5185\u7f6e\u76f8\u673a\u6216\u5168\u80fd\u578b\u4fee\u56fe\u5e94\u7528\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u8f6c\u800c\u670d\u52a1\u4e8e\u90a3\u4e9b\u5c06iPhone\u89c6\u4e3a\u4e25\u8083\u521b\u4f5c\u5de5\u5177\u7684\u7528\u6237\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u4e13\u4e1a\u624b\u52a8\u529f\u80fd\u95e8\u69db\u9ad8\uff0c\u4e0e\u79fb\u52a8\u6444\u5f71\u201c\u4fbf\u6377\u6027\u201d\u7684\u5e95\u5c42\u903b\u8f91\u5b58\u5728\u4e00\u5b9a\u51b2\u7a81\uff0c\u5e02\u573a\u5929\u82b1\u677f\u53ef\u80fd\u6709\u9650\u3002\u5176\u6b21\uff0c\u4e00\u6761\u9ad8\u8d5e\u8bc4\u8bba\u66b4\u9732\u4e86\u4ea7\u54c1\u5728\u771f\u5b9e\u521b\u4f5c\u573a\u666f\u4e2d\u7684\u6d1e\u5bdf\u7f3a\u53e3\uff1a\u7528\u6237\u4e0d\u4ec5\u9700\u8981\u53c2\u6570\u63a7\u5236\uff0c\u66f4\u9700\u8981\u89e3\u51b3\u8bf8\u5982\u201c\u79bb\u673a\u76d1\u770b\u201d\u7b49\u5b9e\u9645\u5de5\u4f5c\u6d41\u75db\u70b9\u3002\u8fd9\u53cd\u6620\u51fa\uff0c\u5373\u4fbf\u662f\u4e13\u4e1a\u5de5\u5177\uff0c\u82e5\u4e0d\u80fd\u878d\u5165\u5b8c\u6574\u7684\u521b\u4f5c\u751f\u6001\uff08\u5982\u591a\u8bbe\u5907\u534f\u540c\u3001\u76d1\u770b\u89e3\u51b3\u65b9\u6848\uff09\uff0c\u5176\u4e13\u4e1a\u6027\u4fbf\u662f\u4e0d\u5b8c\u6574\u7684\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7280\u5229\u70b9\u5728\u4e8e\uff0cCamera M\u5ba3\u79f0\u201c\u4e13\u7cbe\u4e00\u4e8b\u201d\uff0c\u4f46\u5f53\u524d\u5b9a\u4e49\u7684\u201c\u4e00\u4e8b\u201d\u4f3c\u4e4e\u4ecd\u5c40\u9650\u4e8e\u201c\u62cd\u6444\u53c2\u6570\u9762\u677f\u201d\u7684\u6570\u5b57\u5316\u3002\u771f\u6b63\u7684\u4e13\u4e1a\uff0c\u5e94\u6db5\u76d6\u4ece\u51c6\u5907\u3001\u62cd\u6444\u5230\u76d1\u770b\u7684\u5168\u94fe\u6761\u4f53\u9a8c\u3002\u82e5\u80fd\u501f\u9274\u4e13\u4e1a\u5f71\u89c6\u9886\u57df\u7684\u76d1\u770b\u65b9\u6848\uff08\u4f8b\u5982\u901a\u8fc7\u65e0\u7ebf\u7f51\u7edc\u5b9e\u73b0\u7b2c\u4e8c\u5c4f\u5e55\u9884\u89c8\uff09\uff0c\u56de\u5e94\u7528\u6237\u8fd9\u4e00\u5f3a\u70c8\u9700\u6c42\uff0c\u5b83\u5c06\u4ece\u4e00\u6b3e\u4f18\u79c0\u7684\u201c\u63a7\u5236\u8f6f\u4ef6\u201d\u5347\u7ea7\u4e3a\u4e0d\u53ef\u6216\u7f3a\u7684\u201c\u521b\u4f5c\u7cfb\u7edf\u201d\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u4ec5\u6b62\u6b65\u4e8e\u53c2\u6570\u7231\u597d\u8005\u7684\u73a9\u5177\uff0c\u800c\u975e\u5185\u5bb9\u521b\u8005\u7684\u751f\u4ea7\u529b\u9769\u547d\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\">Camera M 9<\/span>\n <\/div>\n<div class=\"comment-content\">Camera M is a professional and modern manual camera designed to do one thing exceptionally well \u2014 to help you capture beautiful photos in the highest possible quality with manual camera controls akin to a DSLR. Specializing in RAW, ProRAW, macro, and portrait photography, it is the best camera app for your iPhone or iPad.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Something I struggle with as a part-time content creator is that when I put my phone on a tripod to film myself, The phone screen is facing the other way so I can’t see if I’m where I wanna be in the camera frame. Could you make camera M be able to solve this? I have not seen anything able to do so yet<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/JHID23XQF4LUVF\" class=\"app-title\">Plano<\/a><\/p>\n<div class=\"one-liner\">Build agents faster, and deliver them reliably to production<\/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>Plano\u662f\u4e00\u6b3eAI\u667a\u80fd\u4f53\u5e94\u7528\u4ea4\u4ed8\u57fa\u7840\u8bbe\u65bd\uff0c\u901a\u8fc7\u63d0\u4f9b\u7edf\u4e00\u7684AI\u539f\u751f\u4ee3\u7406\u548c\u6570\u636e\u5e73\u9762\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u5728\u5c06\u667a\u80fd\u4f53\u5e94\u7528\u5b89\u5168\u3001\u53ef\u9760\u3001\u91cd\u590d\u5730\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u65f6\u9762\u4e34\u7684\u7f16\u6392\u3001\u62a4\u680f\u3001\u89c2\u6d4b\u7b49\u201c\u9690\u85cf\u4e2d\u95f4\u4ef6\u201d\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\/e46ab26a-a512-467c-96df-842e17d800c7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2e78b87b-f569-4438-a69b-fd65ae0174dd.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/559b2219-b6f5-4bbe-af87-f52325955def.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e0878e91-0f00-4f84-8762-d0799afe4dde.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/82a002fb-d31c-4594-9796-c63f9f24bc2c.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\/ca6a76a9-0aaf-44f8-acc8-f9f81a5f6503.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/AtWuMGPjeSg\"><source src=\"https:\/\/youtu.be\/AtWuMGPjeSg\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">GitHub<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53\u57fa\u7840\u8bbe\u65bd<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7406\u670d\u52a1\u5668<\/span><br \/>\n <span class=\"tag\">\u5e94\u7528\u4ea4\u4ed8<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u7f16\u6392<\/span><br \/>\n <span class=\"tag\">AI\u5b89\u5168\u62a4\u680f<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c2\u6d4b\u6027<\/span><br \/>\n <span class=\"tag\">\u6a21\u578b\u8def\u7531<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u4e2d\u95f4\u4ef6\u6807\u51c6\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3\u201c\u6f14\u793a\u6613\u3001\u751f\u4ea7\u96be\u201d\u7684\u6838\u5fc3\u75db\u70b9\u3002\u6709\u7528\u6237\u8be2\u95ee\u5176\u4e0e\u7ade\u54c1\uff08\u5982Superagents\uff09\u7684\u5b9a\u4f4d\u5dee\u5f02\uff0c\u5b98\u65b9\u56de\u590d\u6f84\u6e05Plano\u662f\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff0c\u800c\u7ade\u54c1\u662f\u5176\u4e0a\u5c42\u7684\u5e94\u7528\u5b9e\u73b0\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 Plano\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u6210\u4e3a\u53c8\u4e00\u4e2aAI\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u800c\u5728\u4e8e\u6210\u4e3a\u667a\u80fd\u4f53\u65f6\u4ee3\u7684\u201cEnvoy Proxy\u201d\u3002\u5b83\u654f\u9510\u5730\u6233\u4e2d\u4e86\u5f53\u524dAI\u5e94\u7528\u5f00\u53d1\uff0c\u7279\u522b\u662f\u667a\u80fd\u4f53\u6d6a\u6f6e\u4e2d\u7684\u4e00\u4e2a\u6838\u5fc3\u77db\u76fe\uff1a\u539f\u578b\u9a8c\u8bc1\u7684\u654f\u6377\u6027\u4e0e\u751f\u4ea7\u90e8\u7f72\u7684\u590d\u6742\u6027\u4e25\u91cd\u4e0d\u5339\u914d\u3002\u5f00\u53d1\u8005\u5f80\u5f80\u5728\u5feb\u901f\u642d\u5efaDemo\u540e\uff0c\u4fbf\u9677\u5165\u91cd\u590d\u6784\u5efa\u201c\u9690\u85cfAI\u4e2d\u95f4\u4ef6\u201d\u7684\u6ce5\u6f6d\u2014\u2014\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u667a\u80fd\u4f53\u8def\u7531\u7f16\u6392\u3001\u5b89\u5168\u62a4\u680f\u94a9\u5b50\u3001\u8bc4\u4f30\u8ffd\u8e2a\u94fe\u8def\u4ee5\u53ca\u591a\u6a21\u578b\u5207\u6362\u7684\u80f6\u6c34\u4ee3\u7801\u3002\n <\/p>\n<p class=\"ai-content\">\n Plano\u7684\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5176\u201c\u89e3\u8026\u201d\u4e0e\u201c\u96c6\u4e2d\u5316\u201d\u7684\u8bbe\u8ba1\u54f2\u5b66\u3002\u5b83\u5c06\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u4e0e\u8de8\u5207\u9762\u7684\u4ea4\u4ed8\u5173\u6ce8\u70b9\u5206\u79bb\uff0c\u8bd5\u56fe\u5c06\u540e\u8005\u6807\u51c6\u5316\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u6570\u636e\u5e73\u9762\u3002\u8fd9\u5e26\u6765\u4e86\u51e0\u4e2a\u6f5c\u5728\u4f18\u52bf\uff1a\u4e00\u662f\u8ba9\u5f00\u53d1\u56e2\u961f\u80fd\u66f4\u4e13\u6ce8\u4e8e\u667a\u80fd\u4f53\u672c\u8eab\u7684\u201c\u667a\u529b\u201d\u63d0\u5347\uff1b\u4e8c\u662f\u4e3a\u5de5\u7a0b\u56e2\u961f\u63d0\u4f9b\u4e86\u7edf\u4e00\u5b9e\u65bd\u5b89\u5168\u3001\u5408\u89c4\u548c\u8fd0\u7ef4\u7b56\u7565\u7684\u63a7\u5236\u70b9\uff1b\u4e09\u662f\u53ef\u80fd\u52a0\u901f\u4ea7\u54c1\u8fed\u4ee3\uff0c\u56e0\u4e3a\u89c2\u6d4b\u3001\u8bc4\u4f30\u548c\u8def\u7531\u7b56\u7565\u7684\u8c03\u6574\u53ef\u4ee5\u72ec\u7acb\u4e8e\u5e94\u7528\u4ee3\u7801\u8fdb\u884c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u4f5c\u4e3a\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff0c\u5176\u4ef7\u503c\u4e0e\u751f\u6001\u7ed1\u5b9a\u6df1\u5ea6\u6b63\u76f8\u5173\uff0c\u9700\u8981\u8bf4\u670d\u4f17\u591a\u6846\u67b6\u548c\u5e73\u53f0\u7684\u5f00\u53d1\u8005\u91c7\u7eb3\u5176\u6807\u51c6\u3002\u5176\u6b21\uff0c\u5728\u667a\u80fd\u4f53\u6280\u672f\u6808\u5c1a\u672a\u5b8c\u5168\u5b9a\u578b\u7684\u5f53\u4e0b\uff0c\u8fc7\u65e9\u8fdb\u884c\u201c\u6807\u51c6\u5316\u201d\u662f\u5426\u53ef\u80fd\u9650\u5236\u4e0a\u5c42\u521b\u65b0\u7684\u7075\u6d3b\u6027\uff1f\u6700\u540e\uff0c\u4ece\u201c\u53e6\u4e00\u4e2a\u9700\u8981\u8fd0\u7ef4\u7684\u4e2d\u95f4\u4ef6\u201d\u5230\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u4ea4\u4ed8\u57fa\u77f3\u201d\uff0c\u5176\u8fd0\u7ef4\u590d\u6742\u6027\u4e0e\u5e26\u6765\u7684\u4fbf\u5229\u6027\u4e4b\u95f4\u7684\u5e73\u8861\uff0c\u5c06\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u88ab\u5e7f\u6cdb\u91c7\u7528\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cPlano\u5207\u5165\u4e86\u4e00\u4e2a\u771f\u5b9e\u4e14\u6b63\u5728\u6269\u5927\u7684\u9700\u6c42\u7f3a\u53e3\u3002\u5982\u679c\u5b83\u80fd\u6210\u529f\u5efa\u7acb\u667a\u80fd\u4f53\u5e94\u7528\u4e0eLLM\u7b49\u57fa\u7840\u8bbe\u65bd\u4e4b\u95f4\u7684\u201c\u6807\u51c6\u534f\u8bae\u5c42\u201d\uff0c\u5176\u60f3\u8c61\u7a7a\u95f4\u5c06\u8fdc\u8d85\u4e00\u4e2a\u5355\u7eaf\u7684\u4ee3\u7406\u5de5\u5177\uff0c\u6709\u671b\u6210\u4e3a\u672a\u6765AI\u539f\u751f\u67b6\u6784\u4e2d\u7684\u5173\u952e\u7ec4\u4ef6\u3002\u4f46\u8fd9\u6761\u8def\u6ce8\u5b9a\u9700\u8981\u5f3a\u5927\u7684\u751f\u6001\u6784\u5efa\u548c\u5f00\u53d1\u8005\u8bf4\u670d\u80fd\u529b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Plano<\/span>\n <\/div>\n<div class=\"comment-content\">Plano is delivery infrastructure for agentic apps. An AI-native proxy and dataplane that centralizes functionality that shouldn\u2019t be bespoke in every codebase. For e.g. agent routing & orchestration, guardrail hooks, learning signals\/traces, and smart routing APIs across LLMs. Use any AI framework, and ship agents to production faster. With Plano, developers stay focused on core product logic of agents. Product teams learn faster, and engineering teams standardize policies across agents.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Maker here \ud83d\udc4b We built Plano, because building agentic demos was easy, but delivering agentic apps safely, reliably, and repeatably to production is very hard. Plano is delivery infrastructure for agentic apps – an AI-native proxy server and data plane designed to help you build agents faster, and deliver them reliably to prod.<\/p>\n<p>The reality of most agentic development is that after a quick hack, you end up building or maintaining the \u201chidden AI middleware\u201d to reach production: routing logic to reach the right agent, guardrail hooks for safety and moderation, evaluation and observability glue for continuous learning, and model\/provider quirks \u2014 scattered across frameworks and application code.<\/p>\n<p>Plano solves this by moving core delivery concerns into a unified, out-of-process dataplane. Core capabilities:<\/p>\n<ul>\n<li>\n<p><strong>\ud83d\udea6 Orchestration:<\/strong> Low-latency orchestration between agents, and add new agents without changing app code. When routing lives inside app code, it becomes hard to evolve and easy to duplicate. Moving orchestration into a centrally managed dataplane lets you change strategies without touching your agents, improving performance and reducing maintenance burden while avoiding tight coupling.<\/p>\n<\/li>\n<li>\n<p><strong>\ud83d\udee1\ufe0f Guardrails & Memory Hooks:<\/strong> Apply jailbreak protection, content policies, and context workflows (e.g., rewriting, retrieval, redaction) once via <a href=\"http:\/\/127.0.0.1:3000\/docs\/build\/html\/concepts\/filter_chain.html#filter-chain\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Filter Chains<\/strong><\/a> at the dataplane. Instead of re-implementing these in every agentic service, you get centralized governance, reduced code duplication, and consistent behavior across your stack.<\/p>\n<\/li>\n<li>\n<p><strong>\ud83d\udd17 Model Agility:<\/strong> Route by model, alias (semantic names), or automatically via preferences so agents stay decoupled from specific providers. Swap or add models without refactoring prompts, tool-calling, or streaming handlers throughout your codebase by using Plano\u2019s smart routing and unified API.<\/p>\n<\/li>\n<li>\n<p><strong>\ud83d\udd75 Agentic Signals\u2122:<\/strong> Zero-code capture of behavior signals, traces, and metrics consistently across every agent. Rather than stitching together logging and metrics per framework, Plano surfaces traces, token usage, and learning signals in one place so you can iterate safely.<\/p>\n<\/li>\n<\/ul>\n<p>Built by core contributors to the widely adopted Envoy Proxy <<a href=\"https:\/\/www.envoyproxy.io\/>_” target=”_blank” rel=”nofollow noopener noreferrer”><strong>https:\/\/www.envoyproxy.io\/<\/strong>>_<\/a>, Plano gives you a production\u2011grade foundation for agentic applications. It helps <strong>developers<\/strong> stay focused on the core logic of their agents, helps <strong>product teams<\/strong> shorten feedback loops for learning, and helps <strong>engineering teams<\/strong> standardize policy across agents and LLMs. Plano is grounded in open protocols (de facto: OpenAI\u2011style v1\/responses, de jure: MCP) and proven patterns like sidecar deployments, so it plugs in cleanly while remaining robust, scalable, and flexible.<\/p>\n<p>Would love feedback from folks shipping agents in production: what\u2019s the most painful bit of middleware you\u2019ve had to rebuild (routing, safety, traces, state, tool glue, eval loops)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cool Demonstration, Is this more on the safe-and-reliable side of agents, with similarities to superagents by clickup? I’m sure you saw their launch, what’s Plano’s strenght against 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<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> thanks for the comment. Super agents is an actual implementation that would use something like Plano underneath the covers to power that experience. Super agents is an application of Plano if that makes sense<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/4XGJXZCTM7YRHE\" class=\"app-title\">Flowtask<\/a><\/p>\n<div class=\"one-liner\">Your AI Ops Manager<\/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>FlowTask\u662f\u4e00\u6b3e\u9762\u5411\u8425\u9500\u4ee3\u7406\u673a\u6784\u7684AI\u8fd0\u8425\u7ba1\u7406\u52a9\u624b\uff0c\u901a\u8fc7\u8fde\u63a5Gmail\u5e76\u81ea\u52a8\u89e3\u8bfb\u5ba2\u6237\u90ae\u4ef6\uff0c\u5728Asana\u7b49\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u4e2d\u81ea\u52a8\u521b\u5efa\u3001\u5206\u914d\u4efb\u52a1\u5e76\u66f4\u65b0\u770b\u677f\uff0c\u89e3\u51b3\u4e86\u673a\u6784\u5728\u5ba2\u6237\u6c9f\u901a\u4e0e\u4efb\u52a1\u534f\u8c03\u4e2d\u8017\u8d39\u5927\u91cf\u624b\u52a8\u64cd\u4f5c\u65f6\u95f4\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\/0e5f5b39-0320-46d9-8912-d416a3bfa5c0.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\/097b80cc-d7df-45ae-a679-4bacce1daced.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\/7d3998f3-9419-4a6c-b3d9-fdf972bf1bf1.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/2942d80a-c997-4f4d-8607-c08f489698f7.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/LaidlvaoUo0\"><source src=\"https:\/\/youtu.be\/LaidlvaoUo0\" 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\">Task Management<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u529e\u516c\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4efb\u52a1\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7406\u673a\u6784\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u90ae\u4ef6\u667a\u80fd\u5904\u7406<\/span><br \/>\n <span class=\"tag\">\u4eba\u673a\u534f\u540c<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u6267\u884c\u8005<\/span><br \/>\n <span class=\"tag\">\u8fd0\u8425\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\u5b9e\u9645\u8fd0\u4f5c\u673a\u5236\u4e0a\uff0c\u6838\u5fc3\u5173\u6ce8AI\u51fa\u9519\u65f6\u7684\u5904\u7406\u65b9\u6848\u3002\u521b\u59cb\u4eba\u8be6\u7ec6\u89e3\u91ca\u4e86\u201c\u4eba\u5728\u56de\u8def\u201d\u7684\u7f16\u8f91\u5ba1\u6838\u6a21\u5f0f\uff0c\u7528\u6237\u4ea6\u63d0\u51fa\u5bf9\u6a21\u7cca\u90ae\u4ef6\u3001\u591a\u9879\u76ee\u51b2\u7a81\u7b49\u8fb9\u7f18\u6848\u4f8b\u5904\u7406\u80fd\u529b\u7684\u5173\u5207\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 FlowTask\u7684\u5b9a\u4f4d\u201c\u7cfb\u7edf\u6267\u884c\u8005\u201d\u6bd4\u4f20\u7edf\u7684\u201c\u7cfb\u7edf\u8bb0\u5f55\u8005\u201d\u66f4\u5177\u8fdb\u653b\u6027\uff0c\u5b83\u8bd5\u56fe\u5207\u5165\u7684\u662f\u5de5\u4f5c\u6d41\u4e2d\u4ef7\u503c\u6700\u4f4e\u4f46\u65e0\u6cd5\u56de\u907f\u7684\u201c\u7ffb\u8bd1\u201d\u73af\u8282\u2014\u2014\u5c06\u975e\u7ed3\u6784\u5316\u7684\u90ae\u4ef6\u8bed\u8a00\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u9879\u76ee\u7ba1\u7406\u6570\u636e\u3002\u5176\u5ba3\u79f0\u768485%\u51c6\u786e\u7387\u4e0e\u201c\u4eba\u5728\u56de\u8def\u201d\u7684\u7f16\u8f91\u6a21\u5f0f\uff0c\u5766\u8bda\u5730\u63ed\u793a\u4e86\u5f53\u524dAI\u4ee3\u7406\u7684\u5c40\u9650\u6027\uff1a\u5b83\u5e76\u975e\u5168\u81ea\u52a8\u9b54\u6cd5\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u4eba\u7c7b\u76d1\u7763\u7684\u5f3a\u529b\u52a0\u901f\u5668\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u66ff\u4ee3\u4eba\u7c7b\u51b3\u7b56\uff0c\u800c\u5728\u4e8e\u5c06\u4eba\u7c7b\u4ece\u7e41\u7410\u7684\u4e0a\u4e0b\u6587\u5207\u6362\u4e0e\u6570\u636e\u642c\u8fd0\u4e2d\u89e3\u653e\u51fa\u6765\u3002\u5b83\u7784\u51c6\u7684\u4ee3\u7406\u673a\u6784\u5e02\u573a\u662f\u7cbe\u51c6\u7684\uff0c\u8be5\u9886\u57df\u5ba2\u6237\u9700\u6c42\u591a\u53d8\u3001\u6c9f\u901a\u9891\u7e41\uff0c\u91cd\u590d\u7684\u534f\u8c03\u5de5\u4f5c\u541e\u566c\u5927\u91cf\u53ef\u8ba1\u8d39\u5de5\u65f6\uff0c\u75db\u70b9\u660e\u786e\u4e14\u4ed8\u8d39\u610f\u613f\u5f3a\u3002\u7136\u800c\uff0c\u5176\u957f\u671f\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\uff1a\u9996\u5148\uff0c\u5bf9\u90ae\u4ef6\u8bed\u4e49\u7684\u7406\u89e3\u6df1\u5ea6\u51b3\u5b9a\u4e86\u81ea\u52a8\u5316\u4e0a\u9650\uff0c\u6a21\u7cca\u9700\u6c42\u3001\u590d\u6742\u4e0a\u4e0b\u6587\u548c\u9690\u6027\u4f18\u5148\u7ea7\u4ecd\u662fAI\u7684\u96f7\u533a\uff1b\u5176\u6b21\uff0c\u96c6\u6210\u8d8a\u591a\u5de5\u5177\uff0c\u7ef4\u62a4\u901a\u7528\u4e14\u53ef\u9760\u7684\u5de5\u4f5c\u6d41\u903b\u8f91\u5c31\u8d8a\u590d\u6742\uff1b\u6700\u540e\uff0c\u5f53\u4ece\u5355\u70b9\u90ae\u4ef6\u81ea\u52a8\u5316\u6269\u5c55\u5230\u6574\u4e2a\u9879\u76ee\u534f\u8c03\u65f6\uff0c\u5b83\u53ef\u80fd\u88ab\u8feb\u5377\u5165\u66f4\u590d\u6742\u7684\u9879\u76ee\u7ba1\u7406\u903b\u8f91\u4e2d\uff0c\u8fd9\u4e0e\u201c\u8f7b\u91cf\u3001\u4e13\u6ce8\u201d\u7684\u542f\u52a8\u7406\u5ff5\u53ef\u80fd\u4ea7\u751f\u80cc\u79bb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cFlowTask\u662fAI\u5e94\u7528\u4ece\u201c\u804a\u5929\u6f14\u793a\u201d\u8d70\u5411\u201c\u5de5\u4f5c\u6d41\u5d4c\u5165\u201d\u7684\u4e00\u4e2a\u52a1\u5b9e\u6848\u4f8b\u3002\u5b83\u4e0d\u8ffd\u6c42\u70ab\u6280\uff0c\u800c\u662f\u7528\u6df7\u5408\u667a\u80fd\uff08AI+\u4eba\u5de5\uff09\u53bb\u7f1d\u5408\u4e24\u4e2a\u6700\u5e38\u7528\u5374\u5272\u88c2\u7684\u5de5\u5177\uff08\u90ae\u7bb1\u4e0ePM\u5de5\u5177\uff09\uff0c\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u63d0\u5347\u6548\u7387\u4e0e\u63a7\u5236\u9519\u8bef\u6210\u672c\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u5e76\u6301\u7eed\u8fed\u4ee3\u5176\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\uff0c\u4ece\u201c\u51c6\u786e\u5206\u7c7b\u90ae\u4ef6\u201d\u8fdb\u5316\u5230\u201c\u771f\u6b63\u7406\u89e3\u9879\u76ee\u72b6\u6001\u4e0e\u56e2\u961f\u5bb9\u91cf\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\">Flowtask<\/span>\n <\/div>\n<div class=\"comment-content\">FlowTask is an autonomous operations agent for agencies. Connect your Gmail, and we automatically read client emails, create tasks, assign team members, and update your PM boards. 450+ agencies saving 10-15 hours\/week on coordination overhead.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Bibhash, founder of FlowTask.<\/p>\n<\/p>\n<p><strong>The Problem We’re Solving:<\/strong><\/p>\n<p>I talked to 450 agency owners last year. <\/p>\n<p>Every single one said the same thing: <\/p>\n<p>“I spend 10-15 hours per week reading client emails and manually creating tasks in my PM tool.”<\/p>\n<p>That’s 780 hours per year. Per person. For a 10-person agency, that’s $150,000\/year in lost billable time just moving information between tools.<\/p>\n<\/p>\n<p><strong>Why Existing Tools Don’t Work:<\/strong><\/p>\n<p>Asana, Monday, ClickUp – they’re all “systems of record.” <\/p>\n<\/p>\n<p>They store information, but YOU still have to:<\/p>\n<p>– Read the email<\/p>\n<p>– Open the PM tool<\/p>\n<p>– Create the task<\/p>\n<p>– Assign the person<\/p>\n<p>– Set the deadline<\/p>\n<p>– Reply to client<\/p>\n<p>That’s 5 minutes \u00d7 50 emails\/day = 4+ hours of manual work.<\/p>\n<\/p>\n<p><strong>How FlowTask Is Different:<\/strong><\/p>\n<p>We’re a “system of action”\u2014we don’t just store info, we EXECUTE workflows.<\/p>\n<\/p>\n<p>1. Connect your Gmail (60 seconds)<\/p>\n<p>2. FlowTask monitors your inbox in real-time<\/p>\n<p>3. When client emails “Can you revise the logo by Friday?”<\/p>\n<p> \u2192 FlowTask creates task<\/p>\n<p> \u2192 Assigns to your designer<\/p>\n<p> \u2192 Sets deadline Friday<\/p>\n<p> \u2192 Updates board automatically<\/p>\n<p>All in 3 seconds. Zero manual input.<\/p>\n<\/p>\n<p><strong>The Results:<\/strong><\/p>\n<p>450 agencies using FlowTask today:<\/p>\n<p>– Average 12.3 hours saved per week per user<\/p>\n<p>– 85% task automation accuracy (improving weekly)<\/p>\n<p>– $2,000+ monthly value for $30\/month<\/p>\n<\/p>\n<p><strong>What We’re Launching Today:<\/strong><\/p>\n<p>\u2728 Gmail integration (live)<\/p>\n<p>\u2728 Asana integration (live)<\/p>\n<p>\u2728 Email-to-task automation (live)<\/p>\n<p>\u2728 Context-aware routing (understands project history, team capacity)<\/p>\n<p>\u2728 30-day free trial (no credit card)<\/p>\n<\/p>\n<p><strong>Coming in Q1 2025:<\/strong><\/p>\n<p>– Outlook integration<\/p>\n<p>– Slack monitoring<\/p>\n<p>– ClickUp & <a href=\"http:\/\/Monday.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Monday.com<\/a> support<\/p>\n<\/p>\n<p><strong>Special Product Hunt Offer:<\/strong><\/p>\n<p>First 100 signups get 50% off for 6 months (use code: PHHUNT50)<\/p>\n<\/p>\n<p><strong>We’d Love Your Feedback:<\/strong><\/p>\n<p>What coordination overhead drives you crazy? What would you want FlowTask to automate?<\/p>\n<\/p>\n<p>Thanks for the support! \ud83d\ude80<\/p>\n<p>– Bibhash<\/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\/@bibhash_dutta\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bibhash_dutta<\/a> you said 85% accuracy. what happens in the failure cases? does it flag low confidence tasks for human review?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Nice!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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 think the failure cases are eventually inevitable. But if you keep allowing agent to try again, failure costs and token costs might be too high. What does human in loop mean? ie. if flowtask runs in the backend, how can me as a human actually change stuff instead of clicking just yes or no?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@peterz_shu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterz_shu<\/a> Great question, Peter. You are totally right infinite AI retry loops would burn money fast. We don’t do that.<\/p>\n<p>How ‘Human-in-the-Loop’ actually works:<\/p>\n<p>FlowTask creates a ‘Draft’ version of the card in a staging area (the Approval Drawer). It\u2019s not just a Yes\/No modal. It is a fully editable form.<\/p>\n<p>If the AI gets the assignee wrong, you just click the Assignee dropdown and change it right there. If the description is vague, you type over it.<\/p>\n<p>You are essentially acting as the ‘Editor,’ correcting the AI’s ‘First Draft’ before it hits your live board. It\u2019s much faster than typing from scratch, but gives you total granular control<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Turning email chaos into instant action feels like a real unlock, especially the context-aware routing part. How FlowTask handles edge cases, like vague client emails or conflicting priorities across projects?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/I2STGI7YDLWMTH\" class=\"app-title\">Aquarium Widgets<\/a><\/p>\n<div class=\"one-liner\">Your pocket aquarium for a relaxing iOS widget<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">88<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5c06iOS\u4e3b\u5c4f\u5e55\u53d8\u4e3a\u4e2a\u6027\u5316\u6c34\u65cf\u7bb1\u7684\u52a8\u6001\u5c0f\u7ec4\u4ef6\u5e94\u7528\uff0c\u5728\u7528\u6237\u9891\u7e41\u67e5\u770b\u624b\u673a\u7684\u788e\u7247\u5316\u573a\u666f\u4e2d\uff0c\u7528\u8212\u7f13\u7684\u89c6\u89c9\u4f53\u9a8c\u66ff\u4ee3\u4fe1\u606f\u7126\u8651\uff0c\u521b\u9020\u77ac\u95f4\u7684\u5b81\u9759\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\/abbc8de9-5106-48d4-a130-922914890233.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2b751e4e-734d-49b2-9132-cde05718e3e6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3bc152e3-25d1-4d5b-bde3-295b8d51077c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/908455e1-f7c7-4840-b426-479bd7d5d4ba.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f8ed27e4-cde1-4b33-92d2-cd9d648de07d.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\">Aquarium<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u52a8\u6001\u5c0f\u7ec4\u4ef6<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u88c5\u9970<\/span><br \/>\n <span class=\"tag\">\u51cf\u538b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u653e\u677e<\/span><br \/>\n <span class=\"tag\">\u4e3b\u5c4f\u5e55\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u4f4e\u529f\u8017\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">iOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u5065\u5eb7<\/span><br \/>\n <span class=\"tag\">\u6b63\u5ff5\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u60c5\u611f\u5316\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u8212\u7f13\u51cf\u538b\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5e76\u5173\u6ce8\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\uff1a1. \u5bf9\u52a8\u6001\u5c0f\u7ec4\u4ef6\u8017\u7535\u7684\u62c5\u5fe7\uff0c\u5f00\u53d1\u8005\u5f3a\u8c03\u4e86\u201c\u9ad8\u6548\u7701\u7535\u201d\u7279\u6027\u4f46\u672a\u8be6\u8ff0\u6280\u672f\u7ec6\u8282\uff1b2. \u8be2\u95ee\u662f\u5426\u652f\u6301Android\u7248\u672c\uff1b3. \u671f\u5f85\u5229\u7528iOS 17\u4ea4\u4e92\u529f\u80fd\uff08\u5982\u70b9\u51fb\u5582\u98df\uff09\u589e\u5f3a\u4f53\u9a8c\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 Aquarium Widgets \u8868\u9762\u4e0a\u662f\u4e00\u6b3e\u7f8e\u5316\u4e3b\u5c4f\u5e55\u7684\u201c\u7535\u5b50\u5ba0\u7269\u201d\u5e94\u7528\uff0c\u4f46\u5176\u6df1\u5c42\u4ef7\u503c\u5728\u4e8e\u654f\u9510\u5730\u6355\u6349\u5e76\u8bd5\u56fe\u89e3\u51b3\u4e00\u4e2a\u6570\u5b57\u65f6\u4ee3\u7684\u666e\u904d\u56f0\u5883\uff1a\u6211\u4eec\u4e0e\u624b\u673a\u7684\u6bcf\u4e00\u6b21\u4ea4\u4e92\uff0c\u51e0\u4e4e\u90fd\u88ab\u529f\u5229\u6027\u548c\u538b\u8feb\u6027\u7684\u4fe1\u606f\u6240\u7ed1\u67b6\u3002\u5b83\u5c06\u5c0f\u7ec4\u4ef6\u4ece\u201c\u4fe1\u606f\u6458\u8981\u5de5\u5177\u201d\u91cd\u65b0\u5b9a\u4e49\u4e3a\u201c\u60c5\u7eea\u8c03\u8282\u754c\u9762\u201d\uff0c\u8fd9\u4e2a\u5b9a\u4f4d\u8f6c\u53d8\u662f\u5176\u6700\u7280\u5229\u4e4b\u5904\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u4ea7\u54c1\u5f62\u6001\u4e5f\u66b4\u9732\u4e86\u5185\u5728\u77db\u76fe\u3002\u9996\u5148\uff0c\u201c\u52a8\u6001\u201d\u4e0e\u201c\u7701\u7535\u201d\u7684\u627f\u8bfa\u5728\u6280\u672f\u4e0a\u9762\u4e34\u6311\u6218\uff0c\u73b0\u6709\u8bc4\u8bba\u5df2\u5bf9\u6b64\u63d0\u51fa\u8d28\u7591\uff0c\u82e5\u65e0\u6cd5\u7528\u6280\u672f\u767d\u76ae\u4e66\u6216\u6570\u636e\u4f50\u8bc1\uff0c\u6b64\u6838\u5fc3\u5356\u70b9\u5c06\u53d8\u5f97\u8106\u5f31\u3002\u5176\u6b21\uff0c\u5176\u201c\u88ab\u52a8\u89c2\u770b\u201d\u6a21\u5f0f\u5728\u65b0\u9c9c\u611f\u6d88\u9000\u540e\uff0c\u7528\u6237\u7c98\u6027\u5b58\u7591\u3002\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u4e92\u52a8\u5582\u98df\u201d\u5efa\u8bae\u6070\u6070\u70b9\u4e2d\u4e86\u8981\u5bb3\uff1a\u7f3a\u4e4f\u8f7b\u91cf\u7ea7\u4ea4\u4e92\uff0c\u5b83\u6781\u6613\u4ece\u201c\u5fc3\u7075\u7eff\u6d32\u201d\u6ca6\u4e3a\u201c\u7535\u5b50\u58c1\u7eb8\u201d\uff0c\u91cd\u590d\u5f53\u5e74\u8bb8\u591a\u7985\u610f\u5e94\u7528\u201c\u4e0b\u8f7d\u5373\u5f03\u201d\u7684\u8001\u8def\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u89d2\u5ea6\u770b\uff0c\u5b83\u5de7\u5999\u501f\u7528\u4e86\u201c\u6570\u5b57\u5065\u5eb7\u201d\u548c\u201c\u6b63\u5ff5\u201d\u7684\u4e1c\u98ce\uff0c\u4f46\u9700\u8b66\u60d5\u843d\u5165\u201c\u5f62\u5f0f\u5927\u4e8e\u5185\u5bb9\u201d\u7684\u7aa0\u81fc\u3002\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u51e0\u6761\u6e38\u52a8\u7684\u50cf\u7d20\u9c7c\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6784\u5efa\u4e00\u5957\u6301\u7eed\u5f15\u53d1\u79ef\u6781\u60c5\u7eea\u53cd\u9988\u7684\u673a\u5236\u3002\u5982\u679c\u5f00\u53d1\u56e2\u961f\u80fd\u6df1\u6316\u6570\u636e\uff0c\u8bc1\u660e\u7528\u6237\u6bcf\u65e5\u6ce8\u89c6\u65f6\u957f\u4e0e\u538b\u529b\u6307\u6807\u4e0b\u964d\u5b58\u5728\u5173\u8054\uff0c\u6216\u5c06\u4ece\u4e00\u4e2a\u7cbe\u5de7\u7684\u5c0f\u5de5\u5177\uff0c\u5347\u7ea7\u4e3a\u6709\u5b9e\u8bc1\u652f\u6491\u7684\u6570\u5b57\u5065\u5eb7\u4ea7\u54c1\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4f18\u96c5\u7684\u8d77\u70b9\uff0c\u4f46\u901a\u5f80\u201c\u5fc5\u9700\u54c1\u201d\u800c\u975e\u201c\u88c5\u9970\u54c1\u201d\u7684\u9053\u8def\uff0c\u4ecd\u9700\u5728\u4ea4\u4e92\u6df1\u5ea6\u4e0e\u60c5\u611f\u8fde\u63a5\u4e0a\u5927\u80c6\u8fdb\u5316\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\">Aquarium Widgets<\/span>\n <\/div>\n<div class=\"comment-content\">Bring life to your phone with Aquarium Widgets. Select from a variety of beautiful fish and calming backgrounds to create your own personalized underwater sanctuary right on your Home Screen. Relaxing, battery-efficient, and aesthetically pleasing.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks so soothing! \ud83d\udc20 My main concern with animated widgets is usually battery drain. Since you mentioned it’s ‘battery-efficient’, did you use a specific rendering technique (like low FPS or static sprites) to keep it from eating up the battery in the background?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">I am the creator of Aquarium Widgets, and I\u2019m super excited to share it with the community today!<\/p>\n<p>We look at our phones dozens (maybe hundreds?) of times a day. Usually, it\u2019s to check stressful emails or endless notifications. I wanted to build something that turns that split-second glance into a moment of calm.<\/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\/@daniplata\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniplata<\/a> <\/p>\n<p>Are you planning to develop an Android widget?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Haha as an iOS dev I never thought about using widgets just for a design element of your home screen. Cool idea!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the idea of turning a glance into a moment of calm. Much better than seeing unread emails. With the new interactive widgets in iOS 17, did you implement any ‘tap to feed’ mechanics, or is it strictly a passive viewing experience for now?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Reminds me of the viral trend back in 2025 when people had a labubu app on their phone as an accessory <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love this \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<\/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\/3QT6XXUD6SN5V3\" class=\"app-title\">Dirac<\/a><\/p>\n<div class=\"one-liner\">Start your day with full context, zero tab-hopping<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">87<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Dirac\u662f\u4e00\u6b3e\u5229\u7528AI\u4ee3\u7406\u6280\u672f\uff0c\u5728\u65e9\u6668\u5de5\u4f5c\u524d\u81ea\u52a8\u6c47\u603bDiscord\u3001\u90ae\u4ef6\u7b49\u65e5\u5e38\u5e94\u7528\u66f4\u65b0\uff0c\u5e76\u751f\u621030\u79d2\u7b80\u62a5\u7684\u5de5\u5177\uff0c\u65e8\u5728\u89e3\u51b3\u7528\u6237\u6bcf\u65e5\u65e9\u6668\u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u8de8\u5e73\u53f0\u624b\u52a8\u83b7\u53d6\u4fe1\u606f\u3001\u96be\u4ee5\u5feb\u901f\u8fdb\u5165\u5de5\u4f5c\u72b6\u6001\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\/d8e4dce9-5e2d-4c64-ab0b-929ba978df82.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5df26494-e8f8-41ee-a229-3b4b46090778.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3ab31afc-c3a8-4324-bf40-e74cbda8a215.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/96c11a7f-90df-4c79-b965-91d95132684a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/718fc028-a300-4594-ba2f-041d99681130.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\/a4f1cd40-7557-4163-bd97-9776ce3c6647.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/Fa5ddZ1achg\"><source src=\"https:\/\/youtu.be\/Fa5ddZ1achg\" 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>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u4e2a\u4eba\u52a9\u7406<\/span><br \/>\n <span class=\"tag\">\u6668\u95f4\u7b80\u62a5<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u805a\u5408<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u6458\u8981<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">\u96f6\u6807\u7b7e\u8df3\u8f6c<\/span><br \/>\n <span class=\"tag\">\u65f6\u95f4\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u6c47\u603b<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u4eb2\u8ff0\u4ea7\u54c1\u6e90\u4e8e\u89e3\u51b3\u81ea\u8eab\u75db\u70b9\u7684\u521b\u4e1a\u5386\u7a0b\uff0c\u5e76\u79ef\u6781\u5bfb\u6c42\u7528\u6237\u53cd\u9988\u3002\u552f\u4e00\u6709\u6548\u7528\u6237\u8bc4\u8bba\u63d0\u51fa\u4e86\u5173\u4e8e\u5b89\u5168\u8fb9\u754c\uff08\u5982\u6682\u505c\u6309\u94ae\u3001\u51cf\u5c11\u63a7\u5236\u6743\uff09\u7684\u529f\u80fd\u6027\u5efa\u8bae\uff0c\u663e\u793a\u51fa\u7528\u6237\u5bf9AI\u4ee3\u7406\u4e3b\u52a8\u64cd\u4f5c\u6743\u9650\u7684\u6f5c\u5728\u62c5\u5fe7\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Dirac\u7684\u6838\u5fc3\u7406\u5ff5\u2014\u2014\u201c\u7528\u5b8c\u6574\u4e0a\u4e0b\u6587\u5f00\u542f\u4e00\u5929\uff0c\u96f6\u6807\u7b7e\u8df3\u8f6c\u201d\u2014\u2014\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u73b0\u4ee3\u77e5\u8bc6\u5de5\u4f5c\u8005\u7684\u4e00\u4e2a\u666e\u904d\u56f0\u5883\uff1a\u4fe1\u606f\u8fc7\u8f7d\u4e0e\u788e\u7247\u5316\u3002\u5b83\u5e76\u975e\u7b80\u5355\u7684\u4fe1\u606f\u805a\u5408\u5668\uff0c\u5176\u5ba3\u79f0\u4f7f\u7528\u7684\u201c\u4e0eManus\u548cVy\u540c\u6e90\u7684\u4ee3\u7406\u63a7\u5236\u6280\u672f\u201d\uff0c\u6697\u793a\u4e86\u4ea7\u54c1\u6b63\u8bd5\u56fe\u4ece\u88ab\u52a8\u6c47\u603b\u8fc8\u5411\u4e3b\u52a8\u6293\u53d6\u4e0e\u5224\u65ad\uff0c\u8fd9\u65e2\u662f\u5176\u6700\u5927\u6f5c\u529b\uff0c\u4e5f\u662f\u5176\u6700\u5927\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u6458\u8981\u201d\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5c06\u7528\u6237\u4ece\u201c\u624b\u52a8\u3001\u91cd\u590d\u3001\u591a\u5e73\u53f0\u5207\u6362\u7684\u4e0a\u4e0b\u6587\u91cd\u5efa\u201d\u8fd9\u4e00\u8ba4\u77e5\u8d1f\u8377\u4e2d\u89e3\u653e\u51fa\u6765\u3002\u771f\u6b63\u7684\u9769\u65b0\u662f\u8bd5\u56fe\u5c06\u65e9\u6668\u7684\u201c\u4fe1\u606f\u6d88\u5316\u201d\u4ece\u4e00\u9879\u9700\u8981\u4e3b\u52a8\u610f\u5fd7\u529b\u6267\u884c\u7684\u4efb\u52a1\uff0c\u8f6c\u53d8\u4e3a\u4e00\u9879\u65e0\u7f1d\u3001\u88ab\u52a8\u7684\u540e\u53f0\u670d\u52a1\u3002\u8fd9\u7b26\u5408\u751f\u4ea7\u529b\u5de5\u5177\u7684\u7ec8\u6781\u6f14\u8fdb\u65b9\u5411\uff1a\u4ece\u8d4b\u80fd\u5230\u4ee3\u52b3\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**\u4fe1\u4efb\u4e0e\u5b89\u5168**\uff1a\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u5b89\u5168\u8fb9\u754c\u201d\u7684\u63d0\u95ee\u4e00\u9488\u89c1\u8840\u3002\u5f53AI\u4ee3\u7406\u80fd\u591f\u76f4\u63a5\u767b\u5f55\u5e76\u64cd\u4f5c\u4f60\u7684Discord\u3001\u90ae\u7bb1\u7b49\u6838\u5fc3\u8d26\u6237\u65f6\uff0c\u6743\u9650\u7684\u6388\u4e88\u3001\u9690\u79c1\u7684\u4fdd\u62a4\u3001\u64cd\u4f5c\u7684\u900f\u660e\u6027\u4e0e\u53ef\u9006\u6027\uff08\u5982\u201c\u6682\u505c\u6309\u94ae\u201d\uff09\u5c06\u6210\u4e3a\u7528\u6237\u63a5\u7eb3\u7684\u9996\u8981\u95e8\u69db\u3002\u5176\u6b21\uff0c**\u6458\u8981\u7684\u201c\u667a\u80fd\u201d\u74f6\u9888**\uff1a\u6458\u8981\u7684\u8d28\u91cf\u9ad8\u5ea6\u4f9d\u8d56AI\u5bf9\u4fe1\u606f\u4f18\u5148\u7ea7\u4e0e\u76f8\u5173\u6027\u7684\u5224\u65ad\uff0c\u5728\u590d\u6742\u5de5\u4f5c\u573a\u666f\u4e2d\uff0c\u4f55\u4e3a\u201c\u91cd\u8981\u5185\u5bb9\u201d\u6781\u5177\u4e3b\u89c2\u6027\uff0c\u7b97\u6cd5\u8bef\u5224\u53ef\u80fd\u5bfc\u81f4\u5173\u952e\u4fe1\u606f\u9057\u6f0f\u3002\u6700\u540e\uff0c**\u573a\u666f\u5c40\u9650\u6027**\uff1a\u5176\u201c\u6668\u95f4\u7b80\u62a5\u201d\u7684\u5b9a\u4f4d\u8fc7\u4e8e\u805a\u7126\uff0c\u5982\u4f55\u6269\u5c55\u5230\u5168\u5929\u7684\u52a8\u6001\u4fe1\u606f\u6d41\u7ba1\u7406\uff0c\u662f\u5176\u589e\u957f\u5fc5\u987b\u56de\u7b54\u7684\u95ee\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cDirac\u5c55\u73b0\u4e86\u4e00\u4e2a\u6b63\u786e\u7684\u65b9\u5411\uff0c\u4f46\u4ece\u4e00\u4e2a\u89e3\u51b3\u4e2a\u4eba\u75db\u70b9\u7684\u201c\u6709\u7528\u5de5\u5177\u201d\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u88ab\u5e7f\u6cdb\u4fe1\u8d56\u7684\u201c\u6570\u5b57\u4f34\u4fa3\u201d\uff0c\u5b83\u5fc5\u987b\u5728AI\u7684\u53ef\u9760\u6027\u3001\u900f\u660e\u6027\u4e0e\u7528\u6237\u63a7\u5236\u611f\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e3a\u7528\u6237\u7684\u7126\u8651\u6e05\u5355\u4e0a\uff0c\u53c8\u589e\u6dfb\u4e86\u4e00\u4e2a\u9700\u8981\u88ab\u76d1\u63a7\u548c\u7ba1\u7406\u7684\u201c\u81ea\u52a8\u5316\u667a\u80fd\u4f53\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\">Dirac<\/span>\n <\/div>\n<div class=\"comment-content\">Stop spending 20 minutes catching up. Jump straight into the important stuff. Dirac gathers updates from all your daily tabs – discord, email etc… before condensing them into a 30-second summary so that you can start ready, not overwhelmed. Built to give you back your mornings, No wasted time in tab-hopping. No manual context-gathering.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Peter, founder of Dirac. Super excited to launch this product which I’ve been working on for the past few months.\ud83d\ude04<\/p>\n<p>Quick story: We started out trying to build a Jarvis-style AI agent (ambitious, I know). \ud83d\ude05 Pivoted twice. Lost a co-founder. Ended up solving our own daily pain point\u2014wasting 20 minutes every morning just catching up on what happened last night. It uses the same agent-control technology as Manus and Vy by Vercept, to deliver you the perfect morning summary.<\/p>\n<p>I’m here all day to answer questions, take feedback, and probably fix some bugs in real-time \ud83d\ude42<\/p>\n<p>What does your morning routine look like? How do you catch up on everything before starting work? What apps do you use daily?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Question: What might be the safety boundaries which you might want Dirac to implement without losing much functionality? EG. pause button, less controls, etc…<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#20<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/5RDIYBJHK6E2CI\" class=\"app-title\">MemoryBubble<\/a><\/p>\n<div class=\"one-liner\">Pop Bubbles To clean your Mac’s memory<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">87<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u53ef\u89c6\u5316\u6c14\u6ce1\u548c\u8fdb\u7a0b\u6811\u6a21\u5f0f\uff0c\u5b9e\u65f6\u76d1\u63a7\u4e0e\u6e05\u7406Mac\u5185\u5b58\u7684\u5de5\u5177\uff0c\u5728Mac\u56e0\u5185\u5b58\u5360\u7528\u8fc7\u9ad8\u800c\u5361\u987f\u3001\u98ce\u6247\u72c2\u8f6c\u65f6\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u76f4\u89c2\u4e14\u5177\u8da3\u5473\u6027\u7684\u5185\u5b58\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\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\/821155f8-b63e-433d-8af1-786119564340.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=BORrnO5lDxI\"><source src=\"https:\/\/www.youtube.com\/watch?v=BORrnO5lDxI\" 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\/3901f0e8-2c1a-4aaf-acb5-bff9626e8966.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1dded35b-79b5-45ce-b557-b0b4365c26bc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b0dc2c69-7baf-496c-af23-941abd73fdc0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Apple<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac\u5185\u5b58\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u4f18\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u5185\u5b58\u76d1\u63a7<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u8f7b\u91cf\u7ea7\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5316\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">SwiftUI\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8fdb\u7a0b\u7ba1\u7406<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u6e38\u620f\u5316\u6982\u5ff5\u4e0e\u89c6\u89c9\u8bbe\u8ba1\uff0c\u4f46\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u4e09\u70b9\uff1a1. \u62c5\u5fe7\u5e94\u7528\u81ea\u8eab\u8d44\u6e90\u5360\u7528\u662f\u5426\u8fc7\u9ad8\uff1b2. \u8be2\u95ee\u6c14\u6ce1\u5927\u5c0f\u662f\u5426\u968f\u5185\u5b58\u4f7f\u7528\u5b9e\u65f6\u53d8\u5316\uff1b3. \u6307\u51fa\u7f51\u7ad9\u4f53\u9a8c\u4e0d\u4f73\u53ca\u652f\u4ed8\u6d41\u7a0b\u5b58\u5728\u6545\u969c\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 MemoryBubble\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u5728\u4e8e\u8bd5\u56fe\u5c06\u201c\u5185\u5b58\u6e05\u7406\u201d\u8fd9\u4e00\u5e95\u5c42\u3001\u67af\u71e5\u7684\u7cfb\u7edf\u7ef4\u62a4\u52a8\u4f5c\uff0c\u8fdb\u884c\u6e38\u620f\u5316\u4e0e\u53ef\u89c6\u5316\u5305\u88c5\uff0c\u4ece\u800c\u5207\u5165\u4e00\u4e2a\u88ab\u4f20\u7edf\u5de5\u5177\u5ffd\u89c6\u7684\u60c5\u611f\u75db\u70b9\uff1a\u7528\u6237\u9762\u5bf9\u7cfb\u7edf\u5361\u987f\u65f6\u7684\u7126\u8651\u4e0e\u65e0\u529b\u611f\u3002\u5176\u201c\u634f\u6ce1\u6ce1\u201d\u7684\u4ea4\u4e92\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u201c\u5f3a\u5236\u9000\u51fa\u201d\u8fdb\u7a0b\u7684\u884c\u4e3a\u4eea\u5f0f\u5316\u3001\u89e3\u538b\u5316\uff0c\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u5de7\u5999\u7684\u5fc3\u7406\u8bbe\u8ba1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u4e00\u4e2a\u6839\u672c\u6027\u7684\u903b\u8f91\u6096\u8bba\u4e0e\u5e02\u573a\u62f7\u95ee\u3002\u9996\u5148\uff0c\u6280\u672f\u5c42\u9762\uff0c\u5176\u5ba3\u79f0\u7684\u201c\u6e05\u7406\u201d\u529f\u80fd\u5728macOS\u5185\u5b58\u7ba1\u7406\u673a\u5236\u4e0b\u4ef7\u503c\u5b58\u7591\u3002macOS\u672c\u8eab\u5df2\u6709\u9ad8\u6548\u7684\u5185\u5b58\u538b\u7f29\u4e0e\u4ea4\u6362\u673a\u5236\uff0c\u4e3b\u52a8\u201c\u6e05\u7406\u201d\u7a7a\u95f2\u5185\u5b58\u672a\u5fc5\u80fd\u63d0\u5347\u6027\u80fd\uff0c\u53cd\u800c\u53ef\u80fd\u6253\u65ad\u7cfb\u7edf\u4f18\u5316\u3002\u5176\u771f\u6b63\u63d0\u4f9b\u7684\uff0c\u6216\u8bb8\u66f4\u63a5\u8fd1\u4e8e\u201c\u8fdb\u7a0b\u5f3a\u5236\u7ed3\u675f\u201d\u7684\u589e\u5f3a\u7248\u89c6\u56fe\u4e0e\u64cd\u4f5c\u754c\u9762\uff0c\u800c\u975e\u5e95\u5c42\u5185\u5b58\u4f18\u5316\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u5f62\u6001\u4e0a\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5176\u81ea\u8eab\u8d44\u6e90\u5360\u7528\u7684\u62c5\u5fe7\u4e00\u9488\u89c1\u8840\u3002\u4e00\u4e2a\u4ee5\u201c\u8f7b\u91cf\u201d\u4e3a\u5356\u70b9\u7684\u5185\u5b58\u5de5\u5177\uff0c\u82e5\u56e0\u534e\u4e3d\u7684\u7c92\u5b50\u6548\u679c\u4e0e\u5b9e\u65f6\u52a8\u753b\u6d88\u8017\u4e86\u53ef\u89c2\u7684CPU\/GPU\u8d44\u6e90\uff0c\u5c06\u6784\u6210\u6700\u5927\u7684\u53cd\u8bbd\u3002\u5f00\u53d1\u56e2\u961f\u56de\u5e94\u201c\u5b89\u88c5\u5305\u5c0f\u4e8e5MB\u201d\u662f\u7b2c\u4e00\u6b65\uff0c\u4f46\u8fd0\u884c\u65f6\u5360\u7528\u624d\u662f\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u770b\uff0c\u5b83\u7784\u51c6\u7684\u662f\u90a3\u4e9b\u5bf9Activity Monitor\u611f\u5230\u754f\u60e7\u6216\u538c\u5026\u7684\u666e\u901a\u7528\u6237\uff0c\u7528\u89c6\u89c9\u6109\u60a6\u964d\u4f4e\u6280\u672f\u95e8\u69db\u3002\u4f46\u4ed8\u8d39\u5899\uff08\u4ece\u8bc4\u8bba\u4e2d\u652f\u4ed8\u6545\u969c\u53ef\u77e5\u5176\u4e3a\u4ed8\u8d39\u5e94\u7528\uff09\u5c06\u4f7f\u5176\u76f4\u63a5\u4e0e\u4f17\u591a\u514d\u8d39\u4e14\u6210\u719f\u7684\u7cfb\u7edf\u76d1\u63a7\u5de5\u5177\u7ade\u4e89\u3002\u5176\u957f\u671f\u751f\u5b58\u7684\u5173\u952e\uff0c\u4e0d\u5728\u4e8e\u201c\u6ce1\u6ce1\u201d\u662f\u5426\u597d\u770b\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u63d0\u4f9b\u8d85\u8d8a\u7cfb\u7edf\u539f\u751f\u5de5\u5177\u7684\u771f\u6b63\u6d1e\u5bdf\u2014\u2014\u4f8b\u5982\uff0c\u66f4\u667a\u80fd\u5730\u8bc6\u522b\u5185\u5b58\u6cc4\u6f0f\u3001\u5f02\u5e38\u8fdb\u7a0b\uff0c\u6216\u63d0\u4f9b\u53ef\u884c\u7684\u4f18\u5316\u5efa\u8bae\uff0c\u800c\u975e\u4ec5\u4ec5\u63d0\u4f9b\u4e00\u4e2a\u597d\u770b\u7684\u201c\u7ed3\u675f\u8fdb\u7a0b\u201d\u6309\u94ae\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u201c\u7f8e\u4e3d\u7684\u73a9\u5177\u201d\uff0c\u65b0\u9c9c\u611f\u8fc7\u540e\u96be\u9003\u88ab\u5378\u8f7d\u7684\u547d\u8fd0\u3002\u5176\u771f\u6b63\u7684\u6311\u6218\uff0c\u662f\u5982\u4f55\u5728\u201c\u5f62\u5f0f\u521b\u65b0\u201d\u4e0e\u201c\u529f\u80fd\u5b9e\u8d28\u201d\u4e4b\u95f4\u627e\u5230\u7a33\u56fa\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\">MemoryBubble<\/span>\n <\/div>\n<div class=\"comment-content\">MemoryBubble is a Mac memory cleaning app that helps you monitor and clean memory in real-time with process tree and memory bubble visualization modes.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the concept! My only concern with visual-heavy utilities is their own footprint. The irony of running a heavy app to clean memory would be painful. \ud83d\udcc9 Is the app built with native Swift\/SwiftUI to ensure it stays lightweight, or is it web-tech based?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@yoang_loo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@yoang_loo<\/a> native Swift\/SwiftUI. The installation package is less than 5MB.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83e\udee7 Gamifying the act of force quit is brilliant. We’ve all had those moments where we want to physically destroy a lagging app, so ‘popping’ it sounds incredibly therapeutic. Does the bubble size dynamically resize in real-time as the app’s memory usage spikes?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">Hey Product Hunt! \ud83d\udc4b I’m thrilled to launch MemoryBubble \u2013 a delightfully different way to manage your Mac’s memory! <\/p>\n<p>Why I built this:<br \/>\nWe’ve all been there \u2013 your Mac slows down, fans spin up, and you’re hunting through Activity Monitor trying to figure out what’s eating your RAM. I wanted to make memory management not just functional, but actually enjoyable. <\/p>\n<p>What makes MemoryBubble special: <\/p>\n<p>\ud83e\udee7 Bubble Physics Mode \u2013 Watch your processes float around as bubbles sized by memory usage. Double-click to pop them (with satisfying particle effects and sound!). It’s like cleaning your Mac became a zen experience. <\/p>\n<p>\ud83c\udf33 Process Tree Mode \u2013 For when you need the traditional hierarchical view with parent-child relationships and detailed controls. <\/p>\n<p>\ud83d\udcca Real-time Monitoring \u2013 See exactly what’s consuming your memory, with smart filtering and priority management. <\/p>\n<p> I’d love to hear what you think! What features would make memory management easier for you? <\/p>\n<p>Download and give it a try \u2013 let’s make memory management fun! \ud83d\ude80<\/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>Nice app idea ! However you should enhance your website to make sure that it feels less vide-coded.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Plus I cannot manage to buy your product, when I try to purchase it the app opens a new tab in my browser, then when I go back in the app and do the same, it re-opens me a new tab, etc … without any payment interface. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, a delightful flower in the forest of ai slop. I see the graphics are heavily similar to the beautiful ui of windows aero. What inspired you to make ts? \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>Well this is genius! Congrats on the launch <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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 addTouchOptimization() {\n if (isMobile) {\n \/\/ \u4e3a\u6240\u6709\u53ef\u70b9\u51fb\u5143\u7d20\u6dfb\u52a0\u89e6\u6478\u53cd\u9988\n const clickableElements = document.querySelectorAll(\n '.media-content, .close, .video-overlay, .play-icon'\n );<\/p>\n<p> clickableElements.forEach(el => {\n el.style.touchAction = 'manipulation'; \/\/ \u9632\u6b62\u53cc\u51fb\u7f29\u653e\n });\n }\n }<\/p>\n<p> \/\/ \u4e3a\u6240\u6709\u56fe\u7247\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\n const images = document.querySelectorAll(\"img.media-content\");\n images.forEach(img => {\n img.onclick = function() {\n modal.style.display = \"block\";\n modalImg.src = this.src;\n \/\/ \u963b\u6b62\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"hidden\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n img.addEventListener('touchstart', function(e) {\n \/\/ \u9632\u6b62\u89e6\u6478\u4e8b\u4ef6\u89e6\u53d1\u4e0d\u5fc5\u8981\u7684\u884c\u4e3a\n e.preventDefault();\n this.click();\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6 - \u8df3\u8f6c\u5230\u89c6\u9891URL\n const videos = document.querySelectorAll(\"video.media-content\");\n videos.forEach(video => {\n \/\/ \u70b9\u51fb\u89c6\u9891\u672c\u8eab\u65f6\u8df3\u8f6c\u5230\u89c6\u9891URL\n video.onclick = function(e) {\n \/\/ \u68c0\u67e5\u70b9\u51fb\u76ee\u6807\u662f\u5426\u662f\u89c6\u9891\u63a7\u4ef6\u6216\u5176\u5b50\u5143\u7d20\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> \/\/ \u5411\u4e0a\u904d\u5386DOM\uff0c\u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\u5143\u7d20\n while (target && target !== this) {\n \/\/ \u68c0\u67e5\u662f\u5426\u6709\u63a7\u4ef6\u76f8\u5173\u7684\u7c7b\u540d\u6216\u5c5e\u6027\n if (target.classList.contains('video-js') || \n target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.tagName.toLowerCase() === 'select' ||\n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> \/\/ \u53ea\u6709\u5f53\u70b9\u51fb\u7684\u662f\u89c6\u9891\u672c\u8eab\u800c\u975e\u63a7\u4ef6\u65f6\u624d\u8df3\u8f6c\n if (!isControlClick && e.target.tagName.toLowerCase() === 'video') {\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n video.addEventListener('touchstart', function(e) {\n \/\/ \u68c0\u67e5\u662f\u5426\u70b9\u51fb\u4e86\u63a7\u4ef6\n let isControlClick = false;\n let target = e.target;<\/p>\n<p> while (target && target !== this) {\n if (target.tagName.toLowerCase() === 'button' || \n target.tagName.toLowerCase() === 'input' || \n target.className.includes('control')) {\n isControlClick = true;\n break;\n }\n target = target.parentElement;\n }<\/p>\n<p> if (!isControlClick) {\n e.preventDefault();\n const videoUrl = this.getAttribute('data-video-url') || this.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u4e3a\u89c6\u9891\u906e\u7f69\u6dfb\u52a0\u70b9\u51fb\u4e8b\u4ef6\uff0c\u786e\u4fdd\u70b9\u51fb\u906e\u7f69\u4e5f\u80fd\u8df3\u8f6c\n const videoOverlays = document.querySelectorAll('.video-overlay');\n videoOverlays.forEach(overlay => {\n overlay.onclick = function(e) {\n \/\/ \u963b\u6b62\u4e8b\u4ef6\u5192\u6ce1\u5230\u89c6\u9891\u5143\u7d20\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n overlay.addEventListener('touchstart', function(e) {\n e.preventDefault();\n e.stopPropagation();\n const video = this.parentElement.querySelector('video.media-content');\n if (video) {\n const videoUrl = video.getAttribute('data-video-url') || video.querySelector('source').src;\n window.open(videoUrl, '_blank');\n }\n }, { passive: false });\n }\n });<\/p>\n<p> \/\/ \u5173\u95ed\u6a21\u6001\u6846\n closeBtn.onclick = function() {\n modal.style.display = \"none\";\n \/\/ \u6062\u590d\u80cc\u666f\u6eda\u52a8\n document.body.style.overflow = \"auto\";\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n closeBtn.addEventListener('touchstart', function(e) {\n e.preventDefault();\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }, { passive: false });\n }<\/p>\n<p> \/\/ \u70b9\u51fb\u6a21\u6001\u6846\u5916\u90e8\u5173\u95ed\n window.onclick = function(event) {\n if (event.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }<\/p>\n<p> \/\/ \u4e3a\u79fb\u52a8\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u4e8b\u4ef6\u652f\u6301\n if (isMobile) {\n modal.addEventListener('touchstart', function(e) {\n if (e.target === modal) {\n modal.style.display = \"none\";\n document.body.style.overflow = \"auto\";\n }\n }, { passive: true });\n }<\/p>\n<p> \/\/ \u6309ESC\u952e\u5173\u95ed\u6a21\u6001\u6846\n document.addEventListener('keydown', function(event) {\n if (event.key === 'Escape' && modal.style.display === 'block') {\n modal.style.display = 'none';\n document.body.style.overflow = \"auto\";\n }\n });<\/p>\n<p> \/\/ \u68c0\u67e5\u6bcf\u4e2a\u5a92\u4f53\u753b\u5eca\u4e2d\u662f\u5426\u53ea\u6709\u4e00\u4e2a\u9879\u76ee\uff0c\u5982\u679c\u662f\uff0c\u6dfb\u52a0single-item\u7c7b\n document.querySelectorAll('.media-gallery').forEach(gallery => {\n if (gallery.querySelectorAll('.media-item-wrapper').length === 1) {\n gallery.classList.add('single-item');\n }\n });<\/p>\n<p> \/\/ 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