\n \n \n Product Hunt \u6bcf\u65e5\u70ed\u699c 2025-12-12<\/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 | 2025-12-12<\/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\/CRVOHMUBPBYCU7\" class=\"app-title\">Gemini Deep Research Agent<\/a><\/p>\n<div class=\"one-liner\">The best research agent is open for devs<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">369<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u57fa\u4e8eGemini 3.0 Pro\u7684\u6df1\u5ea6\u7814\u7a76\u667a\u80fd\u4f53API\uff0c\u53ef\u81ea\u4e3b\u89c4\u5212\u3001\u6267\u884c\u5e76\u6574\u5408\u591a\u6b65\u9aa4\u7814\u7a76\u4efb\u52a1\uff0c\u4e3a\u5f00\u53d1\u8005\u5728\u6784\u5efa\u4f1a\u8bae\u52a9\u624b\u3001\u751f\u4ea7\u529b\u5de5\u5177\u7b49\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u4e86\u4ece\u6d77\u91cf\u4fe1\u606f\u4e2d\u81ea\u52a8\u83b7\u53d6\u5e76\u7ed3\u6784\u5316\u6df1\u5ea6\u89c1\u89e3\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\/fa812fde-ba18-416a-88f4-9df75eff949e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/375d0924-7d25-4042-b669-e7afd38c46d1.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/701d46c6-6fc9-4c0c-9626-61243b8c1d5e.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4a70d8a2-7393-4821-9cbd-12fc7c06401c.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\/2f460448-bcbf-41e0-bcce-243053ea9f94.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">API<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u7814\u7a76\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u591a\u6b65\u63a8\u7406<\/span><br \/>\n <span class=\"tag\">API\u670d\u52a1<\/span><br \/>\n <span class=\"tag\">\u4fe1\u606f\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u8c37\u6b4cGemini<\/span><br \/>\n <span class=\"tag\">\u6df1\u5ea6\u5206\u6790<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u8d85\u8d8a\u7b80\u5355\u641c\u7d22\u7684\u6df1\u5ea6\u7814\u7a76\u80fd\u529b\uff0c\u7279\u522b\u662f\u81ea\u4e3b\u89c4\u5212\u4e0e\u8fed\u4ee3\u586b\u8865\u77e5\u8bc6\u7f3a\u53e3\u7684\u529f\u80fd\u3002\u4e3b\u8981\u5efa\u8bae\u4e0e\u95ee\u9898\u96c6\u4e2d\u5728\uff1a\u589e\u52a0\u7ed3\u679c\u6eaf\u6e90\u900f\u660e\u5ea6\u4ee5\u663e\u793a\u5173\u952e\u6765\u6e90\uff1b\u652f\u6301\u5bf9\u63a5\u79c1\u6709\u6216\u9886\u57df\u7279\u5b9a\u77e5\u8bc6\u5e93\uff1b\u660e\u786e\u590d\u6742\u591a\u6b65\u4efb\u52a1\u7684\u5177\u4f53API\u5b9a\u4ef7\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Gemini Deep Research Agent \u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u4e2a\u65b0\u529f\u80fd\uff0c\u4e0d\u5982\u8bf4\u662f\u8c37\u6b4c\u5c06\u201c\u667a\u80fd\u4f53\u5373\u57fa\u7840\u8bbe\u65bd\u201d\u7406\u5ff5\u7684\u4e00\u6b21\u91cd\u8981\u843d\u5730\u3002\u5b83\u5265\u79bb\u4e86AI\u7814\u7a76\u4e2d\u82b1\u54e8\u7684\u524d\u7aef\uff0c\u76f4\u63a5\u4ee5API\u5f62\u5f0f\u63d0\u4f9b\u201c\u81ea\u4e3b\u7814\u7a76\u201d\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u8fd9\u6807\u5fd7\u7740AI\u5e94\u7528\u5f00\u53d1\u6b63\u4ece\u201c\u8c03\u7528\u6a21\u578b\u201d\u8fc8\u5411\u201c\u8c03\u7528\u667a\u80fd\u5de5\u4f5c\u6d41\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u7814\u7a76\u4efb\u52a1\u201c\u5de5\u7a0b\u5316\u201d\u3002\u5b83\u5e76\u975e\u7b80\u5355\u4e32\u8054\u641c\u7d22\u4e0e\u603b\u7ed3\uff0c\u800c\u662f\u5f15\u5165\u4e86\u201c\u89c4\u5212-\u6267\u884c-\u8bc6\u522b\u7f3a\u53e3-\u8fed\u4ee3\u201d\u7684\u95ed\u73af\u903b\u8f91\uff0c\u8fd9\u6a21\u4eff\u4e86\u4eba\u7c7b\u7814\u7a76\u8005\u7684\u601d\u7ef4\u8fc7\u7a0b\uff0c\u8bd5\u56fe\u89e3\u51b3\u5f53\u524dAI\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u903b\u8f91\u65ad\u88c2\u3001\u6d45\u5c1d\u8f84\u6b62\u7684\u6838\u5fc3\u7f3a\u9677\u3002\u8fd9\u5bf9\u4e8e\u9700\u8981\u80cc\u666f\u6df1\u5ea6\u7814\u7a76\u7684\u573a\u666f\uff08\u5982\u5e02\u573a\u5206\u6790\u3001\u4f1a\u8bae\u51c6\u5907\uff09\u662f\u8d28\u53d8\uff0c\u5f00\u53d1\u8005\u53ef\u5c06\u5176\u4f5c\u4e3a\u8ba4\u77e5\u5f15\u64ce\u5d4c\u5165\u5404\u7c7b\u5e94\u7528\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5149\u73af\u4e4b\u4e0b\u6697\u85cf\u6311\u6218\u3002\u9996\u5148\uff0c\u5176\u201c\u9ed1\u7bb1\u201d\u5f0f\u7684\u7814\u7a76\u8fc7\u7a0b\u7f3a\u4e4f\u53ef\u89e3\u91ca\u6027\uff0c\u6b63\u5982\u7528\u6237\u6240\u6307\uff0c\u7f3a\u5c11\u5173\u952e\u6765\u6e90\u6eaf\u6e90\uff0c\u8fd9\u5728\u4e25\u8c28\u7684\u5546\u4e1a\u6216\u5b66\u672f\u573a\u666f\u4e2d\u662f\u81f4\u547d\u4f24\u3002\u5176\u6b21\uff0c\u5176\u80fd\u529b\u8fb9\u754c\u53d7\u9650\u4e8e\u901a\u7528\u6a21\u578b\u4e0e\u516c\u5f00\u7f51\u7edc\u4fe1\u606f\uff0c\u5982\u4f55\u4e0e\u4f01\u4e1a\u7684\u79c1\u6709\u77e5\u8bc6\u56fe\u8c31\u6df1\u5ea6\u878d\u5408\uff0c\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u6253\u5165\u9ad8\u4ef7\u503c\u4f01\u4e1a\u5e02\u573a\u7684\u5173\u952e\uff0c\u76ee\u524d\u770b\u4ecd\u662f\u7a7a\u767d\u3002\u6700\u540e\uff0c\u591a\u6b65\u9aa4\u3001\u957f\u8017\u65f6\u7684\u4efb\u52a1\u6210\u672c\u96be\u4ee5\u9884\u4f30\uff0c\u867d\u7136\u76ee\u524d\u641c\u7d22\u514d\u8d39\uff0c\u4f46\u957f\u671f\u770b\uff0c\u590d\u6742\u7814\u7a76\u7684\u6210\u672c\u63a7\u5236\u4ecd\u662f\u60ac\u5728\u5f00\u53d1\u8005\u5934\u4e0a\u7684\u8fbe\u6469\u514b\u5229\u65af\u4e4b\u5251\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4e4b\uff0c\u8fd9\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u8303\u5f0f\u5c55\u793a\uff0c\u8bc1\u660e\u4e86\u591a\u6b65\u63a8\u7406\u667a\u80fd\u4f53\u5728\u5782\u76f4\u9886\u57df\u7684\u53ef\u884c\u6027\u3002\u4f46\u5b83\u66f4\u50cf\u662f\u4e00\u53f0\u6027\u80fd\u5353\u8d8a\u7684\u201c\u539f\u578b\u673a\u201d\uff0c\u8981\u6210\u4e3a\u5404\u884c\u5404\u4e1a\u53ef\u9760\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5fc5\u987b\u5728\u900f\u660e\u5ea6\u3001\u5b9a\u5236\u5316\u4e0e\u6210\u672c\u786e\u5b9a\u6027\u4e0a\uff0c\u7ed9\u51fa\u66f4\u6210\u719f\u7684\u5de5\u4e1a\u7ea7\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u7684\u51fa\u73b0\uff0c\u62c9\u5f00\u4e86\u4e0b\u4e00\u4ee3AI\u5e94\u7528\u7ade\u4e89\u7684\u5e8f\u5e55\uff1a\u7ade\u4e89\u7126\u70b9\u5c06\u4ece\u6a21\u578b\u80fd\u529b\uff0c\u8f6c\u5411\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7684\u53ef\u9760\u6027\u4e0e\u751f\u6001\u6574\u5408\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\">Gemini Deep Research Agent<\/span>\n <\/div>\n<div class=\"comment-content\">The Gemini Deep Research Agent is now available to developers via the Interactions API. Powered by Gemini 3.0 Pro, it autonomously plans, executes, and synthesizes multi-step research tasks.<\/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>I’ve been waiting for this one.<\/p>\n<p>Among all the “deep research” features out there, Gemini’s implementation has consistently been my #1 recommendation and the only one I use long-term. Now, every developer can embed this capability via the new <a href=\"https:\/\/blog.google\/technology\/developers\/interactions-api\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Interactions API<\/a>.<\/p>\n<p>This agent goes beyond simple queries. Instead of just searching, the system autonomously plans, reads results, identifies knowledge gaps, and iterates on the fly. You get support for long-running background tasks that synthesize massive amounts of info into detailed reports, with full control over the output structure via prompting.<\/p>\n<p>This is perfect for meeting assistants and productivity tools. I can’t wait to add this to <a href=\"https:\/\/www.producthunt.com\/products\/flowtica-scribe\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"flowtica-scribe\" target=\"_blank\" rel=\"noopener\">@Flowtica Scribe<\/a> to automate background research :))<\/p>\n<p>Kudos!<\/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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> That’s fantastic news about the Interactions API! The autonomous, iterative planning to fill knowledge gaps is exactly what takes an agent from a simple search tool to a genuine research assistant. Exciting to see how you integrate this into Flowtica Scribe!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> <\/p>\n<p>Love how you described the gap between simple search features and true deep-research workflows. Your breakdown makes it clear why this API is a big deal for builders\u2014especially the part about iterative gap-filling and controlled output structure. Excited to see how you bring this into Flowtica Scribe!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a> <\/p>\n<p>Gemini is by far one of my favorite models out there! I use it often and even implemented Gemini into my own project. I am definitely checking this one out here soon as well.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey there,<\/p>\n<p>As someone who works with mood boards, floor plans, and client notes all day, the idea of a single tool that can genuinely understand and connect text, images, and sketches is incredibly promising. If Gemini works as described, it could help me quickly pull themes from a pile of inspiration photos or summarize a lengthy client brief into clear visual directives. Having that kind of multimodal analysis in one place would cut down on a lot of manual cross-referencing. I’m cautiously optimistic to see if it can handle the nuance of subjective taste, or if it’ll just suggest gray everything. The potential here is massive.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This looks very powerful for long-form research. A feature showing which sources were most influential in the final output would add transparency.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 just had Gemini deep research perform some market sizing research and run a bottom-up calculation. Genuinely impressed by the results. It reasoned well, found solid sources and explained the calculation and future outlook well. Excited to use this product more often! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Really impressed with the Gemini Deep Research Agent capabilities. The autonomous planning and multi-step synthesis is a huge unlock for research workflows. Key question though – how does it handle proprietary datasets or domain-specific knowledge that need fine-tuning? That’s where most enterprise buyers get stuck. Would love to see integration patterns for custom knowledge bases!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>What is the price for the API? I can’t find it<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@daniel_d7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@daniel_d7<\/a> See <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing#pricing-for-agents\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">here<\/a>. It seems to match Gemini 3.0 Pro pricing. Hard to estimate the exact cost per task given the multi-step workflow, but the <a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/deep-research#availability-and-pricing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">good news<\/a> is that Google Search tool calls are free until Jan 5, 2026, which should offset part of the cost these days.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">#2<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/2T7SD274BEAJIT\" class=\"app-title\">Visual Editor<\/a><\/p>\n<div class=\"one-liner\">Edit web apps visually in the Cursor Browser<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">350<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u96c6\u6210\u5728 Cursor \u6d4f\u89c8\u5668\u5185\u7684\u53ef\u89c6\u5316\u7f16\u8f91\u5668\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5728\u53ef\u89c6\u5316\u754c\u9762\u4e2d\u7f16\u8f91\u7f51\u9875\u5e94\u7528\uff0c\u540c\u65f6\u7531AI\u4ee3\u7406\u540c\u6b65\u66f4\u65b0\u4ee3\u7801\uff0c\u65e8\u5728\u5f25\u5408\u89c6\u89c9\u8bbe\u8ba1\u4e0e\u5b9e\u9645\u4ee3\u7801\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\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\/1fe90092-b2e3-4030-a6ce-ffd8a40a06e8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3cd95817-80b1-4ad0-87b9-89477d65bedb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f8a9084f-ec3d-4c47-a0e6-3619651b16c4.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/46af9716-d2a1-4131-b742-e6c246e727a6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Software Engineering<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u5e94\u7528\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">Cursor\u751f\u6001<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4ee3\u7801\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u5b9e\u65f6\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3aCursor\u662f\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\uff0cAI\u52a9\u624b\u5b9e\u7528\u6027\u5f3a\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u5728\u53d1\u5e03\u65f6\u7684\u9519\u8bef\u94fe\u63a5\uff08\u5df2\u4fee\u590d\uff09\u3002\u6709\u8bc4\u8bba\u8d28\u7591\u5176\u662f\u5426\u8fdb\u5165Framer\/Webflow\u7684\u9886\u57df\uff0c\u53e6\u6709\u7528\u6237\u8be2\u95eeAI\u5904\u7406\u5927\u5757\u4ee3\u7801\u7684\u80fd\u529b\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Cursor Browser \u7684 Visual Editor \u5e76\u975e\u7b80\u5355\u7684\u201c\u53c8\u4e00\u4e2a\u201d\u4f4e\u4ee3\u7801\u5de5\u5177\uff0c\u5176\u771f\u6b63\u950b\u8292\u5728\u4e8e\u8bd5\u56fe\u7528AI\u4f5c\u4e3a\u7c98\u5408\u5242\uff0c\u5f3a\u884c\u7f1d\u5408\u201c\u89c6\u89c9\u7f16\u8f91\u201d\u4e0e\u201c\u4ee3\u7801\u751f\u6210\u201d\u8fd9\u4e24\u4e2a\u957f\u671f\u5272\u88c2\u7684\u7ef4\u5ea6\u3002\u4f20\u7edf\u4f4e\u4ee3\u7801\u5e73\u53f0\uff08\u5982Webflow\uff09\u7684\u7ec8\u70b9\u662f\u751f\u6210\u9ed1\u7bb1\u4ee3\u7801\u6216\u53d7\u9650\u6a21\u677f\uff0c\u800c\u4e13\u4e1aIDE\u7684\u8d77\u70b9\u662f\u7eaf\u6587\u672c\u4ee3\u7801\u3002Cursor\u6b64\u4e3e\uff0c\u662f\u8ba9\u5f00\u53d1\u8005\u5728\u4e00\u4e2a\u517c\u5177\u6d4f\u89c8\u5668\u6e32\u67d3\u548c\u4ee3\u7801\u7f16\u8f91\u80fd\u529b\u7684\u7edf\u4e00\u73af\u5883\u4e2d\uff0c\u4ee5\u201c\u6240\u89c1\u5373\u6240\u5f97\u201d\u7684\u65b9\u5f0f\u64cd\u4f5c\uff0c\u5e76\u7531AI\u5b9e\u65f6\u63a8\u5bfc\u5e76\u4fee\u6539\u5e95\u5c42\u4ee3\u7801\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5bf9\u201c\u5f00\u53d1\u73af\u5883\u201d\u7684\u4e00\u6b21\u91cd\u6784\uff0c\u5c06AI\u4ece\u201c\u4ee3\u7801\u5efa\u8bae\u8005\u201d\u63d0\u5347\u4e3a\u201c\u4ee3\u7801\u540c\u6b65\u6267\u884c\u8005\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u3002\u9996\u5148\uff0c\u6280\u672f\u5929\u82b1\u677f\u663e\u8457\uff1aAI\u80fd\u5426\u7cbe\u51c6\u65e0\u8bef\u5730\u5c06\u590d\u6742\u7684\u89c6\u89c9\u8c03\u6574\u6620\u5c04\u4e3a\u6b63\u786e\u7684\u3001\u53ef\u7ef4\u62a4\u7684\u4ee3\u7801\u903b\u8f91\uff0c\u5c24\u5176\u662f\u5728\u6d89\u53ca\u72b6\u6001\u7ba1\u7406\u548c\u4ea4\u4e92\u903b\u8f91\u65f6\uff1f\u8fd9\u4ecd\u662f\u672a\u77e5\u6570\u3002\u5176\u6b21\uff0c\u5b9a\u4f4d\u7565\u663e\u6a21\u7cca\uff1a\u5bf9\u4e8e\u8ffd\u6c42\u6781\u81f4\u63a7\u5236\u7684\u524d\u7aef\u5f00\u53d1\u8005\uff0c\u5b83\u53ef\u80fd\u663e\u5f97\u7b28\u91cd\u4e14\u4e0d\u591f\u900f\u660e\uff1b\u5bf9\u4e8e\u771f\u6b63\u7684\u65e0\u4ee3\u7801\u7528\u6237\uff0c\u5176\u4ecd\u9700\u4e0e\u4ee3\u7801\u6982\u5ff5\u6253\u4ea4\u9053\uff0c\u95e8\u69db\u4e0d\u4f4e\u3002\u8bc4\u8bba\u4e2d\u5c06\u5176\u4e0eFramer\/Webflow\u7c7b\u6bd4\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u8fd9\u79cd\u5b9a\u4f4d\u7126\u8651\u2014\u2014\u5b83\u4f3c\u4e4e\u5728\u4e89\u593a\u4e00\u4e2a\u5c1a\u672a\u88ab\u6e05\u6670\u5b9a\u4e49\u7684\u4e2d\u95f4\u5e02\u573a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u4ef7\u503c\u6216\u8bb8\u4e0d\u5728\u4e8e\u201c\u66ff\u4ee3\u201d\uff0c\u800c\u5728\u4e8e\u201c\u878d\u5408\u201d\u3002\u5b83\u4e3a\u8d44\u6df1\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5feb\u901f\u539f\u578b\u548c\u8fed\u4ee3\u89c6\u89c9\u5c42\u7684\u5f3a\u5927\u6c99\u76d2\uff0c\u4e5f\u4e3a\u5168\u6808\u6216\u5c0f\u578b\u56e2\u961f\u538b\u7f29\u4e86\u524d\u540e\u7aef\u6c9f\u901a\u6210\u672c\u3002\u5982\u679c\u5176AI\u4ee3\u7406\u7684\u4ee3\u7801\u66f4\u65b0\u80fd\u529b\u8db3\u591f\u53ef\u9760\uff0c\u5b83\u53ef\u80fd\u5f00\u521b\u4e00\u79cd\u201c\u4eba\u673a\u534f\u540c\u201d\u7684\u65b0\u5f00\u53d1\u8303\u5f0f\uff1a\u4eba\u7c7b\u8d1f\u8d23\u521b\u610f\u3001\u51b3\u7b56\u4e0e\u5ba1\u67e5\uff0cAI\u8d1f\u8d23\u6267\u884c\u7e41\u7410\u3001\u673a\u68b0\u7684\u4ee3\u7801\u8f6c\u6362\u3002\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u5b8c\u5168\u53d6\u51b3\u4e8e\u5176AI\u201c\u4ee3\u7406\u201d\u5728\u771f\u5b9e\u3001\u590d\u6742\u9879\u76ee\u4e2d\u7684\u201c\u667a\u5546\u201d\u4e0e\u7a33\u5b9a\u6027\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u8fc8\u51fa\u4e86\u5927\u80c6\u4e14\u65b9\u5411\u6b63\u786e\u7684\u4e00\u6b65\uff0c\u4f46\u79bb\u5f15\u7206\u9769\u547d\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Visual Editor<\/span>\n <\/div>\n<div class=\"comment-content\">A new Visual Editor in the Cursor Browser that lets you edit web apps visually while the agent works alongside you to update code.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looking forward to everyones thoughts!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jason_ginsberg_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_ginsberg_<\/a> FYI this leads to a 404 <a href=\"https:\/\/cursor.com\/blog\/visual-editor?ref=producthunt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/cursor.com\/blog\/visual-editor?ref=producthunt<\/a> i.e., the linked URL<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jason_ginsberg_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_ginsberg_<\/a> This launch is scheduled with a broken link. Could you please update it? <\/p>\n<\/p>\n<p>Here’s the correct link: <a href=\"https:\/\/cursor.com\/blog\/browser-visual-editor\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/cursor.com\/blog\/browser-visual-editor<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@jason_ginsberg_\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@jason_ginsberg_<\/a> We will test it and post our experience.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Using the Cursor Browser has been a game changer. The new Visual Editor connects your thoughts directly with your code – we hope you love it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Cursor steping in on Framer\/Webflow field or am I missing something? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Wow, this looks awesome!<br \/>I\u2019ve been hearing a lot about Cursor as an AI-first code editor that feels <em>way smarter than traditional autocomplete<\/em> and actually understands context across files. <\/p>\n<p>Quick question: do most people use it for <em>little features<\/em> or big chunks of code? Curious how the AI handles turning messy ideas into something real.<\/p>\n<p>Upvoted!<\/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>Folks, the URL leads to a 404. Please fix. Love Cursor. <\/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>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\/@ohansemmanuel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ohansemmanuel<\/a> Fixed!<\/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>Finally! Will test and post experience!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Dope!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone,<\/p>\n<p>I’ve been using Cursor for a few weeks now on some internal tools, and it’s honestly the first AI coding assistant that feels seamlessly integrated into a real workflow. The way it understands the full context of a project and lets you quickly edit or refactor chunks of code with a simple prompt is a genuine time-saver. It doesn’t feel like a toy; it feels like a practical tool that helps you move faster, especially when you’re working on something solo and just need a second pair of eyes on the logic. It hasn’t magically written my whole app yet, but it has definitely saved me from a few boring afternoons of tedious refactoring. Solid tool.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@nik_barf thanks<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/IVE3TWHOH4IJI4\" class=\"app-title\">Korgi<\/a><\/p>\n<div class=\"one-liner\">AI-built project boards powered by your productivity stack<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">255<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Korgi\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684\u9879\u76ee\u7ba1\u7406\u5e94\u7528\uff0c\u901a\u8fc7\u8fde\u63a5\u7528\u6237\u73b0\u6709\u7684\u751f\u4ea7\u529b\u5de5\u5177\u6808\uff08\u5982Google\u3001Microsoft\u3001Zoom\u7b49\uff09\uff0c\u5728\u4e0d\u5230\u4e00\u5206\u949f\u5185\u81ea\u52a8\u751f\u6210\u5305\u542b\u5185\u5bb9\u3001\u6b65\u9aa4\u548c\u94fe\u63a5\u7684\u9879\u76ee\u770b\u677f\uff0c\u89e3\u51b3\u4e86\u56e2\u961f\u5728\u591a\u5e94\u7528\u3001\u591a\u6807\u7b7e\u9875\u95f4\u9891\u7e41\u5207\u6362\u3001\u4fe1\u606f\u6563\u843d\u5bfc\u81f4\u7684\u201c\u6807\u7b7e\u7a0e\u201d\u548c\u89c4\u5212\u762b\u75ea\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\/4c369af9-b305-4446-9d1f-aecc433237e8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/af39a07c-5aa9-41a0-be9f-03bfb66cc998.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1afc594b-f753-43ef-b530-cd1ece90d3e1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/300399e0-5e69-4778-aa52-063f8d58d226.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/acf2788d-daa6-462c-9288-4683ab14732f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8699072f-5646-4fe0-a4bf-aa9478ccdd5b.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/722179f4-90fa-42e8-9d7a-fe60f2fd5aa5.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/216d62c8-d647-471b-8778-fd3649f70647.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d7beb30a-bee1-466c-9693-8de7327494cb.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\/628e43ba-81f0-4de1-a2fc-c34d782a594b.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/n3x_v-wOSRo\"><source src=\"https:\/\/youtu.be\/n3x_v-wOSRo\" 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\">SaaS<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u9879\u76ee\u770b\u677f<\/span><br \/>\n <span class=\"tag\">Google Workspace\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">Microsoft 365\u96c6\u6210<\/span><br \/>\n <span class=\"tag\">\u8fdc\u7a0b\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u4e3b\u6743<\/span><br \/>\n <span class=\"tag\">AI\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4e0a\u4e0b\u6587\u5207\u6362<\/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\u96c6\u6210\u73b0\u6709\u5de5\u5177\u800c\u975e\u66ff\u4ee3\u3001AI\u5feb\u901f\u751f\u6210\u770b\u677f\u89e3\u51b3\u201c\u7a7a\u767d\u770b\u677f\u6050\u60e7\u201d\u3001\u4ee5\u53ca\u51cf\u5c11\u6807\u7b7e\u6df7\u4e71\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5bf9\u5927\u578b\u56e2\u961f\u534f\u4f5c\u7684\u9002\u7528\u6027\u3001\u591a\u7528\u6237\u5b9e\u65f6\u7f16\u8f91\u51b2\u7a81\u5904\u7406\u3001\u4e0e\u66f4\u591a\u5de5\u5177\uff08\u5982GitHub\u3001Jira\uff09\u7684\u6df1\u5ea6\u96c6\u6210\u8def\u7ebf\u56fe\uff0c\u4ee5\u53ca\u54c1\u724c\u8bb0\u5fc6\u70b9\uff08\u72d7\u72d7\u5f62\u8c61\uff09\u7684\u79ef\u6781\u53cd\u9988\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Korgi\u7684\u91ce\u5fc3\u5e76\u975e\u518d\u9020\u4e00\u4e2aNotion\u6216Asana\uff0c\u800c\u662f\u8bd5\u56fe\u6210\u4e3a\u51cc\u9a7e\u4e8e\u73b0\u6709\u751f\u4ea7\u529b\u5de5\u5177\u6808\u4e4b\u4e0a\u7684\u201c\u8fde\u63a5\u5c42\u201d\u4e0e\u201c\u81ea\u52a8\u5316\u4e2d\u67a2\u201d\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u201c\u6570\u636e\u4e3b\u6743\u201d\u7b56\u7565\uff0c\u5b83\u4e0d\u5b58\u50a8\u7528\u6237\u6570\u636e\uff0c\u800c\u662f\u4f5c\u4e3a\u667a\u80fd\u7ba1\u9053\u8fde\u63a5\u7528\u6237\u81ea\u5df1\u7684\u4e91\u76d8\u548c\u8d26\u6237\uff0c\u8fd9\u7cbe\u51c6\u51fb\u4e2d\u4e86\u4f01\u4e1a\u5ba2\u6237\u5bf9\u5b89\u5168\u6027\u548c\u6240\u6709\u6743\u7684\u654f\u611f\u70b9\uff1b\u4e8c\u662f\u5c06AI\u5b9a\u4f4d\u4e3a\u201c\u89c4\u5212\u7834\u51b0\u5668\u201d\uff0c\u4ece\u6267\u884c\u73af\u8282\u524d\u7f6e\u5230\u89c4\u5212\u73af\u8282\uff0c\u7528\u4e00\u5206\u949f\u7684\u770b\u677f\u751f\u6210\u89e3\u51b3\u9879\u76ee\u542f\u52a8\u65f6\u7684\u51b3\u7b56\u762b\u75ea\uff0c\u8fd9\u6bd4\u5355\u7eaf\u7528AI\u751f\u6210\u5185\u5bb9\u66f4\u8d34\u5408\u5b9e\u9645\u5de5\u4f5c\u6d41\u7684\u75db\u70b9\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\u5176\u201c\u8fde\u63a5\u4e00\u5207\u201d\u7684\u6a21\u5f0f\u9ad8\u5ea6\u4f9d\u8d56\u5404\u5e73\u53f0API\u7684\u7a33\u5b9a\u6027\u548c\u6743\u9650\u590d\u6742\u5ea6\uff0c\u5b9e\u65f6\u540c\u6b65\u4e0e\u51b2\u7a81\u5904\u7406\u5c06\u662f\u6280\u672f\u4e0a\u7684\u6301\u7eed\u653b\u575a\u6218\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u4ef7\u503c\u968f\u7528\u6237\u5de5\u5177\u6808\u590d\u6742\u5ea6\u63d0\u5347\u800c\u589e\u52a0\uff0c\u4f46\u5bf9\u4e60\u60ef\u5355\u4e00\u751f\u6001\u6216\u5de5\u5177\u94fe\u7b80\u5355\u7684\u8f7b\u91cf\u7528\u6237\u5438\u5f15\u529b\u53ef\u80fd\u4e0d\u8db3\uff0c\u5b58\u5728\u4e00\u5b9a\u7684\u7528\u6237\u95e8\u69db\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u672c\u8d28\u662f\u552e\u5356\u201c\u6548\u7387\u63d0\u5347\u201d\uff0c\u9700\u5728\u5ba2\u6237\u4fa7\u6e05\u6670\u91cf\u5316\u201c\u8282\u77015-6\u5c0f\u65f6\/\u5468\u201d\u7684\u5b9e\u9645\u6548\u679c\uff0c\u5e76\u5e94\u5bf9\u5176\u4ed6\u5e73\u53f0\uff08\u5982\u5fae\u8f6fCopilot\u3001\u8c37\u6b4cDuet AI\uff09\u65e5\u76ca\u6df1\u5165\u7684\u539f\u751f\u96c6\u6210\u7ade\u4e89\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0cKorgi\u5728\u6df7\u4e71\u7684SaaS\u5de5\u5177\u6cdb\u6ee5\u65f6\u4ee3\u63d0\u51fa\u4e86\u4e00\u4e2a\u6e05\u9192\u7684\u89e3\u51b3\u65b9\u6848\uff1a\u4e0d\u589e\u52a0\u65b0\u5de5\u5177\uff0c\u800c\u662f\u8ba9\u73b0\u6709\u5de5\u5177\u534f\u540c\u5f97\u66f4\u597d\u3002\u5176\u6210\u8d25\u5173\u952e\u5728\u4e8e\u80fd\u5426\u5728\u6280\u672f\u5c42\u9762\u5b9e\u73b0\u65e0\u7f1d\u3001\u53ef\u9760\u7684\u201c\u8fde\u63a5\u9b54\u6cd5\u201d\uff0c\u5e76\u5728\u7528\u6237\u5fc3\u667a\u4e2d\u7262\u7262\u5360\u636e\u201c\u8de8\u5e73\u53f0\u5de5\u4f5c\u6d41\u64cd\u4f5c\u7cfb\u7edf\u201d\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\">Korgi<\/span>\n <\/div>\n<div class=\"comment-content\">Korgi connects your scattered productivity stack in a single project management app. AI generates your project board with content, steps, and links in less than a minute. You take action while Korgi creates, shares, and launches assets in a click, using your own apps and drives (Google, Microsoft, Zoom, and more) \u2013 with integrated chat and AI. Deliver finished boards as formatted files instantly. No more planning paralysis and hunting through files and tabs. Where is it? It’s ON THE BOARD.<\/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, I’m DMA from Korgi \ud83d\udc4b<\/p>\n<\/p>\n<p>Last year, we released Korgi 1.0 to solve the so-called “tab tax” \u2013 the hours you lose every week switching between tabs, apps, and windows trying to find things and get things done. (Check your browser \u2013 are there 40 open tabs you’re afraid to close because you’ll never find anything again?)<\/p>\n<\/p>\n<p>We asked: What if we connected the world’s leading productivity apps in one workspace? What if you could plan your to-dos AND execute them in the same place?<\/p>\n<\/p>\n<h3><strong>\ud83d\ude80 Korgi 1.0 – How It Started<\/strong><\/h3>\n<p>Korgi 1.0 connected Google Workspace and Microsoft 365 in a shareable project management platform. It did all the admin work: created, named, shared, bookmarked, and launched files in a click \u2013 using your own accounts, stored to your own drives. You could instantly export finished boards as formatted Docs, Sheets, and Slides.<\/p>\n<\/p>\n<p>We built Korgi using Korgi and launched with business users in under a year. They found us organically, searching for a project management solution for Google Workspace or for Google and Microsoft together. Most were solo founders managing remote teams – VAs, contractors, clients – juggling their own tech stack plus everyone else’s.<\/p>\n<\/p>\n<p>Once they started, they were vocal about more ways to save time! We added professional templates, then user-generated ones. We added the Korgi AI assistant in every board. And when we launched integrated chat \ud83d\udcac \u2013 solving their multiple-chat-apps chaos \u2013 it immediately became our top feature.<\/p>\n<\/p>\n<h3><strong>\u2728 How It Delivered<\/strong><\/h3>\n<p>A year in, we were saving customers 5-6 hours per team member per week (good dog, Korgi!). Tabs were closed. No more context switching. No more hunting through folders and threads for critical assets.<\/p>\n<\/p>\n<p>“Where is it? It’s ON THE BOARD.” \ud83c\udfaf<\/p>\n<\/p>\n<p>But we didn’t work for everybody \u2013 yet.<\/p>\n<\/p>\n<p>Potential users sometimes said: ‘I love what this could do, but building a board looks hard.’ They didn’t know how to structure a project plan, or didn’t have time to. We realized we could help them too – by starting even earlier in the process.<\/p>\n<\/p>\n<p>Project management has three stages: <strong>planning<\/strong> (figure out what to do), <strong>execution<\/strong> (do the work), and <strong>delivery<\/strong> (distribute its final form). We’d solved execution and delivery. But planning paralysis was stopping people before they even started. We needed to solve for step one.<\/p>\n<\/p>\n<h3><strong>Korgi 2.0 – Welcome to “Vibe Productivity” <\/strong><\/h3>\n<p>With Korgi 2.0, launching today in alpha, you tell Korgi AI what you need to get done, and it builds the board for you. Here’s the new Korgi workflow:<\/p>\n<\/p>\n<p><strong>\u26a1 Planning (< 1 minute):<br \/><\/strong>Tell Korgi what you need to do. AI generates a comprehensive project execution board with content, steps, and links. No blank boards to stare at \u2013 and our expert template library’s still there, too.<\/p>\n<\/p>\n<p><strong>\ud83d\udee0\ufe0f Execution (still your favorite apps in one workspace):<br \/><\/strong> Work from the board using your own Google, Microsoft, Zoom, and other apps. Korgi does the admin work \u2013 creates, shares, and launches assets, with integrated chat and AI assistant. Everything saved to YOUR drives with YOUR permissions.<\/p>\n<\/p>\n<p><strong>\ud83d\udce4 Delivery (instantly):<br \/><\/strong> Export finished boards as formatted Docs, Sheets, or Slides in one click.<\/p>\n<p>There’s even more in store with Korgi 2.0 beta! \ud83c\udf89<\/p>\n<\/p>\n<h3><strong>\ud83d\udc99 Why users love Korgi:<\/strong><\/h3>\n<\/p>\n<p><strong>Connected stack:<\/strong> Most productivity tools are either too simple (list your tasks, but execute elsewhere) or too complex (use proprietary tools instead of apps you already use). Korgi doesn’t replace your current tech stack; it finally connects it.<\/p>\n<\/p>\n<p><strong>Dual environment:<\/strong> We’re the only platform that runs Google Workspace and M365 together. You log in with Google, and board content is stored to Google Sheets. Connect M365 accounts at the board level.<\/p>\n<\/p>\n<p><strong>Data sovereignty:<\/strong> Your team, contractors, and clients manage everything from the board, but it’s all stored to YOUR accounts and drives. When projects end or people leave, their work stays with you.<\/p>\n<\/p>\n<p><strong>Trusted partners:<\/strong> Korgi is Google CASA Tier 3 certified, a Microsoft Verified Publisher, and a Google Cloud Partner.<\/p>\n<\/p>\n<h3><strong>\ud83c\udf81 Try it today!<\/strong><\/h3>\n<\/p>\n<p>This is the official Product Hunt launch for Korgi 1.0 \u2013 and we’re adding alpha access to Korgi 2.0! You get:<\/p>\n<ul>\n<li>\n<p>AI-generated boards (available now!)<\/p>\n<\/li>\n<li>\n<p>Execution and delivery with over a dozen of the world’s leading apps and drives<\/p>\n<\/li>\n<li>\n<p>The full AI-native rebuild rolling out over the coming months<\/p>\n<\/li>\n<li>\n<p>Free 14-day trial, no credit card required<\/p>\n<\/li>\n<li>\n<p>Special Product Hunt launch pricing – enter code PHKORGI20<\/p>\n<\/li>\n<\/ul>\n<p>We don’t just support small startups with remote teams – we ARE one. Let’s grow our companies together, as we build a true operating system for human ambition.<\/p>\n<\/p>\n<h3><strong>\ud83d\ude4f Thanks!<\/strong><\/h3>\n<p>Thanks to our incredible customers and to our hunter, Rohan Chaubey, for believing in what we’re building and helping us bring it to the world.<\/p>\n<\/p>\n<p>And thanks to this community for being the launchpad that turns “what if” into “what’s next.”<\/p>\n<\/p>\n<p>Where is it? It’s ON THE BOARD. \ud83c\udfaf<\/p>\n<\/p>\n<p>#TeamGoodDog<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>12<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dmitcha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitcha<\/a> Super cool launch! The idea of generating full project boards from just a prompt feels like a big unlockespecially for people who get stuck at the planning stage. Excited to see how Korgi changes the way teams organize and execute 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\/@dmitcha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitcha<\/a> Let’s go!!! What inspired you to start Korgi? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dmitcha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitcha<\/a> Impressive. how do you handle conflict when multiple users edit or move assets on the same board at the same time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulation <a href=\"https:\/\/www.producthunt.com\/@dmitcha\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"dmitcha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dmitcha<\/a> <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> Korgi 2.0 takes project management from \u201cWhere do I start?\u201d to \u201cIt\u2019s already done.\u201d<\/p>\n<p>The instant planning + connected workspace combo is a game-changer for anyone drowning in tabs.<\/p>\n<p>Feels like the first tool that actually understands how real teams get work done.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <a href=\"https:\/\/www.producthunt.com\/@digitalpreetam\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@digitalpreetam<\/a> Loving “from ‘Where do I start?’ to ‘It\u2019s already done.'”! Thanks for this – we took out the tab tax with 1.0, and that instant planning piece was the missing piece. We still have so much in store for 2.0. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Saw this shared on Rohan’s community and instantly wanted to check out after reading the tagline. The USP I see here is that it is not asking us to move away from our Google Docs or Microsoft ecosystem unlike Notion \/ ClickUp. Congrats on the launch DMA and team. <\/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\/@roopreddy\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@roopreddy<\/a> That’s a big differentiator and value driver for users – they’re not using proprietary tools saved to third-party servers, and everything you create with Korgi is being stored to your own apps and drives. This is really big for teams, since your team member’s work product is automatically being added to your company’s Google Drive and OneDrive, not somewhere in their personal cloud.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Juggling Google + M365 across clients daily. Blank board dread is real. If Korgi can spin up a sane board and launch the right files from one spot, that\u2019s a win. Exports to Docs\/Slides is handy. My tab bar needs a nap. Trying the alpha.<\/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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> “My tab bar needs a nap” – may we please quote you…this is IT, exactly. That blank board dread was the big motivator to move to AI-first even earlier than planned.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does Korgi work well with big teams or is it mainly for solo use?<\/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> We learned from users early last year that Korgi was a time saver AND a revenue driver for teams, especially remote or hybrid ones. The more apps, tabs, and headcount teams have, the more pain Korgi solves – because each team member potentially brings more chaos to a project and company: their preferred set of apps, their storage style (dumping everything to the desktop, using personal drives and transferring later, etc.), and their preferred communication platforms. If you’re wrangling all of this preference across a few dozen (or hundred) people, you’re spending a lot of time hunting for things instead of analyzing your big picture and taking action. That level of app and attention sprawl is uncomfortable for a solopreneur but it will cost a team or company trust, contracts, and revenue due to the delays and errors it creates. With Korgi, you just say, “Where is it?” or “Where does this go?” and the answer is always, “ON THE BOARD.”<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The multi-app integration approach is brilliant. Enterprise teams are drowning in context-switching between Jira, Asana, Monday, Notion, etc. Critical question: How does Korgi handle real-time sync when statuses change across different tools? And what’s the expansion roadmap – more integrations planned like GitHub, Linear? This could be massive for complex org structures.<\/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\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> Thanks very much – the sync magic is a trade secret we’re proud of and constantly refining. The roadmap includes some critical customer integrations, particularly for M365-first customers, as well as a very sharp path forward in the AI lane.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> Thank you Raju, this is a great question. <\/p>\n<p>Our roadmap is massive, and integrations are a core part of it. Our goal is simple: if your team uses it, Korgi should be able to pull it into a single actionable workspace – watch this space.<\/p>\n<p>GitHub is definitely on the list – we’ve already been using Korgi to build Korgi, and the GitHub integration will connect the dev workflow to the rest of our workspace.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Why is no one talking about the dogs on the website, launch assets and pricing page?!?! \ud83d\ude00 <\/p>\n<p>This is one of the most personality-driven launches and products I have ever seen on Product Hunt yet. The branding will be quite memorable. \ud83d\ude42 <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@himani_sah1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@himani_sah1<\/a> Thanks for noting! We want users to feel how much we’re invested in and supporting them as Korgi herds all those scattered apps, team members, and clients into a calming, focused, powerful space.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Whoa, the product has an instant Aha! moment. You enter what you need to organize and it instantly builds a sample structure to build on top of. Impressive!! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> Thank you! That’s what we focused on with 2.0 alpha: adding the vibe board steps gives users 60 seconds to value, and it’s a big moment when they see those boards and links.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 allows importing Google Docs, yes? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nuseir_yassin1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nuseir_yassin1<\/a> Yes, you can create new and connect existing Google Docs straight from the board. To literally import to create a board, you can use Google Sheets.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 love tools that are purposeful built to help increase efficiency for people with multiple tech stacks. Some of the loudest feedback that I hear is “I don’t want to have to log into another platform….” Sounds like Korgi eliminates that for PMs. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@bryce_york_ag\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@bryce_york_ag<\/a> We love a one-and-dobe sign in experience at Korgi – thanks for your note!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Upvoting for dog.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ravi_bajnath\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ravi_bajnath<\/a> Yes! Good dog, Korgi!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I’m upvoting this to support the founder. It’s just amazing how much effort you put into creating this and I wish this launch will inspire you to move further. True PH founder \ud83d\udc4d\ud83c\udffb<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> From #TeamGoodDog to you, this means a lot, thank you! It’s been joyful work, honestly – we’re building Korgi using Korgi, and it has made dev, customer success, sales, outreach, etc. so clean and focused. We even used our Product Hunt launch template to prep to work with <a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a>!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, Korgi team.<br \/>Connecting the entire productivity stack into one AI-generated project board is such a smart approach. The ability to instantly spin up boards, link the right assets, and launch deliverables straight from your existing tools is a huge win for teams drowning in tabs and scattered workflows.<\/p>\n<p>This is exactly the kind of clarity and momentum modern teams need. Big cheers to the team excited to see Korgi in action.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@priyankamandal\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@priyankamandal<\/a> Thanks, Priyanka! There’s so much dialogue around using AI for content gen or issues with hallucinations. For us, customer conversations made it clear that AI for efficiency was a much-needed win. Adding the prompt for planning took users to a new level of speed, clarity, and confidence. Our conversations with them are very exciting right now.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>\ud83d\ude80 <strong>Love the problem you\u2019re solving, DMA & team!<\/strong><\/p>\n<p>Too many productivity tools split planning, execution, and delivery, and context switching kills focus. The idea of <strong>AI-built boards that generate steps & links based on your stack in under a minute<\/strong> is a fresh and practical way to cut through that noise.<\/p>\n<p>Curious, when users share a complex workflow (e.g., launch planning + content + customer follow-ups), what\u2019s the primary signal you use to structure the board? Is it the tool metadata (Drive\/Calendar\/Docs) or the prompt context they enter?<\/p>\n<p>Excited to see where this goes! \ud83d\udc4f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joydeep_pandey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joydeep_pandey<\/a> Right now, the prompt context – earlier on, we learned so much about what our users were trying to do when they aked for help building boards. Those insight sessions were invaluable, and a lot of training went into 2.0 to deliver actionable boards. And the tool insights are coming next.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Korgi must be extremely hard to SEO as that\u2019s about dogs, no? \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nikitaeverywhere\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nikitaeverywhere<\/a> thankfully, the dogs are spelled with a “C”! On the truly bright side, our AI Korgi mascot is one of our most popular design features for users!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the launch! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@getsiful\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@getsiful<\/a> Thank you – we had a great time getting to 2.0 and learned and incorporated so much from our customers!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The Google+M365 dual environment is a real painkiller.<\/p>\n<p> for teams with heavy video\/content pipelines, how do you keep board-generation accurate when the stack includes lots of external links\/assets (Drive, M365, Zoom) m do you prefetch structure from those apps or rely on the prompt only?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@llm_driven\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@llm_driven<\/a> Thanks for your support and very insightful comment! Are you dual environment, too?<\/p>\n<p>We learned at Google Next earlier this year what persistent pain points dual environments presented – both for migrating companies and co-existing ones. Add many of our users that are Google Workspace companies but have multiple clients using M365 Copilot, and we decided, as a starting point, to ground Korgi 1.0 in GW and allow users to connect M365 accounts at the board level (which often represents the project level). <\/p>\n<p>Also, for this initial release of 2.0, AI connects the boards to third-party resources. We have a different approach to connecting the internal assets that’s coming soon. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Sign me up! Btw, 40 tabs sounds calm and luxurious to me, like an inbox with only 5 unread messages.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@blakehcaldwell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@blakehcaldwell<\/a> 40 tabs definitely beats 40 windows! Here we are at 2.0, Blake – the AI boards take everything to light speed!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The idea of generating a fully built project board from a simple prompt feels like a huge unlock for anyone stuck at the planning stage.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/22TXSBUFE4YMCM\" class=\"app-title\">Kaily <\/a><\/p>\n<div class=\"one-liner\">AI agent that helps, solves, and closes. All day, every day<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">213<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Kaily\u662f\u4e00\u6b3eAI\u667a\u80fd\u4f53\uff0c\u80fd\u4f5c\u4e3a\u81ea\u52a8\u5316\u961f\u53cb\u5904\u7406\u8de8\u6e20\u9053\u7684\u5ba2\u6237\u5bf9\u8bdd\uff0c\u5728\u5ba2\u670d\u3001\u9500\u552e\u3001\u5165\u804c\u7b49\u591a\u79cd\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u56e2\u961f\u56e0\u91cd\u590d\u6027\u5de5\u4f5c\u53ca\u591a\u5de5\u5177\u5207\u6362\u5bfc\u81f4\u7684\u6548\u7387\u4f4e\u4e0b\u4e0e\u54cd\u5e94\u8fdf\u7f13\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\/dc868df8-c276-4b44-a01f-c4e7e466909f.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\/29115d38-576f-4b8c-941d-259cebce3f60.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\/b826a09c-15d5-45b0-9267-81060d4ec623.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\/2f226c29-86be-4034-8fd8-139622960c4e.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\/a2738cef-3e13-42f6-b589-c4136a3b5293.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\/ee463a07-c408-467c-bac9-db5f7c3c5faa.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\/1ce338a0-53ec-47f0-9daa-4de634bc35f5.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\/bc12d199-6252-4e3d-9987-b644963f27ec.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\/8d2ae6e8-2f3a-4bd8-b37e-9e5b8a9ead5f.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\/29ed97e4-c2e9-4462-a0dc-2cf778251797.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\/d406a0ad-ec4e-4edb-b203-bb42e5e88649.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\/1cd48f33-1e7b-47c8-ae34-d5410854cd37.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\/43e2a3ac-cc20-4d05-9cf4-ba14e50ab2ee.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/YZ_f7ZXU6rE\"><source src=\"https:\/\/youtu.be\/YZ_f7ZXU6rE\" 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\">Customer Success<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Bots<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u5ba2\u6237\u4e92\u52a8\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u591a\u6e20\u9053\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u4efb\u52a1\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0fAI<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n <span class=\"tag\">CRM\u96c6\u6210<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u201cAI\u961f\u53cb\u201d\u5b9a\u4f4d\u4e0e\u8de8\u6e20\u9053\u6267\u884c+\u4efb\u52a1\u81ea\u52a8\u5316\u7684\u5dee\u5f02\u5316\u4f18\u52bf\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\uff1a\u590d\u6742\u5de5\u4f5c\u6d41\u4e2d\u5982\u4f55\u667a\u80fd\u79fb\u4ea4\u4eba\u5de5\u3001\u6570\u636e\u6e90\u52a8\u6001\u66f4\u65b0\u673a\u5236\u3001AI\u7406\u89e3\u4e0e\u6267\u884c\u51c6\u786e\u6027\u7684\u539f\u7406\uff0c\u4ee5\u53ca\u9ad8\u4ef7\u503c\u5ba2\u6237\u573a\u666f\u4e0b\u7684\u98ce\u9669\u63a7\u5236\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Kaily\u5e76\u975e\u53c8\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba\uff0c\u5176\u5ba3\u79f0\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u201c\u611f\u77e5\u4e0e\u6267\u884c\u201d\u2014\u2014\u5373\u7406\u89e3\u8de8\u6e20\u9053\u5bf9\u8bdd\u540e\uff0c\u80fd\u4e3b\u52a8\u5728\u5de5\u5177\u6808\u4e2d\u6267\u884c\u4efb\u52a1\uff08\u5982\u66f4\u65b0CRM\uff09\u3002\u8fd9\u76f4\u51fb\u4e86\u5f53\u524d\u4f01\u4e1a\u81ea\u52a8\u5316\u6d41\u7a0b\u4e2d\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u75db\u70b9\uff1a\u8bb8\u591aAI\u80fd\u56de\u7b54\uff0c\u4f46\u65e0\u6cd5\u884c\u52a8\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\u5b9a\u4f4d\u201c\u5168\u80fd\u961f\u53cb\u201d\u610f\u5473\u7740\u4e0e\u5782\u76f4\u9886\u57df\u7684\u4e13\u4e1a\u5ba2\u670dAI\u3001\u9500\u552e\u81ea\u52a8\u5316\u5de5\u5177\u53caRPA\u5e73\u53f0\u591a\u7ebf\u4f5c\u6218\uff0c\u4ea7\u54c1\u8fb9\u754c\u4e0e\u805a\u7126\u70b9\u9762\u4e34\u8003\u9a8c\u3002\u5176\u6b21\uff0c\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u51c6\u786e\u6027\u4e0e\u79fb\u4ea4\u673a\u5236\u201d\u7684\u63d0\u95ee\uff0c\u63ed\u793a\u4e86\u5e02\u573a\u6700\u5927\u7684\u7591\u8651\uff1a\u5728\u975e\u811a\u672c\u5316\u3001\u9ad8\u98ce\u9669\u7684\u5546\u4e1a\u4ea4\u4e92\u4e2d\uff0c\u5982\u4f55\u5e73\u8861\u81ea\u52a8\u5316\u6548\u7387\u4e0e\u4eba\u5de5\u5e72\u9884\u7684\u7cbe\u51c6\u6027\uff1f\u4ec5\u9760\u201c\u8bbe\u7f6e\u89e6\u53d1\u6761\u4ef6\u201d\u7684\u56de\u7b54\u7565\u663e\u5355\u8584\uff0c\u8fd9\u9700\u8981\u6df1\u539a\u7684\u884c\u4e1a\u5de5\u4f5c\u6d41\u7406\u89e3\u4e0e\u53ef\u9760\u7684\u7f6e\u4fe1\u5ea6\u5224\u65ad\u4f53\u7cfb\u4f5c\u4e3a\u652f\u6491\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u53ef\u80fd\u5728\u4e8e\u4e24\u70b9\uff1a\u4e00\u662f\u901a\u8fc7\u201c\u5b8c\u6574MCP\u652f\u6301\u201d\u6784\u5efa\u7684\u3001\u6613\u4e8e\u914d\u7f6e\u7684\u5f02\u6784\u5de5\u5177\u8fde\u63a5\u80fd\u529b\uff0c\u964d\u4f4e\u96c6\u6210\u6210\u672c\uff1b\u4e8c\u662f\u5bf9\u54c1\u724c\u8bed\u8c03\u548c\u591a\u6a21\u6001\uff08\u8bed\u97f3\u3001\u89c6\u9891\uff09\u4ea4\u4e92\u7684\u6253\u78e8\uff0c\u8bd5\u56fe\u63d0\u5347\u4ea4\u4e92\u81ea\u7136\u5ea6\u4ee5\u533a\u522b\u4e8e\u201c\u673a\u68b0\u611f\u201d\u3002\u4f46\u6210\u529f\u4e0e\u5426\uff0c\u53d6\u51b3\u4e8e\u5176\u80fd\u5426\u5728\u7279\u5b9a\u884c\u4e1a\u573a\u666f\u4e2d\uff0c\u8bc1\u660e\u5176\u81ea\u52a8\u5316\u52a8\u4f5c\u7684\u53ef\u9760\u6027\u4e0eROI\uff0c\u800c\u975e\u505c\u7559\u5728\u201c90\u79cd\u8bed\u8a00\u201d\u6216\u201c\u4f17\u591a\u7528\u4f8b\u201d\u7684\u5e7f\u5ea6\u5ba3\u4f20\u4e0a\u3002\u5728AI\u667a\u80fd\u4f53\u4ece\u201c\u5bf9\u8bdd\u201d\u8fc8\u5411\u201c\u6267\u884c\u201d\u7684\u8fdb\u5316\u8d5b\u4e2d\uff0cKaily\u5c55\u793a\u4e86\u6e05\u6670\u7684\u613f\u666f\uff0c\u4f46\u6700\u8270\u96be\u7684\u5de5\u7a0b\u4e0e\u4fe1\u4efb\u722c\u5761\u624d\u521a\u521a\u5f00\u59cb\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Kaily <\/span>\n <\/div>\n<div class=\"comment-content\">Meet Kaily, your AI teammate that automates every customer conversation. Handle support, sales, onboarding, bookings, and more across web, mobile, WhatsApp, Slack, email, voice, and video. Start in minutes with premade templates, train on your data, deploy everywhere. Operates in 90+ languages. Try free for 30 days!<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey PH community<\/strong> \ud83d\udc4b<\/p>\n<p>I’m SMG, one of the founders at Fynd (backed by Google & Reliance). <br \/>After 12+ years of working with more than 2,300 brands, we kept seeing the same challenge: customers want quick, human answers, and teams spend hours trying to keep up, switching tools and drowning in busywork.<\/p>\n<p>Regular bots are everywhere, but most of them only reply to messages. Teams need something SMARTER: an AI agent that <strong>handles customer interactions across channels and also automates actions<\/strong>, freeing up your team from tedious repetitive tasks. That led us to build Kaily.<\/p>\n<p><strong>What is Kaily?<\/strong><br \/>\u2022 Conversational AI agent for support, sales, and actions<br \/>\u2022 Talks, chats, and joins video calls<br \/>\u2022 Fetches information from your data sources and toolstack<br \/>\u2022 Updates CRMs and systems<br \/>\u2022 Automates tasks and follow-ups<br \/>\u2022 Supports 90+ languages<br \/>\u2022 Hands conversations to a human when needed<\/p>\n<p><strong>Who Kaily is for:<\/strong><br \/>\u2022 Small and mid-size teams that want faster customer conversations<br \/>\u2022 Support teams repeating the same work<br \/>\u2022 Sales teams needing quick follow-ups<br \/>\u2022 CX and ops teams wanting automation<br \/>\u2022 Solopreneurs wanting an AI agent takes action<\/p>\n<p>We also cover these cool use cases:<br \/>Fashion advisor \u2022 Travel agent \u2022 Education admin \u2022 Event booker \u2022 Hotel concierge \u2022 Onboarding guide \u2022 HR assistant \u2022 Appointment scheduler \u2022 Product recommender \u2022 Order tracker<\/p>\n<p>\ud83c\udf89 <strong>Launch offer for Product Hunt users: Use PH25 for 25% off annual plans.<\/strong><br \/>If you try Kaily and leave us a review, we have an additional offer waiting for you as a thank you.<\/p>\n<p>Thanks \ud83d\udc9c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sreeramanmg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sreeramanmg<\/a> Really appreciate how you\u2019re positioning Kaily as an actual teammate, not just another chatbot. The multi-channel execution + task automation stands out that\u2019s where most tools fall short.<\/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\">@sreeramanmg congrats on the launch, still one of the most important parts of any business<\/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\/@sreeramanmg\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sreeramanmg<\/a> Great tool! What options do you have for sales follow-ups: emails, WhatsApp messages?<br \/>As far as I understand, we create a workflow, right?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>hi PH community! Maker here =) <\/p>\n<p>the wildest part of building Kaily was teaching it to <em>not<\/em> sound like a typical chatbot. we wanted something that actually feels like talking to a teammate who gets your brand.<\/p>\n<\/p>\n<p>look, I know everyone’s tired of bots. But the reality is, they’re solving repetitive issues way faster than any human team can. The trick is making them not feel like bots. That’s what we’re obsessed with over here at Kaily.<\/p>\n<\/p>\n<p>we want to hear your honest takes on this!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>8<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kritikasinghania\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kritikasinghania<\/a> Totally agree \u2014 most bots feel robotic because they\u2019re just scripted responders. The focus on brand-aligned tone + real actions makes Kaily feel more like a teammate than a widget. Curious to see how far you push this.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I love your product explainer video! Was it done internally or did an agency do it for you? Also, congrats on the launch \ud83d\ude42 customer support bots is a very competitive industry right now, best of luck!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>6<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peterclaridge\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterclaridge<\/a> love this question! it’s all in-house =) <\/p>\n<p><a href=\"https:\/\/www.producthunt.com\/@anand_singh37\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"anand_singh37\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@anand_singh37<\/a> is our scriptwriter. <br \/><a href=\"https:\/\/www.producthunt.com\/@ekta_mahadik\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"ekta_mahadik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ekta_mahadik<\/a> and <a href=\"https:\/\/www.producthunt.com\/@licketh_chauhan\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"licketh_chauhan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@licketh_chauhan<\/a> brought it to life with their superb visuals. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Super proud to see Kaily go live today.<\/p>\n<p>A lot of engineering work went into making the agent fast, reliable, and easy to deploy. The key vision we set out to implement with Kaily was making AI agents versatile, super customisable and a breeze to use. We’re doing this via complete MCP support and lots of cool things.<\/p>\n<p>Excited for everyone to try it and tell us how we can keep improving. Happy to answer any technical questions in the thread!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>looks great!<\/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\/@madalina_barbu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@madalina_barbu<\/a> Thanks Madalina! We’re glad you like the product. Be sure to check us out on <a href=\"https:\/\/www.kaily.ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">www.kaily.ai<\/a> <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! This solves a real need in the market.<\/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\/@abod_rehman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abod_rehman<\/a> Thanks Abdul! Happy to see the support.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The multi-channel approach is spot-on – most support teams are fragmented across Slack, WhatsApp, email, and voice. Key question: How does Kaily handle complex workflows that need human handoff? Especially for high-value customers where wrong answers have revenue impact. Does it flag confidence levels and escalate intelligently?<\/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\/@imraju\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@imraju<\/a> Thanks Raju! Kaily can execute the handoff based on any conditions you deem important. The platform lets you set customer triggers for the handover. <\/p>\n<p>You can either ask Kaily to make the decision herself based on customer value and sentiment or drill down and set hyper specific conditions.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/78038d33-3801-45d8-9e8e-fc2b853bc56e.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super excited to be launching today. It has definitely been a journey!<\/p>\n<\/p>\n<p>Kaily feels so natural across channels, and we finally get to showcase the features that really set it apart. My favourite are real-time voice agents, seamless video calling, and support for more than 90+ languages make this feel like a completely different level compared to most AI tools out there.<\/p>\n<p>Thanks again for supporting Kaily!<\/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>How well does Kaily handle <em>updates<\/em> to the original docs? if the content changes frequently, does the bot automatically stay in sync?<\/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\/@getsiful\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@getsiful<\/a> Kaily allows you to <strong>customise<\/strong> how often you’d like to sync your sources! <\/p>\n<p>For dynamic data sources like Notion Docs, Google Drive, Github repos, etc you can set a custom frequency (via dropdown or a <strong>simple cron expression<\/strong>) <\/p>\n<p>Static docs and PDFs of course, will need to be re-uploaded manually. <\/p>\n<p>Additionally, we’ve also added a <strong>“deep web search” <\/strong>integration. Enable it and Kaily will be able to use the wider internet to get info for better answers!<\/p>\n<p>Hope this helps,<\/p>\n<p>– Team Kaily<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f369000c-6393-474b-8ac2-7beac6997060.png?auto=compress&codec=mozjpeg&cs=strip&auto=format\" style=\"max-width: 100%\"><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Really excited to share that we just launched Kaily on Product Hunt today. Our team has worked hard to build an AI agent that helps teams automate support, onboarding, sales, and more. If you check it out, I would love to hear your feedback. Thank you for the support. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">congratulations Team @Kaily<br \/>\nYour idea seems like a real helpful product to help businesses get all things sales, support, onboarding done one time and with precision.<br \/>\nWhile I am optimistic about it, I am also going to tell my team to try it out. Best wishes \ud83d\ude4f<\/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\/@ishwarjha\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ishwarjha<\/a> Thanks Ishwar! We’ve built Kaily with this very purpose in mind- to function not as a bot but an overall AI teammate. We hope your team has a great time trying it out. Please reach out in case y’all need any help with the product!<\/p>\n<p>Thanks<\/p>\n<p>– Team Kaily<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 really great tool for handling sales and support. Excited to try it out. Do you have a trial plan?<\/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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> we do have a generous 30 day trial plan. <\/p>\n<p>we’re also offering 15+25% off on any of our annual plans: <a href=\"https:\/\/www.kaily.ai\/pricing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.kaily.ai\/pricing<\/a> <\/p>\n<p>once you try it out, leave us an honest review of your experience, and i’d be happy to offer you an exclusive offer as well. <\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> Totally agree it looks promising for sales\/support. They mentioned there\u2019s a 30-day trial, so definitely worth giving it a try.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The main question is about how AI gets the right data (and understands it’s right)? It’s just magic if can do it with a few MCP connected without predefined flows. <\/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\/@pasha_tseluyko\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pasha_tseluyko<\/a> I’d say it’s a little bit of the right <strong>data sources<\/strong> + <strong>accurate persona<\/strong> + the right <strong>MCP connections<\/strong>. Kaily like any AI agent needs all 3 to work well. We’ve just made it super easy to configure all three so the agent becomes infinitely more smart and customisable. (But yes a little bit of it is pure AI magic where Kaily does understand context and content better than most other agents)<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Yeah! Making it in autopilot is more than great. Definitely I\u2019ll give it a try hoping to close some deals. Btw wish you all the best here!<\/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\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@german_merlo1<\/a> Thanks! Let us know how that goes <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations on the Kaily launch, team! The 90+ language support is genuinely impressive, excited to see where you take this.<\/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\/@debadrita_banik\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@debadrita_banik<\/a> Thanks \ud83d\ude42 We partner with the latest AI models in the backend to power it, and I’m so happy to see you appreciate it. Are you interested in a specific language?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abhay_gawade\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"abhay_gawade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abhay_gawade<\/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>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>Congrats team on your launch! Really clean landing page \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@purva_guptaa\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@purva_guptaa<\/a> Thanks Purva! Appreciate it<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Early days, but Kaily looks thoughtfully designed. The product feels focused on solving a real problem instead of chasing features. Curious to see how it evolves.<\/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\/@tushar_wadhwani\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tushar_wadhwani<\/a> Thanks Tushar! That’s the idea. We’re building Kaily as a teammate that’s easy and fun to work with. That flows from thoughtful UI and functionality <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Is it like Intercom but with proper AI?<\/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\/@michael_vavilov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@michael_vavilov<\/a> Exactly! I couldn’t describe it better myself. Where intercom is a support tool with added AI, Kaily is built around GenAI. It’s treating AI as an afterthought vs building with AI at the core. <\/p>\n<p>How this manifests – For my money Kaily is more “thoughtful” and context aware than most other support agents. We’ve had teams try and implement super complex handover workflows. They seem to work well because Kaily understands what conditions to trigger entirely on her own! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 looks promising for support volume.<\/p>\n<p>Quick question: How does Kaily integrate with milestone-based customer journeys? For example, if someone makes their first purchase, can it automatically shift the conversation strategy from acquisition to retention mode?<\/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\/@juliagomx\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@juliagomx<\/a> <\/p>\n<p>Thanks Julia! Kaily is built to handle support across multiple channels (and can take care of upto 1M concurrent conversations across them)! She responds to them with smarts and empathy and hands over to human agents when she’s not able to reach a swift solution. <\/p>\n<p>As for milestone-based journeys, Kaily integrates with your CDP, loyalty platforms, etc so she knows exactly where in their journey a customer is. You can then just add persona instructions to respond to these customers based on past purchases, wishlist, time of the day they’re active and other things. <\/p>\n<p>In short: Integrations + some persona nuances should get you the result you want!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Been burned by dumb chatbots. The fact it can take actions and update CRM is what I\u2019m after. WhatsApp + email + voice in one is nice. If the human handoff\u2019s smooth, I\u2019m in. Gonna poke the templates later today.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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> Haven\u2019t we all! That action layer is exactly what we focused on because real workflows need more than replies. Can’t wait to hear what you think of Kaily, and the team’s always happy to take you through it.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! Love how Kaily goes beyond basic chatbots and actually takes real actions across a team’s systems, that\u2019s where most tools fall short. How well does it handle switching between automation and handing off to a human?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/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\/AFPZGP3HOR7YWR\" class=\"app-title\">Music Videos by Mozart<\/a><\/p>\n<div class=\"one-liner\">Chat \u2192 Song \u2192 Music Video \u2192 Publish<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">197<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u5feb\u901f\u751f\u621060\u79d2\u97f3\u4e50\u89c6\u9891\u7684AI\u5de5\u5177\uff0c\u4e3a\u72ec\u7acb\u97f3\u4e50\u4eba\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u89e3\u51b3\u4e86\u4ece\u97f3\u4e50\u521b\u610f\u5230\u89c6\u89c9\u5316\u5448\u73b0\u7684\u9ad8\u95e8\u69db\u548c\u8017\u65f6\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\/f6266287-11cf-4a56-a699-dba3b3c2ca82.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\/40edc026-aabe-4498-bdc3-fa63e3c376e7.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\/f761ad3c-83b8-4a30-9f11-636208aca1b1.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\/3af1f592-34e8-4b3b-9d7a-b6bdadf5461a.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\/66251673-92a5-4de6-92e5-7a526ca00fd8.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\/8efb8bd9-ad89-4e77-a1c2-9165c6cd3b0e.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\/31f53aef-1d33-4e5a-a100-219cb65c5ca0.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\/9ab04ad8-0ff2-4ab9-bf03-153056970065.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\/9999a2dd-c4a4-40a5-acd5-86fb3bd391da.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=Bi1i5Av4gBQ\"><source src=\"https:\/\/www.youtube.com\/watch?v=Bi1i5Av4gBQ\" 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\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Electronic Music<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u97f3\u4e50\u751f\u6210<\/span><br \/>\n <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u97f3\u4e50\u521b\u4f5c\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u591a\u8f68\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u72ec\u7acb\u97f3\u4e50\u4eba<\/span><br \/>\n <span class=\"tag\">AIGC<\/span><br \/>\n <span class=\"tag\">\u521b\u610f\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u97f3\u89c6\u9891\u4e00\u4f53\u5316<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">Stem\u5206\u79bb<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u5bf9\u97f3\u4e50\u89c6\u9891\u529f\u80fd\u4e0a\u7ebf\u65f6\u673a\uff08\u7d27\u968fSpotify\uff09\u8868\u793a\u5174\u594b\uff0c\u8ba4\u4e3a\u5176\u5177\u6709\u53d8\u9769\u6027\u3002\u6838\u5fc3\u95ee\u9898\u805a\u7126\u4e8e\u751f\u6210\u89c6\u9891\u4e0e\u97f3\u4e50\u60c5\u7eea\u7684\u5339\u914d\u7cbe\u5ea6\u3001\u98ce\u683c\u81ea\u5b9a\u4e49\u9009\u9879\u3001\u5546\u7528\u7248\u6743\u6e05\u6670\u5ea6\uff0c\u4ee5\u53ca\u5de5\u4f5c\u6d41\u96c6\u6210\uff08\u5982\u63d0\u4f9b\u7cbe\u786e\u65f6\u95f4\u7ebf\u7684Stem\u6587\u4ef6\uff09\u3002\u4e5f\u6709\u7528\u6237\u8bf7\u6c42\u4e13\u8f91\u6a21\u677f\u7b49\u6269\u5c55\u529f\u80fd\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Mozart AI\u6b64\u6b21\u8fed\u4ee3\uff0c\u672c\u8d28\u4e0a\u662f\u5c06\u201cAI\u97f3\u4e50\u751f\u6210\u201d\u7684\u6218\u573a\uff0c\u4ece\u542c\u89c9\u5355\u5411\u5ea6\u7ade\u4e89\uff0c\u5347\u7ea7\u4e3a\u201c\u97f3\u89c6\u9891\u4e00\u4f53\u5316\u5185\u5bb9\u751f\u6210\u201d\u7684\u7ef4\u5ea6\u7ade\u8d5b\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u7b80\u5355\u5730\u53e0\u52a0\u89c6\u9891\u6a21\u5757\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u4ece\u201c\u7075\u611f\u2192\u6b4c\u66f2\u2192\u89c6\u9891\u2192\u53d1\u5e03\u201d\u7684\u5b8c\u6574\u3001\u5c01\u95ed\u7684\u521b\u610f\u5de5\u4f5c\u6d41\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u201cVibe Sessions\u201d\u7684\u5bf9\u8bdd\u5f0f\u521b\u4f5c\u4e0e\u201cStudio Session\u201d\u7684\u4e13\u4e1a\u7f16\u8f91\u73af\u5883\u5f62\u6210\u9ad8\u4f4e\u642d\u914d\uff0c\u7b56\u7565\u6e05\u6670\uff1a\u7528\u4f4e\u95e8\u69db\u5438\u5f15\u6d77\u91cf\u5c1d\u9c9c\u8005\uff0c\u7528\u4e13\u4e1a\u529f\u80fd\u7559\u4f4f\u6838\u5fc3\u521b\u4f5c\u8005\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u5c16\u9510\u3002\u6280\u672f\u4e0a\uff0c\u5982\u4f55\u786e\u4fddAI\u751f\u6210\u7684\u3001\u5f80\u5f80\u57fa\u4e8e\u901a\u7528\u7d20\u6750\u5e93\u7684\u89c6\u89c9\u753b\u9762\uff0c\u80fd\u4e0e\u97f3\u4e50\u72ec\u7279\u7684\u60c5\u611f\u8d77\u4f0f\u548c\u62bd\u8c61\u201c\u6c1b\u56f4\u201d\u7cbe\u51c6\u5171\u632f\uff0c\u800c\u975e\u6ca6\u4e3a\u7cbe\u7f8e\u4f46\u7a7a\u6d1e\u7684\u5e7b\u706f\u7247\uff1f\u8fd9\u4ecd\u662f\u884c\u4e1a\u901a\u75c5\u3002\u4ea7\u54c1\u4e0a\uff0c\u5b83\u6b63\u4ece\u5de5\u5177\u5411\u5e73\u53f0\u6f14\u8fdb\uff0c\u201cDiscover\u201d\u548c\u534f\u4f5c\u529f\u80fd\u9884\u793a\u5176\u793e\u533a\u91ce\u5fc3\uff0c\u4f46\u5982\u4f55\u907f\u514d\u6210\u4e3a\u4e00\u6b21\u6027\u5c1d\u9c9c\u7684\u73a9\u5177\uff0c\u6784\u5efa\u6301\u7eed\u7684\u521b\u4f5c\u8005\u751f\u6001\u548c\u7f51\u7edc\u6548\u5e94\uff0c\u662f\u6bd4\u6280\u672f\u8fed\u4ee3\u66f4\u96be\u7684\u8bfe\u9898\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5546\u4e1a\u4e0a\uff0c\u201c\u514d\u8d39\u4e0b\u8f7d+\u5546\u7528\u6388\u6743\u201d\u7684\u7ec4\u5408\u62f3\u6781\u5177\u4fb5\u7565\u6027\uff0c\u76f4\u63a5\u5207\u4e2d\u4e86\u72ec\u7acb\u521b\u4f5c\u8005\u6700\u6838\u5fc3\u7684\u7248\u6743\u4e0e\u6210\u672c\u75db\u70b9\uff0c\u6709\u671b\u8fc5\u901f\u652b\u53d6\u7528\u6237\u3002\u4f46\u8fd9\u4e5f\u5c06\u6210\u672c\u538b\u529b\u8f6c\u56de\u81ea\u8eab\uff0c\u5176\u5373\u5c06\u516c\u5e03\u7684\u878d\u8d44\u8be6\u60c5\u4e0e\u4ed8\u8d39\u8ba1\u5212\u8f6c\u5316\u7387\uff0c\u5c06\u662f\u89c2\u5bdf\u5176\u6a21\u5f0f\u5065\u5eb7\u5ea6\u7684\u5173\u952e\u3002\u5728Spotify\u7b49\u5e73\u53f0\u91cd\u65b0\u62e5\u62b1\u97f3\u4e50\u89c6\u9891\u7684\u884c\u4e1a\u80cc\u666f\u4e0b\uff0cMozart AI\u5361\u4f4d\u7cbe\u51c6\uff0c\u4f46\u5b83\u63d0\u4f9b\u7684\u7a76\u7adf\u662f\u98a0\u8986\u6027\u7684\u201c\u521b\u4f5c\u5e73\u6743\u201d\u5de5\u5177\uff0c\u8fd8\u662f\u4ec5\u4e3a\u97f3\u4e50\u8425\u9500\u63d0\u4f9b\u4e86\u4e00\u79cd\u9ad8\u6548\u7684\u89c6\u89c9\u5305\u88c5\u6d41\u6c34\u7ebf\uff1f\u8fd9\u53d6\u51b3\u4e8e\u5b83\u80fd\u5426\u5728\u201c\u6613\u7528\u6027\u201d\u4e0e\u201c\u6df1\u5ea6\u63a7\u5236\u201d\u3001\u201cAI\u81ea\u52a8\u5316\u201d\u4e0e\u201c\u521b\u4f5c\u8005\u4e2a\u6027\u201d\u4e4b\u95f4\u627e\u5230\u771f\u6b63\u7684\u5e73\u8861\u70b9\uff0c\u4ece\u800c\u8ba9\u751f\u6210\u7684\u5185\u5bb9\u4e0d\u6b62\u4e8e\u65b0\u5947\uff0c\u66f4\u62e5\u6709\u7075\u9b42\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\">Music Videos by Mozart<\/span>\n <\/div>\n<div class=\"comment-content\">Mozart AI now lets you generate sixty second music videos to bring visual resonance to your sonic creations. We’re also launching Vibe Sessions \u2014 a conversational journey from idea \u2192 finished song \u2192 short music video. For deeper control, jump into a Studio Session for multitrack editing, clean stem generation, effects, MIDI, and more.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><strong>Hey Product Hunt \ud83d\udc4b <\/strong>Sundar here, co-founder of<strong> <\/strong><a href=\"https:\/\/mozartai.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Mozart AI<\/strong><\/a>.<strong> <\/strong>We won <a href=\"https:\/\/www.producthunt.com\/products\/mozart-ai\/launches\/mozart-ai-v0-5\" target=\"_blank\" rel=\"noopener\"><strong>Product of the Day #2 <\/strong><\/a>twice in the last few months, and we’re back to share an exciting launch with this amazing community! I’m super excited to share we’ve raised a mega Seed round (details forthcoming) \u2014 just a month after our Pre-Seed!<\/p>\n<\/p>\n<p>Introducing <strong>Music Videos by Mozart AI<\/strong> \u2014 the best way to create visual resonance for your sonic creations, all through natural language. Create stunning music videos (up to 60 seconds) for your songs by describing a storyboard, generating\/uploading a character, and selecting the desired song region.<\/p>\n<p>Mozart AI is the fastest and most creative way to go from idea \u2192 song \u2192 music video -> share on YouTube\/Spotify.<\/p>\n<p>And when you need serious control, jump into a <strong>Studio Session<\/strong>, our multitrack environment with clean stem generation, effects, MIDI, Track Agents, Audio-to-MIDI, Synth Generation, Inpainting, and more.<\/p>\n<\/p>\n<p><strong><em>We also added:<\/em><\/strong><\/p>\n<p>\ud83c\udfac <strong>Vibe Sessions: <\/strong>Create, edit, and master music through a conversational journey<br \/>\ud83c\udfa7 <strong>Inspiration:<\/strong> Sound like your favourite artists<strong> <\/strong><br \/>\ud83d\uddbc\ufe0f <strong>Library + Albums: <\/strong>Given your music some life with artwork, albums, and share it with the world<br \/>\ud83c\udf0d <strong>Discover:<\/strong> Explore the community’s creations and collaborate (soon) with other creators<br \/>\ud83d\udcf1 <strong>Mobile UI: <\/strong>Mozart is now live on mobile browsers (App Store\/Play Store coming soon)<\/p>\n<\/p>\n<p><strong><em>Rights and Pricing<\/em><\/strong><\/p>\n<ul>\n<li>\n<p><strong>Free downloads across all plans:<\/strong> yes you heard that right!<\/p>\n<\/li>\n<li>\n<p><strong>Commercial rights included:<\/strong> it’s your music, do whatever you want with it!<\/p>\n<\/li>\n<li>\n<p><strong>FREE to try:<\/strong> daily credits granted for up to five songs daily.<\/p>\n<\/li>\n<li>\n<p><strong>Affordable <\/strong><a href=\"https:\/\/mozartai.com\/pricing\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>paid plans<\/strong> <\/a><strong>to choose from: <\/strong>Creator, Pro, and Premium (Music Videos are available on Pro and above)<\/p>\n<\/li>\n<\/ul>\n<p><strong><em>Why now (and who it\u2019s for)<\/em><\/strong><\/p>\n<\/p>\n<p>Music is having its Instagram\/Capcut moment. For the first time ever, everyone is a creator. People like <a href=\"https:\/\/youtube.com\/shorts\/RNgnX7pHWWI?feature=share\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>Princess Nostalgia<\/strong><\/a><strong> <\/strong>are turning their wildest ideas into professional music. In this world, taste is all that matters, and Mozart AI is building tools for musicians to translate their taste into sound.<\/p>\n<\/p>\n<p>If you\u2019re a studio\/educator\/artist, drop any feedback or suggestions in the comments below. And big thanks to <a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> for the hunt and for helping shape the story yet again! \ud83d\ude80<\/p>\n<p>– Sundar<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> <a href=\"https:\/\/www.producthunt.com\/@sundararvind1244\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sundararvind1244<\/a> let’s go team congrats on the Launch can’t wait to see what you’ve shipped today <\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Such good timing! Right after <a href=\"https:\/\/newsroom.spotify.com\/2025-12-09\/music-videos-beta-premium-us-canada\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Spotify announces that they’re bringing music videos<\/a>, Mozart adds the ability to generate music videos to add <em>visual resonance<\/em> to your sonic creations. <\/p>\n<\/p>\n<p>I can’t wait to take this for a spin…! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>9<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> Make some videos and upload it to Spotify!<\/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>Big Fan of your product from the past 6 months! keep building and keep improving your product man!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>5<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> that’s so good to hear!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>introducing “vibe musicians”!!<\/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\/@pascual_merita\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@pascual_merita<\/a> Vibe musicians >> Vibe coders!<\/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>We believe music is becoming a full-stack creative medium; sound, visuals, and story combined. This launch is one step towards making that seamless for everyone!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Check <a href=\"https:\/\/mozartai.com\/u\/sundae69\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">my artist profile out <\/a>and a banger I cooked this morning! <\/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\/@kshitij_mishra4\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kshitij_mishra4<\/a> that’s so good to hear!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 videos are the missing piece that creators have been waiting for. The fact that you can go from idea \u2192 finished song \u2192 music video in minutes is genuinely transformative. Questions: How do you ensure the generated visuals align with the mood\/vibe of the track? Any style customization options? This could be game-changing for independent artists and labels trying to move faster.<\/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>Whish you guys to take the #1 place today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>congrats on the launch 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><a href=\"https:\/\/www.producthunt.com\/@armash_ansari1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@armash_ansari1<\/a> thank you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Not a producer, just a guy with way too many humming voice notes. Vibe Sessions sounds like my speed. The 60s music video thing is neat. If I can spit out clean stems and toss them into Ableton later, that\u2019d be perfect.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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! Quick question on rights\/workflow: for Pro\/Premium music videos, do you also provide clean stems with the exact timing of the 60s cut so editors can sync\/replace shots externally, and is commercial use fully cleared for both audio + generated video?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@llm_driven\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@llm_driven<\/a> this is a great feature request – honestly never came to us! For now you can download the video and stems individually, and the rights are yours for both!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just tried the vibe session and used the featured inspiration to create a really nice song. The creation process was easy and smooth, and the outcome is amazing. I didn\u2019t create the MV because it requires more credits. I\u2019ve tried many AI music tools, and this is one of the best. Congratulations!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is great. Any plans for album templates or visual packs?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#6<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/WJKZ53EGP6NLBV\" class=\"app-title\">GPT-5.2<\/a><\/p>\n<div class=\"one-liner\">Frontier model for professional work and long-running agents<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">181<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GPT-5.2\u662f\u4e00\u6b3e\u9762\u5411\u4e13\u4e1a\u5de5\u4f5c\u548c\u957f\u671f\u8fd0\u884c\u667a\u80fd\u4f53\u7684\u524d\u6cbf\u6a21\u578b\uff0c\u901a\u8fc7\u5728\u7535\u5b50\u8868\u683c\u3001\u6f14\u793a\u6587\u7a3f\u3001\u4ee3\u7801\u7f16\u5199\u3001\u56fe\u50cf\u7406\u89e3\u53ca\u590d\u6742\u591a\u6b65\u9aa4\u9879\u76ee\u7ba1\u7406\u7b49\u573a\u666f\u63d0\u4f9b\u66f4\u5f3a\u80fd\u529b\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u89e3\u9501\u66f4\u9ad8\u7684\u7ecf\u6d4e\u4ef7\u503c\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/adc617c5-afd3-4d77-8589-f32994cfaf52.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/64621b60-4f4f-4185-8778-8b2dea313002.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/234f7c76-834c-4771-a499-c1ee071214ab.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/312e90b1-145a-4cad-9520-1efb25253353.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a07f6eb6-8aa5-4716-b323-b5ff67cd6a55.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c775811a-ebad-4da7-8dfe-d9fcaac9f41a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1ce98f1b-8e68-49b3-b46d-9affd5581897.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\">Spreadsheets<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Bots<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e13\u4e1a\u5de5\u4f5c\u6d41<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53<\/span><br \/>\n <span class=\"tag\">\u591a\u6a21\u6001AI<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u529e\u516c\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u957f\u4e0a\u4e0b\u6587\u5904\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\u8bc4\u8bba\u6570\u91cf\u6781\u5c11\u4e14\u53cd\u9988\u6d88\u6781\u3002\u4e3b\u8981\u7591\u95ee\u96c6\u4e2d\u5728\u4e24\u70b9\uff1a\u4e00\u662f\u8d28\u7591\u6a21\u578b\u8fed\u4ee3\u540e\u667a\u80fd\u4f53\u662f\u5426\u51fa\u73b0\u80fd\u529b\u9000\u5316\uff08\u201c\u53d8\u5f97\u66f4\u7b28\u201d\uff09\uff1b\u4e8c\u662f\u5173\u6ce8\u4ed8\u8d39\u7528\u6237\u7684\u8bbf\u95ee\u6743\u9650\u662f\u5426\u5373\u65f6\u5f00\u653e\u3002\u6709\u6548\u8bc4\u8bba\u53cd\u6620\u4e86\u7528\u6237\u5bf9\u6a21\u578b\u6027\u80fd\u7a33\u5b9a\u6027\u548c\u5546\u4e1a\u627f\u8bfa\u7684\u4fe1\u4efb\u7126\u8651\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n GPT-5.2\u7684\u53d1\u5e03\u6587\u6848\u5145\u65a5\u7740\u719f\u6089\u7684\u201c\u4ef7\u503c\u89e3\u9501\u201d\u53d9\u4e8b\u4e0e\u5168\u6808\u80fd\u529b\u7f57\u5217\uff0c\u4ece\u7535\u5b50\u8868\u683c\u5230\u590d\u6742\u9879\u76ee\uff0c\u4fe8\u7136\u4e00\u526f\u201cAI\u8d85\u7ea7\u5458\u5de5\u201d\u7684\u84dd\u56fe\u3002\u7136\u800c\uff0c\u5be5\u5be5\u65e0\u51e0\u7684\u7528\u6237\u8bc4\u8bba\u5374\u63ed\u793a\u4e86\u7406\u60f3\u4e0e\u73b0\u5b9e\u95f4\u7684\u5c16\u9510\u65ad\u5c42\uff1a\u4e00\u8fb9\u662f\u5b98\u65b9\u63cf\u7ed8\u7684\u201c\u524d\u6cbf\u6a21\u578b\u201d\uff0c\u53e6\u4e00\u8fb9\u5374\u662f\u7528\u6237\u5bf9\u6a21\u578b\u53d8\u201c\u7b28\u201d\u7684\u76f4\u89c2\u611f\u53d7\u548c\u5bf9\u63a5\u5165\u6743\u9650\u7684\u56f0\u60d1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u8fd9\u51f8\u663e\u4e86\u5f53\u524d\u5927\u6a21\u578b\u8d5b\u9053\u7684\u4e00\u4e2a\u6838\u5fc3\u77db\u76fe\uff1a\u5382\u5546\u70ed\u8877\u4e8e\u5806\u780c\u53c2\u6570\u3001\u6269\u5c55\u573a\u666f\uff0c\u8fdb\u884c\u201c\u519b\u5907\u7ade\u8d5b\u201d\u5f0f\u7684\u529f\u80fd\u5ba3\u793a\uff0c\u4f46\u7528\u6237\u4f53\u9a8c\u7684\u7ec6\u817b\u5ea6\u3001\u6027\u80fd\u7684\u4e00\u81f4\u6027\u4e0e\u627f\u8bfa\u7684\u900f\u660e\u5ea6\uff0c\u8fd9\u4e9b\u6784\u6210\u4ea7\u54c1\u4fe1\u4efb\u7684\u57fa\u77f3\uff0c\u5374\u5728\u9ad8\u901f\u8fed\u4ee3\u4e2d\u88ab\u8f7b\u6613\u5ffd\u89c6\u3002\u201c\u66f4\u64c5\u957f\u5904\u7406\u590d\u6742\u591a\u6b65\u9aa4\u9879\u76ee\u201d\u7684\u5ba3\u79f0\uff0c\u82e5\u6ca1\u6709\u5728\u771f\u5b9e\u3001\u957f\u671f\u7684\u667a\u80fd\u4f53\u8fd0\u884c\u4e2d\u5f97\u5230\u7a33\u5b9a\u9a8c\u8bc1\uff0c\u5219\u6613\u6ca6\u4e3a\u8425\u9500\u8bdd\u672f\u3002\u7528\u6237\u5bf9\u667a\u80fd\u4f53\u201c\u53d8\u7b28\u201d\u7684\u5410\u69fd\uff0c\u867d\u4e3b\u89c2\uff0c\u5374\u53ef\u80fd\u6307\u5411\u4e86\u6a21\u578b\u4f18\u5316\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u7684\u201c\u5bf9\u9f50\u7a0e\u201d\u6216\u7279\u5b9a\u80fd\u529b\u9000\u5316\u95ee\u9898\uff0c\u8fd9\u662f\u6280\u672f\u56e2\u961f\u5fc5\u987b\u4e25\u8083\u56de\u5e94\u7684\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cGPT-5.2\u7684\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u6280\u672f\u521b\u65b0\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5176\u4f5c\u4e3a\u201c\u7ecf\u6d4e\u4ef7\u503c\u201d\u8f6c\u6362\u5668\u7684\u53ef\u9760\u6027\u3002\u5b83\u771f\u6b63\u7684\u8003\u9a8c\u4e0d\u5728\u4e8e\u529f\u80fd\u5217\u8868\u7684\u957f\u5ea6\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6210\u4e3a\u4e13\u4e1a\u5de5\u4f5c\u6d41\u4e2d\u53ef\u4fe1\u8d56\u3001\u53ef\u9884\u6d4b\u7684\u57fa\u77f3\u3002\u76ee\u524d\uff0c\u7a00\u758f\u4e14\u5b58\u7591\u7684\u7528\u6237\u53cd\u9988\u8868\u660e\uff0c\u5176\u4ece\u201c\u5ba3\u79f0\u7684\u524d\u6cbf\u201d\u5230\u201c\u53ef\u4fe1\u8d56\u7684\u751f\u4ea7\u529b\u201d\u4e4b\u95f4\uff0c\u4ecd\u6709\u5de8\u5927\u7684\u6c9f\u58d1\u9700\u8981\u8de8\u8d8a\u3002\u4ea7\u54c1\u6210\u529f\u7684\u5173\u952e\uff0c\u5c06\u4ece\u8ffd\u6c42 benchmark \u7684\u201c\u5cf0\u503c\u8868\u73b0\u201d\uff0c\u8f6c\u5411\u4fdd\u969c\u7528\u6237\u4f53\u9a8c\u7684\u201c\u7a33\u5b9a\u8f93\u51fa\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\">GPT-5.2<\/span>\n <\/div>\n<div class=\"comment-content\">GPT\u20115.2 is designed to unlock even more economic value for people; it\u2019s better at creating spreadsheets, building presentations, writing code, perceiving images, understanding long contexts, using tools, and handling complex, multi-step projects.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Does everyone feel how it’s become more stupid each time? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Do all paying users get immediate access to 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\">#7<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YHOHNE53VEQO5X\" class=\"app-title\">Google Mixboard 2.0<\/a><\/p>\n<div class=\"one-liner\">Now w\/ Nano Banana Pro, new file types & multi-board project<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">173<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Google Mixboard 2.0\u662f\u4e00\u6b3e\u96c6\u6210\u5148\u8fdbAI\u56fe\u50cf\u6a21\u578b\uff08Nano Banana Pro\uff09\u7684\u521b\u610f\u5de5\u4f5c\u53f0\uff0c\u5b83\u901a\u8fc7\u5728\u5355\u4e00\u5e73\u53f0\u5185\u878d\u5408\u591a\u753b\u677f\u9879\u76ee\u7ba1\u7406\u3001\u591a\u6837\u5316\u6587\u4ef6\u652f\u6301\u53ca\u4e00\u952e\u751f\u6210\u6f14\u793a\u6587\u7a3f\u7b49\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u521b\u610f\u5de5\u4f5c\u8005\u5728\u6784\u601d\u3001\u6574\u7406\u548c\u5448\u73b0\u60f3\u6cd5\u8fc7\u7a0b\u4e2d\u6d41\u7a0b\u5272\u88c2\u3001\u6548\u7387\u4f4e\u4e0b\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\/923c9b88-d4c2-4ea9-a71b-090f7dc65032.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b600ecb6-32f6-415b-af30-0d22d5e2a559.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9d1cd888-208a-4388-ae3e-9eb61760f9b7.gif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/914695f2-2f15-4a84-a760-d345951d5198.gif?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\/6e839dbc-970b-4f1f-a362-7a33370f8022.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/5WmC12lsDyQ\"><source src=\"https:\/\/youtu.be\/5WmC12lsDyQ\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Design Tools<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u521b\u610f\u534f\u4f5c\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">AI\u6f14\u793a\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u591a\u753b\u677f\u9879\u76ee\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u6587\u4ef6\u683c\u5f0f\u652f\u6301<\/span><br \/>\n <span class=\"tag\">\u89c6\u89c9\u6784\u601d\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Google\u5b9e\u9a8c\u4ea7\u54c1<\/span><br \/>\n <span class=\"tag\">Gemini\u56fe\u50cf\u6a21\u578b<\/span><br \/>\n <span class=\"tag\">\u5de5\u4f5c\u6d41\u6574\u5408<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u539f\u578b\u8bbe\u8ba1<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u6765\u81ea\u4ea7\u54c1\u53d1\u5e03\u65b9\uff0c\u79ef\u6781\u4ecb\u7ecd\u66f4\u65b0\u4eae\u70b9\uff08Nano Banana Pro\u3001\u591a\u753b\u677f\u3001\u65b0\u6587\u4ef6\u683c\u5f0f\uff09\u3002\u5176\u4ed6\u8bc4\u8bba\u6ce8\u610f\u5230Google\u9891\u7e41\u63a8\u51fa\u72ec\u7279\u5b9e\u9a8c\u6027\u4ea7\u54c1\uff0c\u5e76\u5bf9Nano Banana Pro\u8868\u793a\u5173\u6ce8\u3002\u6682\u65e0\u76f4\u63a5\u7528\u6237\u95ee\u9898\u6216\u6279\u8bc4\u6027\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 Google Mixboard 2.0\u7684\u6b64\u6b21\u5347\u7ea7\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b21\u529f\u80fd\u8fed\u4ee3\uff0c\u4e0d\u5982\u8bf4\u662fGoogle\u5bf9\u5176\u201c\u5b9e\u9a8c\u6027\u4ea7\u54c1\u201d\u6218\u7565\u4e0eAI\u539f\u751f\u5e94\u7528\u7406\u5ff5\u7684\u4e00\u6b21\u96c6\u4e2d\u6f14\u7ec3\u3002\u4ea7\u54c1\u6838\u5fc3\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u5355\u4e2a\u529f\u80fd\u7684\u5806\u780c\uff08\u5982\u652f\u6301HEIC\u6216\u5185\u7f6e\u81ea\u62cd\u76f8\u673a\uff09\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u7528AI\u91cd\u65b0\u5b9a\u4e49\u201c\u521b\u610f\u5de5\u4f5c\u6d41\u201d\u7684\u95ed\u73af\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u201cNano Banana Pro\u201d\u7684\u96c6\u6210\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u201c\u66f4\u597d\u7684\u89c6\u89c9\u548c\u5e03\u5c40\u201d\uff0c\u5176\u6df1\u5c42\u610f\u56fe\u662f\u8ba9AI\u5145\u5f53\u4ece\u6df7\u6c8c\u201c\u753b\u677f\u201d\u5230\u7ed3\u6784\u5316\u201c\u6f14\u793a\u6587\u7a3f\u201d\u7684\u7ffb\u8bd1\u5b98\u4e0e\u7b56\u5c55\u4eba\u3002\u8fd9\u76f4\u63a5\u653b\u51fb\u4e86\u4f20\u7edf\u521b\u610f\u6d41\u7a0b\u4e2d\u6700\u8017\u65f6\u7684\u73af\u8282\uff1a\u5c06\u53d1\u6563\u6027\u3001\u975e\u7ebf\u6027\u7684\u6784\u601d\uff08Board\uff09\u8f6c\u5316\u4e3a\u7ebf\u6027\u3001\u53ef\u4f20\u64ad\u7684\u6545\u4e8b\uff08Presentation\uff09\u3002AI\u5728\u6b64\u626e\u6f14\u4e86\u5173\u952e\u7684\u4e2d\u4ecb\u89d2\u8272\uff0c\u964d\u4f4e\u4e86\u4ece\u201c\u60f3\u6cd5\u201d\u5230\u201c\u53ef\u4ea4\u4ed8\u6210\u679c\u201d\u7684\u8868\u8fbe\u95e8\u69db\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u4e5f\u66b4\u9732\u4e86Google\u5728\u5e94\u7528\u5c42\u4e00\u8d2f\u7684\u6311\u6218\uff1a\u529f\u80fd\u7f1d\u5408\u4e0e\u5b9a\u4f4d\u6a21\u7cca\u3002\u5b83\u8bd5\u56fe\u540c\u65f6\u670d\u52a1\u5934\u8111\u98ce\u66b4\u3001\u89c6\u89c9\u7f16\u8f91\u3001\u6587\u4ef6\u7ba1\u7406\u548c\u6f14\u793a\u8f93\u51fa\uff0c\u8fd9\u4f7f\u5176\u5728\u5782\u76f4\u9886\u57df\u9762\u4e34\u4e13\u4e1a\u5de5\u5177\u7684\u7ade\u4e89\u3002\u591a\u753b\u677f\u9879\u76ee\u770b\u4f3c\u89e3\u51b3\u4e86\u5927\u89c4\u6a21\u9879\u76ee\u7ba1\u7406\uff0c\u4f46\u82e5\u65e0\u5f3a\u5927\u7684\u56e2\u961f\u534f\u4f5c\u4e0e\u7248\u672c\u63a7\u5236\uff0c\u5176\u6548\u529b\u5b58\u7591\u3002\u8bc4\u8bba\u4e2d\u7528\u6237\u63d0\u53ca\u201cGoogle\u9891\u7e41\u63a8\u51fa\u5b9e\u9a8c\u4ea7\u54c1\u201d\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u5176\u6f5c\u5728\u98ce\u9669\uff1a\u8fd9\u7a76\u7adf\u662f\u53c8\u4e00\u4e2a\u5145\u6ee1\u91ce\u5fc3\u4f46\u7ec8\u5c06\u88ab\u9057\u5fd8\u7684\u201c\u5b9e\u9a8c\u5ba4\u73a9\u5177\u201d\uff0c\u8fd8\u662f\u4e00\u4e2a\u80fd\u771f\u6b63\u6c89\u6dc0\u7528\u6237\u3001\u5f62\u6210\u5de5\u4f5c\u4e60\u60ef\u7684\u751f\u6001\u5165\u53e3\uff1f\n <\/p>\n<p class=\"ai-content\">\n Mixboard 2.0\u7684\u4ef7\u503c\uff0c\u5728\u4e8e\u5b83\u5c55\u793a\u4e86AI\u5982\u4f55\u6e17\u900f\u5e76\u91cd\u5851\u975e\u6807\u51c6\u5316\u7684\u521b\u610f\u751f\u4ea7\u8fc7\u7a0b\u3002\u5b83\u4e0d\u662f\u7b80\u5355\u7684\u6548\u7387\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u8bd5\u56fe\u7406\u89e3\u521b\u4f5c\u8005\u610f\u56fe\u5e76\u534f\u52a9\u5b8c\u6210\u8868\u8fbe\u7684\u201c\u534f\u4f5c\u8005\u201d\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u529f\u80fd\u5217\u8868\u7684\u957f\u5ea6\uff0c\u800c\u53d6\u51b3\u4e8e\u5176AI\u6a21\u578b\u5bf9\u521b\u610f\u610f\u56fe\u7406\u89e3\u7684\u6df1\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u5f62\u6210\u4e00\u4e2a\u4ece\u6784\u601d\u5230\u8f93\u51fa\u7684\u3001\u8db3\u591f\u6d41\u7545\u81ea\u7136\u7684\u201c\u9b54\u6cd5\u822c\u201d\u4f53\u9a8c\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662fGoogle\u5e9e\u5927AI\u80fd\u529b\u77e9\u9635\u4e2d\uff0c\u53c8\u4e00\u4e2a\u70ab\u6280\u5374\u96be\u4ee5\u624e\u6839\u7684\u6f14\u793a\u6848\u4f8b\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Google Mixboard 2.0<\/span>\n <\/div>\n<div class=\"comment-content\">Mixboard just got a major tune-up! Create presentations from your boards with Nano Banana Pro, support for new file types including PDF \/ HEIC \/ TIFF, multi-board projects and more. A faster, smoother way to explore ideas and turn boards into polished outputs.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super excited to share a big Mixboard update with you all!<\/p>\n<\/p>\n<p>Mixboard has always been a playground for ideas and this release makes it even more powerful.<\/p>\n<\/p>\n<p>Google has introduced a bundle of updates to help you keep exploring your ideas:<\/p>\n<ul>\n<li>\n<p><strong>Nano Banana Pro<\/strong>: You can now turn your boards directly into presentations using Nano Banana Pro, Google’s latest Gemini image model. Better visuals, smarter layouts, and a way faster path from concept to something you can actually share.<\/p>\n<\/li>\n<li>\n<p><strong>New File Types<\/strong>: They have also added support for new file types (including PDFs, HEIC & TIFF), a built-in selfie camera, and even doodle-based editing for more control over your visuals.<\/p>\n<\/li>\n<li>\n<p><strong>Multi-Board Projects<\/strong>: For bigger projects, you can now work across multiple boards within one project, giving you space to separate brainstorming, exploration and final vision.<\/p>\n<\/li>\n<\/ul>\n<p>& more!<\/p>\n<\/p>\n<p><strong>Try it <\/strong>-> <a href=\"http:\/\/labs.google\/mixboard\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">http:\/\/labs.google\/mixboard<\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Lately been noticing Google shipping a lot of experimental products. All of them very interesting and unique. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super neat! The nano banana pro is making waves! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/SZNRI4HI76XCRS\" class=\"app-title\">Vibary<\/a><\/p>\n<div class=\"one-liner\">What if every book was a unique website?<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">147<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vibary\u5c06\u4e66\u7c4d\u8f6c\u5316\u4e3a\u5177\u6709\u72ec\u7279\u201c\u6c1b\u56f4\u611f\u201d\u7684\u7f51\u9875\uff0c\u901a\u8fc7AI\u9a71\u52a8\u7684\u201c\u6c1b\u56f4\u7f16\u7801\u201d\u53ef\u89c6\u5316\u4e66\u7c4d\u5185\u6838\uff0c\u4e3a\u8bfb\u8005\u63d0\u4f9b\u4e00\u79cd\u8d85\u8d8a\u6587\u672c\u7684\u3001\u6c89\u6d78\u5f0f\u7684\u4e66\u7c4d\u63a2\u7d22\u65b0\u4f53\u9a8c\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\/516bccd9-afa3-4265-897b-cc588d256e94.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03d2f3f9-6924-4834-a46a-a75283c7ccd5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d9917e8-0893-4a5e-aea5-b2f21dc78478.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f7d8f247-0074-4b6d-a646-5b5331b71efa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d610cc2c-8464-48a3-a2b0-9fd62ca83c75.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0579d775-d6dc-4a66-ac33-b4a807efe6a7.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\/f8f1a98e-a267-41a6-8a62-c967c177d01d.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/uydv2QhzUpw\"><source src=\"https:\/\/youtu.be\/uydv2QhzUpw\" 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\">Books<\/span><br \/>\n <span class=\"tag\">Digital Art<\/span><br \/>\n <span class=\"tag\">Design<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u5185\u5bb9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u4e66\u7c4d\u53ef\u89c6\u5316<\/span><br \/>\n <span class=\"tag\">\u5a92\u4ecb\u8f6c\u6362<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u5b9e\u9a8c<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u9879\u76ee<\/span><br \/>\n <span class=\"tag\">AI\u8f85\u52a9\u521b\u4f5c<\/span><br \/>\n <span class=\"tag\">\u6570\u5b57\u9605\u8bfb<\/span><br \/>\n <span class=\"tag\">\u521b\u65b0\u4f53\u9a8c<\/span><br \/>\n <span class=\"tag\">\u6c1b\u56f4\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\u8d5e\u8d4f\u5176\u6982\u5ff5\u521b\u65b0\u4e0e\u5feb\u901f\u6267\u884c\uff0c\u5bf9\u591aAI\u534f\u4f5c\uff08\u53d9\u4e8b\u3001\u8bbe\u8ba1\u3001\u4ee3\u7801\uff09\u7684\u6280\u672f\u5b9e\u9a8c\u5c24\u4e3a\u611f\u5174\u8da3\u3002\u4e3b\u8981\u7591\u95ee\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a\u5185\u5bb9\u751f\u6210\u65b9\u5f0f\uff08AI\u81ea\u52a8\u751f\u6210\u53ef\u80fd\u4e0d\u51c6\u786e\uff09\u3001\u672a\u6765\u662f\u5426\u5f00\u653e\u7528\u6237\u81ea\u521b\u4e66\u7c4d\u7f51\u9875\u3001\u4ee5\u53ca\u5982\u4f55\u786e\u4fdd\u4e0d\u540c\u4e66\u7c4d\u9875\u9762\u201c\u6c1b\u56f4\u201d\u4f20\u8fbe\u7684\u51c6\u786e\u6027\u4e0e\u8bbe\u8ba1\u4e00\u81f4\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 Vibary\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u6210\u719f\u7684\u4ea7\u54c1\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u4efd\u5173\u4e8e\u201cAI\u65f6\u4ee3\u5a92\u4ecb\u8f6c\u5316\u53ef\u80fd\u6027\u201d\u7684\u6fc0\u8fdb\u5ba3\u8a00\u3002\u5b83\u7c97\u66b4\u5730\u5c06\u201c\u6df1\u5ea6\u201d\u7684\u4e66\u7c4d\u585e\u8fdb\u201c\u53e4\u8001\u201d\u7684\u7f51\u9875\u6846\u67b6\uff0c\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5f53\u524d\u7565\u663e\u7c97\u7cd9\u768442\u4e2a\u7f51\u9875\uff0c\u800c\u5728\u4e8e\u5176\u80cc\u540e\u8fd1\u4e4e\u504f\u6267\u7684\u65b9\u6cd5\u8bba\u5b9e\u9a8c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u9879\u76ee\u6838\u5fc3\u662f\u201c\u6c1b\u56f4\u7f16\u7801\u201d\uff0c\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u7531AI\u4e3b\u5bfc\u7684\u3001\u9ad8\u5ea6\u98ce\u683c\u5316\u7684\u6458\u8981\u53ef\u89c6\u5316\u3002\u5b83\u653e\u5f03\u4e86\u4f20\u7edf\u77e5\u8bc6\u63d0\u70bc\u7684\u51c6\u786e\u6027\u8ffd\u6c42\uff0c\u8f6c\u800c\u6355\u6349\u4e00\u79cd\u57fa\u4e8e\u6587\u672c\u60c5\u7eea\u7684\u201c\u611f\u89c9\u201d\u3002\u8fd9\u65e2\u662f\u5176\u9b45\u529b\u6240\u5728\uff0c\u4e5f\u662f\u6700\u5927\u98ce\u9669\u2014\u2014\u5f53\u300a\u601d\u8003\uff0c\u5feb\u4e0e\u6162\u300b\u88ab\u7b80\u5316\u4e3a\u4e00\u7cfb\u5217\u95ea\u70c1\u7684\u56fe\u5f62\u65f6\uff0c\u5176\u4e25\u8c28\u7684\u5b66\u672f\u5185\u6838\u662f\u5426\u5df2\u88ab\u201c\u6c1b\u56f4\u201d\u6240\u6d88\u89e3\uff1f\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5185\u5bb9\u51c6\u786e\u6027\u7684\u62c5\u5fe7\uff0c\u6070\u6070\u51fb\u4e2d\u4e86\u8fd9\u79cd\u5b9e\u9a8c\u6027\u8f6c\u5316\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\u3002\n <\/p>\n<p class=\"ai-content\">\n \u66f4\u6df1\u5c42\u770b\uff0cVibary\u63ed\u793a\u4e86\u5f53\u524dAI\u5e94\u7528\u7684\u4e00\u4e2a\u524d\u6cbf\u8303\u5f0f\uff1a\u5c06AI\u89c6\u4e3a\u4e00\u79cd\u201c\u521b\u610f\u526f\u9a7e\u9a76\u201d\u7684\u96c6\u5408\uff0c\u800c\u975e\u5355\u4e00\u5de5\u5177\u3002\u901a\u8fc7\u8ba9Claude\u3001Gemini\u3001Codex\u5404\u53f8\u5176\u804c\uff0c\u5e76\u884c\u5904\u7406\u53d9\u4e8b\u3001\u8bbe\u8ba1\u4e0e\u4ee3\u7801\uff0c\u5b83\u5c55\u793a\u4e86\u4e00\u79cd\u4eba\u673a\u534f\u4f5c\u7684\u201c\u5bfc\u6f14\u201d\u6a21\u5f0f\u3002\u5f00\u53d1\u8005\u626e\u6f14\u7b56\u5c55\u4eba\u4e0e\u7cfb\u7edf\u67b6\u6784\u5e08\uff0c\u800cAI\u8d1f\u8d23\u91cd\u578b\u521b\u4f5c\u3002\u8fd9\u4e3a\u5c0f\u578b\u56e2\u961f\u5b9e\u73b0\u9ad8\u6982\u5ff5\u9879\u76ee\u63d0\u4f9b\u4e86\u65b0\u8def\u5f84\uff0c\u4f46\u540c\u65f6\u4e5f\u66b4\u9732\u4e86\u534f\u8c03\u6210\u672c\u4e0e\u98ce\u683c\u7edf\u4e00\u6027\u7684\u6311\u6218\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u672a\u6765\u9762\u4e34\u7684\u62f7\u95ee\u975e\u5e38\u5c16\u9510\uff1a\u5b83\u662f\u6b62\u6b65\u4e8e\u4e00\u4e2a\u9177\u70ab\u7684\u6280\u672f\u6f14\u793a\uff0c\u8fd8\u662f\u80fd\u6f14\u5316\u6210\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u9605\u8bfb\u6216\u77e5\u8bc6\u6d88\u8d39\u5e73\u53f0\uff1f\u82e5\u5f00\u653e\u7528\u6237\u81ea\u521b\uff0c\u5982\u4f55\u4fdd\u8bc1\u4ea7\u51fa\u8d28\u91cf\u4e0e\u201c\u6c1b\u56f4\u201d\u7684\u6df1\u5ea6\uff1f\u5b83\u6700\u7ec8\u662f\u5728\u589e\u5f3a\u4e66\u7c4d\uff0c\u8fd8\u662f\u5728\u89e3\u6784\u751a\u81f3\u6d88\u9063\u4e66\u7c4d\uff1fVibary\u52c7\u6562\u5730\u6253\u5f00\u4e86\u6f58\u591a\u62c9\u9b54\u76d2\uff0c\u4f46\u76d2\u5b50\u91cc\u98de\u51fa\u7684\uff0c\u662f\u9605\u8bfb\u7684\u672a\u6765\uff0c\u8fd8\u662f\u53c8\u4e00\u573a\u534e\u4e3d\u7684AI\u70df\u82b1\uff1f\u65f6\u95f4\u4f1a\u7ed9\u51fa\u7b54\u6848\uff0c\u4f46\u6b64\u523b\uff0c\u5b83\u65e0\u7591\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edd\u4f73\u7684\u89c2\u5bdf\u6837\u672c\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">Vibary<\/span>\n <\/div>\n<div class=\"comment-content\">Vibary presents each book as a unique webpage, showcasing its vibe, manifested through vibe coding.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi<\/p>\n<\/p>\n<p>In just 2 weeks, I used Gemini 3 to turn 42 books into 42 unique webpages, visualizing the unique “Vibe” of each one.<\/p>\n<\/p>\n<p>I imagine you\u2019ve seen plenty of flashy webpages built by Gemini 3 lately and might be getting a bit tired of them\u2014let alone books, which some find conducive only to sleep.<\/p>\n<\/p>\n<p>But if you\u2019re curious to see what\u2019s down the rabbit hole, the entrance is here.<\/p>\n<\/p>\n<p>This project stems from my reflections on media. Different mediums convey different information and sensations\u2014something you feel the moment you interact with them.<\/p>\n<\/p>\n<p>If you want specificity, watch a video. If you want efficiency, scroll through social media. If you want emotion, listen to music. If you want an experience, play a game. If you want depth, read a book. Don’t resist the medium.<\/p>\n<\/p>\n<p>The existence of AI allows for the transformation between different mediums, and many attempts have been made in this regard. Among the multitude of mediums, the web\u2014that ancient medium\u2014always manages to capture my attention. So, I\u2019ve been conducting various experiments to explore what exactly we can hold within a webpage.<\/p>\n<\/p>\n<p>Vibary is one such humble attempt. I tried to translate an even older medium\u2014books\u2014into webpages, just to see what would happen.<\/p>\n<\/p>\n<p>This project spans nearly 100,000 lines of code, 99.9% of which were written by AI. For a purely frontend project with no backend, where each part of the site is relatively independent, “vibe coding” is perfectly up to the task.<\/p>\n<\/p>\n<p>I run multiple code editors simultaneously, tasking different AIs in parallel. Sonnet 4.5 crafts the narrative arc for each book, Gemini 3 handles the design and frontend, and Codex takes care of the grunt work.<\/p>\n<\/p>\n<p>Because the code was written by AI, combined with limited time, the content and experience of Vibary are currently imperfect\u2014perhaps even erroneous. So please explore with caution. But don’t panic; this website is mostly harmless.<\/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\/@rand_cat\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rand_cat<\/a> <strong>Love the experimentation behind Vibary \u2014 especially how you\u2019re mixing different AIs for narrative, design, and code. Even with imperfections, it already sparks a lot of imagination about what books could become on the web.<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@rand_cat\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rand_cat<\/a> This is really cool, how do you make sure the vibe from each book actually comes across to people? coordinating multiple ai tools sounds tricky so how do you keep the design feeling consistent across pages?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 looked into your website, and it’s actually really cool and well structured. It’s really neatly done considering you developed everything in 2 weeks. <\/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\/@chilarai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chilarai<\/a> it is also an experiment about how we can do with the help of AI.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>One thing I\u2019m curious about is whether we need to create all the content manually, or does Vibary include any AI that can take a books topic, do proper research, and generate the script\/content for the website automatically?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@getsiful\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@getsiful<\/a> AI do it automatically, so the content may be wrong.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 and quick execution! I tried reading “Thinking In Systems” at least 3 times, could never get into it. A website is an interesting way to bring it to life! Good 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\/@skitobyte\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@skitobyte<\/a> thinks. i am try to make it even better<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 it possible to create own website according to the book in the future? Because now, I can see only the library.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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> that’s a good idea, i am thinking about it, there are so many books, i can’t do it on my own. and people may like different style.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love the design! Do you write these summaries manually or is it AI? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Interesting project! I kept scrolling and thinking, \u201cHmm, what would this look like for fiction vs non-fiction?\u201d \ud83d\ude04<\/p>\n<p>Also curious if there are plans to <em>build your own vibe<\/em> for a book or if it\u2019s auto-generated?<\/p>\n<p>Either way, it’s a cool exploration of how content can look on the web.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joydeep_pandey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joydeep_pandey<\/a> no plans. AI may do the 80% of work, and i may do the 20% of it, just little ideas.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#9<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/6V7QXKH2AZBHMG\" class=\"app-title\">VibeCSS<\/a><\/p>\n<div class=\"one-liner\">AI Design Agent for Google Chrome<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">115<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>VibeCSS\u662f\u4e00\u6b3eChrome AI\u8bbe\u8ba1\u52a9\u624b\uff0c\u5141\u8bb8\u7528\u6237\u5728\u771f\u5b9e\u7f51\u9875\u4e0a\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u76f4\u63a5\u4fee\u6539\u5143\u7d20\u6837\u5f0f\uff0c\u89e3\u51b3\u4e86\u8bbe\u8ba1\u5e08\u548c\u5f00\u53d1\u8005\u5728\u6d4f\u89c8\u5668\u4e2d\u624b\u52a8\u8c03\u8bd5CSS\u8fdb\u884c\u539f\u578b\u8bbe\u8ba1\u65f6\u6548\u7387\u4f4e\u4e0b\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\/89d27610-50a1-4bca-8ca6-c73198bda07e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a2189ef5-567c-42c2-a57a-496f9a201072.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5a3db4f2-9bc0-42fc-8604-74dbf2c24b36.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\/c7da7416-2135-410b-ae0b-9fb9b08bdbb3.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/ZG7Cux_muiw\"><source src=\"https:\/\/youtu.be\/ZG7Cux_muiw\" 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\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u8bbe\u8ba1\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u524d\u7aef\u539f\u578b\u8bbe\u8ba1<\/span><br \/>\n <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">CSS\u5b9e\u65f6\u7f16\u8f91<\/span><br \/>\n <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/span><br \/>\n <span class=\"tag\">\u8bbe\u8ba1\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7f51\u9875\u8bbe\u8ba1\u52a9\u624b<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u5bf9\u4ea7\u54c1\u7406\u5ff5\u8868\u793a\u8d5e\u8d4f\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u529f\u80fd\u8be2\u95ee\u4e0a\uff0c\u6838\u5fc3\u95ee\u9898\u662f\u80fd\u5426\u6c38\u4e45\u4fdd\u5b58\u4fee\u6539\u540e\u7684\u9875\u9762\u72b6\u6001\u3002\u5f00\u53d1\u8005\u56de\u590d\u79f0\uff0c\u7531\u4e8eAI\u4fee\u6539HTML\u53ef\u80fd\u5bfc\u81f4\u4e8b\u4ef6\u76d1\u542c\u5668\u5931\u6548\uff0c\u76ee\u524d\u6682\u4e0d\u652f\u6301\u6b64\u529f\u80fd\uff0c\u4ea7\u54c1\u5b9a\u4f4d\u662f\u539f\u578b\u8bbe\u8ba1\u800c\u975e\u6c38\u4e45\u4fee\u6539\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 VibeCSS\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u9ad8\u9891\u4f46\u88ab\u5ffd\u89c6\u7684\u7f1d\u9699\u5e02\u573a\u2014\u2014\u6d4f\u89c8\u5668\u5185\u5b9e\u65f6\u8bbe\u8ba1\u8fed\u4ee3\u3002\u5b83\u5c06\u201c\u68c0\u67e5\u5143\u7d20\u201d\u8fd9\u4e00\u5f00\u53d1\u8005\u5de5\u5177\uff0c\u4ece\u9762\u5411\u4ee3\u7801\u7684\u8c03\u8bd5\u9762\u677f\uff0c\u91cd\u5851\u4e3a\u9762\u5411\u521b\u610f\u7684\u81ea\u7136\u8bed\u8a00\u753b\u5e03\uff0c\u4ef7\u503c\u663e\u8457\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u4e0d\u5728\u4e8e\u201cAI\u5199CSS\u201d\u8fd9\u4e00\u6280\u672f\u5b9e\u73b0\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u5c06\u201c\u8bbe\u8ba1\u610f\u56fe\u201d\u4e0e\u201c\u5b9e\u73b0\u624b\u6bb5\u201d\u5728\u6700\u7ec8\u8f7d\u4f53\uff08\u771f\u5b9e\u7f51\u9875\uff09\u4e0a\u76f4\u63a5\u5bf9\u9f50\uff0c\u6781\u5927\u538b\u7f29\u4e86\u4ece\u60f3\u6cd5\u5230\u89c6\u89c9\u53cd\u9988\u7684\u5faa\u73af\u5468\u671f\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5c40\u9650\u6027\u540c\u6837\u9c9c\u660e\u3002\u5f00\u53d1\u8005\u660e\u786e\u8868\u793a\u4e0d\u652f\u6301\u4fdd\u5b58\u72b6\u6001\uff0c\u8fd9\u770b\u4f3c\u662f\u529f\u80fd\u7f3a\u5931\uff0c\u5b9e\u5219\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u201c\u539f\u578b\u5de5\u5177\u201d\u7684\u672c\u8d28\u4e0e\u7528\u6237\u671f\u671b\u5c06\u5176\u4f5c\u4e3a\u201c\u751f\u4ea7\u5de5\u5177\u201d\u4e4b\u95f4\u7684\u6839\u672c\u77db\u76fe\u3002AI\u76f4\u63a5\u64cd\u4f5cDOM\u662f\u4e00\u628a\u53cc\u5203\u5251\uff1a\u5b83\u5e26\u6765\u4e86\u65e0\u4e0e\u4f26\u6bd4\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u4e5f\u7834\u574f\u4e86\u9875\u9762\u7684\u539f\u59cb\u7ed3\u6784\u548c\u903b\u8f91\u5b8c\u6574\u6027\uff0c\u4f7f\u5176\u96be\u4ee5\u4ea7\u51fa\u53ef\u7ef4\u62a4\u3001\u53ef\u4ea4\u4ed8\u7684\u4ee3\u7801\u3002\u8fd9\u51b3\u5b9a\u4e86\u5b83\u76ee\u524d\u53ea\u80fd\u662f\u521b\u610f\u53d1\u6563\u9636\u6bb5\u7684\u201c\u8349\u56fe\u672c\u201d\uff0c\u800c\u975e\u8bbe\u8ba1\u6d41\u7a0b\u7684\u7ec8\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u6807\u8bed\u4e2d\u7684\u201cAgent\u201d\u4e00\u8bcd\u6697\u793a\u4e86\u66f4\u5927\u7684\u91ce\u5fc3\uff0c\u4f46\u5f53\u524d\u7248\u672c\u66f4\u50cf\u4e00\u4e2a\u806a\u660e\u7684\u3001\u4e00\u6b21\u6027\u7684\u6837\u5f0f\u6d82\u62b9\u5668\u3002\u5b83\u7684\u957f\u8fdc\u6311\u6218\u5728\u4e8e\uff0c\u80fd\u5426\u4ece\u201c\u4fee\u6539\u89c6\u89c9\u8868\u73b0\u201d\u8fdb\u5316\u5230\u201c\u7406\u89e3\u5e76\u91cd\u6784\u7ec4\u4ef6\u903b\u8f91\u201d\uff0c\u4ece\u800c\u5728\u7075\u6d3b\u6027\u4e0e\u5de5\u7a0b\u5316\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u6c38\u8fdc\u505c\u7559\u5728\u201c\u4ee4\u4eba\u60ca\u53f9\u7684\u73a9\u5177\u201d\u8303\u7574\uff0c\u65e0\u6cd5\u6df1\u5165\u6838\u5fc3\u5de5\u4f5c\u6d41\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\">VibeCSS<\/span>\n <\/div>\n<div class=\"comment-content\">The fastest way to prototype and experiment with web design directly on live pages. Select any element, describe what you want in plain language, and watch AI instantly apply CSS changes. No code required. No dev tools needed. Just pure creative flow.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is amazing. Congrats on the launch!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Product Hunt,<\/p>\n<\/p>\n<p>I’m Mr Violets. I love building developer tools that solve the specific frustrations that I face daily. Today I\u2019m excited to share my latest project: <strong>VibeCSS<\/strong>.<\/p>\n<\/p>\n<p>We\u2019ve all spent way too much time trying to prototype inside Chrome’s “Inspect Element,” manually toggling CSS checkboxes and guessing pixel values just to see if an idea works. I built VibeCSS to replace that friction with an intelligent assistant that actually understands the page. VibeCSS is perfect for designers and developers who want to rapidly prototype ideas or new UI on live sites instantly.<\/p>\n<\/p>\n<p>Instead of static mockups, Vibes lets you iterate on the actual DOM. Want to test a new design style, swap a color, or generate new copy? You can do it in seconds, directly in the browser.<\/p>\n<\/p>\n<p><em>Under the hood, it runs on a custom Atomic State Engine that handles specificity and conflicts automatically. Meaning you can prototype freely without accidentally breaking the rest of the layout.<\/em><\/p>\n<\/p>\n<p><strong>Features<\/strong>:<\/p>\n<ul>\n<li>\n<p><strong>Pure Vibes<\/strong>: Select any element, describe what you want in plain language, and watch AI instantly apply CSS changes. No code required. No dev tools needed. Just pure creative flow.<\/p>\n<\/li>\n<li>\n<p><strong>Context-Aware<\/strong>: It knows your site’s purpose, color palette, typography, and more so new elements look like they belong there.<\/p>\n<\/li>\n<li>\n<p><strong>Smart Refactoring<\/strong>: It can rewrite copy, swap icons, and restructure HTML.<\/p>\n<\/li>\n<\/ul>\n<p>I\u2019d be over the moon to hear your feedback, bug reports, or wild feature ideas.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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! Turning Inspect Element\u2013style tinkering into an AI-powered prototyping tool feels like a dream for anyone who iterates directly in the browser. What\u2019s the most surprising change you\u2019ve seen VibeCSS handle well?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi! Can I save new page state? For example: I use some extention to change my jira board \ud83d\ude01 (or other websites) permanently. I write custom css for some pages and saving. Would be cool if I could save changes for page.<\/div>\n<div class=\"comment-actions\">\n<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\/@vadim_archugov\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vadim_archugov<\/a> Thanks for your question! Saving page state isn’t currently supported, and it’s not on the roadmap right now. The AI often modifies HTML to fulfil requests, which can cause issues like event handlers becoming detached. For now, the tool focuses on prototyping visual changes rather than permanent modifications.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/ZF5NIB5DPEKUPK\" class=\"app-title\">Buildstash<\/a><\/p>\n<div class=\"one-liner\">Organize, share, and distribute your software binaries<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">110<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Buildstash\u662f\u4e00\u4e2a\u8f6f\u4ef6\u4e8c\u8fdb\u5236\u6587\u4ef6\u7ba1\u7406\u5e73\u53f0\uff0c\u5e2e\u52a9\u5f00\u53d1\u56e2\u961f\u5728\u79fb\u52a8\u5e94\u7528\u3001\u6e38\u620f\u3001\u5d4c\u5165\u5f0f\u7cfb\u7edf\u7b49\u591a\u5e73\u53f0\u5f00\u53d1\u573a\u666f\u4e2d\uff0c\u89e3\u51b3\u6784\u5efa\u4ea7\u7269\u6742\u4e71\u5b58\u50a8\u3001\u96be\u4ee5\u5b89\u5168\u5171\u4eab\u548c\u5206\u53d1\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\/dd78aee9-aa85-4ff9-9bc2-7156f6bf3d54.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ce102d63-bede-4d5c-800b-a68a2ca511a2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/21f0006b-0a58-46ff-a214-0f6b2247bff5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/750472d0-9c86-4452-b2a6-2f4b97dc1fcc.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b17c5ee8-f728-4736-a3a7-04d68a6b6a00.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bfb8e951-4bf7-435d-a28f-aa15e52dad41.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\/f1a3c29a-e21e-43f3-9c09-b272ef9390bd.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=t4Fr6M_vIIc\"><source src=\"https:\/\/www.youtube.com\/watch?v=t4Fr6M_vIIc\" 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\">Software Engineering<\/span><br \/>\n <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">Development<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u8f6f\u4ef6\u6784\u5efa\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u4e8c\u8fdb\u5236\u6587\u4ef6\u6258\u7ba1<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u7248\u672c\u5206\u53d1<\/span><br \/>\n <span class=\"tag\">\u5185\u6d4b\u5206\u53d1<\/span><br \/>\n <span class=\"tag\">\u6e38\u620f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u79fb\u52a8\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u5d4c\u5165\u5f0f\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u56e2\u961f\u534f\u4f5c<\/span><br \/>\n <span class=\"tag\">CI\/CD\u6269\u5c55<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u6e90\u4e8e\u56e2\u961f\u7ba1\u7406\u4e8c\u8fdb\u5236\u6587\u4ef6\u7684\u771f\u5b9e\u75db\u70b9\uff0c\u73b0\u6709\u5de5\u5177\u591a\u805a\u7126\u5305\u7ba1\u7406\uff0c\u800cBuildstash\u586b\u8865\u4e86\u901a\u7528\u4e8c\u8fdb\u5236\u6587\u4ef6\u7ba1\u7406\u7684\u7a7a\u767d\u3002\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u5176\u65b9\u5411\u6b63\u786e\uff0c\u5c24\u5176\u8d5e\u8d4f\u201c\u95e8\u6237\u201d\u529f\u80fd\u80fd\u89e3\u51b3\u591a\u6784\u5efa\u76ee\u6807\u56e2\u961f\u7684\u534f\u540c\u95ee\u9898\uff0c\u5e76\u8be2\u95ee\u4e86\u521d\u671f\u7528\u6237\u7684\u4f7f\u7528\u6a21\u5f0f\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Buildstash\u7784\u51c6\u7684\u662f\u4e00\u4e2a\u88ab\u4e3b\u6d41\u201cDevOps\u201d\u53d9\u4e8b\u957f\u671f\u5ffd\u7565\u7684\u7070\u8272\u5730\u5e26\uff1a\u975e\u6807\u51c6\u5316\u90e8\u7f72\u7684\u4e8c\u8fdb\u5236\u4ea7\u7269\u7ba1\u7406\u3002\u5b83\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u98a0\u8986\uff0c\u800c\u5728\u4e8e\u573a\u666f\u5316\u6d1e\u5bdf\u3002\u5f53\u4e1a\u754c\u75f4\u8ff7\u4e8e\u5bb9\u5668\u5316\u548c\u4e91\u539f\u751f\u65f6\uff0c\u5927\u91cf\u6e38\u620f\u3001\u5d4c\u5165\u5f0f\u3001\u5ba2\u6237\u7aef\u8f6f\u4ef6\u7684\u5f00\u53d1\u56e2\u961f\u4ecd\u5728\u7528\u7f51\u76d8\u3001\u5171\u4eab\u6587\u4ef6\u5939\u751a\u81f3FTP\u6765\u4f20\u9012\u52a8\u8f84\u6570\u5341GB\u7684\u6784\u5efa\u5305\uff0c\u7248\u672c\u6df7\u4e71\u3001\u5206\u53d1\u4f4e\u6548\u3001\u5b89\u5168\u5b58\u7591\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0eJFrog\u3001GitHub Packages\u7b49\u5de8\u5934\u7684\u6b63\u9762\u7ade\u4e89\uff0c\u5b83\u4eec\u672c\u8d28\u662f\u201c\u4ed3\u5e93\u201d\uff0c\u670d\u52a1\u4e8e\u4f9d\u8d56\u7ba1\u7406\u548c\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u3002\u800cBuildstash\u66f4\u504f\u5411\u4e8e\u201c\u5206\u53d1\u4e2d\u67a2\u201d\u548c\u201c\u5c55\u793a\u95e8\u6237\u201d\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u6d41\u662f\u201c\u7ba1\u7406 -> \u5171\u4eab -> \u5c55\u793a\u201d\u3002\u65b0\u63a8\u51fa\u7684\u201c\u95e8\u6237\u201d\u529f\u80fd\u662f\u70b9\u775b\u4e4b\u7b14\uff0c\u5b83\u5c06\u5185\u90e8\u6784\u5efa\u6d41\u7a0b\u4e0e\u5916\u90e8\u53cd\u9988\uff08\u6d4b\u8bd5\u8005\u3001\u7528\u6237\uff09\u4e43\u81f3\u54c1\u724c\u5c55\u793a\uff08\u5d4c\u5165\u5b98\u7f51\uff09\u65e0\u7f1d\u8fde\u63a5\uff0c\u628a\u67af\u71e5\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u53d8\u6210\u4e86\u53ef\u4ea4\u4e92\u7684\u53d1\u5e03\u8282\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u5e02\u573a\u6559\u80b2\u6210\u672c\u9ad8\uff1a\u9700\u8981\u8ba9\u56e2\u961f\u610f\u8bc6\u5230\u201c\u4e8c\u8fdb\u5236\u7ba1\u7406\u201d\u672c\u8eab\u662f\u4e00\u4e2a\u503c\u5f97\u4ed8\u8d39\u7684\u4e13\u4e1a\u95ee\u9898\u3002\u5176\u6b21\uff0c\u573a\u666f\u867d\u5206\u6563\u4f46\u6bcf\u4e2a\u5782\u76f4\u9886\u57df\uff08\u5982\u6e38\u620f\u53d1\u884c\uff09\u90fd\u6709\u6f5c\u5728\u7684\u5f3a\u5927\u4e13\u4e1a\u5de5\u5177\u7ade\u4e89\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u53ef\u80fd\u53d7\u5236\u4e8e\u5927\u6587\u4ef6\u5b58\u50a8\u548c\u4f20\u8f93\u7684\u7269\u7406\u6210\u672c\uff0c\u5982\u4f55\u5e73\u8861\u514d\u8d39\u4f53\u9a8c\u4e0e\u76c8\u5229\u5c06\u662f\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5b83\u80fd\u5426\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u4ece\u201c\u597d\u7528\u7684\u5171\u4eab\u5de5\u5177\u201d\u6df1\u5316\u4e3a\u201c\u6784\u5efa\u5206\u53d1\u6d41\u7a0b\u4e2d\u4e0d\u53ef\u7ed5\u8fc7\u7684\u534f\u4f5c\u5e73\u53f0\u201d\uff0c\u5e76\u5efa\u7acb\u8d77\u56f4\u7ed5\u4e8c\u8fdb\u5236\u6587\u4ef6\u7684\u8f7b\u91cf\u7ea7\u5de5\u4f5c\u6d41\u751f\u6001\u3002\u76ee\u524d\u770b\u6765\uff0c\u5b83\u627e\u5230\u4e86\u4e00\u4e2a\u771f\u5b9e\u7684\u7f1d\u9699\uff0c\u4f46\u7f1d\u91cc\u80fd\u957f\u51fa\u591a\u5927\u7684\u751f\u610f\uff0c\u4ecd\u9700\u89c2\u5bdf\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\">Buildstash<\/span>\n <\/div>\n<div class=\"comment-content\">Store and organize software binaries for any platform, with super accessible binary management which connects with the tools you already use. Whether you’re working on mobile or desktop apps, games, or embedded – use Buildstash to share binaries securely with your team or with testers, guide builds through custom workflows, and distribute to users.<\/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\ud83d\udc4b<\/p>\n<\/p>\n<p>Excited to share Buildstash with you today. Buildstash is a platform for managing and sharing software binaries.<\/p>\n<\/p>\n<p>I’ve worked across games development, mobile apps, and client work myself – and every team I worked on had no good system for managing binaries. Often just dumped in a shared folder (if someone remembers!)<\/p>\n<\/p>\n<p>Existing tools out there for managing “build artifacts” are really focused mainly on package repository management. But miss all the other types of software not being deployed that way.<\/p>\n<\/p>\n<p>That’s the gap we seen for Buildstash. It’s for organizing and distributing software binaries targeting all platforms, however they’re deployed.<\/p>\n<\/p>\n<p>For mobile apps\ud83d\udcf1, it’ll handle integrated beta distribution. For games\ud83c\udfae, it has no problem with massive binaries targeting PC, consoles, or XR. Embedded\ud83e\udd16 teams who are keeping track of binaries across firmware, apps, and tools are also a perfect fit.<\/p>\n<\/p>\n<p>We just launched open sign up, and have been launching another major feature every day this week –<\/p>\n<p>Today we just launched \u2728Portals\u2728 – custom branded spaces where you can share build streams and releases, and even host on your website.<\/p>\n<\/p>\n<p>Please share any feedback, I’d love to hear it! Thanks \ud83d\ude06<\/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\/@r0bbie\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@r0bbie<\/a> Really appreciate the direction you’re taking with Buildstash especially the Portals feature. It solves a real gap for teams juggling multiple build targets. Looking forward to testing 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>Nice launch! \ud83d\udc4f Managing builds and releases in one place seems super practical, especially for game teams with lots of big files.<\/p>\n<p>Do you find people mostly use it solo or with teams\/testers right away?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joydeep_pandey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joydeep_pandey<\/a> Thanks!<\/p>\n<\/p>\n<p>We mostly have teams onboard at the moment, anywhere from 3-4 people, to much larger (game studios, companies split across locations needing to share binaries, etc)<\/p>\n<\/p>\n<p>It can definitely be used solo though! A solo app developer might use Buildstash to properly track and version all their builds, what’s been deployed to stores, etc. And of course they could also use it to distribute to testers, or even share binaries\/releases direct on their website with the ready-made portal.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/2NBTVKNOIOHHQM\" class=\"app-title\">Cruise Pirate<\/a><\/p>\n<div class=\"one-liner\">The first AI native travel agency that sells cruises<\/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>Cruise Pirate\u662f\u4e00\u6b3e\u5168\u6808\u5f0fAI\u65c5\u884c\u793e\uff0c\u901a\u8fc7AI\u9a71\u52a8\u7684\u641c\u7d22\u548c\u7b80\u6d01\u7684\u9884\u8ba2\u754c\u9762\uff0c\u5728\u7528\u6237\u81ea\u52a9\u89c4\u5212\u590d\u6742\u90ae\u8f6e\u884c\u7a0b\u7684\u573a\u666f\u4e0b\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u90ae\u8f6e\u9884\u8ba2\u9ad8\u5ea6\u4f9d\u8d56\u4eba\u5de5\u3001\u6d41\u7a0b\u7e41\u7410\u7684\u75db\u70b9\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84352e27-a284-49c6-ab1f-bc14bc628107.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9bc3c5b3-aca5-46fd-be7a-88c01ce740e3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c9a49c76-2343-45dd-b0b1-58e35a88cef1.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\">Travel<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">Vacation<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u65c5\u884c\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u90ae\u8f6e\u9884\u8ba2<\/span><br \/>\n <span class=\"tag\">\u5728\u7ebf\u65c5\u6e38<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u4eba\u5de5\u667a\u80fd<\/span><br \/>\n <span class=\"tag\">\u65c5\u6e38\u79d1\u6280<\/span><br \/>\n <span class=\"tag\">\u76f4\u63a5\u9884\u8ba2<\/span><br \/>\n <span class=\"tag\">\u6d88\u8d39\u7ea7\u5e94\u7528<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u5448\u73b0\u4e24\u6781\u5206\u5316\u3002\u4e00\u6761\u8bc4\u8bba\u6307\u51fa\u4ea7\u54c1\u5b58\u5728\u4e25\u91cd\u6280\u672f\u7f3a\u9677\uff0c\u5982\u5d29\u6e83\u3001\u62a5\u9519\u548c\u7b5b\u9009\u5668\u5361\u6b7b\uff0c\u5bfc\u81f4\u51e0\u4e4e\u65e0\u6cd5\u4f7f\u7528\u3002\u53e6\u4e00\u6761\u5219\u8d5e\u8d4f\u5176\u6982\u5ff5\uff0c\u8ba4\u4e3a\u5c06\u65c5\u884c\u89c4\u5212\u53d8\u5f97\u6709\u8da3\u4e14\u5b9e\u7528\u662f\u660e\u667a\u4e4b\u4e3e\uff0c\u5e76\u8be2\u95ee\u4e86\u7528\u6237\u504f\u597d\uff08\u63a8\u8350\u884c\u7a0b vs. \u521b\u610f\u63d0\u95ee\uff09\u3002\u8fd8\u6709\u4e00\u6761\u8be2\u95ee\u4e86\u670d\u52a1\u7684\u5730\u533a\u9650\u5236\u95ee\u9898\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n Cruise Pirate\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u4f20\u7edf\u5374\u6709\u5229\u53ef\u56fe\u7684\u7ec6\u5206\u5e02\u573a\u2014\u2014\u90ae\u8f6e\u9884\u8ba2\u3002\u5176\u5ba3\u79f0\u201c70%\u7684\u90ae\u8f6e\u4ecd\u901a\u8fc7\u4eba\u5de5\u4ee3\u7406\u9500\u552e\u201d\uff0c\u8fd9\u65e2\u662f\u5176\u5b58\u5728\u7684\u7406\u7531\uff0c\u4e5f\u6070\u6070\u63ed\u793a\u4e86\u5176\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\uff1a\u90ae\u8f6e\u4ea7\u54c1\u590d\u6742\u5ea6\u9ad8\u3001\u6761\u6b3e\u5197\u957f\u3001\u4e2a\u6027\u5316\u54a8\u8be2\u9700\u6c42\u5f3a\uff0c\u8fd9\u4e9b\u66fe\u662f\u4eba\u5de5\u4ee3\u7406\u4e0d\u53ef\u66ff\u4ee3\u7684\u4ef7\u503c\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ece\u65e9\u671f\u8bc4\u8bba\u770b\uff0c\u4ea7\u54c1\u906d\u9047\u4e86\u6700\u81f4\u547d\u7684\u201c\u521d\u4ee3\u673a\u9677\u9631\u201d\uff1a\u57fa\u7840\u4f53\u9a8c\u5d29\u584c\u3002\u5f53\u7528\u6237\u906d\u9047\u9891\u7e41\u5d29\u6e83\u548c\u529f\u80fd\u51bb\u7ed3\u65f6\uff0c\u4efb\u4f55\u5173\u4e8eAI\u667a\u80fd\u3001\u4f53\u9a8c\u6d41\u7545\u7684\u627f\u8bfa\u90fd\u77ac\u95f4\u5f52\u96f6\u3002\u8fd9\u66b4\u9732\u4e86\u56e2\u961f\u53ef\u80fd\u8fc7\u4e8e\u805a\u7126\u201cAI\u201d\u6982\u5ff5\uff0c\u800c\u4f4e\u4f30\u4e86\u4f5c\u4e3a\u4e00\u4e2a\u201c\u5168\u6808\u201d\u65c5\u6e38\u9884\u8ba2\u5e73\u53f0\u6240\u5fc5\u9700\u7684\u5de5\u7a0b\u7a33\u5b9a\u6027\u548c\u6570\u636e\u5b8c\u6574\u6027\uff0c\u8fd9\u662f\u4ece0\u52301\u9636\u6bb5\u6700\u5371\u9669\u7684\u8bef\u533a\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\uff0c\u4e0d\u5e94\u662f\u7b80\u5355\u5730\u7528\u81ea\u52a8\u5316\u53d6\u4ee3\u4eba\u5de5\uff0c\u800c\u5728\u4e8e\u5229\u7528AI\u9ad8\u6548\u5904\u7406\u90ae\u8f6e\u884c\u7a0b\u7684\u590d\u6742\u6027\uff08\u5982\u8239\u8231\u9009\u62e9\u3001\u6e2f\u53e3\u505c\u9760\u3001\u5957\u9910\u7ec4\u5408\uff09\uff0c\u5c06\u4eba\u5de5\u4ee3\u7406\u7684\u4e13\u4e1a\u77e5\u8bc6\u4ea7\u54c1\u5316\u3001\u6807\u51c6\u5316\uff0c\u5e76\u901a\u8fc7\u6e05\u6670\u7684UI\u5448\u73b0\u7ed9\u7ec8\u7aef\u6d88\u8d39\u8005\uff0c\u5b9e\u73b0\u89c4\u6a21\u4e0e\u4f53\u9a8c\u7684\u5e73\u8861\u3002\u4f46\u76ee\u524d\uff0c\u5b83\u5fc5\u987b\u9996\u5148\u8bc1\u660e\u81ea\u5df1\u662f\u4e00\u4e2a\u201c\u53ef\u7528\u7684\u5de5\u5177\u201d\uff0c\u5176\u6b21\u624d\u80fd\u6210\u4e3a\u4e00\u4e2a\u201c\u806a\u660e\u7684\u4ee3\u7406\u201d\u3002\u5728\u5728\u7ebf\u65c5\u6e38OTA\u5de8\u5934\u73af\u4f3a\u7684\u5f53\u4e0b\uff0c\u82e5\u4e0d\u80fd\u5feb\u901f\u89e3\u51b3\u57fa\u7840\u7a33\u5b9a\u6027\u95ee\u9898\u5e76\u5efa\u7acb\u8d77\u72ec\u7279\u7684\u4f9b\u5e94\u94fe\u6216\u6570\u636e\u4f18\u52bf\uff0c\u4ec5\u51ed\u201cAI\u539f\u751f\u201d\u7684\u6807\u7b7e\uff0c\u5f88\u96be\u5728\u91cd\u670d\u52a1\u3001\u91cd\u4fe1\u4efb\u7684\u90ae\u8f6e\u8d5b\u9053\u6495\u5f00\u7f3a\u53e3\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\">Cruise Pirate<\/span>\n <\/div>\n<div class=\"comment-content\">Cruise Pirate is a full stack AI travel agency. Today, 70% of all cruises are still sold through human travel agents. Cruise Pirate AI powered search and clean checkout UI aims to make it easier for the end consumer to directly book their cruise.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Site is practically unusable. Crashes, error messages, filters that freeze. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This can be purchased in any country and they ship it or it is geo-location restricted?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Really like the concept here. \ud83d\udc4f<br \/>Turning travel help into something playful but useful feels smart, especially when planning gets overwhelming.<\/p>\n<p>Quick question: do you find people use more <em>suggested itineraries<\/em> or ask more creative, random questions about places?<\/p>\n<p>Upvoted!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/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\/FIQ5LKMFP64RHZ\" class=\"app-title\">LoadFast<\/a><\/p>\n<div class=\"one-liner\">A text Expander for Mac – type 3 keys, expand 300 words<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">91<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LoadFast\u662f\u4e00\u6b3eMac\u7cfb\u7edf\u7ea7\u6587\u672c\u6269\u5c55\u5de5\u5177\uff0c\u7528\u6237\u901a\u8fc7\u8f93\u5165\u7b80\u77ed\u5feb\u6377\u952e\u5373\u53ef\u5728\u4efb\u610f\u5e94\u7528\u5185\u77ac\u95f4\u66ff\u6362\u4e3a\u9884\u8bbe\u7684\u957f\u6587\u672c\u6bb5\u843d\uff0c\u89e3\u51b3\u4e86\u8de8\u5e94\u7528\u91cd\u590d\u8f93\u5165\u7684\u9ad8\u9891\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\/ddae19bf-9362-4b90-9d13-47d364dcac9e.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/82a8e9f5e37141c18de469091611c2f8\"><source src=\"https:\/\/www.loom.com\/share\/82a8e9f5e37141c18de469091611c2f8\" 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\/a686b3dc-6f8b-47b0-866d-27f05384a83b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/38e7c17d-e826-409b-a697-0867fa523349.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/08b04d8a-5c6a-4491-a762-ec7d0bd44e78.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Mac<\/span><br \/>\n <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Tech<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u6587\u672c\u6269\u5c55\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">Mac\u6548\u7387\u8f6f\u4ef6<\/span><br \/>\n <span class=\"tag\">\u5feb\u6377\u952e\u8f93\u5165<\/span><br \/>\n <span class=\"tag\">\u8de8\u5e94\u7528\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u4e00\u6b21\u6027\u4ed8\u8d39<\/span><br \/>\n <span class=\"tag\">\u4ee3\u7801\u7247\u6bb5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55\u540c\u6b65<\/span><br \/>\n <span class=\"tag\">\u65e0\u8ba2\u9605\u5236<\/span><br \/>\n <span class=\"tag\">\u7cfb\u7edf\u7ea7\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\u5173\u6ce8\u70b9\u96c6\u4e2d\u5728\uff1a1. \u4e0e\u7ade\u54c1\uff08\u5982TextBlaze\u3001TextExpander\uff09\u7684\u529f\u80fd\u5bf9\u6bd4\uff0c\u8be2\u95ee\u5360\u4f4d\u7b26\u3001\u5149\u6807\u8df3\u8f6c\u3001\u65e5\u671f\u6233\u7b49\u9ad8\u7ea7\u529f\u80fd\uff1b2. \u6570\u636e\u8fc1\u79fb\u548c\u957f\u671f\u8fd0\u8425\u53ef\u9760\u6027\uff1b3. \u5bf9\u4e00\u6b21\u6027\u4ed8\u8d39\u6a21\u5f0f\u7684\u80af\u5b9a\u4e0e\u5bf9\u201c\u7ec8\u8eab\u201d\u6388\u6743\u7684\u7591\u8651\uff1b4. \u5177\u4f53\u573a\u666f\u5e94\u7528\u5982LinkedIn\u4e2a\u6027\u5316\u6d88\u606f\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 LoadFast\u5207\u5165\u4e86\u4e00\u4e2a\u53e4\u8001\u4f46\u672a\u88ab\u5b8c\u7f8e\u89e3\u51b3\u7684\u5e02\u573a\uff1a\u7cfb\u7edf\u7ea7\u6587\u672c\u6269\u5c55\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u7a81\u7834\uff0c\u800c\u662f\u7cbe\u51c6\u7684\u4ea7\u54c1\u5b9a\u4f4d\u4e0e\u5546\u4e1a\u6a21\u5f0f\u7ec4\u5408\u62f3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u4ea7\u54c1\u5c42\u9762\u770b\uff0c\u201c\u7cfb\u7edf\u7ea7\u201d\u662f\u5176\u6838\u5fc3\u58c1\u5792\u3002\u5b83\u7784\u51c6\u4e86\u8de8\u5e94\u7528\u5de5\u4f5c\u6d41\u7684\u65ad\u88c2\u70b9\u2014\u2014\u7528\u6237\u4e0d\u5f97\u4e0d\u5728\u4e0d\u540c\u5de5\u5177\uff08\u5982\u90ae\u4ef6\u3001IDE\u3001\u804a\u5929\u8f6f\u4ef6\uff09\u4e2d\u91cd\u590d\u914d\u7f6e\u6216\u5207\u6362\u5de5\u5177\u3002\u5c06Chrome\u6269\u5c55\u573a\u666f\u65e0\u7f1d\u5ef6\u4f38\u81f3\u6574\u4e2a\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u8f93\u5165\u81ea\u7531\u3002\u7136\u800c\uff0c\u8bc4\u8bba\u4e2d\u66b4\u9732\u7684\u77ed\u677f\u4e5f\u5f88\u660e\u663e\uff1a\u4e0e\u6210\u719f\u7ade\u54c1\u76f8\u6bd4\uff0c\u5176\u9ad8\u7ea7\u529f\u80fd\uff08\u5982\u52a8\u6001\u53d8\u91cf\u3001\u6761\u4ef6\u903b\u8f91\uff09\u662f\u5426\u5b8c\u5907\u5b58\u7591\u3002\u8fd9\u4f7f\u5176\u5728\u521d\u671f\u66f4\u5438\u5f15\u8f7b\u5ea6\u7528\u6237\u6216\u5bf9\u8ba2\u9605\u5236\u6df1\u6076\u75db\u7edd\u7684\u4eba\u7fa4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5546\u4e1a\u6a21\u5f0f\u662f\u66f4\u7280\u5229\u7684\u6b66\u5668\u3002\u201c\u7ec8\u8eab\u6388\u6743\u201d\u5728SaaS\u8ba2\u9605\u5236\u6cdb\u6ee5\u7684\u5f53\u4e0b\uff0c\u6784\u6210\u4e86\u5f3a\u5927\u7684\u9006\u5411\u8425\u9500\u3002$50\u7684\u5165\u95e8\u5b9a\u4ef7\uff0c\u76f4\u63a5\u523a\u75db\u4e86\u90a3\u4e9b\u75b2\u4e8e\u7eed\u8d39\u3001\u53c8\u65e0\u9700\u590d\u6742\u529f\u80fd\u7684\u5b9e\u7528\u4e3b\u4e49\u8005\u3002\u4f46\u8fd9\u628a\u53cc\u5203\u5251\u4e5f\u5f15\u53d1\u4e86\u5173\u4e8e\u53ef\u6301\u7eed\u6027\u7684\u7075\u9b42\u62f7\u95ee\uff1a\u516c\u53f8\u5982\u4f55\u4fdd\u969c\u957f\u671f\u66f4\u65b0\u4e0e\u751f\u5b58\uff1f\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u4fe1\u4efb\u9884\u552e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u5176\u6df1\u5c42\u6311\u6218\u5728\u4e8e\uff1a\u6587\u672c\u6269\u5c55\u5de5\u5177\u5df2\u8d8b\u8fd1\u4e8e\u201c\u529f\u80fd\u5546\u54c1\u5316\u201d\u3002\u771f\u6b63\u7684\u7ade\u4e89\u5df2\u4e0d\u5728\u57fa\u7840\u6269\u5c55\uff0c\u800c\u5728\u4e8e\u751f\u6001\u96c6\u6210\uff08\u5982\u6df1\u5ea6\u63a5\u5165AI\u81ea\u52a8\u751f\u6210\u7247\u6bb5\uff09\u3001\u667a\u80fd\u60c5\u666f\u611f\u77e5\uff08\u6839\u636e\u4e0a\u4e0b\u6587\u63a8\u8350\u7247\u6bb5\uff09\u4ee5\u53ca\u56e2\u961f\u534f\u4f5c\u80fd\u529b\u3002LoadFast\u82e5\u6b62\u6b65\u4e8e\u505a\u4e00\u4e2a\u66f4\u4fbf\u5b9c\u3001\u66f4\u901a\u7528\u7684\u201c\u6587\u672c\u66ff\u6362\u5668\u201d\uff0c\u5176\u751f\u547d\u5468\u671f\u53ef\u80fd\u4f34\u968f\u4ef7\u683c\u4f18\u52bf\u6d88\u5931\u800c\u8fc5\u901f\u8870\u51cf\u3002\u5b83\u9700\u8981\u8bc1\u660e\uff0c\u81ea\u5df1\u4e0d\u662f\u53c8\u4e00\u4e2a\u529f\u80fd\u6709\u9650\u7684\u5ec9\u4ef7\u66ff\u4ee3\u54c1\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u91cd\u65b0\u5b9a\u4e49\u201c\u8f93\u5165\u201d\u4f53\u9a8c\u7684\u65b0\u8d77\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\">LoadFast<\/span>\n <\/div>\n<div class=\"comment-content\">System-wide text expansion for Mac. Type a shortcut, expand into paragraphs instantly. Works in every app, including emails, Slack, Notion, VS Code, Terminal, Ghostty, ChatGPT, and Arc. Syncs with Chrome extension and web app. \ud83c\udf81 PH Special: $50 lifetime (intro price, going up to $197). No subscriptions ever.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b<\/p>\n<p>I’m Vidur, and I’m excited to bring LoadFast to Mac!<\/p>\n<p>The backstory: A few months ago, I launched LoadFast as a Chrome extension here on PH. The response was incredible – but I kept hearing the same request: “When can I use this EVERYWHERE on my Mac?”<\/p>\n<p>Today, that’s finally possible.<\/p>\n<p>What LoadFast for Mac does:<br \/>\n – Type a short trigger (like `\/email`) \u2192 instantly expand into full paragraphs<br \/>\n – Works system-wide: emails, Slack, Notion, VS Code, literally anywhere you type<br \/>\n – Real-time sync with your Chrome extension snippets<br \/>\n – Unlimited snippets, organized with categories & favorites<br \/>\n – Lightning-fast search to find any snippet in seconds<\/p>\n<p>Why I built this:<br \/>\nI was wasting 1+ hour daily typing the same responses, addresses, and code snippets. LoadFast has saved me 250+ hours this year alone. Now it works everywhere.<\/p>\n<p>Special for the PH community:<br \/>\nLifetime access for *$50* (introductory price\u2014going up to $197 soon). One payment, use forever. No subscriptions.<\/p>\n<p>I’ll be here all day answering questions. Would love to hear:<br \/>\n – What repetitive typing drives you crazy?<br \/>\n – Any features you’d love to see?<\/p>\n<p> Let’s chat!<\/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\/@vidur_saini\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@vidur_saini<\/a> Does it allow replacing names of users on LinkedIn? Example, if I am sending you a message on LinkedIn, it should allow me to auto-input your name. TextBlaze has this feature in their command packs. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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! Expanding snippets anywhere on Mac without switching tools sounds like such a time-saver. How easy is it to import existing snippets from other apps?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I currently use TextBlaze. I am planning to buy this. Are you sure it is lifetime and the company will operate at least for next 3 years? \ud83d\ude00<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks clean. I hop between Arc, VS Code, and Slack all day, so system-wide + Chrome sync is nice. Big win: no sub. Does it handle placeholders\/cursor jumps and date stamps? $50 lifetime is kinda tempting. Could replace my messy TextExpander 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is really great extension!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#13<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/TJJLJ5Y7TFYRQA\" class=\"app-title\">Mass Unfollow for X ( Twitter )<\/a><\/p>\n<div class=\"one-liner\">Unfollow inactive, spam, or unwanted X accounts in seconds<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">89<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u9ad8\u6548\u7684Chrome\u6269\u5c55\uff0c\u5e2e\u52a9X\uff08Twitter\uff09\u7528\u6237\u4e00\u952e\u6279\u91cf\u53d6\u5173\u975e\u6d3b\u8dc3\u3001\u5783\u573e\u6216\u65e0\u5173\u8d26\u6237\uff0c\u89e3\u51b3\u4fe1\u606f\u6d41\u6742\u4e71\u3001\u624b\u52a8\u6e05\u7406\u8017\u65f6\u8d39\u529b\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\/e9c98886-95b8-4b7e-b3f0-c282c4f10483.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7149a467-fe17-4273-b2c4-62e01138bf23.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/16daea57-123e-46b4-96eb-c47c1ad92575.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3c447d0a-cdf2-4323-a7fa-0590076b40e2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/83f84061-0523-4fbc-837b-ba2c94919a2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/edf38e75-4381-4027-ab1c-7e946d5939a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0aedd2a2-85f8-4343-b06b-626237c7ca3e.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\/0413efba-5891-4195-bb94-917907a84346.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/3cba8d6fc84a4584a8db669f4f7ae919\"><source src=\"https:\/\/www.loom.com\/share\/3cba8d6fc84a4584a8db669f4f7ae919\" 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\">Twitter<\/span><br \/>\n <span class=\"tag\">Social Media<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">X\/Twitter\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6279\u91cf\u53d6\u5173<\/span><br \/>\n <span class=\"tag\">\u7c89\u4e1d\u6e05\u7406<\/span><br \/>\n <span class=\"tag\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">\u8d26\u6237\u8fc7\u6ee4<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u521b\u4f5c\u8005\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u9690\u79c1\u5b89\u5168<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u63d2\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\u80af\u5b9a\u5de5\u5177\u8282\u7701\u65f6\u95f4\uff0c\u8be2\u95ee\u9ad8\u7ea7\u8fc7\u6ee4\u529f\u80fd\u3001\u9002\u7528\u4eba\u7fa4\u53caLinkedIn\u7248\u672c\u53ef\u80fd\u6027\u3002\u5f00\u53d1\u8005\u79ef\u6781\u56de\u5e94\uff0c\u8bf4\u660e\u652f\u6301\u4ece\u8f7b\u5ea6\u5230\u91cd\u5ea6\u7528\u6237\u7684\u6e05\u7406\u9700\u6c42\uff0c\u5e76\u900f\u9732\u5c06\u8003\u8651\u62d3\u5c55\u5e73\u53f0\u3002\u6709\u7528\u6237\u6307\u51fa\u843d\u5730\u9875\u76f4\u63a5\u8df3\u8f6c\u5b9a\u4ef7\u9875\uff0c\u5bfc\u81f4\u529f\u80fd\u4e0d\u900f\u660e\uff0c\u5f00\u53d1\u8005\u8be6\u7ec6\u89e3\u91ca\u4e86\u8fc7\u6ee4\u6a21\u5f0f\u3001\u5b89\u5168\u64cd\u4f5c\u9650\u901f\u53ca\u4e2a\u4eba\u54f2\u5b66\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n \u5728\u4fe1\u606f\u8fc7\u8f7d\u6210\u4e3a\u666e\u904d\u7126\u8651\u7684\u5f53\u4e0b\uff0c\u8fd9\u6b3e\u4ea7\u54c1\u770b\u4f3c\u89e3\u51b3\u4e86X\u5e73\u53f0\u4e0a\u4e00\u4e2a\u5177\u4f53\u800c\u5fae\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\u2014\u2014\u624b\u52a8\u6e05\u7406\u5173\u6ce8\u5217\u8868\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u5e76\u975e\u6280\u672f\u4e0a\u7684\u7a81\u7834\uff0c\u800c\u662f\u7cbe\u51c6\u6355\u6349\u5e76\u5546\u54c1\u5316\u4e86\u4e00\u79cd\u201c\u6570\u5b57\u6d01\u7656\u201d\u548c\u6548\u7387\u9700\u6c42\u3002\u5b83\u5c06\u7528\u6237\u9690\u6027\u7684\u65f6\u95f4\u6210\u672c\u4e0e\u70e6\u8e81\u60c5\u7eea\uff0c\u8f6c\u5316\u4e3a\u4e00\u4e2a\u660e\u786e\u7684\u4ed8\u8d39\u70b9\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u8bbe\u8ba1\u806a\u660e\u4e4b\u5904\u5728\u4e8e\uff1a1\uff09\u672c\u5730\u8fd0\u884c\u5f3a\u8c03\u9690\u79c1\uff0c\u5207\u4e2d\u5f53\u524d\u7528\u6237\u7684\u6570\u636e\u654f\u611f\u795e\u7ecf\uff1b2\uff09\u91c7\u7528\u201c\u514d\u8d39\u989d\u5ea6+\u4ed8\u8d39\u89e3\u9501\u201d\u7684\u6a21\u5f0f\uff0c\u65e2\u964d\u4f4e\u4e86\u5c1d\u9c9c\u95e8\u69db\uff0c\u53c8\u4ece\u6709\u5927\u91cf\u6e05\u7406\u9700\u6c42\u7684\u91cd\u5ea6\u7528\u6237\uff08\u5982\u521b\u4f5c\u8005\u3001\u521b\u4e1a\u8005\uff09\u8eab\u4e0a\u5b9e\u73b0\u53d8\u73b0\u3002\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u5173\u4e8e\u201c\u6a21\u4eff\u4eba\u5de5\u64cd\u4f5c\u8282\u594f\u4ee5\u907f\u514d\u5e73\u53f0\u98ce\u63a7\u201d\u7684\u56de\u590d\uff0c\u63ed\u793a\u4e86\u6b64\u7c7b\u5de5\u5177\u6e38\u8d70\u4e8e\u5e73\u53f0\u89c4\u5219\u8fb9\u7f18\u7684\u7070\u8272\u672c\u8d28\uff0c\u5176\u957f\u671f\u7a33\u5b9a\u6027\u4f9d\u8d56\u4e8eX\u5bf9\u81ea\u52a8\u5316\u884c\u4e3a\u76d1\u7ba1\u7684\u677e\u7d27\u7a0b\u5ea6\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u5728\u5929\u751f\u8106\u5f31\u6027\u3002\u9ad8\u5ea6\u4f9d\u8d56\u5355\u4e00\u7b2c\u4e09\u65b9\u5e73\u53f0\uff08X\uff09\uff0c\u5176\u529f\u80fd\u4e0e\u5b58\u5728\u5747\u53d7\u5236\u4e8e\u8be5\u5e73\u53f0\u7684API\u653f\u7b56\u4e0e\u6761\u6b3e\u53d8\u66f4\uff0c\u98ce\u9669\u96c6\u4e2d\u3002\u7528\u6237\u8be2\u95ee\u201cLinkedIn\u7248\u672c\u201d\u5219\u4fa7\u9762\u53cd\u6620\u4e86\u5e02\u573a\u9700\u6c42\u7684\u5206\u6563\u4e0e\u5de5\u5177\u672c\u8eab\u7684\u540c\u8d28\u5316\u6f5c\u529b\u2014\u2014\u5b83\u66f4\u50cf\u662f\u4e00\u4e2a\u53ef\u590d\u5236\u7684\u529f\u80fd\u811a\u672c\uff0c\u800c\u975e\u58c1\u5792\u6df1\u539a\u7684\u4ea7\u54c1\u3002\u5f00\u53d1\u8005\u63d0\u53ca\u7684\u4e1c\u65b9\u54f2\u5b66\uff0c\u867d\u6709\u52a9\u4e8e\u5851\u9020\u4eba\u683c\u5316\u54c1\u724c\uff0c\u4f46\u65e0\u6cd5\u63a9\u76d6\u5de5\u5177\u7c7b\u5e94\u7528\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\uff1a\u5982\u4f55\u4ece\u201c\u4e00\u6b21\u6027\u6e05\u7406\u5de5\u5177\u201d\u8f6c\u5411\u53ef\u6301\u7eed\u7684\u201c\u5173\u7cfb\u7ba1\u7406\u5e73\u53f0\u201d\uff0c\u6784\u5efa\u66f4\u6df1\u5c42\u7684\u7528\u6237\u7c98\u6027\u3002\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u4e2a\u6293\u4f4f\u65f6\u673a\u3001\u89e3\u51b3\u5f53\u4e0b\u75db\u70b9\u7684\u5b9e\u7528\u5de5\u5177\uff0c\u4f46\u7edd\u975e\u4e00\u95e8\u5177\u6709\u5f3a\u5927\u62a4\u57ce\u6cb3\u7684\u957f\u671f\u751f\u610f\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\">Mass Unfollow for X ( Twitter )<\/span>\n <\/div>\n<div class=\"comment-content\">Efficiently unfollow accounts on X (Twitter) with our powerful Chrome extension. Start with a free account or choose a plan that fits your needs. Built for creators, founders, and power users who want a clean feed without wasting hours manually unfollowing. Bulk Unfollow: Remove hundreds of accounts with 1 click. Smart Filters: Detect inactive, spam, bots, and low-engagement accounts. Privacy-Friendly: Runs locally inside your browser\u2014your data stays with you.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I built this because my X feed was unusable. If you try it today, let me know what features I should build next \u2014 I\u2019m shipping fast.<\/p>\n<p>Try a quick scan \u2014 most users find hundreds of accounts they forgot they were following.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>What are the advanced filtering options exactly? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@zerotox\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zerotox<\/a> <strong>Start Position and Prescrolling, what Filters would you like to see?<\/strong><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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, finally something that saves time on X!<\/p>\n<p>Quick question: when you built it, did you target power users who follow thousands or just casual folks who want a quick clean-up?<\/p>\n<p>Either way, this feels useful. \ud83d\udc4d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@joydeep_pandey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@joydeep_pandey<\/a> Targets both\u2014casual cleanups (free 100\/day) for forgotten follows, unlimited for power users with 1k+ (filters save hours). Quick scan often uncovers 200-500 ghosts.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 need this for linkedin \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@conduit_design\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@conduit_design<\/a> This seems doable, will add to the queue!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 been on X (Twitter) for around a decade, and over time I\u2019ve ended up following a lot of accounts whose timelines I don\u2019t really want to see anymore. <\/p>\n<\/p>\n<p>I\u2019ve recently started relying more on Lists, but I still want to clean things up further by removing inactive accounts, etc. <\/p>\n<\/p>\n<p>When I open your product, it goes straight to the pricing page, so I\u2019m not able to clearly see what it actually does. Could you clarify the features? Specifically:<\/p>\n<ul>\n<li>\n<p>Can it help me unfollow non-followers?<\/p>\n<\/li>\n<li>\n<p>Can it help me detect and unfollow inactive accounts?<\/p>\n<\/li>\n<li>\n<p>What filters can I use in general?<\/p>\n<\/li>\n<\/ul>\n<p>I\u2019m ready to buy as soon as I understand these points. <\/p>\n<\/p>\n<p>Since you work in this space, could you also share what you consider a safe daily limit for following and unfollowing on X to avoid any issues? <\/p>\n<\/p>\n<p>By the way, I noticed your profile picture shows you doing yoga. Do you follow any Eastern philosophies?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a> <\/p>\n<\/p>\n<p>Hey Rohan, thanks for the thoughtful questions\u2014love that you’re using Lists too, smart move for curation.<\/p>\n<\/p>\n<p>Mass Unfollow lands straight on \/following with “ALL” or “NOT FOLLOWING BACK” modes, so yes, it filters non-followers out easily (plus basic rate limiting). Advanced filters in paid plans include inactivity (last tweet thresholds), low follower count, keyword\/bio search, and whitelists for protects. Demo mode lets you scan without unfollowing.<\/p>\n<\/p>\n<p>Safe daily limit? No Limit for accounts over 10k. I went from 25k to 16k in a day or 2. But stick to 400 unfollows\/day spaced 30 unfollows followed by 1 1-minute wait to mimic manual behavior and dodge flags\u2014X prioritizes “natural” over bulk.\u200b<\/p>\n<\/p>\n<p>On yoga: Big into it (daily practice), draws from Advaita Vedanta\u2014non-dual awareness keeps the mind clear amid builds. What’s your philosophy angle?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/AAT5RXFKDYB3KR\" class=\"app-title\">Deskmark<\/a><\/p>\n<div class=\"one-liner\">Add watermark to desktop<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">80<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Deskmark\u662f\u4e00\u6b3emacOS\u539f\u751f\u5e94\u7528\uff0c\u5141\u8bb8\u7528\u6237\u5728\u684c\u9762\u53e0\u52a0\u6587\u5b57\u4e0e\u56fe\u6807\u6c34\u5370\uff0c\u4e3b\u8981\u89e3\u51b3\u89c6\u9891\u5f55\u5236\u65f6\u7248\u6743\u6807\u8bc6\u4e0eDLP\uff08\u6570\u636e\u9632\u6cc4\u6f0f\uff09\u5408\u89c4\u9700\u6c42\uff0c\u907f\u514d\u5c4f\u5e55\u5185\u5bb9\u88ab\u672a\u6388\u6743\u4f7f\u7528\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/8484e4a2-d4e9-4c20-883f-354d07330e86.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=cmie4jgkBkU\"><source src=\"https:\/\/www.youtube.com\/watch?v=cmie4jgkBkU\" 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\/8523da32-2da7-4814-8e9c-a51d9cbbac0e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6079655a-fcb3-450f-bef3-2ee1b776eff4.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\">Developer Tools<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">macOS\u5e94\u7528<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u6c34\u5370<\/span><br \/>\n <span class=\"tag\">\u5c4f\u5e55\u5f55\u5236<\/span><br \/>\n <span class=\"tag\">\u89c6\u9891\u5236\u4f5c<\/span><br \/>\n <span class=\"tag\">\u7248\u6743\u4fdd\u62a4<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u9632\u6cc4\u6f0f<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u684c\u9762\u7f8e\u5316<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u5b9a\u5236<\/span><br \/>\n <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u5176\u6ee1\u8db3\u89c6\u9891\u5f55\u5236\u4e0eDLP\u6c34\u5370\u9700\u6c42\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u5728\u671f\u5f85\u5b98\u65b9\u53d1\u5e03\uff0c\u4ee5\u53ca\u63d0\u51fa\u65b0\u7528\u6237\u5f15\u5bfc\uff08Onboarding\uff09\u4f53\u9a8c\u7684\u91cd\u8981\u6027\uff0c\u5efa\u8bae\u4f18\u5316\u9996\u6b21\u4f7f\u7528\u65f6\u7684\u4e0a\u624b\u6307\u5f15\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 Deskmark\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u72ed\u7a84\u4f46\u521a\u9700\u7684\u573a\u666f\uff1a\u4e3a\u684c\u9762\u5c4f\u5e55\u5185\u5bb9\u5b9e\u65f6\u53e0\u52a0\u53ef\u89c6\u5316\u6c34\u5370\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u201c\u4e66\u7b7e\u201d\u6216\u201c\u7f8e\u5316\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u4f20\u7edf\u7528\u4e8e\u56fe\u7247\u3001\u89c6\u9891\u7684\u201c\u540e\u5904\u7406\u6c34\u5370\u201d\u524d\u7f6e\u4e3a\u201c\u751f\u4ea7\u73af\u5883\u6c34\u5370\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u5173\u952e\u7684\u573a\u666f\u8fc1\u79fb\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u529f\u80fd\u770b\uff0c\u5b83\u89e3\u51b3\u4e86\u4e24\u4e2a\u6838\u5fc3\u75db\u70b9\uff1a\u4e00\u662f\u5185\u5bb9\u521b\u4f5c\u8005\uff08\u5982\u6559\u7a0b\u5f55\u5236\u8005\uff09\u5728\u5f55\u5236\u8fc7\u7a0b\u4e2d\u65e0\u9700\u540e\u671f\u5373\u53ef\u5d4c\u5165\u7248\u6743\u6807\u8bc6\uff0c\u63d0\u5347\u5de5\u4f5c\u6d41\u6548\u7387\uff1b\u4e8c\u662f\u4e3a\u4f01\u4e1a\u73af\u5883\u4e0b\u7684\u6570\u636e\u9632\u6cc4\u6f0f\uff08DLP\uff09\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u3001\u5e38\u9a7b\u684c\u9762\u7684\u89c6\u89c9\u8b66\u793a\u65b9\u6848\uff0c\u5f3a\u5316\u5b89\u5168\u5408\u89c4\u3002\u5176\u201c\u5e73\u94fa\u201d\u548c\u9ad8\u5ea6\u81ea\u5b9a\u4e49\u529f\u80fd\uff0c\u589e\u5f3a\u4e86\u6c34\u5370\u7684\u8986\u76d6\u6027\u548c\u9632\u53bb\u9664\u6027\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u7684\u5929\u82b1\u677f\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u573a\u666f\u8fc7\u4e8e\u5782\u76f4\uff0c\u7528\u6237\u7fa4\u4f53\u89c4\u6a21\u6709\u9650\u3002\u5176\u6b21\uff0c\u4f5c\u4e3a\u5e38\u9a7b\u684c\u9762\u7684\u5de5\u5177\uff0c\u5176\u7a33\u5b9a\u6027\u3001\u6027\u80fd\u5f00\u9500\uff08\u5c24\u5176\u662f\u5e73\u94fa\u590d\u6742\u6c34\u5370\u65f6\uff09\u53ca\u4e0e\u4e0d\u540cmacOS\u7248\u672c\u7684\u517c\u5bb9\u6027\u5c06\u662f\u957f\u671f\u6311\u6218\u3002\u6700\u540e\uff0c\u4ece\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201c\u5f15\u5bfc\u201d\u95ee\u9898\u53ef\u4ee5\u770b\u51fa\uff0c\u5de5\u5177\u867d\u5c0f\uff0c\u4f46\u82e5\u60f3\u4ece\u6781\u5ba2\u7528\u6237\u8d70\u5411\u66f4\u5927\u4f17\u7684\u521b\u4f5c\u8005\u6216\u4f01\u4e1aIT\u91c7\u8d2d\uff0c\u7528\u6237\u4f53\u9a8c\u7684\u6253\u78e8\u81f3\u5173\u91cd\u8981\uff0c\u5426\u5219\u6781\u6613\u88ab\u57cb\u6ca1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0cDeskmark\u662f\u4e00\u4e2a\u201c\u529f\u80fd\u70b9\u201d\u800c\u975e\u201c\u5e73\u53f0\u578b\u201d\u4ea7\u54c1\u3002\u5b83\u7684\u6210\u529f\u4e0d\u5728\u4e8e\u81ea\u8eab\u80fd\u957f\u591a\u5927\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u4ee5\u6781\u81f4\u8f7b\u4fbf\u3001\u7a33\u5b9a\u7684\u4f53\u9a8c\uff0c\u7262\u7262\u5360\u636e\u8fd9\u4e2a\u7ec6\u5206\u573a\u666f\u7684\u5934\u90e8\uff0c\u5e76\u53ef\u80fd\u6210\u4e3a\u5927\u578b\u6548\u7387\u5957\u4ef6\u6216\u5b89\u5168\u8f6f\u4ef6\u4e2d\u4e00\u4e2a\u88ab\u6536\u8d2d\u6574\u5408\u7684\u529f\u80fd\u6a21\u5757\u3002\u517680\u7684\u6295\u7968\u6570\u4e5f\u4fa7\u9762\u53cd\u6620\u4e86\u5e02\u573a\u70ed\u5ea6\u6709\u9650\uff0c\u5c5e\u4e8e\u5178\u578b\u7684\u201c\u5c0f\u800c\u7f8e\u201d\u5de5\u5177\u3002\u82e5\u56e2\u961f\u80fd\u6df1\u6316\u4f01\u4e1aDLP\u5408\u89c4\u573a\u666f\uff0c\u63d0\u4f9b\u96c6\u4e2d\u90e8\u7f72\u4e0e\u7ba1\u7406\u529f\u80fd\uff0c\u6216\u8bb8\u80fd\u6253\u5f00\u66f4\u5927\u7684B\u7aef\u5e02\u573a\u7a7a\u95f4\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\">Deskmark<\/span>\n <\/div>\n<div class=\"comment-content\">Deskmark is a native macOS app that lets you add text and icon watermarks to your desktop, making it easy to use while recording videos. You can tile image and text watermarks across the desktop and customize their angle, text size, icon, spacing, and text color for a personalized watermark setup.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">The new Deskmark app is officially released!<\/p>\n<p>It allows you to add text and icon watermarks to your desktop, making it great for recording videos and also fulfilling DLP watermark requirements.<\/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>Love the idea. Bookmarking is fine, but having something that <em>visually organizes<\/em> things feels way better.<\/p>\n<p>Quick question: how do you help new users figure out where to <em>start<\/em> when they first open the app? That onboarding moment always matters a ton.<\/p>\n<p>Looks great \ud83d\udc4c<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\">#15<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/UOQ2XRGUSYO6QW\" class=\"app-title\">Agent Starter Pack<\/a><\/p>\n<div class=\"one-liner\">Production Agents in Google Cloud in Minutes<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">79<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u80fd\u572860\u79d2\u5185\u5c06AI\u667a\u80fd\u4f53\u90e8\u7f72\u81f3Google Cloud\u7684\u751f\u4ea7\u7ea7\u6a21\u677f\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u56e2\u961f\u5728\u57fa\u7840\u8bbe\u65bd\u3001CI\/CD\u548c\u53ef\u89c2\u6d4b\u6027\u4e0a\u8017\u8d39\u6570\u5468\u800c\u975e\u4e13\u6ce8\u4e8eAgent\u903b\u8f91\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\/e6110638-718c-4628-a9a2-f71ddfc8e370.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/9zqwym-N3lg?si=r3NXAA5SPyGpGicr\"><source src=\"https:\/\/youtu.be\/9zqwym-N3lg?si=r3NXAA5SPyGpGicr\" 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\/15714299-ec1d-454e-ab95-49ba902efb11.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0a7b60a0-f74c-42a5-9366-4fb512b99988.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e90b280d-d78b-4e46-ab5b-d1d81c62b0ea.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Open Source<\/span><br \/>\n <span class=\"tag\">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\u90e8\u7f72<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u5c31\u7eea\u6a21\u677f<\/span><br \/>\n <span class=\"tag\">Google Cloud<\/span><br \/>\n <span class=\"tag\">CI\/CD\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c2\u6d4b\u6027<\/span><br \/>\n <span class=\"tag\">\u5f00\u53d1\u8fd0\u7ef4\u4e00\u4f53\u5316<\/span><br \/>\n <span class=\"tag\">\u5f00\u6e90\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u5176\u4ef7\u503c\uff0c\u611f\u53f9\u82e5\u65e9\u51fa\u73b0\u53ef\u8282\u7701\u5927\u91cf\u524d\u671f\u914d\u7f6e\u65f6\u95f4\u3002\u4e3b\u8981\u8be2\u95ee\u70b9\u96c6\u4e2d\u4e8e\u79d8\u5bc6\u7ba1\u7406\u3001\u9884\u89c8\u73af\u5883\u5904\u7406\u7b49\u5177\u4f53\u751f\u4ea7\u7ec6\u8282\uff0c\u5f00\u53d1\u56e2\u961f\u5df2\u9488\u5bf9LangGraph\u7684OpenTelemetry\u96c6\u6210\u4e0eGemini\u63d0\u793a\u8bcd\u65e5\u5fd7\u8fdb\u884c\u66f4\u65b0\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 Agent Starter Pack \u7cbe\u51c6\u523a\u4e2d\u4e86\u5f53\u524dAI\u5e94\u7528\u5de5\u7a0b\u5316\u7684\u6838\u5fc3\u77db\u76fe\u2014\u2014\u539f\u578b\u9a8c\u8bc1\u4e0e\u751f\u4ea7\u90e8\u7f72\u4e4b\u95f4\u7684\u5de8\u5927\u65ad\u5c42\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u201c\u521b\u5efaAgent\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u201c\u751f\u4ea7\u5316\u201d\u8fd9\u4e00\u6c89\u91cd\u8d1f\u62c5\u5c01\u88c5\u4e3a\u4e00\u6761\u547d\u4ee4\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u806a\u660e\u5730\u907f\u5f00\u4e86\u6846\u67b6\u4e4b\u4e89\uff08\u540c\u65f6\u652f\u6301ADK\u548cLangGraph\uff09\uff0c\u8f6c\u800c\u89e3\u51b3\u6240\u6709\u6846\u67b6\u90fd\u7ed5\u4e0d\u5f00\u7684\u201c\u810f\u6d3b\u7d2f\u6d3b\u201d\uff1a\u57fa\u7840\u8bbe\u65bd\u4f9b\u5e94\u3001\u6d41\u6c34\u7ebf\u642d\u5efa\u3001\u8ffd\u8e2a\u4e0e\u8bc4\u4f30\u3002\u8fd9\u53cd\u6620\u4e86\u4e00\u4e2a\u6e05\u9192\u7684\u884c\u4e1a\u8ba4\u77e5\uff1aAI\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u521b\u65b0\u5728\u903b\u8f91\u4e0e\u63d0\u793a\u8bcd\uff0c\u4f46\u5c06\u5176\u8f6c\u5316\u4e3a\u53ef\u9760\u670d\u52a1\uff0c\u5374\u9700\u8981\u5927\u91cf\u4e0eAI\u65e0\u5173\u7684\u4f20\u7edf\u5de5\u7a0b\u6295\u5165\u3002\u8fd9\u6b63\u662f\u56e2\u961f\u4ece\u201c\u6570\u5468\u201d\u5230\u201c\u5206\u949f\u201d\u6240\u538b\u7f29\u7684\u4ee3\u4ef7\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u627f\u8bfa\u4e5f\u9690\u542b\u4e86\u6df1\u5c42\u6311\u6218\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u79d8\u5bc6\u7ba1\u7406\u548c\u9884\u89c8\u73af\u5883\u7684\u7591\u95ee\uff0c\u6070\u6070\u66b4\u9732\u4e86\u4ece\u6807\u51c6\u5316\u6a21\u677f\u5230\u590d\u6742\u771f\u5b9e\u573a\u666f\u7684\u6700\u540e\u4e00\u516c\u91cc\u96be\u9898\u3002\u6a21\u677f\u964d\u4f4e\u4e86\u542f\u52a8\u95e8\u69db\uff0c\u4f46\u4f01\u4e1a\u7ea7\u90e8\u7f72\u6d89\u53ca\u7684\u6743\u9650\u3001\u7f51\u7edc\u3001\u5408\u89c4\u4e0e\u5b9a\u5236\u5316\u9700\u6c42\uff0c\u53ef\u80fd\u4ecd\u9700\u56e2\u961f\u81ea\u884c\u6d88\u5316\u3002\u6b64\u5916\uff0c\u5176\u6df1\u5ea6\u7ed1\u5b9aGoogle Cloud\u751f\u6001\uff0c\u65e2\u662f\u5176\u5feb\u901f\u843d\u5730\u7684\u4f18\u52bf\uff0c\u4e5f\u6784\u6210\u4e86\u6f5c\u5728\u7684\u5382\u5546\u9501\u5b9a\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u4e00\u6b3e\u201c\u63d0\u6548\u964d\u672c\u201d\u7684\u5de5\u7a0b\u5de5\u5177\uff0c\u800c\u975e\u201c\u98a0\u8986\u521b\u65b0\u201d\u7684AI\u4ea7\u54c1\u3002\u5b83\u6807\u5fd7\u7740AI\u5f00\u53d1\u6b63\u4ece\u72c2\u70ed\u7684\u6280\u672f\u63a2\u7d22\u9636\u6bb5\uff0c\u8fdb\u5165\u51b7\u9759\u7684\u5de5\u7a0b\u5316\u4e0e\u6807\u51c6\u5316\u9636\u6bb5\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u4e0d\u53d6\u51b3\u4e8e\u5176\u4ee3\u7801\u591a\u7cbe\u5999\uff0c\u800c\u53d6\u51b3\u4e8e\u5176\u6a21\u677f\u662f\u5426\u80fd\u6301\u7eed\u8ddf\u4e0a\u4e91\u670d\u52a1\u4e0eAI\u6846\u67b6\u7684\u8fed\u4ee3\u901f\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u5728\u201c\u4fbf\u6377\u201d\u4e0e\u201c\u7075\u6d3b\u201d\u4e4b\u95f4\u627e\u5230\u6301\u4e45\u7684\u5e73\u8861\u70b9\u3002\u5bf9\u4e8e\u4e9f\u9700\u5c06AI\u521b\u610f\u5feb\u901f\u3001\u7a33\u5b9a\u8f6c\u5316\u4e3a\u4e91\u7aef\u670d\u52a1\u7684\u4e2d\u5c0f\u56e2\u961f\u800c\u8a00\uff0c\u5b83\u65e0\u7591\u662f\u4e00\u5242\u5f3a\u6548\u52a0\u901f\u5242\uff1b\u4f46\u5bf9\u4e8e\u62e5\u6709\u6210\u719f\u5de5\u7a0b\u4f53\u7cfb\u7684\u5927\u578b\u4f01\u4e1a\uff0c\u5b83\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u53c2\u8003\u6837\u677f\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\">Agent Starter Pack<\/span>\n <\/div>\n<div class=\"comment-content\">Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI\/CD, evaluation, and observability. – GoogleCloudPlatform\/agent-starter-pack<\/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>We built Agent Starter Pack because we saw the same pattern over and over: teams spending weeks wiring up infrastructure, CI\/CD, and observability before writing a single line of agent logic.<\/p>\n<p>The problem wasn’t building agents\u2014frameworks like ADK and LangGraph make that easy. The problem was everything around it: Terraform configs, Cloud Build pipelines, tracing setup, session management, evaluation frameworks…<\/p>\n<p>So we packaged all of that into a single command:<br \/>\n`uvx agent-starter-pack create`<\/p>\n<p>In 60 seconds, you get:<\/p>\n<p>– A working agent with your choice of framework (ADK, LangGraph)<br \/>\n– Full CI\/CD pipeline (Cloud Build or GitHub Actions)<br \/>\n– Terraform infrastructure ready to deploy<br \/>\n– OpenTelemetry tracing<\/p>\n<p>Would love to hear what agent patterns you’d find most useful! \ud83e\udd16<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>ugh, wish this existed last quarter. burned a week wiring Terraform + Cloud Build before touching any agent logic. the uvx one-liner + OTel looks handy. curious how it handles secrets and preview envs. gonna try it on a small LangGraph thing.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@alexcloudstar\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@alexcloudstar<\/a> Thanks a lot! We are just updating the Langgraph OTel as finally we unlocked Gemini Prompt – response logging on LG<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#16<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/YNTRS2NIYBBNX7\" class=\"app-title\">ByteFlow<\/a><\/p>\n<div class=\"one-liner\">Build AI powered workflows & launch products in minutes.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">66<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>ByteFlow\u662f\u4e00\u4e2a\u96c6\u6210\u4e86UI\u8bbe\u8ba1\u3001\u540e\u7aef\u903b\u8f91\u4e0eAI\u5de5\u4f5c\u6d41\u7684\u5168\u6808\u5f0f\u65e0\u4ee3\u7801\u5e73\u53f0\uff0c\u8ba9\u7528\u6237\u65e0\u9700\u5207\u6362\u5de5\u5177\u548c\u7f16\u5199\u4ee3\u7801\u5373\u53ef\u5728\u51e0\u5206\u949f\u5185\u5c06\u60f3\u6cd5\u8f6c\u5316\u4e3a\u53ef\u8fd0\u884c\u7684\u4ea7\u54c1\uff0c\u89e3\u51b3\u4e86\u65e9\u671f\u521b\u4e1a\u8005\u548c\u975e\u6280\u672f\u80cc\u666f\u6784\u5efa\u8005\u5728\u4ea7\u54c1\u5f00\u53d1\u4e2d\u5de5\u5177\u94fe\u5272\u88c2\u3001\u6548\u7387\u4f4e\u4e0b\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\/ee15958d-45ca-459f-8ae7-d86c5935f227.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\/0f261822-4e5c-4d64-a0ed-99040c2239f1.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\/54071ef1-4e73-404b-a74e-994cde3fe03f.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\/a3c08424-e56c-4f29-bf86-d6ec52650250.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\/2aeb84de-e0fc-4b06-a76e-b0f039696bf0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3c35bc20-61fa-4047-916b-c974828f446c.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\/92340150-dd5a-40ec-91ed-61ec9faadde8.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/2O7_rqo5Uec\"><source src=\"https:\/\/youtu.be\/2O7_rqo5Uec\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Developer Tools<\/span><br \/>\n <span class=\"tag\">No-Code<\/span><br \/>\n <span class=\"tag\">Vibe coding<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u65e0\u4ee3\u7801\u5f00\u53d1\u5e73\u53f0<\/span><br \/>\n <span class=\"tag\">AI\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u5168\u6808\u4ea7\u54c1\u6784\u5efa<\/span><br \/>\n <span class=\"tag\">\u53ef\u89c6\u5316\u5f00\u53d1<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4f53\u4ee3\u7406<\/span><br \/>\n <span class=\"tag\">\u5feb\u901f\u539f\u578b<\/span><br \/>\n <span class=\"tag\">\u96c6\u6210\u8fde\u63a5\u5668<\/span><br \/>\n <span class=\"tag\">\u4e1a\u52a1\u6d41\u7a0b\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u4f4e\u4ee3\u7801<\/span><br \/>\n <span class=\"tag\">\u4ea7\u54c1\u5f00\u53d1\u5de5\u5177<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u6709\u6548\u8bc4\u8bba\u4e3b\u8981\u6765\u81ea\u521b\u59cb\u4eba\u4ecb\u7ecd\u548c\u5c11\u6570\u7528\u6237\u53cd\u9988\u3002\u521b\u59cb\u4eba\u8be6\u7ec6\u9610\u8ff0\u4e86\u4ea7\u54c1\u7406\u5ff5\u4e0e\u529f\u80fd\uff0c\u5f3a\u8c03\u5176\u201c\u4e00\u4f53\u5316\u201d\u4f18\u52bf\u3002\u7528\u6237\u8bc4\u8bba\u666e\u904d\u80af\u5b9a\u5176\u6574\u5408\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u51cf\u5c11\u5de5\u5177\u5207\u6362\u3001\u52a0\u901f\u4ea7\u54c1\u4e0a\u7ebf\u3002\u76ee\u524d\u8bc4\u8bba\u4ee5\u8d5e\u626c\u548c\u9f13\u52b1\u4e3a\u4e3b\uff0c\u5c1a\u672a\u51fa\u73b0\u5177\u4f53\u7684\u4f7f\u7528\u95ee\u9898\u6216\u529f\u80fd\u5efa\u8bae\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n ByteFlow\u7684\u91ce\u5fc3\u5728\u4e8e\u8bd5\u56fe\u6210\u4e3a\u201c\u65e0\u4ee3\u7801\u9886\u57df\u7684\u7ec8\u6781\u7f1d\u5408\u602a\u201d\uff0c\u5176\u5ba3\u79f0\u7684\u4ef7\u503c\u662f\u6d88\u9664\u4ece\u754c\u9762\u5230\u903b\u8f91\u518d\u5230\u81ea\u52a8\u5316\u4e4b\u95f4\u7684\u5de5\u5177\u9e3f\u6c9f\u3002\u8fd9\u76f4\u6307\u4e00\u4e2a\u771f\u5b9e\u4e14\u5e7f\u9614\u7684\u75db\u70b9\uff1a\u5f53\u524d\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u751f\u6001\u9ad8\u5ea6\u788e\u7247\u5316\uff0c\u7528\u6237\u4e0d\u5f97\u4e0d\u5728Airtable\u3001Bubble\u3001Zapier\u3001Make\u7b49\u591a\u4e2a\u4e13\u7cbe\u5de5\u5177\u95f4\u75b2\u4e8e\u5954\u547d\uff0c\u5bfc\u81f4\u5b66\u4e60\u6210\u672c\u9ad8\u3001\u7cfb\u7edf\u8106\u5f31\u4e14\u8fed\u4ee3\u7f13\u6162\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u201c\u5168\u6808\u4e00\u4f53\u5316\u201d\u5f80\u5f80\u610f\u5473\u7740\u5728\u6bcf\u4e00\u4e2a\u5355\u70b9\u529f\u80fd\u4e0a\u6df1\u5ea6\u53ef\u80fd\u4e0d\u53ca\u5782\u76f4\u5de5\u5177\uff0c\u5982\u4f55\u5e73\u8861\u5e7f\u5ea6\u4e0e\u6df1\u5ea6\uff0c\u786e\u4fdd\u5176UI\u6784\u5efa\u5668\u3001\u540e\u7aef\u5f15\u64ce\u548c\u5de5\u4f5c\u6d41\u7f16\u6392\u6bcf\u4e00\u73af\u90fd\u8db3\u591f\u5f3a\u5927\u4e14\u7075\u6d3b\uff0c\u662f\u5de8\u5927\u8003\u9a8c\u3002\u5176\u6b21\uff0c\u96c6\u6210600+\u8fde\u63a5\u5668\u548c100+MCP\u52a8\u4f5c\u56fa\u7136\u662f\u5356\u70b9\uff0c\u4f46\u96c6\u6210\u8d28\u91cf\u3001\u7a33\u5b9a\u6027\u4e0e\u5b9e\u65f6\u7ef4\u62a4\u7684\u8d1f\u62c5\u4e0d\u5bb9\u5c0f\u89d1\u3002\u6700\u540e\uff0c\u5176\u91cd\u70b9\u63a8\u5e7f\u7684\u201c\u8d85\u7ea7\u667a\u80fd\u4f53\u201d\u548c\u201cAI\u5316\u8eab\u6267\u884c\u201d\u7b49\u529f\u80fd\uff0c\u76ee\u524d\u66f4\u591a\u662f\u6982\u5ff5\u6027\u5c55\u793a\uff0c\u5728\u5b9e\u9645\u4f01\u4e1a\u7ea7\u573a\u666f\u4e2d\u7684\u53ef\u9760\u6027\u3001\u5408\u89c4\u6027\u4e0e\u6210\u672c\u6548\u76ca\u4ecd\u6709\u5f85\u9a8c\u8bc1\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u5e02\u573a\u5b9a\u4f4d\u770b\uff0c\u5b83\u4f3c\u4e4e\u60f3\u901a\u5403\u4ece\u72ec\u7acb\u5f00\u53d1\u8005\u5230\u4f01\u4e1a\u5185\u90e8\u7684\u5e7f\u6cdb\u4eba\u7fa4\uff0c\u4f46\u8fd9\u53ef\u80fd\u5bfc\u81f4\u4ea7\u54c1\u8bbe\u8ba1\u5931\u7126\u3002\u5bf9\u4e8e\u8ffd\u6c42\u6781\u9650\u7075\u6d3b\u6027\u7684\u5f00\u53d1\u8005\uff0c\u5b83\u53ef\u80fd\u663e\u5f97\u7ea6\u675f\uff1b\u5bf9\u4e8e\u7eaf\u7cb9\u7684\u4e1a\u52a1\u4eba\u5458\uff0c\u5176\u529f\u80fd\u96c6\u53c8\u53ef\u80fd\u8fc7\u4e8e\u590d\u6742\u3002\u771f\u6b63\u7684\u6210\u529f\u4e0d\u5728\u4e8e\u529f\u80fd\u5217\u8868\u7684\u7f57\u5217\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u4e3a\u67d0\u4e2a\u6838\u5fc3\u573a\u666f\uff08\u5982\u5feb\u901f\u6784\u5efa\u5185\u90e8\u5de5\u5177\u6216\u751f\u6210\u4ea4\u4e92\u5f0fAI\u5e94\u7528\uff09\u63d0\u4f9b\u6781\u81f4\u6d41\u7545\u3001\u7a33\u5b9a\u7684\u4f53\u9a8c\uff0c\u5e76\u4ee5\u6b64\u4f5c\u4e3a\u7a81\u7834\u53e3\u3002\u5f53\u524d\u7684\u9ad8\u6295\u7968\u4e0e\u597d\u8bc4\u591a\u6e90\u4e8e\u5bf9\u201c\u613f\u666f\u201d\u7684\u8ba4\u53ef\uff0c\u4ea7\u54c1\u80fd\u5426\u627f\u53d7\u4f4f\u771f\u5b9e\u3001\u590d\u6742\u4e14\u5927\u89c4\u6a21\u7684\u7528\u6237\u573a\u666f\u62f7\u95ee\uff0c\u624d\u662f\u5176\u4ece\u201c\u4ee4\u4eba\u5174\u594b\u7684\u53d1\u5e03\u201d\u8d70\u5411\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\u201d\u7684\u5173\u952e\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">ByteFlow<\/span>\n <\/div>\n<div class=\"comment-content\">Byteflow brings UI, backend, and AI automation together in one place, so anyone can build full products in minutes. Unlike tools that handle only workflows or only UI, Byteflow combines 100+ MCP actions and 600+ connectors with orchestration, super agents, voice commands, and autonomous execution. It\u2019s the fastest way to turn ideas into real apps, no stitching tools, no coding complexity. Just build \u2192 run \u2192 scale.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">nice one bro \ud83d\ude4c<\/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<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sachindas246\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sachindas246<\/a> Hi Sahin bro, thank you very much.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey PH fam! \ud83d\udc4b Adil here, co-founder of Byteflow.<\/p>\n<p>As builders, we\u2019ve all felt this frustration:<br \/>\nIt takes way too many tools and too much time to turn an idea into a real product.<\/p>\n<p>You build UI somewhere\u2026<br \/>\nBackend somewhere else\u2026<br \/>\nWorkflows in a different tool\u2026<br \/>\nThen you glue everything together and pray nothing breaks.<\/p>\n<p>We asked ourselves: Why does product building still feel this fragmented?<br \/>\nSo we built Byteflow, and today, we’re launching it here on Product Hunt. \ud83d\ude80<\/p>\n<p>\ud83d\udca1What is Byteflow?<br \/>\nByteflow is your one-stop platform to build complete products, UI, backend, workflows, automations, agents – all in minutes.<\/p>\n<p>Unlike tools that only generate UI, or only help with workflows, Byteflow combines everything needed for real product building:<br \/>\n\u2022\tDrag-and-drop connectors and MCPs<br \/>\n\u2022\tBackend Builder + Logic Engine<br \/>\n\u2022\tAI Agents & Super Agents<br \/>\n\u2022\tVoice-powered automation<br \/>\n\u2022\tOrchestration engine with 100+ MCP tools<br \/>\n\u2022\t600+ connectors for real-world integrations<\/p>\n<p>Just finalise your idea, and Byteflow helps you design, automate, and deploy.<br \/>\nNo stitching tools. No context switching. No engineering gymnastics.<\/p>\n<p>Just build \u2192 run \u2192 scale.<\/p>\n<p>\ud83d\udd25 So what\u2019s new in Byteflow?<br \/>\nFull-Stack Workflow Orchestration<br \/>\nDesign your UI, backend actions, databases, and automations all in a single visual canvas.<\/p>\n<p>Super Agents & Voice Actions<br \/>\nYour workflows can think, decide, act, call APIs, send emails, make calls, schedule tasks, even operate entirely by themselves.<\/p>\n<p>AI Avatar Execution<br \/>\nCreate AI influencers, HR screeners, digital assistants, and more, Byteflow lets your agent speak, act, and output video instantly.<\/p>\n<p>Integration Powerhouse<br \/>\nWith 100+ MCP tools and 600+ connectors, Byteflow works with your stack out of the box.<\/p>\n<p>Multi-Mode Execution<br \/>\nRun workflows via chat, WhatsApp, voice commands, APIs, or scheduled automations.<\/p>\n<p>Real Products, Not Just Prototypes<br \/>\nCreate fully functional products that users can interact with, not mockups or partial apps.<\/p>\n<p>\ud83d\udca1 What are Byteflow users building already?<\/p>\n<p>User-Facing Applications<br \/>\n\ud83d\udcf2 AI-powered SaaS tools<br \/>\n\ud83e\udd16 Personal AI assistants \/ life managers<br \/>\n\ud83c\udfad AI influencers generating video content<br \/>\n\ud83d\udcde Voice-driven automation bots<\/p>\n<p>Business Applications<br \/>\n\ud83e\uddd1\u200d\ud83d\udcbc HR screening & automated interviews<br \/>\n\ud83d\udcd1 CRM\/ERP mini tools<br \/>\n\u2699\ufe0f Operations automation for SMEs<br \/>\n\ud83c\udfed Vertical-specific workflows for healthcare, manufacturing, finance<\/p>\n<p>Internal Tools<br \/>\n\ud83d\udd25 Approval workflows<br \/>\n\ud83d\udcca Dashboards & reporting engines<br \/>\n\ud83e\udde0 Knowledge assistants<\/p>\n<p>Rapid Prototyping<br \/>\nValidate ideas in hours, not weeks.<br \/>\nByteflow might not build Salesforce yet \ud83d\ude09<br \/>\nBut it can build the CRM you imagine, and deploy it the same day.<\/p>\n<p>\ud83d\udc65 Who is Byteflow for?<br \/>\n\u2022\tFounders, solopreneurs, and indie-hackers who want to ship faster<br \/>\n\u2022\tStudents & young innovators building their first products<br \/>\n\u2022\tStartups building internal tools or AI-powered features<br \/>\n\u2022\tAgencies & automation consultants creating workflows for clients<br \/>\n\u2022\tCTOs & product teams enabling non-tech colleagues to build<br \/>\n\u2022\tCreators building AI avatars and automated content engines<\/p>\n<p>\ud83d\ude80 Try Byteflow today<br \/>\nWe\u2019re giving exclusive early access to our Product Hunt supporters.<br \/>\nJoin the waitlist, explore our templates, and tell us what you’re building, <\/p>\n<p>We\u2019d love to support your journey from idea to product.<br \/>\nThanks PH fam, can\u2019t wait to hear your thoughts!<\/p>\n<p>Let\u2019s build the future of product creation together. \ud83d\udc9b\u26a1<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>18<\/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>ByteFlow looks super impressive!<\/p>\n<p>Most tools only solve one part of the puzzle, but you\u2019ve managed to bring UI, backend, workflows, and automation into one seamless flow. This is exactly what early-stage builders need \u2014 less switching tools, more shipping fast.<\/p>\n<p>Excited to see how this evolves! <\/p>\n<p>\ud83d\ude80<\/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\/@rohan_kumar67\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohan_kumar67<\/a> Hi Rohan, Thank you bro. please do join the waitlist.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 really promising! \ud83d\ude80<\/p>\n<p>Love how Byteflow brings UI, backend, and workflows into one place. This could save builders so much time. Excited to see where this goes!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@ajay_c_thomas\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ajay_c_thomas<\/a> thank you Ajay, please do join the waitlist. We are also excited to know your experience of the product.<\/p>\n<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/RZY5J7ZI7PQFWX\" class=\"app-title\">CutMe Short<\/a><\/p>\n<div class=\"one-liner\">Smarter short links for growing brands<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">22<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3a\u6210\u957f\u578b\u54c1\u724c\u6253\u9020\u7684\u667a\u80fd\u94fe\u63a5\u7ba1\u7406\u5e73\u53f0\uff0c\u901a\u8fc7\u521b\u5efa\u54c1\u724c\u77ed\u94fe\u63a5\u3001\u52a8\u6001UTM\u53c2\u6570\u548c\u4e8c\u7ef4\u7801\u7b49\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u8425\u9500\u6d3b\u52a8\u4e2d\u94fe\u63a5\u7ba1\u7406\u6df7\u4e71\u3001\u6570\u636e\u8ffd\u8e2a\u56f0\u96be\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\/ca7dc8be-7f32-4a98-a1a6-ee4e8ce073a2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/97fa5f20-b833-4eae-b571-77f0166604aa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/34e70a15-432c-487a-9103-65424b11df84.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/147a4d35-0d27-4797-a36c-8c69e608dc3f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/daed2e21-14a0-4cc0-a828-4cd508c15825.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e812b73a-9e52-434f-a165-f248b37c671e.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\/6c470d7c-4a9b-46c0-8ff5-d2199a05a4e8.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/ZA1P815gAHI\"><source src=\"https:\/\/youtu.be\/ZA1P815gAHI\" type=\"video\/mp4\"><\/video><\/p>\n<div class=\"video-overlay\">\n<div class=\"play-icon\">\u25b6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Productivity<\/span><br \/>\n <span class=\"tag\">Analytics<\/span><br \/>\n <span class=\"tag\">Marketing<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">\u94fe\u63a5\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u54c1\u724c\u589e\u957f<\/span><br \/>\n <span class=\"tag\">\u77ed\u94fe\u63a5<\/span><br \/>\n <span class=\"tag\">UTM\u8ffd\u8e2a<\/span><br \/>\n <span class=\"tag\">\u6570\u636e\u5206\u6790<\/span><br \/>\n <span class=\"tag\">QR\u7801<\/span><br \/>\n <span class=\"tag\">SaaS<\/span><br \/>\n <span class=\"tag\">\u8425\u9500\u81ea\u52a8\u5316<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u5b98\u65b9\u53d1\u5e03\u8bc4\u8bba\u9610\u8ff0\u4e86\u4ea7\u54c1\u5f00\u53d1\u521d\u8877\u4e0e\u6838\u5fc3\u529f\u80fd\uff0c\u6536\u83b7\u795d\u8d3a\u4e0e\u79ef\u6781\u8bc4\u4ef7\u3002\u7528\u6237\u53cd\u9988\u8ba4\u4e3a\u4ea7\u54c1\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u5e76\u671f\u5f85\u5176\u6301\u7eed\u53d1\u5c55\u3002\u76ee\u524d\u8bc4\u8bba\u4ee5\u9f13\u52b1\u4e3a\u4e3b\uff0c\u7f3a\u4e4f\u5177\u4f53\u7684\u4f7f\u7528\u53cd\u9988\u6216\u5c16\u9510\u6279\u8bc4\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n CutMe Short\u5207\u5165\u7684\u662f\u4e00\u4e2a\u770b\u4f3c\u9648\u65e7\u5374\u75db\u70b9\u72b9\u5b58\u7684\u8d5b\u9053\u2014\u2014\u94fe\u63a5\u7ba1\u7406\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u53d1\u660e\u4e86\u77ed\u94fe\u63a5\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u5c06\u5206\u6563\u7684\u8425\u9500\u94fe\u63a5\u64cd\u4f5c\uff08\u54c1\u724c\u5316\u3001UTM\u6253\u7801\u3001\u4e8c\u7ef4\u7801\u751f\u6210\u3001\u8df3\u8f6c\u63a7\u5236\uff09\u4e0e\u540e\u7aef\u6570\u636e\u5206\u6790\uff08GA4\u6574\u5408\u3001\u9884\u6d4b\u6d1e\u5bdf\uff09\u6574\u5408\u4e3a\u4e00\u4e2a\u7edf\u4e00\u7684\u5de5\u4f5c\u6d41\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u552e\u5356\u201c\u8425\u9500\u4eba\u5458\u7684\u64cd\u4f5c\u79e9\u5e8f\u201d\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u601d\u8def\u6e05\u6670\uff0c\u76f4\u6307\u6210\u957f\u54c1\u724c\u5728\u591a\u6e20\u9053\u6295\u653e\u65f6\u9762\u4e34\u7684\u94fe\u63a5\u7ba1\u7406\u5730\u72f1\uff1a\u6570\u636e\u5206\u6563\u3001\u54c1\u724c\u5f62\u8c61\u4e0d\u7edf\u4e00\u3001\u64cd\u4f5c\u91cd\u590d\u4f4e\u6548\u3002\u5176\u201c\u52a8\u6001UTM\u201d\u548c\u201c\u94fe\u63a5\u8f6e\u6362\u201d\u529f\u80fd\u662f\u4eae\u70b9\uff0c\u65e8\u5728\u81ea\u52a8\u5316\u7e41\u7410\u7684\u6807\u8bb0\u5de5\u4f5c\uff0c\u8fd9\u786e\u5b9e\u51fb\u4e2d\u4e86\u4e13\u4e1a\u8425\u9500\u56e2\u961f\u7684\u6548\u7387\u75db\u70b9\u3002\u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u660e\u663e\uff1a\u9996\u5148\uff0c\u5e02\u573a\u5df2\u6709Bitly\u3001Rebrandly\u7b49\u6210\u719f\u73a9\u5bb6\uff0c\u529f\u80fd\u540c\u8d28\u5316\u8f83\u9ad8\uff0c\u9700\u6e05\u6670\u5b9a\u4e49\u5dee\u5f02\u5316\u4f18\u52bf\uff1b\u5176\u6b21\uff0c\u5176\u5f3a\u8c03\u7684\u201c\u5f3a\u5927\u5206\u6790\u201d\u548c\u201c\u9884\u6d4b\u201d\u80fd\u529b\uff0c\u5728\u4ecb\u7ecd\u4e2d\u8bed\u7109\u4e0d\u8be6\uff0c\u8fd9\u53ef\u80fd\u662f\u6280\u672f\u58c1\u5792\uff0c\u4e5f\u53ef\u80fd\u4ec5\u662f\u8425\u9500\u8bdd\u672f\uff0c\u9700\u5b9e\u9645\u6570\u636e\u9a8c\u8bc1\u3002\u6700\u540e\uff0c22\u7968\u7684\u51b7\u6e05\u70ed\u5ea6\u4e0e\u8bc4\u8bba\u533a\u7684\u793c\u8c8c\u6027\u4e92\u52a8\uff0c\u53cd\u6620\u51fa\u5176\u5728Product Hunt\u4e0a\u5e76\u672a\u5f15\u53d1\u771f\u6b63\u7206\u70b8\u6027\u7684\u5173\u6ce8\uff0c\u53ef\u80fd\u8bf4\u660e\u5176\u4ea7\u54c1\u5448\u73b0\u6216\u4ef7\u503c\u4e3b\u5f20\u7684\u4f20\u64ad\u529b\u5c1a\u672a\u7a7f\u900f\u5e02\u573a\u566a\u97f3\u3002\n <\/p>\n<p class=\"ai-content\">\n \u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u5b83\u80fd\u5426\u4ece\u201c\u53c8\u4e00\u4e2a\u597d\u7528\u7684\u94fe\u63a5\u5de5\u5177\u201d\u5347\u7ea7\u4e3a\u201c\u54c1\u724c\u8425\u9500\u6570\u636e\u7684\u57fa\u7840\u8bbe\u65bd\u201d\u3002\u8fd9\u53d6\u51b3\u4e8e\u5176API\u7684\u5f00\u653e\u7a0b\u5ea6\u3001\u5206\u6790\u6d1e\u89c1\u7684\u5b9e\u9645\u6df1\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u4e0e\u66f4\u591a\u8425\u9500\u6808\u4ea7\u54c1\u65e0\u7f1d\u8026\u5408\u3002\u76ee\u524d\u6765\u770b\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6848\u65b9\u5411\uff0c\u4f46\u8981\u5728\u7ea2\u6d77\u4e2d\u7a81\u56f4\uff0c\u4ecd\u9700\u5728\u6280\u672f\u6df1\u5ea6\u4e0e\u751f\u6001\u6574\u5408\u4e0a\u62ff\u51fa\u66f4\u786c\u7684\u51ed\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\">CutMe Short<\/span>\n <\/div>\n<div class=\"comment-content\">CutMe Short is a smart URL management platform built for growing brands. Create branded short links, dynamic UTMs, QR codes, and link rotators \u2014 all backed by powerful analytics and GA4 tracking. Streamline your campaigns, stay organized, and turn every click into actionable insights.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>We built CutMe Short after realizing that links are often treated as \u201cjust URLs,\u201d while in reality they\u2019re one of the most powerful growth signals for any brand or campaign.<\/p>\n<p>A year ago, we built <strong>CutMe Short<\/strong> with a simple belief:<br \/><strong>links shouldn\u2019t just redirect \u2014 they should help brands grow.<\/strong><\/p>\n<p>Today, after a year in the market and feedback from real teams, we\u2019re excited to finally launch <strong>CutMe Short on Product Hunt<\/strong>.<\/p>\n<p><strong>What you can do with CutMe Short:<\/strong><\/p>\n<ul>\n<li>\n<p>Create <strong>branded short links<\/strong> with custom domains & clean slugs<\/p>\n<\/li>\n<li>\n<p>Automate <strong>UTMs<\/strong> (templates + dynamic UTMs, no copy-paste)<\/p>\n<\/li>\n<li>\n<p>Set <strong>link expiry<\/strong>, use <strong>link rotators<\/strong>, edit <strong>OG images<\/strong>, and generate <strong>custom QR codes<\/strong><\/p>\n<\/li>\n<li>\n<p>Track <strong>deep analytics<\/strong> \u2014 clicks by platform, device, browser, city\/state, referrer, unique users & predictions<\/p>\n<\/li>\n<li>\n<p>Share analytics dashboards, manage <strong>workspaces<\/strong>, invite team members, and integrate via <strong>APIs<\/strong><\/p>\n<\/li>\n<\/ul>\n<p>Over the past year, CutMe Short has been trusted by real users, earning <strong>4.7\u2605 on G2<\/strong>, along with <strong>High Performer<\/strong> and <strong>Highest User Adoption<\/strong> badges \u2014 which validated that we\u2019re solving a real problem.<\/p>\n<\/p>\n<p><em>Today\u2019s launch is about sharing what we\u2019ve built, learning from this community, and making CutMe Short even better.<\/em><\/p>\n<p><strong>we\u2019d love to hear your thoughts and feedback.<\/strong><\/p>\n<p>We\u2019ll be here all day \u2014 feel free to ask us anything!<\/p>\n<p>Thanks for checking us out \ud83d\udc9b<\/p>\n<p><a href=\"https:\/\/www.cutmeshort.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">CutMe Short<\/a><br \/>Reach us at: <a href=\"mailto:support@cutmeshort.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">support@cutmeshort.com<\/a> \u2709\ufe0f<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>13<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kritika_singh99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kritika_singh99<\/a> Congratulations and all the best \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<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@kritika_singh99\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@kritika_singh99<\/a> Pretty impressive link management tool. I hope you will continue its development.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#18<\/div>\n<div class=\"title-group\">\n <a href=\"https:\/\/www.producthunt.com\/r\/SKBM5JO4NL4PBY\" class=\"app-title\">ScaliQ<\/a><\/p>\n<div class=\"one-liner\">The LinkedIn AI Outreach Agent for Real Conversations<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">19<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>ScaliQ\u662f\u4e00\u6b3eLinkedIn AI\u5916\u8054\u4ee3\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u6a21\u62df\u771f\u5b9e\u9500\u552e\u5bf9\u8bdd\u7684AI\u4ee3\u7406\uff0c\u5728\u591a\u8d26\u53f7\u73af\u5883\u4e0b\u81ea\u52a8\u5316\u5904\u7406\u6d88\u606f\u3001\u8ddf\u8fdb\u4e0e\u56de\u590d\uff0c\u89e3\u51b3\u4e86\u9500\u552e\u56e2\u961f\u5728\u89c4\u6a21\u5316\u4e2a\u6027\u5316\u89e6\u8fbe\u6f5c\u5728\u5ba2\u6237\u65f6\u6548\u7387\u4f4e\u4e0b\u3001\u4eba\u529b\u6210\u672c\u9ad8\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\/95ef3893-5ea7-4b19-a99f-e02196521f64.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/otNKMXvuVMI?si=GsSq8Z0dIzT6JKqe\"><source src=\"https:\/\/youtu.be\/otNKMXvuVMI?si=GsSq8Z0dIzT6JKqe\" 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\/639ea6ba-cc85-4a9a-88d6-8d80712a4082.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/066d89e4-658f-44bb-bede-bb5272612d7b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/51b47445-844e-4286-8969-3b7a77a35999.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\">Sales<\/span><br \/>\n <span class=\"tag\">Marketing<\/span><br \/>\n <span class=\"tag\">LinkedIn<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">AI\u9500\u552e\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">LinkedIn\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u5916\u8054<\/span><br \/>\n <span class=\"tag\">\u591a\u8d26\u53f7\u7ba1\u7406<\/span><br \/>\n <span class=\"tag\">\u5bf9\u8bdd\u5f0fAI<\/span><br \/>\n <span class=\"tag\">\u6f5c\u5728\u5ba2\u6237\u7b5b\u9009<\/span><br \/>\n <span class=\"tag\">\u4e2a\u6027\u5316\u8425\u9500<\/span><br \/>\n <span class=\"tag\">\u9500\u552e\u6548\u7387\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">B2B\u83b7\u5ba2<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u53ef\u5176AI\u5bf9\u8bdd\u7684\u81ea\u7136\u5ea6\u548c\u89e3\u51b3\u89c4\u6a21\u5316\u5916\u8054\u75db\u70b9\u7684\u4ef7\u503c\u3002\u521b\u59cb\u4eba\u73b0\u8eab\u8bf4\u660e\u4ea7\u54c1\u6e90\u4e8e\u5b9e\u9645\u9700\u6c42\u3002\u6709\u7528\u6237\u8be2\u95ee\u65e9\u671f\u6d4b\u8bd5\u4e2dAI\u56de\u590d\u7684\u610f\u5916\u60c5\u51b5\uff08\u51fa\u8272\u6216\u5c34\u5c2c\uff09\uff0c\u663e\u793a\u51fa\u5bf9AI\u771f\u5b9e\u4ea4\u4e92\u6548\u679c\u7684\u597d\u5947\u4e0e\u5173\u6ce8\u3002\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n ScaliQ\u7684\u5ba3\u79f0\u4ef7\u503c\u5728\u4e8e\u5c06AI\u4ece\u201c\u6a21\u677f\u8f70\u70b8\u201d\u5347\u7ea7\u4e3a\u201c\u62df\u771f\u5bf9\u8bdd\u201d\uff0c\u4f46\u5176\u6838\u5fc3\u7a81\u7834\u53ef\u80fd\u5e76\u975e\u6280\u672f\u9769\u547d\uff0c\u800c\u662f\u573a\u666f\u4e0e\u6d41\u7a0b\u8bbe\u8ba1\u7684\u7cbe\u7ec6\u5316\u6574\u5408\u3002\u4ea7\u54c1\u654f\u9510\u5730\u6293\u4f4f\u4e86B2B\u9500\u552e\u5728LinkedIn\u751f\u6001\u4e2d\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u89c4\u6a21\u5316\u4e0e\u4e2a\u6027\u5316\u4e0d\u53ef\u517c\u5f97\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8eAI\u80fd\u591a\u4e48\u201c\u50cf\u4eba\u201d\uff0c\u800c\u5728\u4e8e\u5b83\u6784\u5efa\u4e86\u4e00\u4e2a\u95ed\u73af\u7cfb\u7edf\u2014\u2014\u4ece\u7814\u7a76\u3001\u591a\u8bed\u79cd\u89e6\u8fbe\u3001\u4e92\u52a8\u5f0f\u7b5b\u9009\u5230\u7edf\u4e00\u6536\u4ef6\u7bb1\u7ba1\u7406\uff0c\u8fd9\u5b9e\u8d28\u4e0a\u662f\u4e00\u4e2a\u9500\u552e\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u4e2d\u53f0\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u4e24\u5927\u6df1\u5c42\u6311\u6218\uff1a\u4e00\u662f\u201c\u4fe1\u4efb\u5ea6\u5929\u82b1\u677f\u201d\uff0cAI\u6a21\u62df\u7684\u5171\u60c5\u4e0e\u8010\u5fc3\u5728\u590d\u6742\u51b3\u7b56\u7684B2B\u9500\u552e\u4e2d\u80fd\u8d70\u591a\u8fdc\u5b58\u7591\uff0c\u9ad8\u7aef\u5ba2\u6237\u53ef\u80fd\u5bf9\u81ea\u52a8\u5316\u4e92\u52a8\u66f4\u4e3a\u654f\u611f\uff1b\u4e8c\u662f\u5e73\u53f0\u98ce\u9669\uff0c\u9ad8\u5ea6\u4f9d\u8d56LinkedIn\u7684\u89c4\u5219\uff0c\u5176\u81ea\u52a8\u5316\u64cd\u4f5c\u5c3a\u5ea6\u5982\u8e29\u94a2\u4e1d\uff0c\u5b58\u5728\u5c01\u7981\u98ce\u9669\u3002\u591a\u8d26\u53f7\u7ba1\u7406\u529f\u80fd\u867d\u76f4\u51fb\u75db\u70b9\uff0c\u4f46\u4e5f\u653e\u5927\u4e86\u6b64\u98ce\u9669\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u770b\uff0c\u5e02\u573a\u5bf9\u5176\u201c\u771f\u5b9e\u6027\u201d\u65e2\u671f\u5f85\u53c8\u6000\u7591\u3002\u5b83\u6216\u8bb8\u65e0\u6cd5\u66ff\u4ee3\u9876\u7ea7\u9500\u552e\u5efa\u7acb\u7684\u6838\u5fc3\u5173\u7cfb\uff0c\u4f46\u6781\u6709\u53ef\u80fd\u9ad8\u6548\u8695\u98df\u4e2d\u4f4e\u590d\u6742\u5ea6\u3001\u9ad8\u91cd\u590d\u6027\u7684\u521d\u6b65\u89e6\u8fbe\u4e0e\u7b5b\u9009\u5de5\u4f5c\uff0c\u6210\u4e3a\u9500\u552e\u56e2\u961f\u7684\u201c\u6548\u7387\u6760\u6746\u201d\u3002\u5176\u6210\u529f\u5173\u952e\u5728\u4e8e\u80fd\u5426\u6301\u7eed\u8fed\u4ee3AI\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u6df1\u5ea6\uff0c\u5e76\u5728\u5408\u89c4\u6027\u4e0e\u4fb5\u7565\u6027\u4e4b\u95f4\u627e\u5230\u7cbe\u51c6\u5e73\u8861\u3002\u5b83\u4ee3\u8868\u7684\u4e0d\u662fAI\u7684\u80dc\u5229\uff0c\u800c\u662f\u6d41\u7a0b\u667a\u80fd\u5316\u7684\u5fc5\u7136\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\">ScaliQ<\/span>\n <\/div>\n<div class=\"comment-content\">ScaliQ lets you scale LinkedIn outreach across multiple accounts from one unified inbox \u2014 with AI agents that handle DMs, follow-ups, replies. It analyzes every response, applies qualification tags, and keeps the conversation moving until a prospect is ready for you.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">It wasn\u2019t long ago that everyone in sales agreed on one thing:<\/p>\n<p>AI can\u2019t talk to prospects like humans can.<\/p>\n<p>We all saw the generic templates\u2026 the robotic messages\u2026 the awkward automation.<br \/>\nAnd we said: \u201cIf we want real conversations, humans must write every word.\u201d<br \/>\nBut that era is over.<br \/>\nBecause AI has changed. And ScaliQ is the proof.<\/p>\n<p>\ud83e\udd16 Meet ScaliQ \u2014 Your AI Conversational Agent for LinkedIn<br \/>\nScaliQ doesn\u2019t \u201cblast\u201d messages. It researches, personalizes, follows up, and replies instantly so you don\u2019t waste hours stuck inside your LinkedIn inbox.<br \/>\nIt behaves like a trained SDR: curious, helpful, and focused on buyer pain points\u2026<br \/>\nwhile you spend time only with prospects who show interest.<\/p>\n<p>\ud83d\udcac It Automates the Entire Outreach Journey<br \/>\nScaliQ sends connection requests, starts conversations, and keeps them going.<br \/>\nIf someone replies, ScaliQ asks clarifying questions, removes friction,<br \/>\nand qualifies the lead \u2014 always with human-like empathy.<\/p>\n<p>It doesn\u2019t rush.<br \/>\nIt doesn\u2019t push.<br \/>\nIt builds trust.<\/p>\n<p>\ud83e\udde0 Why People Actually Respond<br \/>\nThis isn\u2019t luck \u2014 it\u2019s psychology.<br \/>\n\u2022 Cognitive Ease: replying takes zero effort<br \/>\n\u2022 Motivational Interviewing: prospects express their own goals<br \/>\n\u2022 Commitment & Consistency: small \u201cyes\u201d becomes a next step<br \/>\n\u2192 Messages become replies<br \/>\n\u2192 Replies become conversations<br \/>\n\u2192 Conversations become meetings<\/p>\n<p>\ud83c\udf0d Speaks Their Native Language<br \/>\nFrench profile? \ud83c\uddeb\ud83c\uddf7 French outreach.<br \/>\nSpanish profile? \ud83c\uddea\ud83c\uddf8 Spanish outreach.<br \/>\nIt instantly feels more personal, more intentional, more human.<br \/>\nThat\u2019s why reply rates jump.<\/p>\n<p>\ud83d\udd04 Turn Dormant Connections into Pipeline<br \/>\nAlready connected with hundreds or thousands on LinkedIn?<br \/>\nScaliQ recognizes that \u2014 and skips the connection request.<br \/>\nIt re-ignites existing relationships with personalized outreach\u2026 automatically.<\/p>\n<p>\u26a1 Scale Without Hiring<br \/>\nWhere most tools allow only one LinkedIn account\u2026<br \/>\nScaliQ allows many.<br \/>\nTeam accounts, client accounts \u2014 all in one unified inbox.<br \/>\nMore accounts.<br \/>\nMore conversations.<br \/>\nMore opportunities.<br \/>\nSame workload.<\/p>\n<p>\ud83e\udd47 The New Competitive Edge<br \/>\nThe teams winning today are not grinding harder.<br \/>\nThey\u2019re automating smarter.<br \/>\nThey let AI handle repetition<br \/>\nso they can handle the deals.<br \/>\nEvery week you wait, someone else moves ahead.<\/p>\n<p>\ud83c\udfaf Ready When You Are<br \/>\nIf you want consistent, warm conversations delivered on autopilot give ScaliQ a try today.<br \/>\nThe future of outbound is here. Will you adapt with it? try for free : <a href=\"https:\/\/www.scaliq.ai\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.scaliq.ai\/<\/a><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone \ud83d\udc4b<\/p>\n<p>I\u2019m one of the co-founders of ScaliQ.<br \/>This project started because we were tired of seeing teams waste time on manual outreach that never scaled. So we built something that actually works in the real world, not another shiny tool, but a system we use ourselves every day.<\/p>\n<p>We\u2019d love your feedback, ideas and honest thoughts. Thanks for checking us out and supporting our launch today, it means the world to our small team \u2764\ufe0f<\/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>Congrats Maxime! All the best!!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Nice launch! \ud83d\udc4f ScaliQ sounds like a pretty neat way to let AI handle the boring parts of LinkedIn outreach without sounding like a bot.<\/p>\n<p>Curious, in your early testing, what kind of replies surprised you the most? The really good ones or the awkward ones? \ud83d\ude04<\/p>\n<p>Upvoted and can\u2019t wait to try it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/6QPLPOSLQSNWEO\" class=\"app-title\">POSTAUTOPSY<\/a><\/p>\n<div class=\"one-liner\">The brutally honest LinkedIn coach.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">19<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7AI\u201c\u89e3\u5256\u201d\u548c\u201c\u62f7\u95ee\u201dLinkedIn\u5e16\u5b50\uff0c\u63d0\u4f9b\u5c16\u9510\u53cd\u9988\u4e0e\u4f18\u5316\u5efa\u8bae\uff0c\u5e2e\u52a9\u5185\u5bb9\u521b\u4f5c\u8005\u6446\u8131\u76f2\u76ee\u53d1\u5e16\u3001\u79d1\u5b66\u63d0\u5347\u4e92\u52a8\u8868\u73b0\u7684\u5de5\u5177\u3002<\/div>\n<p> <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a62e8a4c-4ef0-436d-88a8-7c18dff2ebd6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8b533d76-ca0a-496a-bf20-79caeda07806.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\/81b627fe-fac9-476e-baf5-1df72aea8939.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/825d0553-0f10-4b9c-b711-c00c504f4b85.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/749175fc-17d6-4658-91d7-56643566f0a2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2de34767-126b-4578-9770-2056df05369b.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\/5eeee38e-3835-4ee8-b792-b20622d94217.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\/1f74aee1-1ace-489a-bc9b-f97b91949ece.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\/88b45e49-cae2-4c66-8629-52dfeed6166d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f5dd59f0-ae27-405f-81e0-8ba603150073.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\/d563bb1c-71e3-42e5-84ea-e88b1c1f6b4a.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/YJZWUUXH6SM\"><source src=\"https:\/\/youtu.be\/YJZWUUXH6SM\" 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\">Marketing<\/span><br \/>\n <span class=\"tag\">LinkedIn<\/span>\n <\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">LinkedIn\u5185\u5bb9\u4f18\u5316<\/span><br \/>\n <span class=\"tag\">AI\u5199\u4f5c\u6559\u7ec3<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u8425\u9500\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">\u6587\u6848\u8bca\u65ad<\/span><br \/>\n <span class=\"tag\">\u4e2a\u4eba\u54c1\u724c\u5efa\u8bbe<\/span><br \/>\n <span class=\"tag\">AI\u53cd\u9988<\/span><br \/>\n <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n <span class=\"tag\">SaaS<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u201c\u8bda\u5b9e\u62f7\u95ee\u201d\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u8ba4\u4e3a\u80fd\u6709\u6548\u63d0\u5347\u5199\u4f5c\u8d28\u91cf\u548c\u66dd\u5149\u91cf\uff08\u5982\u6708\u5c55\u793a\u91cf\u4ece10\u4e07\u589e\u81f340\u4e07\uff09\u3002\u4e3b\u8981\u5efa\u8bae\u662f\u4f18\u5316\u5efa\u8bae\u7684\u63aa\u8f9e\uff0c\u907f\u514d\u8fc7\u4e8e\u660e\u663e\u7684\u201cAI\u611f\u201d\u3002\u7528\u6237\u8d5e\u8d4f\u5176\u5e72\u51c0\u7684\u7528\u6237\u754c\u9762\u548c\u76f4\u63a5\u7684\u5b9e\u7528\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 POSTAUTOPSY \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u9ad8\u4ef7\u503c\u4e14\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u5e02\u573a\u75db\u70b9\uff1a\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u8868\u73b0\u7684\u5f52\u56e0\u5206\u6790\u3002\u5b83\u6ca1\u6709\u9009\u62e9\u6cdb\u6cdb\u7684\u201c\u5185\u5bb9\u4f18\u5316\u201d\uff0c\u800c\u662f\u805a\u7126\u4e8eLinkedIn\u8fd9\u4e2a\u4ee5\u4e13\u4e1a\u5f62\u8c61\u548c\u5546\u4e1a\u8f6c\u5316\u4e3a\u6838\u5fc3\u7684\u5c01\u95ed\u751f\u6001\uff0c\u8fd9\u4f7f\u5176\u5b9a\u4f4d\u663e\u5f97\u5f02\u5e38\u950b\u5229\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5176AI\u201c\u89e3\u5256\u201d\u6280\u672f\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u5c06\u4e00\u79cd\u6a21\u7cca\u7684\u3001\u4f9d\u8d56\u7ecf\u9a8c\u548c\u76f4\u89c9\u7684\u201c\u5185\u5bb9\u611f\u89c9\u201d\uff0c\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u3001\u53ef\u89e3\u91ca\u3001\u53ef\u64cd\u4f5c\u7684\u8bca\u65ad\u62a5\u544a\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u5728\u4e3a\u5185\u5bb9\u521b\u4f5c\u63d0\u4f9b\u201c\u6570\u636e\u9a71\u52a8\u201d\u7684\u51b3\u7b56\u652f\u6301\uff0c\u8fce\u5408\u4e86\u5f53\u524d\u8425\u9500\u9886\u57df\u5bf9\u786e\u5b9a\u6027\u548cROI\u7684\u666e\u904d\u7126\u8651\u3002\u521b\u59cb\u4eba\u81ea\u8eab600\u5929\u8fde\u7eed\u53d1\u5e03\u7684\u5b9e\u8df5\uff0c\u4e3a\u4ea7\u54c1\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u201c\u7ecf\u9a8c\u6570\u636e\u96c6\u201d\u548c\u53ef\u4fe1\u5ea6\u80cc\u4e66\uff0c\u8fd9\u6bd4\u4efb\u4f55\u6280\u672f\u5ba3\u4f20\u90fd\u66f4\u6709\u8bf4\u670d\u529b\u3002\n <\/p>\n<p class=\"ai-content\">\n \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e0e\u673a\u9047\u540c\u6837\u660e\u663e\u3002\u9996\u5148\uff0c\u8bc4\u8bba\u4e2d\u63d0\u53ca\u7684\u201cAI\u611f\u201d\u5efa\u8bae\u662f\u81f4\u547d\u5f31\u70b9\u3002\u5982\u679c\u4f18\u5316\u5efa\u8bae\u6d41\u4e8e\u8868\u9762\u3001\u5145\u6ee1\u9648\u8bcd\u6ee5\u8c03\uff0c\u7528\u6237\u5c06\u8fc5\u901f\u770b\u7a7f\u5176\u5c40\u9650\u6027\uff0c\u5de5\u5177\u4fbf\u4f1a\u4ece\u201c\u6559\u7ec3\u201d\u964d\u7ea7\u4e3a\u201c\u8bc4\u5206\u5668\u201d\uff0c\u590d\u8d2d\u7387\u5b58\u7591\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u4e25\u91cd\u4f9d\u8d56\u4e8eLinkedIn\u5e73\u53f0\u7684\u89c4\u5219\u7a33\u5b9a\u6027\u3002\u4e00\u65e6\u5e73\u53f0\u7b97\u6cd5\u53d1\u751f\u91cd\u5927\u8c03\u6574\uff0c\u5176\u8bca\u65ad\u6a21\u578b\u7684\u6709\u6548\u6027\u9700\u8981\u5feb\u901f\u8fed\u4ee3\uff0c\u5426\u5219\u4ef7\u503c\u5c06\u5927\u6253\u6298\u6263\u3002\u6700\u540e\uff0c\u4ece\u201c\u5de5\u5177\u201d\u5230\u201c\u751f\u6001\u201d\u7684\u8de8\u8d8a\u662f\u9053\u574e\u3002\u76ee\u524d\u5b83\u89e3\u51b3\u7684\u662f\u5355\u70b9\u95ee\u9898\uff0c\u5982\u4f55\u878d\u5165\u7528\u6237\u7684\u5185\u5bb9\u5de5\u4f5c\u6d41\uff0c\u751a\u81f3\u4e0e\u8c03\u5ea6\u53d1\u5e03\u3001\u7ade\u54c1\u5206\u6790\u7b49\u529f\u80fd\u7ed3\u5408\uff0c\u662f\u5176\u80fd\u5426\u6301\u7eed\u7559\u4f4f\u7528\u6237\u7684\u5173\u952e\u3002\n <\/p>\n<p class=\"ai-content\">\n \u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u6b3e\u5728\u6b63\u786e\u7ec6\u5206\u5e02\u573a\u63a8\u51fa\u7684\u3001\u6982\u5ff5\u5148\u884c\u7684\u4ea7\u54c1\u3002\u5b83\u8bc1\u660e\u4e86\u5e02\u573a\u5bf9\u201c\u5185\u5bb9\u5f52\u56e0\u201d\u5de5\u5177\u7684\u5f3a\u70c8\u9700\u6c42\uff0c\u4f46\u5176\u957f\u671f\u751f\u547d\u529b\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176AI\u5efa\u8bae\u7684\u6df1\u5ea6\u3001\u4e2a\u6027\u5316\u7a0b\u5ea6\uff0c\u4ee5\u53ca\u80fd\u5426\u4ece\u201c\u4e8b\u540e\u9a8c\u5c38\u201d\u8fdb\u5316\u5230\u201c\u4e8b\u524d\u9884\u9632\u201d\u7684\u66f4\u9ad8\u4ef7\u503c\u73af\u8282\u3002\n <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n <span class=\"toggle-arrow\">\u25bc<\/span>\n <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n <span class=\"comment-author\">POSTAUTOPSY<\/span>\n <\/div>\n<div class=\"comment-content\">Roast your LinkedIn post. Autopsy it. Fix it. Repeat.<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi Folks!<\/p>\n<p>I built PostAutopsy because I was tired of guessing why my posts worked or flopped.<\/p>\n<\/p>\n<p>Every time something went viral, I couldn\u2019t explain why.<\/p>\n<p>Every time something didn\u2019t, I had no clue either<\/p>\n<p>So I built a tool that does what I wish existed it opens up your post and shows you what\u2019s really inside.<\/p>\n<p>I built it because I genuinely wanted it for myself.<br \/>Now I\u2019m just letting everyone else in.<\/p>\n<p>Go play with it, break it, and tell me 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>I have seen the impact personally. I have improved my writing, and improved my monthly impressions for little over 100,000 to over 400,000 now. Congrats on the launch!<\/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\/@thecommunityman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thecommunityman<\/a> Thanks, I’m glad that you see value and Cheers. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Just tested it out and I became a customer. As someone who writes on LinkedIn daily, this is a tool that’s going in my arsenal. <\/p>\n<p>As a con, I noticed that sometimes, some of the words can sound “ai” but the report, the insights I get, I can just send it to my clients. <\/p>\n<\/p>\n<p>Overall, its a polished product I recommend. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@superminnu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@superminnu<\/a> Thank you so much, will try fixing the con soon. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The name is very true. The tool bisects and dissects your writing into several pieces and give suggestions and an overall score. I have tried with my older posts to check if they score right! Go for it! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@sameer_z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sameer_z<\/a> Thank you for the compliment bro<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This tool is very cool. The UI is clean, the utility is “no-bullshit” style first. I have been following Arun for a while. He’s been consistent in posting on LinkedIn for 600+ days now. So, if anyone knows about what works on LinkedIn, it’s Arun! <\/p>\n<p>The features are good and the marketing effort is astounding. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@leonardselvaraja\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leonardselvaraja<\/a> Thanks a lot man, means a lot. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 love the autopsy I get of my post and I’m making my every post go through once or twice it.<\/p>\n<\/p>\n<p>My goal is get the score good.<\/p>\n<p>Note : I proud of the honest roast and you shall trust the roast.<\/p>\n<\/p>\n<p>Plus I love the legends feature on the pro version <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@sivakami\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sivakami<\/a> Thanks a lot! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! A tool that finally explains why a post works or flops feels incredibly useful for anyone creating content regularly.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\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\/4B55BRQMK25F77\" class=\"app-title\">Lynksurf<\/a><\/p>\n<div class=\"one-liner\">AI that boosts your LinkedIn engagement instantly<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">19<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>LynkSurf\u662f\u4e00\u6b3eAI\u9a71\u52a8\u7684Chrome\u6269\u5c55\uff0c\u901a\u8fc7\u5728LinkedIn\u9875\u9762\u5185\u76f4\u63a5\u63d0\u4f9b\u667a\u80fd\u5206\u6790\u4e0e\u5185\u5bb9\u751f\u6210\u529f\u80fd\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728LinkedIn\u4e0a\u8fdb\u884c\u7f51\u7edc\u4e92\u52a8\u65f6\u9700\u9891\u7e41\u5207\u6362\u6807\u7b7e\u9875\u3001\u6d41\u7a0b\u5272\u88c2\u7684\u4f4e\u6548\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\/142b99a8-1bbd-476c-8591-0930fac49511.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e3c19c6a-7906-4418-8014-a2a76d64572a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<div class=\"media-item-wrapper\">\n <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b636425e-a965-413e-b4fb-c248a35c21c5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p> <span class=\"tag\">Chrome Extensions<\/span><br \/>\n <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n <span class=\"tag\">LinkedIn<\/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\">Chrome\u6269\u5c55<\/span><br \/>\n <span class=\"tag\">LinkedIn\u52a9\u624b<\/span><br \/>\n <span class=\"tag\">\u667a\u80fd\u4e92\u52a8<\/span><br \/>\n <span class=\"tag\">\u5185\u5bb9\u751f\u6210<\/span><br \/>\n <span class=\"tag\">\u6f5c\u5728\u5ba2\u6237\u5206\u6790<\/span><br \/>\n <span class=\"tag\">\u6d4f\u89c8\u5668\u63d2\u4ef6<\/span><br \/>\n <span class=\"tag\">\u793e\u4ea4\u5a92\u4f53\u81ea\u52a8\u5316<\/span><br \/>\n <span class=\"tag\">\u65e0\u4e0a\u4e0b\u6587\u5207\u6362<\/span>\n <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u79ef\u6781\uff0c\u8ba4\u4e3a\u4ea7\u54c1\u80fd\u89e3\u51b3\u201c\u6807\u7b7e\u9875\u75b2\u52b3\u201d\u95ee\u9898\u3002\u4e3b\u8981\u6709\u6548\u8bc4\u8bba\u96c6\u4e2d\u5728\u4ea7\u54c1\u5b89\u5168\u6027\u8be2\u95ee\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u79f0\u6570\u636e\u672c\u5730\u5904\u7406\u3001\u4e0d\u5b58\u50a8\uff0c\u9690\u79c1\u6709\u4fdd\u969c\u3002\u5f00\u53d1\u8005\u79ef\u6781\u5bfb\u6c42\u529f\u80fd\u53cd\u9988\uff0c\u5982AI\u5199\u4f5c\u504f\u597d\uff08\u5b8c\u6574\u8349\u7a3f\u6216\u8981\u70b9\uff09\u53ca\u540e\u7eed\u529f\u80fd\u5f00\u53d1\u65b9\u5411\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 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\u7136\u800c\uff0c\u5176\u4ef7\u503c\u5929\u82b1\u677f\u4e5f\u6e05\u6670\u53ef\u89c1\u3002\u9996\u5148\uff0c\u4ea7\u54c1\u529f\u80fd\u6df1\u5ea6\u4f9d\u8d56LinkedIn\u7684\u754c\u9762\u7a33\u5b9a\u6027\uff0c\u540e\u8005\u4f5c\u4e3a\u5e73\u53f0\u65b9\u7684\u4efb\u4f55\u4e00\u6b21DOM\u66f4\u65b0\u90fd\u53ef\u80fd\u6210\u4e3a\u4ea7\u54c1\u7684\u7cfb\u7edf\u6027\u98ce\u9669\u3002\u5176\u6b21\uff0c\u5176\u6240\u89e3\u51b3\u7684\u201c\u4e92\u52a8\u6548\u7387\u201d\u95ee\u9898\uff0c\u53ef\u80fd\u50ac\u751f\u66f4\u540c\u8d28\u5316\u3001\u66f4\u201cAI\u5473\u201d\u7684\u7ad9\u5185\u5185\u5bb9\uff0c\u4ece\u5e73\u53f0\u751f\u6001\u89d2\u5ea6\u770b\uff0c\u8fd9\u53ef\u80fd\u4e0eLinkedIn\u9f13\u52b1\u201c\u771f\u5b9e\u4e92\u52a8\u201d\u7684\u957f\u671f\u76ee\u6807\u5b58\u5728\u6f5c\u5728\u51b2\u7a81\u3002\u5f53\u6240\u6709\u8ffd\u6c42\u6548\u7387\u7684\u7528\u6237\u90fd\u4f7f\u7528\u7c7b\u4f3c\u5de5\u5177\u65f6\uff0c\u4e2a\u6027\u5316\u7684\u201c\u4e2a\u6027\u5316\u6d88\u606f\u201d\u5c06\u518d\u5ea6\u6ca6\u4e3a\u65b0\u7684\u6a21\u677f\uff0c\u9677\u5165\u6548\u7387\u5185\u5377\u3002\n <\/p>\n<p class=\"ai-content\">\n \u4ece\u8bc4\u8bba\u4e2d\u5f00\u53d1\u8005\u5bf9\u6570\u636e\u5b89\u5168\u7684\u53ca\u65f6\u6f84\u6e05\u53ef\u4ee5\u770b\u51fa\uff0c\u56e2\u961f\u6df1\u77e5\u6b64\u7c7b\u5de5\u5177\u7684\u654f\u611f\u4e4b\u5904\u3002\u4f46\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\uff0c\u5982\u4f55\u8d85\u8d8a\u201c\u66f4\u5feb\u751f\u6210\u8bc4\u8bba\u548c\u8fde\u63a5\u8bf7\u6c42\u201d\u7684\u6d45\u5c42\u81ea\u52a8\u5316\uff0c\u5411\u201c\u57fa\u4e8e\u5173\u7cfb\u548c\u5185\u5bb9\u7684\u6df1\u5ea6\u667a\u80fd\u7b56\u7565\u5efa\u8bae\u201d\u6f14\u8fdb\uff0c\u4f8b\u5982\u771f\u6b63\u7406\u89e3\u884c\u4e1a\u7f51\u7edc\u52a8\u6001\u3001\u63d0\u4f9b\u8fde\u63a5\u65f6\u673a\u4e0e\u8bdd\u9898\u5efa\u8bae\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u53e6\u4e00\u4e2a\u5728\u7ea2\u6d77\u4e2d\u7528\u5fae\u521b\u65b0\u640f\u6740\u7684\u5de5\u5177\uff0c\u96be\u4ee5\u5efa\u7acb\u6301\u4e45\u58c1\u5792\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\uff0c\u4e0d\u5728\u4e8e\u201c\u514d\u5207\u6362\u201d\uff0c\u800c\u5728\u4e8e\u80fd\u5426\u6210\u4e3a\u7528\u6237\u5728LinkedIn\u4e0a\u8fdb\u884c\u6218\u7565\u5173\u7cfb\u7ba1\u7406\u7684\u667a\u80fd\u526f\u8111\uff0c\u800c\u975e\u4ec5\u4ec5\u662f\u4e00\u4e2a\u66f4\u5feb\u7684\u6253\u5b57\u673a\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\">Lynksurf<\/span>\n <\/div>\n<div class=\"comment-content\">LynkSurf is an AI-powered Chrome extension that transforms LinkedIn into a smart, context-aware workspace. It analyzes profiles, drafts comments, enhances posts, and creates personalized connection messages \u2014 all directly inside LinkedIn. No tab switching. No copy-paste. Just fast, intelligent engagement<\/div>\n<\/p><\/div>\n<p> <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey everyone! \ud83d\udc4b Varad here \u2014 one of the makers of LynkSurf.<\/p>\n<p>Excited to share what we\u2019ve built! \ud83d\ude80<\/p>\n<p>LynkSurf started from a simple frustration: LinkedIn engagement takes too long, and switching between AI tools breaks the flow.<\/p>\n<p>So, we built an AI layer that works directly inside the LinkedIn interface. No more tab switching.<\/p>\n<p>With LynkSurf, you can: \u270d\ufe0f Draft contextual comments instantly \ud83d\udd0d Analyze profiles in seconds to screen leads \u2728 Enhance posts with one click \ud83e\udd1d Generate personalized connection requests<\/p>\n<p>Our vision is to make LinkedIn engagement faster, smarter, and fully powered by on-page AI.<\/p>\n<p>\ud83d\udc47 We\u2019d love your feedback on our roadmap. Which feature should we build next? 1\ufe0f\u20e3 Advanced messaging workflows 2\ufe0f\u20e3 Deeper profile insights 3\ufe0f\u20e3 AI-based engagement suggestions<\/p>\n<p>Happy to answer any questions! Thanks for checking us out.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hi everyone! \ud83d\ude80 Jayraj here, one of the makers behind LynkSurf.<\/p>\n<p>It\u2019s been a crazy 30-day journey from our Hackathon idea to this launch. I primarily worked on the website and ensuring the extension stability across different devices.<\/p>\n<p>We really wanted to solve the “tab fatigue” issue without making the browser laggy.<\/p>\n<p>Hope you find it useful! If you have any feedback on the onboarding flow or the site, I’m all ears. \ud83d\udc42<\/p>\n<p>Cheers!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt! \ud83d\udc4b Abhinav here (Maker & Dev).<\/p>\n<p>You might know me from my previous project, <a href=\"https:\/\/www.producthunt.com\/products\/code-youtube\" target=\"_blank\" rel=\"noopener\"><strong>CodeYoutube<\/strong><\/a>. I have a bit of an obsession with fixing broken UX on the platforms I use daily. \ud83d\ude05<\/p>\n<p>The idea for <strong>LynkSurf<\/strong> came from a personal frustration during our Hackathon: I realized I was spending more time Command+Tabing between ChatGPT and LinkedIn than actually engaging with people. It felt disjointed.<\/p>\n<p>So, we built a solution that lives directly inside the LinkedIn DOM.<\/p>\n<p><strong>The Tech Challenge:<\/strong> As many devs know, overlaying UI on a dynamic site like LinkedIn without breaking the experience (or causing lag) is tricky. We worked hard to make sure the Profile Analyzer and Comment Drafter feel native and instant.<\/p>\n<p>I\u2019m hanging out here all day to answer questions!<\/p>\n<p><strong>Quick question for the community:<\/strong> When using AI for writing, do you prefer it to draft the <em>whole<\/em> message for you, or just give you bullet points? We’re trying to perfect that balance. \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>4<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>All the best, amazing 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\/@aditya_mohanty\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aditya_mohanty<\/a> Thanks Sir<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>0<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/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 it safe? E.g. do you store data and have access to it? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>3<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a> Hi there! \ud83d\udc4b Great question. As the developer, I can confirm that <strong>we do not store your LinkedIn data.<\/strong><\/p>\n<p>Here is how the architecture works:<\/p>\n<ol>\n<li>\n<p><strong>Local Processing:<\/strong> The extension operates locally on your browser.<\/p>\n<\/li>\n<li>\n<p><strong>Stateless AI:<\/strong> When you use a feature (like the Comment Drafter), the text is sent to our AI model solely for processing and is discarded immediately after the response is generated. We do not save your messages, profiles you visit, or your browsing history in any database.<\/p>\n<\/li>\n<li>\n<p><strong>Permissions:<\/strong> We only access the DOM when you explicitly interact with the extension.<\/p>\n<\/li>\n<\/ol>\n<p>Your privacy is our priority.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>1<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! \ud83d\udc4b Aryan here \u2014 part of the team behind LynkSurf.<\/p>\n<p>Super excited to finally share what we\u2019ve been building over the past month! \ud83d\ude80<br \/>\nMy focus during this journey was making sure our AI features feel smooth, fast, and genuinely helpful right inside the LinkedIn interface.<\/p>\n<p>The idea was simple:<br \/>\nStop wasting time switching tabs. Start engaging instantly.<\/p>\n<p>With LynkSurf, we wanted an AI layer that doesn\u2019t interrupt your workflow. Instead, it works with you \u2014 analyzing posts, drafting comments, enhancing content, and helping you understand profiles in seconds.<\/p>\n<p>Some of my favorite parts we worked on:<br \/>\n\u2728 Context-aware post enhancer<br \/>\n\ud83e\udd16 Smart, on-page comment suggestions<br \/>\n\ud83d\udd0d Fast profile insights without leaving LinkedIn<br \/>\n\ud83d\udcac Personalized connection requests<\/p>\n<p>Seeing it all come together from a hackathon prototype to today\u2019s launch has been surreal.<\/p>\n<p>We\u2019d love to know from the PH community:<br \/>\nWhat\u2019s one LinkedIn task you wish AI could automate next?<\/p>\n<p>Thanks for checking us out \u2014 excited to hear your thoughts! \ud83d\ude4c\ud83d\ude80<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n <span>\u25b2<\/span><br \/>\n <span>2<\/span>\n <\/div>\n<p> <span>\u56de\u590d<\/span>\n <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<\/div>\n<p><!-- 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2025-12-12 PH\u70ed\u699c | 2025-12-12 #1 Gemin 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