{"id":182,"date":"2026-04-05T11:42:34","date_gmt":"2026-04-05T03:42:34","guid":{"rendered":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/05\/2026-04-04\/"},"modified":"2026-04-05T11:42:34","modified_gmt":"2026-04-05T03:42:34","slug":"2026-04-04","status":"publish","type":"post","link":"https:\/\/ph.listeningo.cn\/index.php\/2026\/04\/05\/2026-04-04\/","title":{"rendered":"PH\u70ed\u699c | 2026-04-04"},"content":{"rendered":"<p><!DOCTYPE html><br \/>\n<html lang=\"zh-CN\"><br \/>\n<head><br \/>\n    <meta charset=\"UTF-8\"><br \/>\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\"><br \/>\n    <title>Product Hunt \u6bcf\u65e5\u70ed\u699c 2026-04-04<\/title><\/p>\n<style>\n        \/* --- \u5168\u5c40\u91cd\u7f6e\u4e0e\u5b57\u4f53 --- *\/\n        :root {\n            --ph-orange: #FF6154;\n            --text-main: #21293C;\n            --text-secondary: #4B587C;\n            --bg-ai: #F7F7F9;\n            --border-color: #E6E6E6;\n        }<\/p>\n<p>        body {\n            font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif;\n            color: var(--text-main);\n            background-color: #ffffff;\n            line-height: 1.6;\n            margin: 0;\n            padding: 20px;\n        }<\/p>\n<p>        .container {\n            max-width: 800px;\n            margin: 0 auto;\n        }<\/p>\n<p>        \/* --- \u5361\u7247\u6837\u5f0f --- *\/\n        .app-card {\n            border-bottom: 1px solid var(--border-color);\n            padding-bottom: 40px;\n            margin-bottom: 40px;\n        }<\/p>\n<p>        \/* --- 1. \u5934\u90e8\u533a\u57df --- *\/\n        .app-header {\n            display: flex;\n            align-items: flex-start;\n            gap: 16px;\n            margin-bottom: 20px;\n        }<\/p>\n<p>        .rank {\n            font-size: 24px;\n            font-weight: 300;\n            color: #999;\n            min-width: 30px;\n            padding-top: 4px;\n        }<\/p>\n<p>        .title-group {\n            flex: 1;\n        }<\/p>\n<p>        .app-title {\n            font-size: 24px;\n            font-weight: 800;\n            margin: 0 0 4px 0;\n            color: var(--text-main);\n            text-decoration: none;\n            display: inline-block;\n        }<\/p>\n<p>        .app-title:hover {\n            color: var(--ph-orange);\n            text-decoration: underline;\n        }<\/p>\n<p>        .vote-btn {\n            display: flex;\n            flex-direction: column;\n            align-items: center;\n            justify-content: center;\n            border: 1px solid var(--border-color);\n            border-radius: 8px;\n            padding: 8px 12px;\n            background: #fff;\n            min-width: 60px;\n            box-shadow: 0 1px 2px rgba(0,0,0,0.05);\n        }<\/p>\n<p>        .vote-arrow {\n            color: var(--ph-orange);\n            font-size: 14px;\n            margin-bottom: -2px;\n        }<\/p>\n<p>        .vote-count {\n            font-weight: 600;\n            font-size: 14px;\n        }<\/p>\n<p>        \/* --- 2. \u5347\u7ea7\u7248\u5a92\u4f53\u753b\u5eca (\u5173\u952e\u4fee\u6539) --- *\/\n        .media-gallery {\n            display: flex;\n            gap: 16px;\n            overflow-x: auto; \/* \u5141\u8bb8\u6a2a\u5411\u6eda\u52a8 *\/\n            padding-bottom: 16px; \/* \u7559\u51fa\u6eda\u52a8\u7a7a\u95f4 *\/\n            scroll-snap-type: x mandatory; \/* \u6eda\u52a8\u5438\u9644\u6548\u679c *\/\n            -webkit-overflow-scrolling: touch; \/* iOS \u5e73\u6ed1\u6eda\u52a8 *\/\n            margin-bottom: 20px;<\/p>\n<p>            \/* \u9690\u85cf\u9ed8\u8ba4\u6eda\u52a8\u6761\u4f46\u4fdd\u7559\u529f\u80fd (Firefox) *\/\n            scrollbar-width: thin;\n            scrollbar-color: #ddd transparent;\n        }<\/p>\n<p>        \/* Webkit \u6eda\u52a8\u6761\u6837\u5f0f\u4f18\u5316 *\/\n        .media-gallery::-webkit-scrollbar {\n            height: 6px;\n        }\n        .media-gallery::-webkit-scrollbar-track {\n            background: transparent;\n        }\n        .media-gallery::-webkit-scrollbar-thumb {\n            background-color: #eee;\n            border-radius: 10px;\n        }<\/p>\n<p>        .media-item-wrapper {\n            flex: 0 0 auto; \/* \u9632\u6b62\u88ab\u538b\u7f29 *\/\n            width: 80%;     \/* \u79fb\u52a8\u7aef\u9ed8\u8ba4\u9732\u51fa\u4e00\u70b9\u4e0b\u4e00\u5f20\uff0c\u63d0\u793a\u53ef\u6ed1\u52a8 *\/\n            max-width: 500px; \/* \u684c\u9762\u7aef\u6700\u5927\u5bbd\u5ea6 *\/\n            aspect-ratio: 16\/9; \/* \u7edf\u4e00\u6bd4\u4f8b *\/<\/p>\n<p>            position: relative;\n            border-radius: 12px;\n            overflow: hidden;\n            border: 1px solid rgba(0,0,0,0.08);\n            background-color: #f5f5f5;\n            scroll-snap-align: center; \/* \u6eda\u52a8\u505c\u6b62\u65f6\u5c45\u4e2d *\/\n        }<\/p>\n<p>        .media-content {\n            width: 100%;\n            height: 100%;\n            object-fit: cover; \/* \u586b\u5145\u5bb9\u5668 *\/\n            display: block;\n            cursor: pointer;\n        }<\/p>\n<p>        \/* \u89c6\u9891\u6807\u7b7e\u7279\u6b8a\u5904\u7406 *\/\n        video.media-content {\n            background-color: #000;\n            cursor: pointer;\n        }<\/p>\n<p>        \/* \u5982\u679c\u53ea\u67091\u4e2a\u5a92\u4f53\uff0c\u4e0d\u8981\u6eda\u52a8\uff0c\u4e14\u5bbd\u5ea6\u81ea\u9002\u5e94 *\/\n        .media-gallery.single-item .media-item-wrapper {\n            width: 100%;\n            max-width: 100%;\n        }<\/p>\n<p>        \/* --- 3. \u63cf\u8ff0\u4e0e\u6807\u7b7e --- *\/\n        .one-liner {\n            font-size: 18px;\n            color: var(--text-secondary);\n            margin-bottom: 12px;\n            font-weight: 500;\n        }<\/p>\n<p>        .tags-container {\n            display: flex;\n            flex-wrap: wrap;\n            gap: 8px;\n            margin-bottom: 24px;\n        }<\/p>\n<p>        .tag {\n            font-size: 12px;\n            color: var(--text-secondary);\n            background-color: #F2F2F2;\n            padding: 4px 10px;\n            border-radius: 20px;\n            font-weight: 600;\n            text-transform: uppercase;\n        }<\/p>\n<p>        \/* --- 4. AI \u6458\u8981\u533a --- *\/\n        .ai-section {\n            background-color: var(--bg-ai);\n            border-radius: 12px;\n            padding: 20px;\n            margin-bottom: 20px;\n            border-left: 4px solid var(--ph-orange);\n        }<\/p>\n<p>        .ai-title {\n            font-size: 14px;\n            font-weight: 700;\n            color: var(--text-main);\n            margin: 0 0 12px 0;\n            display: flex;\n            align-items: center;\n            gap: 6px;\n        }<\/p>\n<p>        .ai-content {\n            font-size: 15px;\n            color: #333;\n            margin-bottom: 0;\n            line-height: 1.7;\n        }<\/p>\n<p>        \/* --- 5. \u8bc4\u8bba\u533a --- *\/\n        .reviews-section {\n            margin-top: 10px;\n        }<\/p>\n<p>        .review-item {\n            display: flex;\n            gap: 10px;\n            margin-bottom: 12px;\n            font-size: 14px;\n        }<\/p>\n<p>        .review-avatar {\n            font-size: 18px;\n            margin-top: 2px;\n            min-width: 24px;\n        }<\/p>\n<p>        .review-bubble {\n            background: #fff;\n            border: 1px solid var(--border-color);\n            padding: 8px 12px;\n            border-radius: 0 12px 12px 12px;\n            color: var(--text-secondary);\n            line-height: 1.5;\n        }<\/p>\n<p>        .review-author {\n            font-weight: 700;\n            color: var(--text-main);\n            margin-right: 4px;\n            font-style: normal;\n        }<\/p>\n<p>        .comments-section {\n            margin-top: 30px;\n            border-top: 1px solid var(--border-color);\n            padding-top: 20px;\n        }<\/p>\n<p>        .comments-toggle {\n            background-color: #f8f9fa;\n            border: 1px solid var(--border-color);\n            border-radius: 8px;\n            padding: 12px 20px;\n            cursor: pointer;\n            display: flex;\n            justify-content: space-between;\n            align-items: center;\n            width: 100%;\n            font-size: 14px;\n            font-weight: 600;\n            color: var(--text-main);\n            transition: all 0.3s ease;\n        }<\/p>\n<p>        .comments-toggle:hover {\n            background-color: #e9ecef;\n        }<\/p>\n<p>        .comments-toggle .toggle-arrow {\n            font-size: 18px;\n            transition: transform 0.3s ease;\n        }<\/p>\n<p>        .comments-toggle.open .toggle-arrow {\n            transform: rotate(180deg);\n        }<\/p>\n<p>        .comments-container {\n            max-height: 0;\n            overflow: hidden;\n            transition: max-height 0.5s ease;\n            margin-top: 15px;\n        }<\/p>\n<p>        .comments-container.open {\n            max-height: 800px;\n            overflow: auto;\n        }<\/p>\n<p>        .comment-item {\n            background-color: #fff;\n            border: 1px solid var(--border-color);\n            border-radius: 8px;\n            padding: 16px;\n            margin-bottom: 12px;\n            font-size: 14px;\n        }<\/p>\n<p>        .comment-header {\n            display: flex;\n            justify-content: space-between;\n            align-items: flex-start;\n            margin-bottom: 8px;\n        }<\/p>\n<p>        .comment-author {\n            font-weight: 600;\n            color: var(--text-main);\n            margin-right: 8px;\n        }<\/p>\n<p>        .comment-content {\n            color: var(--text-secondary);\n            line-height: 1.5;\n            margin-bottom: 10px;\n            word-break: break-word;\n            word-wrap: break-word;\n            overflow-wrap: anywhere;\n            white-space: normal;\n        }<\/p>\n<p>        .comment-content p {\n            margin: 0;\n            word-break: break-word;\n            word-wrap: break-word;\n            overflow-wrap: anywhere;\n            white-space: normal;\n        }<\/p>\n<p>        \/* \u4f18\u5316\u8868\u60c5\u7b26\u53f7\u663e\u793a *\/\n       .emoji {\n            display: inline;\n            max-width: 15px;\n            overflow-wrap: normal;\n        }<\/p>\n<p>        .comment-actions {\n            display: flex;\n            align-items: center;\n            gap: 16px;\n            font-size: 12px;\n            color: var(--text-secondary);\n        }<\/p>\n<p>        .comment-vote {\n            display: flex;\n            align-items: center;\n            gap: 4px;\n            cursor: pointer;\n        }<\/p>\n<p>        .comment-replies {\n            margin-top: 12px;\n            margin-left: 20px;\n            padding-left: 12px;\n            border-left: 2px solid var(--border-color);\n        }<\/p>\n<p>        .reply-item {\n            background-color: #f8f9fa;\n            border: 1px solid var(--border-color);\n            border-radius: 6px;\n            padding: 12px;\n            margin-bottom: 8px;\n            font-size: 13px;\n        }<\/p>\n<p>        .reply-content {\n            color: var(--text-secondary);\n            line-height: 1.4;\n            margin-bottom: 6px;\n        }<\/p>\n<p>        \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n        @media (min-width: 600px) {\n            .media-item-wrapper {\n                width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n                scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n            }\n        }<\/p>\n<p>        \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n        @media (max-width: 599px) {\n            \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n            .modal-content {\n                max-width: 95%;\n                max-height: 85vh;\n                margin: 10vh auto;\n            }<\/p>\n<p>            .close {\n                top: 10px;\n                right: 20px;\n                font-size: 30px;\n                \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n                padding: 15px;\n            }<\/p>\n<p>            \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n            .play-icon {\n                width: 60px;\n                height: 60px;\n                font-size: 18px;\n            }<\/p>\n<p>            \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n            .media-content {\n                object-fit: cover;\n            }\n        }<\/p>\n<p>        \/* --- \u56fe\u7247\u653e\u5927\u6a21\u6001\u6846\u6837\u5f0f --- *\/\n        .modal {\n            display: none;\n            position: fixed;\n            z-index: 1000;\n            left: 0;\n            top: 0;\n            width: 100%;\n            height: 100%;\n            background-color: rgba(0, 0, 0, 0.9);\n            overflow: auto;\n            transition: opacity 0.3s ease;\n        }<\/p>\n<p>        .modal-content {\n            display: block;\n            max-width: 90%;\n            max-height: 90vh;\n            margin: 5vh auto;\n            object-fit: contain;\n            animation: zoom 0.3s;\n        }<\/p>\n<p>        @keyframes zoom {\n            from {transform: scale(0.8); opacity: 0;}\n            to {transform: scale(1); opacity: 1;}\n        }<\/p>\n<p>        .close {\n            position: absolute;\n            top: 20px;\n            right: 35px;\n            color: #fff;\n            font-size: 40px;\n            font-weight: bold;\n            transition: 0.3s;\n            cursor: pointer;\n            \/* \u6dfb\u52a0\u89e6\u63a7\u4f18\u5316 *\/\n            padding: 10px;\n            line-height: 1;\n            user-select: none;\n            -webkit-user-select: none;\n        }<\/p>\n<p>        .close:hover,\n        .close:focus {\n            color: #bbb;\n            text-decoration: none;\n        }<\/p>\n<p>        \/* \u89c6\u9891\u70b9\u51fb\u63d0\u793a\u6837\u5f0f *\/\n        .video-overlay {\n            position: absolute;\n            top: 0;\n            left: 0;\n            width: 100%;\n            height: 100%;\n            display: flex;\n            align-items: center;\n            justify-content: center;\n            background-color: rgba(0, 0, 0, 0.2);\n            opacity: 0;\n            transition: opacity 0.3s ease;\n            \/* \u89e6\u63a7\u4f18\u5316 *\/\n            touch-action: manipulation;\n            cursor: pointer;\n        }<\/p>\n<p>        .media-item-wrapper:hover .video-overlay {\n            opacity: 1;\n        }<\/p>\n<p>        \/* \u4e3a\u89e6\u6478\u8bbe\u5907\u6dfb\u52a0\u89e6\u6478\u6548\u679c *\/\n        .media-item-wrapper:active .video-overlay {\n            opacity: 0.8;\n        }<\/p>\n<p>        .play-icon {\n            width: 80px;\n            height: 80px;\n            background-color: rgba(255, 255, 255, 0.9);\n            border-radius: 50%;\n            display: flex;\n            align-items: center;\n            justify-content: center;\n            color: var(--ph-orange);\n            font-size: 24px;\n            font-weight: bold;\n            \/* \u89e6\u63a7\u4f18\u5316 *\/\n            user-select: none;\n            -webkit-user-select: none;\n        }<\/p>\n<p>        \/* --- \u54cd\u5e94\u5f0f\u5fae\u8c03 --- *\/\n        @media (min-width: 600px) {\n            .media-item-wrapper {\n                width: 60%; \/* \u684c\u9762\u7aef\u7a0d\u5fae\u7a84\u4e00\u70b9\uff0c\u5c55\u793a\u66f4\u591a\u5f20 *\/\n                scroll-snap-align: start; \/* \u684c\u9762\u7aef\u9760\u5de6\u5bf9\u9f50 *\/\n            }\n        }<\/p>\n<p>        \/* \u79fb\u52a8\u8bbe\u5907\u54cd\u5e94\u5f0f\u4f18\u5316 *\/\n        @media (max-width: 599px) {\n            \/* \u6a21\u6001\u6846\u4f18\u5316 *\/\n            .modal-content {\n                max-width: 95%;\n                max-height: 85vh;\n                margin: 10vh auto;\n            }<\/p>\n<p>            .close {\n                top: 10px;\n                right: 20px;\n                font-size: 30px;\n                \/* \u589e\u5927\u70b9\u51fb\u533a\u57df *\/\n                padding: 15px;\n            }<\/p>\n<p>            \/* \u89c6\u9891\u64ad\u653e\u56fe\u6807\u4f18\u5316 *\/\n            .play-icon {\n                width: 60px;\n                height: 60px;\n                font-size: 18px;\n            }<\/p>\n<p>            \/* \u786e\u4fdd\u5a92\u4f53\u5185\u5bb9\u5728\u5c0f\u5c4f\u5e55\u4e0a\u6b63\u786e\u663e\u793a *\/\n            .media-content {\n                object-fit: cover;\n            }\n        }\n    <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<div class=\"container\">\n<h1 style=\"text-align:center; margin-bottom:40px; font-weight:900;\">PH\u70ed\u699c | 2026-04-04<\/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\/2QYNCQG3J5VAV3\" class=\"app-title\">Google Vids 2.0<\/a><\/p>\n<div class=\"one-liner\">Create, edit and share videos at no cost w\/ new AI features<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">355<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Google Vids 2.0\u662f\u4e00\u6b3e\u96c6\u6210AI\u89c6\u9891\u751f\u6210\u3001\u7f16\u8f91\u4e0e\u5206\u4eab\u7684\u514d\u8d39\u5de5\u5177\uff0c\u901a\u8fc7\u6587\u672c\u6216\u56fe\u7247\u751f\u6210\u9ad8\u8d28\u91cf\u89c6\u9891\u3001\u521b\u5efa\u5b9a\u5236\u97f3\u4e50\u4e0e\u6570\u5b57\u4eba\uff0c\u89e3\u51b3\u4e86\u975e\u4e13\u4e1a\u7528\u6237\u5728\u8425\u9500\u3001\u6559\u80b2\u3001\u793e\u4ea4\u7b49\u573a\u666f\u4e0b\u5236\u4f5c\u9ad8\u8d28\u91cf\u89c6\u9891\u5185\u5bb9\u95e8\u69db\u9ad8\u3001\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                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/557b36ac-5063-4edb-ab6a-bfe8fbfa3af5.octet-stream?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/bc32e5f5-adae-4359-bd73-7842e18290be.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a465794a-1db5-4615-9a0d-b4702eeea1ff.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\/c622c159-43eb-4917-8e94-41c5a9e800a0.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\/bee07335-be31-44db-9c3a-f1f7cecdcdb0.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\/6ef39233-4016-4bed-b585-367874f90dcf.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\/c2c1fe23-b276-4496-acfa-33776c64a093.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\/75ae6403-e78e-4b4e-98bc-2ae870289bfd.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/ta9Lwbk69zM\"><source src=\"https:\/\/youtu.be\/ta9Lwbk69zM\" 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\">Artificial Intelligence<\/span><br \/>\n            <span class=\"tag\">Video<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u89c6\u9891\u751f\u6210<\/span><br \/>\n            <span class=\"tag\">\u89c6\u9891\u7f16\u8f91<\/span><br \/>\n            <span class=\"tag\">\u5185\u5bb9\u521b\u4f5c<\/span><br \/>\n            <span class=\"tag\">\u8c37\u6b4cWorkspace\u96c6\u6210<\/span><br \/>\n            <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u6570\u5b57\u4eba<\/span><br \/>\n            <span class=\"tag\">\u5b9a\u5236\u97f3\u4e50<\/span><br \/>\n            <span class=\"tag\">\u8425\u9500\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u751f\u4ea7\u529b\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u591a\u6a21\u6001AI<\/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\u5173\u6ce8AI\u529f\u80fd\u7684\u5b9e\u7528\u6027\u4e0e\u9650\u5236\u3002\u4e3b\u8981\u53cd\u9988\u5305\u62ec\uff1a\u80af\u5b9a\u5176\u514d\u8d39\u3001\u96c6\u6210\u5316\u4f18\u52bf\uff1b\u8be2\u95eeAI\u6570\u5b57\u4eba\u5728B2B\u573a\u666f\u4e2d\u5982\u4f55\u4fdd\u6301\u54c1\u724c\u4e00\u81f4\u6027\uff1b\u63a2\u8ba8\u81ea\u5b9a\u4e49\u97f3\u4e50\u662f\u81ea\u52a8\u5339\u914d\u8fd8\u662f\u624b\u52a8\u9009\u62e9\uff1b\u8d28\u7591\u514d\u8d39\u989d\u5ea6\uff08\u7ea610\u6761\/\u6708\uff09\u662f\u5426\u8db3\u591f\uff1b\u5e76\u4e0e\u5176\u5b83\u6602\u8d35\u6216\u529f\u80fd\u6709\u9650\u7684\u5de5\u5177\u8fdb\u884c\u5bf9\u6bd4\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 Vids 2.0\u7684\u53d1\u5e03\uff0c\u8fdc\u4e0d\u6b62\u662f\u4e00\u6b21\u529f\u80fd\u8fed\u4ee3\uff0c\u800c\u662f\u8c37\u6b4c\u5c06\u5176\u5206\u6563\u7684AI\u80fd\u529b\uff08Veo\u3001Lyria\u3001Gemini\uff09\u8fdb\u884c\u201c\u5de5\u4f5c\u6d41\u7ea7\u201d\u6574\u5408\u7684\u4e00\u6b21\u5173\u952e\u843d\u5b50\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u67d0\u4e2a\u5355\u9879\u6280\u672f\u9886\u5148\uff0c\u800c\u5728\u4e8e\u8bd5\u56fe\u7528\u201c\u514d\u8d39+\u751f\u6001\u7ed1\u5b9a\u201d\u7b56\u7565\uff0c\u91cd\u65b0\u5b9a\u4e49\u5927\u4f17\u89c6\u9891\u521b\u4f5c\u7684\u751f\u4ea7\u5173\u7cfb\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u8868\u9762\u770b\uff0c\u5b83\u7528\u201c\u514d\u8d39\u201d\u548c\u201c\u964d\u4f4e\u95e8\u69db\u201d\u5438\u5f15\u521b\u4f5c\u8005\u3001\u6559\u80b2\u8005\u3001\u5c0f\u4f01\u4e1a\u4e3b\u7b49\u957f\u5c3e\u7528\u6237\uff0c\u76f4\u51fb\u4f20\u7edf\u89c6\u9891\u5de5\u5177\u6602\u8d35\u590d\u6742\u7684\u75db\u70b9\u3002\u4f46\u6df1\u5c42\u903b\u8f91\u662f\uff0c\u8c37\u6b4c\u6b63\u5c06AI\u89c6\u9891\u751f\u6210\u4ece\u201c\u6280\u672f\u6f14\u793a\u201d\u63a8\u5411\u201c\u89c4\u6a21\u5316\u5e94\u7528\u201d\u3002\u901a\u8fc7\u8bbe\u5b9a\u514d\u8d39\u989d\u5ea6\uff08\u5b9e\u4e3a\u5f15\u6d41\u548c\u57f9\u517b\u4e60\u60ef\uff09\u4e0e\u9ad8\u9636\u8ba2\u9605\u6346\u7ed1\uff08Google AI Ultra\uff09\uff0c\u5b83\u6784\u5efa\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u7528\u6237\u8f6c\u5316\u6f0f\u6597\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u4e0eChrome\u3001YouTube\u53caWorkspace\u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u5f62\u6210\u4e86\u4ece\u521b\u4f5c\u3001\u5f55\u5236\u5230\u5206\u53d1\u7684\u95ed\u73af\uff0c\u8fd9\u8fdc\u975e\u72ec\u7acbAI\u89c6\u9891\u5de5\u5177\u53ef\u6bd4\u3002\u7528\u6237\u88ab\u9501\u5b9a\u7684\u4e0d\u4ec5\u662f\u5de5\u5177\uff0c\u66f4\u662f\u6574\u4e2a\u8c37\u6b4c\u751f\u6001\u7684\u5de5\u4f5c\u6d41\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u9762\u4e34\u7684\u77db\u76fe\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u989d\u5ea6\u9650\u5236\u201d\u548c\u201c\u54c1\u724c\u4e00\u81f4\u6027\u201d\u7684\u7591\u95ee\uff0c\u6070\u6070\u70b9\u51fa\u4e86\u5f53\u524dAI\u751f\u6210\u5185\u5bb9\u7684\u963f\u5580\u7409\u65af\u4e4b\u8e35\uff1a\u5728\u8ffd\u6c42\u201c\u89c4\u6a21\u5316\u201d\u751f\u6210\u7684\u540c\u65f6\uff0c\u5982\u4f55\u4fdd\u8bc1\u5185\u5bb9\u7684\u72ec\u7279\u54c1\u8d28\u4e0e\u54c1\u724c\u8c03\u6027\uff1fAI\u751f\u6210\u7684\u97f3\u4e50\u548c\u6570\u5b57\u4eba\u80fd\u5426\u771f\u6b63\u6446\u8131\u201c\u5851\u6599\u611f\u201d\uff0c\u6ee1\u8db3B2B\u7b49\u4e13\u4e1a\u573a\u666f\u7684\u9700\u6c42\uff1f\u8fd9\u4ecd\u662f\u672a\u77e5\u6570\u3002\u6b64\u5916\uff0c\u8c37\u6b4c\u6b64\u4e3e\u65e0\u7591\u5c06\u5bf9Canva\u3001CapCut\u4e43\u81f3Adobe\u7b49\u9020\u6210\u538b\u529b\uff0c\u4f46\u81ea\u8eab\u4e5f\u53ef\u80fd\u9677\u5165\u4e0e\u5185\u90e8\u4ea7\u54c1\uff08\u5982YouTube Create\uff09\u7684\u5b9a\u4f4d\u91cd\u53e0\u4e0e\u8d44\u6e90\u5185\u8017\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u603b\u800c\u8a00\u4e4b\uff0cVids 2.0\u6807\u5fd7\u7740AI\u89c6\u9891\u7ade\u4e89\u5df2\u4ece\u6a21\u578b\u80fd\u529b\u6bd4\u62fc\uff0c\u8fdb\u5165\u751f\u6001\u6574\u5408\u4e0e\u5de5\u4f5c\u6d41\u91cd\u5851\u7684\u65b0\u9636\u6bb5\u3002\u5b83\u7684\u5a01\u80c1\u4e0d\u5728\u4e8e\u505a\u51fa\u4e86\u591a\u4e48\u60ca\u8273\u7684\u89c6\u9891\uff0c\u800c\u5728\u4e8e\u8ba9\u89c6\u9891\u5236\u4f5c\u53d8\u5f97\u50cf\u7f16\u8f91\u6587\u6863\u4e00\u6837\u5e73\u5e38\u4e14\u6df1\u5165\u8c37\u6b4c\u751f\u6001\u8179\u5730\u3002\u4f46\u5176\u6210\u529f\u4e0e\u5426\uff0c\u6700\u7ec8\u5c06\u53d6\u51b3\u4e8eAI\u751f\u6210\u5185\u5bb9\u7684\u8d28\u91cf\u5929\u82b1\u677f\uff0c\u4ee5\u53ca\u7528\u6237\u662f\u5426\u613f\u610f\u4e3a\u66f4\u4e13\u4e1a\u7684\u201c\u4e00\u81f4\u6027\u201d\u548c\u201c\u989d\u5ea6\u201d\u4ed8\u8d39\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 Vids 2.0<\/span>\n                <\/div>\n<div class=\"comment-content\">Create on-brand videos at scale with Google Vids, powered by Lyria 3 and Veo 3.1. Generate high-quality videos for free, add custom music, use avatars, and streamline workflows with Gemini across Workspace apps, all with powerful new AI capabilities.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Google Vids just leveled up video creation with major new features!<\/p>\n<\/p>\n<p>It is Google&#8217;s intuitive video editing suite that solves the complexity of creating high-quality videos by letting anyone generate clips from prompts or photos , now with AI-powered video generation (Veo 3.1), custom music (Lyria 3), and fully customizable AI avatars.<\/p>\n<\/p>\n<p>What makes it stand out is the combo of free, built-in video generation plus tightly integrated tools: Lyria 3 custom music, AI avatars, a Chrome screen recorder, and direct YouTube publishing, all inside your Google ecosystem. <\/p>\n<p><strong>Key features<\/strong>:<\/p>\n<ul>\n<li>\n<p>High-quality video generation from text or images using Veo 3.1, free for all Google accounts with a monthly quota. <\/p>\n<\/li>\n<li>\n<p>Custom music tracks with Lyria 3 \/ Lyria 3 Pro for Google AI Pro and Ultra subscribers, so your videos get original soundtracks that match the mood. <\/p>\n<\/li>\n<li>\n<p>Directable AI avatars you can place into scenes, interact with props, and fully customize in look, outfits, and backgrounds while keeping a consistent face and voice. <\/p>\n<\/li>\n<li>\n<p>A <a href=\"https:\/\/chromewebstore.google.com\/detail\/google-vids-screen-record\/iklnnbgdcppplombffihcijanngoeifm?ref=producthunt\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google Vids Screen Recorder Chrome extension<\/a> to capture your screen and camera from anywhere on the web, plus one-click publishing straight to YouTube with private-by-default uploads. <\/p>\n<\/li>\n<li>\n<p>Higher limits for Google AI Ultra and Workspace AI Ultra accounts, with up to 1,000 Veo videos per month for power users.<\/p>\n<\/li>\n<\/ul>\n<p>It\u2019s ideal for creators, educators, marketers, side\u2011hustlers, and everyday users who want quick tutorials, social clips, birthday montages, travel vlogs, product promos, or internal explainers without learning pro editing tools; faster and cheaper than traditional editing.<\/p>\n<p><strong>Try all new features at <\/strong><a href=\"http:\/\/vids.new\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>vids.new<\/strong><\/a><strong>!<\/strong><\/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\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a>&nbsp;what&#8217;s one workflow tweak you&#8217;ve seen marketers use to make AI avatars feel authentic in B2B explainers, like keeping voice\/branding consistent across clips?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@rohanrecommends\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rohanrecommends<\/a>&nbsp;Love 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\">The custom music part got me. Does it actually match the vibe of the video automatically or do you pick the style manually?<\/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\/@abhra_das1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abhra_das1<\/a>&nbsp;It&#8217;s kind of like vibe editing, you prompt or use your own videos, and AI give you custom music and if it doesn&#8217;t match your vibe, you just prompt again or do it manually. Check 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<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@abhra_das1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abhra_das1<\/a>&nbsp;It&#8217;s kind of like vibe editing, you prompt or use your own videos, and AI give you custom music and if it doesn&#8217;t match your vibe, you just prompt again or do it manually.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Most these video tools are either super expensive or very limited like few seconds and not a good result<\/div>\n<div class=\"comment-actions\">\n<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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a>&nbsp;What about letting claude code controll your mac, and then let it edit things in iMovie ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/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 comes down to about 10 videos per month using the Veo model for free? Can a prompt also refer to video sound?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#2<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/ASEM36CO22BGMN\" class=\"app-title\">Sleek Analytics<\/a><\/p>\n<div class=\"one-liner\">See who&#8217;s on your site. Right now.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">222<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3b\u6253\u5b9e\u65f6\u3001\u65e0\u4ee3\u7801\u3001\u514dCookie\u7684\u8f7b\u91cf\u7ea7\u7f51\u7ad9\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u4e00\u884c\u4ee3\u7801\u90e8\u7f72\uff0c\u8ba9\u7f51\u7ad9\u6240\u6709\u8005\u80fd\u5373\u65f6\u3001\u76f4\u89c2\u5730\u89c2\u5bdf\u8bbf\u5ba2\u5b9e\u65f6\u52a8\u6001\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u5206\u6790\u5de5\u5177\u914d\u7f6e\u590d\u6742\u3001\u6570\u636e\u6ede\u540e\u3001\u9690\u79c1\u5408\u89c4\u7e41\u7410\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/div>\n<p>    <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n                <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/63d5232e-162c-40fd-9928-bf99cc1af515.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/oDcOstC4EUY\"><source src=\"https:\/\/youtu.be\/oDcOstC4EUY\" 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\/749a8167-9086-4c2d-a2dc-12516840c01e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/72309a72-3924-4d57-a4e5-7b373291614a.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/726ab588-989a-4781-a618-a6516043ea07.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e7b9babd-c573-406d-be96-5435903051be.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\">Analytics<\/span><br \/>\n            <span class=\"tag\">Marketing<\/span><br \/>\n            <span class=\"tag\">Developer Tools<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u7f51\u7ad9\u5206\u6790<\/span><br \/>\n            <span class=\"tag\">\u5b9e\u65f6\u5206\u6790<\/span><br \/>\n            <span class=\"tag\">\u65e0Cookie\u8ffd\u8e2a<\/span><br \/>\n            <span class=\"tag\">\u9690\u79c1\u53cb\u597d<\/span><br \/>\n            <span class=\"tag\">\u8f7b\u91cf\u7ea7SaaS<\/span><br \/>\n            <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u72ec\u7acb\u5f00\u53d1\u8005<\/span><br \/>\n            <span class=\"tag\">\u6570\u636e\u53ef\u89c6\u5316<\/span><br \/>\n            <span class=\"tag\">\u4e00\u884c\u4ee3\u7801\u90e8\u7f72<\/span><br \/>\n            <span class=\"tag\">GDPR\u5408\u89c4<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8d5e\u8d4f\u5176\u7b80\u6d01\u3001\u5b9e\u65f6\u53ca\u514dCookie\u5408\u89c4\u7684\u8bbe\u8ba1\u3002\u4e3b\u8981\u95ee\u9898\u4e0e\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1\uff09\u7f3a\u5c11\u56de\u8bbf\u5ba2\u8bc6\u522b\u3001\u6eda\u52a8\u6df1\u5ea6\u7b49\u5173\u952e\u884c\u4e3a\u6307\u6807\uff1b2\uff09\u5bf9\u9ad8\u5e76\u53d1\u6d41\u91cf\u4e0b\u7684\u6027\u80fd\u5b58\u7591\uff1b3\uff09\u8be2\u95ee\u4e0ePostHog\u7b49\u5de5\u5177\u5dee\u5f02\u3001\u6570\u636e\u5bfc\u51faAPI\u3001\u79fb\u52a8\u7aef\u652f\u6301\u53ca\u4e8b\u4ef6\u8ddf\u8e2a\u529f\u80fd\u89c4\u5212\u3002\u56e2\u961f\u79ef\u6781\u56de\u590d\uff0c\u786e\u8ba4\u591a\u9879\u529f\u80fd\u5df2\u5728\u89c4\u5212\u4e2d\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                Sleek Analytics \u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u5de8\u5934\u5ffd\u89c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u5bf9\u201c\u5373\u65f6\u611f\u77e5\u201d\u6709\u5f3a\u9700\u6c42\u7684\u65e9\u671f\u9879\u76ee\u4e0e\u72ec\u7acb\u5f00\u53d1\u8005\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u529f\u80fd\u5806\u780c\uff0c\u800c\u662f\u4e00\u79cd\u4f53\u9a8c\u91cd\u6784\u2014\u2014\u5c06\u4f20\u7edf\u5206\u6790\u5de5\u5177\u4e2d\u6b21\u8981\u7684\u201c\u5b9e\u65f6\u770b\u677f\u201d\u63d0\u5347\u4e3a**\u9996\u8981\u7684\u3001\u6c89\u6d78\u5f0f\u7684\u76d1\u63a7\u754c\u9762**\u3002\u8fd9\u8fce\u5408\u4e86\u5f53\u4e0b\u201c\u5feb\u901f\u8fed\u4ee3\u3001\u5373\u65f6\u53cd\u9988\u201d\u7684\u5f00\u53d1\u6587\u5316\uff0c\u8ba9\u201c\u53d1\u5e03\u540e\u7acb\u523b\u89c2\u5bdf\u7528\u6237\u771f\u5b9e\u53cd\u5e94\u201d\u8fd9\u4e00\u9ad8\u9891\u573a\u666f\u53d8\u5f97\u65e0\u6bd4\u987a\u7545\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u201c\u514dCookie\u201d\u7684\u6307\u7eb9\u8ffd\u8e2a\u65b9\u6848\u662f\u4e00\u628a\u53cc\u5203\u5251\u3002\u5b83\u786e\u5b9e\u6784\u6210\u4e86\u5176\u6700\u7280\u5229\u7684\u5356\u70b9\uff1a\u4e3a\u7528\u6237\u89c4\u907f\u4e86\u590d\u6742\u7684\u9690\u79c1\u5408\u89c4\u6d41\u7a0b\uff0c\u5b9e\u73b0\u4e86\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u5408\u89c4\u6027\u3002\u8fd9\u5728\u76d1\u7ba1\u8d8b\u4e25\u7684\u80cc\u666f\u4e0b\u6781\u5177\u5438\u5f15\u529b\u3002\u7136\u800c\uff0c\u8fd9\u4e5f\u53ef\u80fd\u6210\u4e3a\u5176\u5929\u82b1\u677f\uff1a\u6307\u7eb9\u6280\u672f\u672c\u8eab\u5728\u9690\u79c1\u7070\u8272\u5730\u5e26\u6e38\u8d70\uff0c\u4e14\u5176\u533f\u540d\u6027\u3001\u8de8\u4f1a\u8bdd\u8ffd\u8e2a\u7684\u51c6\u786e\u5ea6\u53ef\u80fd\u53d7\u5230\u6d4f\u89c8\u5668\u9690\u79c1\u529f\u80fd\uff08\u5982Safari\u7684\u9690\u79c1\u4fdd\u62a4\uff09\u7684\u6311\u6218\u3002\u56e2\u961f\u5c06\u9762\u4e34\u5728\u6280\u672f\u53ef\u884c\u6027\u4e0e\u4f26\u7406\u5408\u89c4\u6027\u4e0a\u7684\u6301\u7eed\u8d70\u94a2\u4e1d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ece\u8bc4\u8bba\u53cd\u9988\u770b\uff0c\u4ea7\u54c1\u76ee\u524d\u5904\u4e8e\u201c\u950b\u5229\u4f46\u5355\u8584\u201d\u7684\u72b6\u6001\u3002\u5b83\u7528\u6781\u81f4\u7684\u7b80\u5355\u89e3\u51b3\u4e86\u201c\u770b\u201d\u7684\u5373\u65f6\u6027\u95ee\u9898\uff0c\u4f46\u7528\u6237\u4e00\u65e6\u60f3\u4ece\u201c\u89c2\u5bdf\u201d\u6df1\u5165\u81f3\u201c\u5206\u6790\u201d\uff08\u5982\u533a\u5206\u65b0\u8001\u7528\u6237\u3001\u5206\u6790\u8f6c\u5316\u6f0f\u6597\uff09\uff0c\u529f\u80fd\u4fbf\u7acb\u523b\u6349\u895f\u89c1\u8098\u3002\u56e2\u961f\u627f\u8ba4\u8fd9\u4e9b\u662f\u8def\u7ebf\u56fe\u91cd\u70b9\uff0c\u8fd9\u9884\u793a\u5176\u6b63\u5904\u5728\u5173\u952e\u5341\u5b57\u8def\u53e3\uff1a\u662f\u575a\u5b88\u201c\u6781\u7b80\u5b9e\u65f6\u76d1\u63a7\u201d\u7684\u5229\u57fa\u5b9a\u4f4d\uff0c\u8fd8\u662f\u4e0d\u53ef\u907f\u514d\u5730\u8d70\u5411\u529f\u80fd\u6cdb\u5316\uff0c\u4e0e\u66f4\u5f3a\u5927\u7684\u5bf9\u624b\u6b63\u9762\u7ade\u4e89\uff1f\u5176\u5f15\u4ee5\u4e3a\u50b2\u7684\u7b80\u6d01\u4f53\u9a8c\uff0c\u5f88\u53ef\u80fd\u5728\u529f\u80fd\u6dfb\u52a0\u8fc7\u7a0b\u4e2d\u88ab\u9010\u6e10\u7a00\u91ca\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u5b9a\u4ef7\u7b56\u7565\uff08$5\/\u6708\u6c38\u4e45\uff09\u662f\u5438\u5f15\u65e9\u671f\u7528\u6237\u7684\u5f3a\u5fc3\u5242\uff0c\u4f46\u4e5f\u9501\u5b9a\u4e86\u957f\u671f\u6536\u5165\u7a7a\u95f4\uff0c\u5e76\u53ef\u80fd\u5438\u5f15\u6765\u5927\u91cf\u4f4e\u4ef7\u503c\u7528\u6237\uff0c\u5bf9\u670d\u52a1\u6210\u672c\u6784\u6210\u538b\u529b\u3002\u603b\u4f53\u800c\u8a00\uff0cSleek\u662f\u4e00\u6b3e\u7406\u5ff5\u9886\u5148\u3001\u5207\u5165\u89d2\u5ea6\u5201\u94bb\u7684\u201c\u573a\u666f\u5316\u5de5\u5177\u201d\uff0c\u5b83\u6210\u529f\u8bc6\u522b\u5e76\u653e\u5927\u4e86\u4f20\u7edf\u5206\u6790\u5de5\u4f5c\u6d41\u4e2d\u7684\u4e00\u4e2a\u75d2\u70b9\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u723d\u70b9\u3002\u4f46\u5176\u957f\u671f\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u529f\u80fd\u6269\u5c55\u4e0e\u4fdd\u6301\u6838\u5fc3\u4f53\u9a8c\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\uff0c\u5e76\u5b88\u4f4f\u5176\u5728\u9690\u79c1\u6280\u672f\u4e0a\u7684\u8106\u5f31\u4f18\u52bf\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\">Sleek Analytics<\/span>\n                <\/div>\n<div class=\"comment-content\">We built Sleek because analytics shouldn&#8217;t require a PhD. Paste one line of code, and within seconds you&#8217;re watching real visitors move through your site live. No setup headaches, no cookie banners, no noise. Just your data, clean and simple.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! \ud83d\udc4b <\/p>\n<p>The problem with most analytics tools? They&#8217;re either too bloated, too expensive, or they hand your visitor data straight to Google. We built Sleek to fix that \u2014 paste one line of code and you&#8217;re watching real visitors on your site live, with zero cookies and zero consent banners. Simple, fast, and actually yours.<\/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\/@uaghazade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@uaghazade<\/a>&nbsp;Congratulations on the launch!<\/p>\n<\/p>\n<p> Sleek Analytics looks like a powerful tool for making data more actionable. <\/p>\n<\/p>\n<p>Curious  for first-time users, how do you guide them toward their first meaningful insight?<\/p>\n<\/p>\n<p> It seems like there\u2019s a lot of potential, but the initial entry point might benefit from a little more guidance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\/@uaghazade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@uaghazade<\/a>&nbsp;Does it comply with GDPR? <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@uaghazade great tool<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Went through the signup and the live demo. The setup is clean, three steps, no friction and showing a real dashboard before you even create an account is the right call.<\/p>\n<p>One thing I noticed going through the dashboard: it tells you who came and where from really well. What&#8217;s missing is whether they&#8217;re coming back. There&#8217;s no return visitor rate, no new vs returning split and no scroll depth. So, a founder looking at 3 minutes average session duration has no way to tell if that means people are reading everything or just leaving a tab open. For early-stage founders trying to figure out if their messaging is actually landing, those three signals matter more than knowing 43% of visitors are from the US.<\/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\/@arun_tamang\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@arun_tamang<\/a>&nbsp;this is genuinely one of the most useful pieces of feedback we&#8217;ve received today, thank you!<\/p>\n<p>you&#8217;re right on all three. new vs returning and scroll depth are already on the roadmap, and your framing of the session duration problem is exactly why they matter. &#8220;is my messaging landing?&#8221; is the real question. we&#8217;ll make sure Sleek can answer it.<\/p>\n<p>saving this comment for the next sprint.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Really like the simplicity but how are you handling repeat visitor tracking without cookies?<\/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\">@lak7 thank you, Lakshay!<\/p>\n<p>Sleek tracks repeat visitors using a lightweight browser fingerprint instead of cookies.<\/p>\n<p>we generate an anonymous fingerprint based on browser signals and store it as part of the visitor profile. when the same fingerprint appears again, we match it to the existing profile and count it as a returning visitor.<\/p>\n<p>this way we can detect repeat visitors without relying on cookies while keeping the data anonymous.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>2<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<div class=\"reply-item\">\n<div class=\"reply-content\">@lak7 can&#8217;t wait to onboard you!<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>2<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The no-cookie, no-consent-banner approach is such a relief. I&#8217;ve been looking for something lightweight to replace GA on a few side projects \u2014 $5\/mo forever is a great price lock too. Curious how the real-time visitor view works at scale?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@tijogaucher\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tijogaucher<\/a>&nbsp;that&#8217;s exactly who we built this for. side projects that need real analytics without the GA complexity! and the real-time view holds up at scale, no lag, no sampling. however many visitors you&#8217;re getting, it stays responsive. hope Sleek becomes your go-to for all those projects<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 one-line-of-code setup is what sold me on trying this. I have been looking for an analytics tool that does not require a PhD in configuration just to see who is visiting my site in real time. Curious about one thing though: how does Sleek handle high-traffic spikes? Does the real-time view stay responsive when you are getting thousands of concurrent visitors?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@najmuzzaman\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@najmuzzaman<\/a>&nbsp;glad the setup experience resonated! and yes, traffic spikes are handled. the real-time view stays responsive no matter how many concurrent visitors you&#8217;re getting. bring it on.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 sounds interesting, how does this compares to something like Post hog?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@nayan_surya98\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nayan_surya98<\/a>&nbsp;great question. PostHog is a full product analytics suite, feature flags, A\/B testing, session replay, funnels, experiments. it&#8217;s powerful but complex, and usage-based pricing can get unpredictable fast.<\/p>\n<p>Sleek is the opposite. no fluff, just clean real-time web analytics. who&#8217;s on your site, where they came from, how they behave. paste one script and you&#8217;re done in 2 minutes. if you need feature flags and experiments, PostHog is your tool. if you just want to understand your traffic without the complexity, that&#8217;s where Sleek shines.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 live view concept. Noticed &#8220;Chat with your data&#8221; in the comparison table but couldn&#8217;t find details on the site. How does that work exactly? Like asking questions in plain English about your traffic?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ermakovich_sergey\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ermakovich_sergey<\/a>&nbsp;exactly that! you can ask things like &#8220;which page got the most traffic this week?&#8221; or &#8220;where did my visitors come from yesterday?&#8221; and get instant answers in plain English. no digging through dashboards. it&#8217;s one of our favorite features.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congratulations! The product and landing page look great. Thank you for having the live demo button to test around. One important aspect for me in a web analytics tool is the ability to export data and\/or interact with it using different APIs. Is this possible with Sleek Analytics?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@leon_houlier\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@leon_houlier<\/a>&nbsp;thank you so much! it&#8217;s great feedback. right now we have a Collect API for sending custom events. a full data API is on our roadmap, and data export is actually something we&#8217;re adding very soon. Stay tuned!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Really dig the approach here. One line of code and you&#8217;re watching visitors live, with no cookie banners to worry about. The $5\/month forever pricing is a nice touch for indie makers too. Any plans to add event tracking or conversion funnels down the road?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a>&nbsp;thanks for the kind words, David! event tracking and conversion funnels are on the roadmap and honestly can&#8217;t come soon enough. stay tuned!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>3<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>most analytics tools are built around retrospective summaries. you check them every morning, scroll through weekly trends, and session counts from the day before. the &#8216;real time&#8217; view exists but it&#8217;s usually secondary, showing a visitor count and recent page views with a 30-second lag, not actually watching people move through your site.<\/p>\n<\/p>\n<p>what sleek is doing differently is treating the live view as the primary interface, not an afterthought. when you just shipped something new or you&#8217;re watching a landing page perform for the first time, seeing actual visitor paths as they happen is more useful than aggregates. the cookie-free fingerprint approach also means you get data from the first visitor, no consent banner delay, no waiting until compliance is sorted before you can see whether your copy is working.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@gabrielpineda\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabrielpineda<\/a>&nbsp;this is exactly the thinking behind Sleek. most tools treat real-time as a widget, we treat it as the default. shipping something and watching the first visitors land in real time is the whole point. really appreciate you articulating it better than we did.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>How are you handling privacy and compliance if there are no cookie banners, especially with regulations getting stricter?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@becky_gaskell\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@becky_gaskell<\/a>&nbsp;Sleek is cookieless by design. we don&#8217;t store any personal data or track individuals. we use an anonymous fingerprint that can&#8217;t be traced back to a real person, so there&#8217;s nothing to consent to. GDPR, CCPA, and PECR compliant by default. the stricter regulations get, the more tools like Sleek make sense.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The no-cookie angle is huge for indie makers \u2014 one less consent banner to worry about before launch.<\/p>\n<p>I&#8217;m about to ship my first iOS app and was dreading setting up analytics for the landing page.<\/p>\n<p>Does Sleek work well for low-traffic sites in the early days, or does the live view feel empty until you get traction?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@misbah_abdel thanks, Abdelaziz!<\/p>\n<p>good question. sleek actually works really well for early-stage startups.<\/p>\n<p>most analytics tools feel empty when you only have a few visitors a day. sleek focuses on showing meaningful insights even with small traffic. things like where visitors come from, which pages they view, how long they stay, live globe view, visitor profiles, and website web vitals<\/p>\n<p>so even if you&#8217;re getting your first users, the dashboard still shows useful data instead of feeling empty.<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@uaghazade\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"uaghazade\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@uaghazade<\/a> Cookieless analytics is a hard sell to people who&#8217;ve been on Google Analytics for years. How are you handling that objection when people land on the pricing page?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>could I also utilize this for an iOS app?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@damjanski\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@damjanski<\/a>&nbsp;unfortunately, not at the moment. Sleek is web-only and we&#8217;re keeping it focused there. if you have a web app or marketing site alongside your iOS app, Sleek works perfectly for that.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Isn\u2019t all analytics tools do the same who is on the website?<\/div>\n<div class=\"comment-actions\">\n<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\/@moh_codokiai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@moh_codokiai<\/a>&nbsp;thank you for feedback! Sleek shows you right now, live, as it happens. You can see each visitor&#8217;s profile, which page they&#8217;re on at that exact moment, and watch them land on an interactive globe in real time. It&#8217;s the difference between reading a recap and watching the game live. same category, very different experience.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>2<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What is the difference between your product and Microsoft Clarity ?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@sumit_kekan1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sumit_kekan1<\/a>&nbsp;thank you for the question! they&#8217;re actually different tools. Clarity focuses on heatmaps and session recordings, great for seeing <em>how<\/em> users click and scroll. Sleek focuses on who&#8217;s on your site, where they come from, and real-time traffic. no heatmaps, but live visitor tracking, Web Vitals, and privacy-first analytics with no cookie banner needed. They complement each other well honestly!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>2<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#3<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/3W7BP7G7SPMVB5\" class=\"app-title\">Surf Social Websites<\/a><\/p>\n<div class=\"one-liner\">Bring together people and content on the social web<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">196<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Surf Social Websites \u662f\u4e00\u4e2a\u8ba9\u521b\u4f5c\u8005\u805a\u5408\u5f00\u653e\u793e\u4ea4\u7f51\u7edc\uff08\u5982Bluesky\u3001Mastodon\u3001Threads\uff09\u53caRSS\u5185\u5bb9\uff0c\u5e76\u901a\u8fc7\u53ef\u81ea\u5b9a\u4e49\u7684\u201cSurf\u4fe1\u606f\u6d41\u201d\u5feb\u901f\u6784\u5efa\u72ec\u7acb\u793e\u4ea4\u7f51\u7ad9\u7684\u5e73\u53f0\uff0c\u89e3\u51b3\u4e86\u521b\u4f5c\u8005\u53d7\u56f0\u4e8e\u5c01\u95ed\u5e73\u53f0\u3001\u65e0\u6cd5\u81ea\u4e3b\u62e5\u6709\u548c\u7ba1\u7406\u793e\u7fa4\u9635\u5730\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\/239bbf4a-b4d9-4a2e-a485-81d8d60550a3.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/511bbc76-fa2b-4add-98d1-36dc9c18f571.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7cd7bb8c-80f5-4b4c-b35c-1bc603979f0b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b19c305d-d553-4d70-8639-98ad069399fe.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f9f9ce37-9c4a-4d74-9f8e-c109c951227f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/9ed14947-73f6-4edc-bc4a-5a521d0fbe19.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">Social Media<\/span><br \/>\n            <span class=\"tag\">Social Networking<\/span><br \/>\n            <span class=\"tag\">Influencer marketing<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u5f00\u653e\u793e\u4ea4\u7f51\u7edc<\/span><br \/>\n            <span class=\"tag\">\u5185\u5bb9\u805a\u5408<\/span><br \/>\n            <span class=\"tag\">\u521b\u4f5c\u8005\u7ecf\u6d4e<\/span><br \/>\n            <span class=\"tag\">\u53bb\u4e2d\u5fc3\u5316<\/span><br \/>\n            <span class=\"tag\">\u72ec\u7acb\u7ad9<\/span><br \/>\n            <span class=\"tag\">\u793e\u7fa4\u7ba1\u7406<\/span><br \/>\n            <span class=\"tag\">\u4fe1\u606f\u6d41\u5b9a\u5236<\/span><br \/>\n            <span class=\"tag\">\u8054\u90a6\u7f51\u7edc<\/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\u8d4b\u80fd\u72ec\u7acb\u521b\u4f5c\u8005\u548c\u53bb\u4e2d\u5fc3\u5316\u7406\u5ff5\u3002\u4e3b\u8981\u95ee\u9898\/\u5efa\u8bae\u96c6\u4e2d\u5728\uff1a1. \u72ec\u7acb\u521b\u4f5c\u8005\u7684\u53d1\u73b0\u673a\u5236\u5982\u4f55\u8fd0\u4f5c\uff1b2. \u4e92\u52a8\u662f\u5426\u9700\u8de8\u5e73\u53f0\u8d26\u6237\uff1b3. \u662f\u5426\u9700\u8981\u6280\u672f\u77e5\u8bc6\uff08\u56de\u7b54\uff1a\u65e0\u9700\uff09\uff1b4. \u671f\u5f85\u66f4\u5f3a\u5927\u7684\u793e\u533a\u7ba1\u7406\u4e0e\u5b9a\u5236\u5de5\u5177\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                Surf Social Websites \u5e76\u975e\u53c8\u4e00\u4e2a\u7b80\u5355\u7684\u805a\u5408\u5668\uff0c\u5176\u91ce\u5fc3\u5728\u4e8e\u91cd\u6784\u793e\u4ea4\u5a92\u4f53\u65f6\u4ee3\u7684\u201c\u4ea7\u6743\u201d\u5173\u7cfb\u3002\u5b83\u8bd5\u56fe\u5c06\u201c\u793e\u4ea4\u7f51\u7ad9\u201d\u7684\u5b9a\u4e49\u4ece\u5e73\u53f0\u62e5\u6709\u7684\u5de8\u578b\u5e7f\u573a\uff0c\u89e3\u6784\u6210\u65e0\u6570\u4e2a\u7531\u521b\u4f5c\u8005\u5b8c\u5168\u638c\u63a7\u7684\u3001\u57fa\u4e8e\u5f00\u653e\u534f\u8bae\uff08ActivityPub\/AT Proto\uff09\u7684\u201c\u4e2a\u4eba\u5ba2\u5385\u201d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u5c42\u9762\u7684\u805a\u5408\uff08\u8fd9\u5df2\u4e0d\u65b0\u9c9c\uff09\uff0c\u800c\u5728\u4e8e\u63d0\u4f9b\u4e86\u5c06\u5f00\u653e\u793e\u4ea4\u56fe\u8c31\u201c\u8d44\u4ea7\u5316\u201d\u548c\u201c\u76ee\u7684\u5730\u5316\u201d\u7684\u4f4e\u95e8\u69db\u5de5\u5177\u3002\u5b83\u8ba9\u521b\u4f5c\u8005\u4ece\u5728Instagram\u3001Bluesky\u7b49\u79df\u7528\u7684\u201c\u644a\u4f4d\u201d\u91cc\u53d1\u58f0\uff0c\u8f6c\u53d8\u4e3a\u62e5\u6709\u4e00\u4e2a\u4ee5\u81ea\u5df1\u5185\u5bb9\u4e3a\u4e2d\u5fc3\u7684\u3001\u805a\u5408\u591a\u5e73\u53f0\u4e92\u52a8\u4e14\u81ea\u5e26\u7ba1\u7406\u6743\u9650\u7684\u72ec\u7acb\u57df\u540d\u7a7a\u95f4\u3002\u8fd9\u76f4\u63a5\u6311\u6218\u4e86\u73b0\u6709\u793e\u4ea4\u5de8\u5934\u7684\u56f4\u5899\u82b1\u56ed\u6a21\u5f0f\uff0c\u5c06\u7528\u6237\u5173\u7cfb\u548c\u5185\u5bb9\u7684\u5448\u73b0\u4e3b\u6743\u90e8\u5206\u5f52\u8fd8\u7ed9\u521b\u4f5c\u8005\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u6838\u5fc3\u6311\u6218\u4e0e\u673a\u9047\u5e76\u5b58\u3002\u6311\u6218\u5728\u4e8e\uff1a\u7b2c\u4e00\uff0c\u201c\u53d1\u73b0\u201d\u96be\u9898\u4ece\u5e73\u53f0\u8f6c\u79fb\u7ed9\u4e86\u521b\u4f5c\u8005\uff0cSurf\u627f\u8bfa\u7684\u201c\u57fa\u4e8e\u5185\u5bb9\u7684\u63a8\u8350\u201d\u673a\u5236\u5c1a\u672a\u9a8c\u8bc1\uff0c\u72ec\u7acb\u7ad9\u70b9\u53ef\u80fd\u9762\u4e34\u6d41\u91cf\u5b64\u5c9b\uff1b\u7b2c\u4e8c\uff0c\u5b83\u9884\u8bbe\u4e86\u7528\u6237\u5df2\u63a5\u53d7\u6216\u613f\u610f\u8fc1\u79fb\u81f3\u8054\u90a6\u7f51\u7edc\uff0c\u8fd9\u4ecd\u662f\u4e00\u4e2a\u5c0f\u4f17\u4f46\u589e\u957f\u4e2d\u7684\u5e02\u573a\uff1b\u7b2c\u4e09\uff0c\u4f5c\u4e3a\u4e2d\u95f4\u5c42\uff0c\u5176\u957f\u671f\u4ef7\u503c\u53ef\u80fd\u53d7\u5230\u534f\u8bae\u672c\u8eab\u53d1\u5c55\u7684\u5236\u7ea6\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u673a\u9047\u5219\u5728\u4e8e\uff0c\u5b83\u7cbe\u51c6\u5207\u4e2d\u4e86\u9ad8\u7aef\u521b\u4f5c\u8005\u548c\u5a92\u4f53\u54c1\u724c\uff08\u5982The Verge\u3001WIRED\u5df2\u5165\u9a7b\uff09\u5bfb\u6c42\u6df1\u5ea6\u8fd0\u8425\u3001\u89c4\u907f\u5e73\u53f0\u98ce\u9669\u3001\u5efa\u7acb\u81ea\u6709\u6570\u5b57\u8d44\u4ea7\u7684\u5f3a\u70c8\u9700\u6c42\u3002\u5982\u679c\u5b83\u80fd\u6210\u529f\u5730\u5c06\u201cSurf\u4fe1\u606f\u6d41\u201d\u5851\u9020\u6210\u50cf\u72ec\u7acb\u535a\u5ba2\u6216\u8ba2\u9605\u90ae\u4ef6\u5217\u8868\u4e00\u6837\u7684\u201c\u6807\u51c6\u521b\u4f5c\u8d44\u4ea7\u201d\uff0c\u5e76\u6784\u5efa\u8d77\u6709\u6548\u7684\u8de8\u7ad9\u70b9\u5185\u5bb9\u53d1\u73b0\u7f51\u7edc\uff0c\u5b83\u6709\u53ef\u80fd\u6210\u4e3a\u5f00\u653e\u793e\u4ea4\u7f51\u7edc\u751f\u6001\u7684\u5173\u952e\u57fa\u7840\u8bbe\u65bd\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6f02\u4eae\u7684\u5ba2\u6237\u7aef\u3002\u5b83\u7684\u6210\u8d25\uff0c\u5c06\u662f\u68c0\u9a8c\u201c\u53bb\u4e2d\u5fc3\u5316\u793e\u4ea4\u201d\u80fd\u5426\u4ece\u7406\u5ff5\u8d70\u5411\u4e3b\u6d41\u5e94\u7528\u7684\u4e00\u6b21\u91cd\u8981\u8bd5\u70bc\u3002\n            <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n            <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n            <span class=\"toggle-arrow\">\u25bc<\/span>\n        <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n                    <span class=\"comment-author\">Surf Social Websites<\/span>\n                <\/div>\n<div class=\"comment-content\">Social websites unite conversations around everything from popular podcasts to shared interests and hobbies. Each social website is powered by a Surf feed, with sources, filters and moderation controlled by the creator. This new model decentralizes the value of social media, giving power back to the millions of independent creators and communities that, until now, have been stuck in walled gardens. Examples include verge.surf.social wired.surf.social and filmfeed.surf.social<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Coolest launch of the day for sure! Do you think surf feeds could become a new kind of owned media asset for creators (like newsletters or domains etc)?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>4<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a>&nbsp;100% I think feeds are the new websites. I gave a talk last weekend about this at the atmosphere conference: <a href=\"https:\/\/ionosphere.tv\/talks\/81Xovjr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/ionosphere.tv\/talks\/81Xovjr<\/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<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>I&#8217;m just back from the <a href=\"https:\/\/atmosphereconf.org\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">AtmosphereConf<\/a>, where I traveled with <a href=\"https:\/\/www.producthunt.com\/@mmccue\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"mmccue\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mmccue<\/a>  and Ryan Barret by overnight train to join others in work to decentralize the social web!<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/410bcc1c-e68b-4752-8c6f-51663df6e9a8.png?auto=compress&amp;codec=mozjpeg&amp;cs=strip&amp;auto=format\" style=\"max-width: 100%\"><\/p>\n<p>And now Mike and <a href=\"https:\/\/www.producthunt.com\/@marci_mccue\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"marci_mccue\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marci_mccue<\/a> are here to launch something that&#8217;s been over a year in the making: <strong>Social Websites<\/strong>. <\/p>\n<\/p>\n<p>The idea should be familiar, but the <em>implementation<\/em> and the <em>scale<\/em> is what&#8217;s new.<\/p>\n<\/p>\n<p>Now anyone can build and launch their own corner of the internet and pull in social content from <a href=\"https:\/\/www.producthunt.com\/products\/bluesky\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"bluesky\" target=\"_blank\" rel=\"noopener\">@Bluesky<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/mastodon\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"mastodon\" target=\"_blank\" rel=\"noopener\">@Mastodon<\/a> , <a href=\"https:\/\/www.producthunt.com\/products\/pixelfed\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"pixelfed\" target=\"_blank\" rel=\"noopener\">@Pixelfed<\/a>, <a href=\"https:\/\/www.producthunt.com\/products\/threads-an-instagram-app-2\" data-node-type=\"mention\" data-mention-type=\"product\" data-mention-id=\"threads-an-instagram-app-2\" target=\"_blank\" rel=\"noopener\">@Threads<\/a> (and more!) with familiar publishers like <a href=\"https:\/\/verge.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">The Verge<\/a>, <a href=\"https:\/\/decoder.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Decoder<\/a>, <a href=\"https:\/\/vergecast.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Vergecast<\/a>, <a href=\"https:\/\/versionhistory.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Version History<\/a>, <a href=\"https:\/\/wired.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">WIRED<\/a>, <a href=\"https:\/\/rollingstonepolitics.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Rolling Stone Politics<\/a>, <a href=\"https:\/\/404media.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">404 Media<\/a>, <a href=\"https:\/\/shutdownfullcast.surf.social\/feed\/surf%2Fcustom%2F01k319zkysbwq9vpzbhtnahsgc\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Shutdown Fullcast<\/a>, <a href=\"https:\/\/themmqb.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">The MMQB<\/a>, <a href=\"https:\/\/defectorsports.surf.social\/feed\/surf%2Fcustom%2F01k7sk3ybz6kstqw6m0rx70v0z\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Defector: Sports!<\/a>, <a href=\"https:\/\/allnet.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">All Net<\/a>, <a href=\"https:\/\/filmfeed.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">FilmFeed<\/a>, and <a href=\"https:\/\/oregonian.surf.social\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">The Oregonian<\/a> participating.<\/p>\n<\/p>\n<p><strong>Making a Social Website<\/strong><\/p>\n<p>Using <a href=\"http:\/\/surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">surf.social<\/a>, anyone can make a Surf feed, publish it with a subdomain and launch it as their own social website. <\/p>\n<\/p>\n<p>Feeds can include sources from Bluesky, Mastodon, Threads, YouTube, podcast services, blogs and newsletters (RSS). Users can also assign a community hashtag, allowing people to contribute to the feed simply by using the hashtag. They can also set filters and exclude profiles or terms to keep the conversation on topic. <\/p>\n<\/p>\n<p>More tools to customize (e.g., adding custom headers and colors) and manage feeds are coming soon. Most importantly, social websites can now be shared outside of Surf, with online communities or linked in websites.<\/p>\n<\/p>\n<p>The Android app is now available and the <a href=\"https:\/\/waitlist.surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">iOS app is coming soon<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>2<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@marci_mccue\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@marci_mccue<\/a>&nbsp; <a href=\"https:\/\/www.producthunt.com\/@chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a>&nbsp;That was an awesome train ride. We spend a solid 24 hours talking about the open social web while watching the beautiful scenery of the Pacific Northwest rush past us. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>2<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>This is a big unlock for independent creators and communities. Pulling together Mastodon, Bluesky, Threads, and RSS into one curated social website is exactly what the decentralized web has been missing. Are you seeing more traction from publishers or individual creators so far?<\/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\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a>&nbsp;Both. One of my favorite things to do is to see all the super cool, super niche feeds being created. We have an internal slack channel that shows every feed being published to the web or bluesky and it&#8217;s a blast to watch that. If you go to <a href=\"https:\/\/surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">surf.social<\/a> you can see some of these. There&#8217;s a huge variety of feeds for fandoms, local regions, interests, hobbies, activities, industries, issues, bands, tv shows, etc.  Meanwhile it&#8217;s also exciting to see creators I love suddenly launching surf feeds. Today I was so psyched to see Secret Base make <a href=\"https:\/\/secretbase.surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">secretbase.surf.social<\/a>. I think one of the most exciting areas that needs lots of discovery and community building is podcasts. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 idea of giving creators a real destination they own.<\/p>\n<p>If I understand correctly, you still post on Bluesky or Mastodon and Surf just organizes and surfaces that \u2014 is that right? Wondering how discoverability works for a solo indie maker just starting out vs. established brands like The Verge.<\/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\/@misbah_abdel\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@misbah_abdel<\/a>&nbsp;Yes that&#8217;s right. You&#8217;re really just posting on the open social web and then those posts can be seen in lots of different compatible apps like Bluesky, Mastodon, Surf, Flipboard, Pixelfed, Skylight etc. Think of it like a phone. I can text you from my Pixel phone running android using AT&amp;T and you can get that text on your iPhone running iOS on Verizon. If you decide one day to change your phone or your OS or your carrier you keep your phone number and I can still text you and you can still text me. <\/p>\n<\/p>\n<p>Social media doesn&#8217;t work that way today. And phones didn&#8217;t always work this way either. Back before &#8220;number portability&#8221; happened in 2003, if you changed from Verizon to AT&amp;T you LOST YOUR PHONE NUMBER and you had to tell everyone you knew what your new number was otherwise they couldn&#8217;t call you anymore. The government got smart and regulated that numbers should be portable but social media is still stuck in the dark ages. That means if a creator wants to leave an app like TikTok or Instagram they have to be willing to eave their entire audience behind. Same with users. Literally all of our online connections to each other are OWNED by the social media walled gardens. This is unacceptable and has drastically hampered the growth of the web.<\/p>\n<\/p>\n<p>The social web changes all that. There&#8217;s now a standard for how people are connected to each other (ActivityPub and AT Proto). You can now post from any social web compatible app you want anytime you want and anyone can see your post from any compatible app they want. This include photos, long and short text, video, etc.<\/p>\n<\/p>\n<p>Now back to your question: how does an indie maker just starting out vs established brands get discoverability? That&#8217;s the beauty of the social web. People who like your content will recommend you. Meta or YouTube can&#8217;t downrank it. TikTok or X can&#8217;t overrun it with rage bait. People recommend great content to other people who will enjoy it.<\/p>\n<\/p>\n<p>Surf is designed to be the ultimate platform for human recommendations so that any creator can get discovered based on the merits of the content they are making. And creators can build community around their content so that people can talk about it and share it with others.<\/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>Three years ago, when we first saw Mastodon and learned more about the open protocols it was built on, we realized how powerful a shared open social graph could be, putting the power of our connections back in the hands of people. We decided to join the movement and opened \u2018federated\u2019 Flipboard, sharing our editorial curation with the fediverse. Once we had integrated our backend with the social web it was time to rethink the front end. That&#8217;s what lead to Surf.<\/p>\n<\/p>\n<p>After 2.5 years of development we\u2019re finally launching Surf, a new kind of browser for a new kind of web: the open social web. Surf lets anyone easily discover, browse and make feeds on the social web which bring together people, podcasts, videos, newsletters, blogs, photos and more for whatever they&#8217;re into. And because this is the social web, these feeds can be published to Bluesky or published as social websites that live outside of Surf. Already some amazing creators have launched sites like <a href=\"http:\/\/verge.surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">verge.surf.social<\/a>, <a href=\"http:\/\/wired.surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">wired.surf.social<\/a>, <a href=\"http:\/\/filmfeed.surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">filmfeed.surf.social<\/a> and <a href=\"http:\/\/allnet.surf.social\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">allnet.surf.social<\/a>. Social websites represent a whole new way for creators to build destinations for their communities around their content, without being owned and operated by the social media giants of today.<\/p>\n<\/p>\n<p>I especially want to thank <a href=\"https:\/\/www.producthunt.com\/@chrismessina\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"chrismessina\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@chrismessina<\/a> for not only hunting for us but for being a source of inspiration for how these feeds and sites should work across identities and accounts on the social web. Super excited to hear what you think and answer any questions you have.<\/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\">does it need any technical knowledge?<\/div>\n<div class=\"comment-actions\">\n<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\/@abhra_das1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@abhra_das1<\/a>&nbsp;no technical knowledge required. We designed the experience to feel a lot like joining any other social network like instagram. Only behind the scenes you\u2019re actually joining the whole open social web, not just a single app. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>btw there&#8217;s a cool easter egg that people haven&#8217;t discovered yet. Click on the stats under the surf logo on surf.social.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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>Happy launch day! The creator-controlled moderation is a really interesting part. How does the tooling for that work? Is it more about blocklists and filters, or something more advanced?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@krutytskyi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krutytskyi<\/a>&nbsp;yes part of what makes these feeds so good is what you don\u2019t see in them. The feed owner can moderate by excluding users, domains, keywords, hashtags and topics. You can also keep a feed on topic which is super useful when you add lists or starter packs as sources. We\u2019ll be adding a lot more capability for community building and moderation in the coming months. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@krutytskyi\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@krutytskyi<\/a>&nbsp;yes part of what makes these feeds so good is what you don\u2019t see in them. The feed owner can moderate by excluding users, domains, keywords, hashtags and topics. You can also keep a feed on topic which is super useful when you add lists or starter packs as sources. We\u2019ll be adding a lot more capability for community building and moderation in the coming months. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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 like how it aggregates a creator&#8217;s content and allows to filter it in different ways.<\/p>\n<\/p>\n<p>As a viewer, am I supposed to be able to interact with the content beyond viewing it? Like how am I supposed to comment. Do I have to go create a mastodon account to comment? And then a bluesky account to comment on the blusky posts? Or does surf handle all of that?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@cubeofcheese\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@cubeofcheese<\/a>&nbsp;yes if you sign up for surf you will get a social web account which will let you reply, like, repost, follow anyone regardless of where they are posting from (I.e. Bluesky, mastodon, Pixelfed, Flipboard etc)<\/p>\n<\/p>\n<p>Of course if already have a Bluesky or mastodon account you can attach it to surf and just use that to interact with people and posts in these feeds. <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#4<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/UZOWQ4W5SJR6BN\" class=\"app-title\">Mercury Edit 2<\/a><\/p>\n<div class=\"one-liner\">Ultra-fast next-edit prediction for coding<\/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>Mercury Edit 2\u662f\u4e00\u6b3e\u57fa\u4e8e\u6269\u6563\u67b6\u6784\u7684\u4ee3\u7801\u7f16\u8f91\u9884\u6d4b\u6a21\u578b\uff0c\u4e13\u4e3a\u6781\u4f4e\u5ef6\u8fdf\u7684\u201c\u4e0b\u4e00\u5904\u7f16\u8f91\u201d\u9884\u6d4b\u573a\u666f\u8bbe\u8ba1\uff0c\u65e8\u5728\u89e3\u51b3\u5f00\u53d1\u8005\u5728IDE\u4e2d\u7b49\u5f85\u4ee3\u7801\u8865\u5168\u6216\u5efa\u8bae\u65f6\u6d41\u7545\u6027\u88ab\u6253\u65ad\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\/40bae204-a882-4d5d-b7a6-eb2023c1a7d6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/26738453-eb25-4269-a929-ea4d698b32f6.avif?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/66b901a5-51f3-45f2-b743-ce2db3172c9d.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\/49adf1b4-579f-4e18-bb07-1b1f407f5797.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\">\u4ee3\u7801\u8865\u5168<\/span><br \/>\n            <span class=\"tag\">AI\u7f16\u7a0b\u52a9\u624b<\/span><br \/>\n            <span class=\"tag\">\u4f4e\u5ef6\u8fdf<\/span><br \/>\n            <span class=\"tag\">\u6269\u6563\u6a21\u578b<\/span><br \/>\n            <span class=\"tag\">\u4e0b\u4e00\u7f16\u8f91\u9884\u6d4b<\/span><br \/>\n            <span class=\"tag\">IDE\u96c6\u6210<\/span><br \/>\n            <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u5e76\u884c\u751f\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. \u6269\u6563\u67b6\u6784\u5e76\u884c\u751f\u6210\u5e26\u6765\u7684\u901f\u5ea6\u201c\u4f53\u611f\u201d\u4f18\u52bf\uff1b2. \u5b9e\u9645\u5ef6\u8fdf\uff08221ms\uff09\u5728\u771f\u5b9e\u7f16\u7a0b\u6d41\u7a0b\u4e2d\u7684\u8868\u73b0\uff1b3. \u5bf9Dart\u7b49\u975e\u4e3b\u6d41\u8bed\u8a00\u7684\u652f\u6301\u5ea6\uff1b4. \u201c\u4e0b\u4e00\u7f16\u8f91\u9884\u6d4b\u201d\u4e0e\u4f20\u7edf\u81ea\u52a8\u8865\u5168\u7684\u672c\u8d28\u533a\u522b\u53ca\u5176\u5904\u7406\u975e\u5c40\u90e8\u7f16\u8f91\u7684\u80fd\u529b\uff1b5. \u66f4\u9ad8\u7684\u63a5\u53d7\u7387\u5bf9\u5f00\u53d1\u8005\u4e60\u60ef\u7684\u6f5c\u5728\u5f71\u54cd\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                Mercury Edit 2\u5e76\u975e\u53c8\u4e00\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7b80\u5355\u5c01\u88c5\uff0c\u800c\u662f\u4e00\u6b21\u9488\u5bf9\u201c\u7f16\u7a0b\u6d41\u201d\u72b6\u6001\u7684\u7cbe\u51c6\u5916\u79d1\u624b\u672f\u3002\u5176\u771f\u6b63\u7684\u98a0\u8986\u6027\u5728\u4e8e\uff0c\u5b83\u7528\u6269\u6563\u6a21\u578b\u7684\u201c\u5e76\u884c\u751f\u6210\u201d\u7279\u6027\uff0c\u6b63\u9762\u653b\u51fb\u4e86\u81ea\u56de\u5f52\u6a21\u578b\u5728\u4ee3\u7801\u7f16\u8f91\u573a\u666f\u7684\u201c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u201d\u2014\u2014\u5e8f\u5217\u751f\u6210\u5bfc\u81f4\u7684\u7d2f\u79ef\u5ef6\u8fdf\u3002\u4ea7\u54c1\u5c06\u4efb\u52a1\u7cbe\u51c6\u5b9a\u4e49\u4e3a\u201c\u4e0b\u4e00\u7f16\u8f91\u9884\u6d4b\u201d\uff0c\u800c\u975e\u5bbd\u6cdb\u7684\u4ee3\u7801\u751f\u6210\u6216\u804a\u5929\uff0c\u8fd9\u4f7f\u5176\u80fd\u591f\u6df1\u5ea6\u7ed1\u5b9aIDE\u7684\u5b9e\u65f6\u4e0a\u4e0b\u6587\uff08\u8fd1\u671f\u7f16\u8f91\u3001\u4ee3\u7801\u5e93\uff09\uff0c\u5b9e\u73b0\u610f\u56fe\u9884\u6d4b\u800c\u975e\u4ec5\u4ec5\u662f\u6587\u672c\u7eed\u5199\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u8bc4\u8bba\u4e2d\u900f\u9732\u7684\u201c48%\u66f4\u9ad8\u63a5\u53d7\u7387\u201d\u662f\u6bd4\u201c221ms\u5ef6\u8fdf\u201d\u66f4\u5173\u952e\u7684\u6570\u636e\u3002\u5b83\u6697\u793a\u6a21\u578b\u53ef\u80fd\u5728\u201c\u5efa\u8bae\u8d28\u91cf\u201d\u4e0e\u201c\u5efa\u8bae\u76f8\u5173\u6027\u201d\u4e0a\u53d6\u5f97\u4e86\u7a81\u7834\u3002\u957f\u671f\u88ab\u4f4e\u8d28\u5efa\u8bae\u201c\u8bad\u7ec3\u201d\u5f97\u4e60\u60ef\u6027\u5ffd\u7565\u8865\u5168\u7684\u5f00\u53d1\u8005\uff0c\u6216\u8bb8\u4f1a\u56e0\u6b64\u91cd\u65b0\u5efa\u7acb\u4fe1\u4efb\u3002\u8fd9\u89e6\u53ca\u4e86AI\u7f16\u7a0b\u52a9\u624b\u4ece\u201c\u6709\u65f6\u6709\u7528\u201d\u5230\u201c\u65e0\u7f1d\u878d\u5165\u201d\u7684\u5173\u952e\u8f6c\u6298\u70b9\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\u4e0b\u4e00\u7f16\u8f91\u201d\u7684\u8303\u7574\u754c\u5b9a\u6a21\u7cca\uff0c\u5982\u8bc4\u8bba\u6240\u6307\uff0c\u5b83\u80fd\u5426\u667a\u80fd\u5904\u7406\u51fd\u6570\u91cd\u547d\u540d\u5f15\u53d1\u7684\u591a\u4f4d\u7f6e\u6563\u70b9\u66f4\u65b0\uff1f\u8fd8\u662f\u4ec5\u9650\u4e8e\u5149\u6807\u9644\u8fd1\u7684\u5c40\u90e8\u7f16\u8f91\uff1f\u8fd9\u51b3\u5b9a\u4e86\u5b83\u662f\u201c\u667a\u80fd\u7f16\u8f91\u201d\u8fd8\u662f\u201c\u9ad8\u7ea7\u8865\u5168\u201d\u3002\u5176\u6b21\uff0c\u6269\u6563\u6a21\u578b\u5728\u4ee3\u7801\u9886\u57df\u7684\u6709\u6548\u6027\u4ecd\u9700\u66f4\u5e7f\u6cdb\u7684\u8de8\u8bed\u8a00\u9a8c\u8bc1\uff0c\u5176\u4f18\u52bf\u662f\u5426\u5728Python\/JS\u4e4b\u5916\u4f9d\u7136\u6210\u7acb\uff0c\u662f\u51b3\u5b9a\u5176\u5e02\u573a\u5e7f\u5ea6\u7684\u91cd\u8981\u56e0\u7d20\u3002\u6700\u540e\uff0c221ms\u7684\u5ef6\u8fdf\u4f18\u52bf\u5728\u7406\u8bba\u4e0a\u662f\u6210\u7acb\u7684\uff0c\u4f46\u5fc5\u987b\u4e0eIDE\u7684\u96c6\u6210\u6df1\u5ea6\u3001\u7f51\u7edc\u5ef6\u8fdf\u3001\u4ee5\u53ca\u5f00\u53d1\u8005\u4e2a\u4eba\u7684\u201c\u5fc3\u6d41\u201d\u611f\u77e5\u9608\u503c\u8fdb\u884c\u7cfb\u7edf\u5316\u7ade\u4e89\uff0c\u624d\u80fd\u771f\u6b63\u5151\u73b0\u201c\u8d85\u5feb\u201d\u7684\u627f\u8bfa\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u603b\u4f53\u800c\u8a00\uff0cMercury Edit 2\u4ee3\u8868\u4e86\u4e00\u4e2a\u503c\u5f97\u8d5e\u8d4f\u7684\u6280\u672f\u8def\u5f84\u5206\u5316\uff1a\u4e0d\u518d\u76f2\u76ee\u8ffd\u6c42\u6a21\u578b\u53c2\u6570\u89c4\u6a21\uff0c\u800c\u662f\u4e3a\u7279\u5b9a\u3001\u9ad8\u4ef7\u503c\u7684\u5f00\u53d1\u5b50\u573a\u666f\uff08\u4f4e\u5ef6\u8fdf\u7f16\u8f91\u9884\u6d4b\uff09\u5b9a\u5236\u6a21\u578b\u67b6\u6784\u3002\u5b83\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u68c0\u9a8c\u201c\u5782\u76f4\u5316\u3001\u573a\u666f\u5316AI\u5f00\u53d1\u5de5\u5177\u201d\u8fd9\u4e00\u547d\u9898\u7684\u6210\u8272\u3002\n            <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n            <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n            <span class=\"toggle-arrow\">\u25bc<\/span>\n        <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n                    <span class=\"comment-author\">Mercury Edit 2<\/span>\n                <\/div>\n<div class=\"comment-content\">Mercury Edit 2 is a coding-focused diffusion LLM built specifically for next-edit prediction. It uses your recent edits and codebase context to suggest the next change, with much higher acceptance and much lower latency than typical code-edit models.<\/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>Mercury Edit 2 is not a general chat model for coding. It is purpose-built for next-edit prediction, one of the most latency-sensitive parts of dev workflows. <\/p>\n<p>The interesting part is that it is built on a diffusion architecture, so it generates tokens in parallel instead of one by one, which is exactly why it can feel so fast. Inception is claiming 75.6% quality at 221ms, plus a 48% higher accept rate and 27% fewer shown edits than the previous version.<\/p>\n<p>If you use <a href=\"https:\/\/www.producthunt.com\/products\/zed\" target=\"_blank\" rel=\"noopener\">@Zed<\/a> , there is a specific <a href=\"https:\/\/www.inceptionlabs.ai\/blog\/introducing-mercury-edit-2#:~:text=sk_ae471146ea60fc117c131b574b00ba96\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">API key<\/a> that unlocks a free 1-month trial.<\/p>\n<p>You can find the configuration tutorial <a href=\"https:\/\/zed.dev\/docs\/ai\/edit-prediction#mercury-coder\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">here<\/a>.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>3<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@zaczuo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@zaczuo<\/a>&nbsp;The parallel token generation part is really interesting \u2014 does that noticeably change the \u201cfeel\u201d compared to traditional models?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>2<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! A diffusion LLM purpose-built for next-edit prediction is a really interesting angle, and the latency advantage over autoregressive models seems like it could be huge for IDE integrations. Are you seeing the biggest gains in specific languages or is it pretty consistent across 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<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Diffusion architecture for code prediction is a bold bet. Most completion tools just throw a bigger autoregressive model at the problem and call it a day. Curious about the latency in practice though. 221ms on paper vs 221ms when you&#8217;re mid-flow writing Flutter code are very different things. Does it handle Dart well or is it mostly tuned for the usual Python\/JS suspects?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The &#8216;next-edit&#8217; framing is interesting &#8211; it&#8217;s predicting intent rather than continuation. How does it handle non-local edits? Like, you rename a function and it needs to chase all the call sites. Is that in scope or is this more single-cursor stuff?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>is &#8216;next-edit prediction&#8217; meaningfully different from standard autocomplete, or is that just a frame for faster completions?<\/p>\n<\/p>\n<p>the diffusion architecture is where this gets interesting. autoregressive models generate one token at a time, so by the time you&#8217;ve generated a complete suggestion for one location, it&#8217;s too slow to extend across several. diffusion generates token positions in parallel, which makes &#8216;what else changes after this edit&#8217; tractable at 221ms. the 48% higher accept rate is the number that actually matters here. low accept rates train developers to dismiss suggestions without reading them. if mercury edit 2 is genuinely better at predicting which edits to surface next, that changes the daily feel more than raw latency numbers do.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\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\/GVWEVFVXXAI4BW\" class=\"app-title\">Faahh<\/a><\/p>\n<div class=\"one-liner\">Slap your desk. Unplug distractions. Get back to focus.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">142<\/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\u5b9a\u4e49\u5de8\u54cd\u6216\u201c\u8fb1\u9a82\u201d\u5f0f\u97f3\u9891\u5373\u65f6\u6253\u65ad\u7528\u6237\u5206\u5fc3\u884c\u4e3a\uff0c\u8f85\u4ee5\u62cd\u684c\u89e6\u53d1\u3001USB\u62d4\u51fa\u8b66\u62a5\u7b49\u7269\u7406\u4ea4\u4e92\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u9700\u8981\u9ad8\u5ea6\u4e13\u6ce8\u65f6\u7c97\u66b4\u56de\u5f52\u4efb\u52a1\u6838\u5fc3\u7684\u684c\u9762\u5e94\u7528\u3002<\/div>\n<p>    <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d50a8f0f-380b-45f4-ad81-2bce414c1bf2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/853a31a0-8761-4f72-8a5a-32f3ac1f6441.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/b3656d3d-2b62-4f4a-ac7b-1f0a0c5329c6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/70dcd7f5-856c-4f19-a8ea-422c256b4cce.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">Funny<\/span><br \/>\n            <span class=\"tag\">Side Project<\/span><br \/>\n            <span class=\"tag\">Memes<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u4e13\u6ce8\u529b\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u9632\u5206\u5fc3\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u884c\u4e3a\u5e72\u9884<\/span><br \/>\n            <span class=\"tag\">\u97f3\u9891\u63d0\u9192<\/span><br \/>\n            <span class=\"tag\">\u7269\u7406\u4ea4\u4e92<\/span><br \/>\n            <span class=\"tag\">\u6548\u7387\u8f6f\u4ef6<\/span><br \/>\n            <span class=\"tag\">\u8da3\u5473\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u8de8\u5e73\u53f0<\/span><br \/>\n            <span class=\"tag\">\u5373\u65f6\u53cd\u9988<\/span><br \/>\n            <span class=\"tag\">\u81ea\u5b9a\u4e49\u63d0\u9192<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u5176\u201c\u6df7\u6c8c\u80fd\u91cf\u201d\u4e0e\u7c97\u66b4\u63d0\u9192\u7684\u6709\u6548\u6027\uff0c\u8ba4\u4e3a\u62cd\u684c\u89e6\u53d1\u662f\u5929\u624d\u8bbe\u8ba1\u3002\u4e3b\u8981\u95ee\u9898\u96c6\u4e2d\u4e8e\u5bf9\u9ed8\u8ba4\u58f0\u97f3\u7684\u8131\u654f\u6548\u5e94\uff0c\u5f00\u53d1\u8005\u56de\u5e94\u81ea\u5b9a\u4e49\u97f3\u9891\u548c\u5347\u7ea7\u201c\u8fb1\u9a82\u201d\u662f\u6838\u5fc3\u89e3\u51b3\u65b9\u6848\u3002\u7528\u6237\u4ea6\u8be2\u95ee\u95f2\u7f6e\u89e6\u53d1\u65f6\u957f\u81ea\u5b9a\u4e49\u3001\u5e94\u7528\u540d\u79f0\u542b\u4e49\u7b49\u7ec6\u8282\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                Faahh \u7684\u672c\u8d28\uff0c\u5e76\u975e\u53c8\u4e00\u6b3e\u4f18\u96c5\u7684\u6548\u7387\u5de5\u5177\uff0c\u800c\u662f\u5bf9\u5f53\u4e0b\u201c\u6e29\u548c\u63d0\u9192\u201d\u54f2\u5b66\u7684\u4e00\u6b21\u53cd\u53db\u5f0f\u5632\u8bbd\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u4e00\u4e2a\u75db\u70b9\uff1a\u5728\u4fe1\u606f\u8fc7\u8f7d\u65f6\u4ee3\uff0c\u8f7b\u67d4\u7684\u63a8\u9001\u548c\u7985\u610f\u7684\u8ba1\u65f6\u5668\u5df2\u6ca6\u4e3a\u767d\u566a\u97f3\uff0c\u7528\u6237\u9700\u8981\u7684\u662f\u8db3\u4ee5\u7a7f\u900f\u8ba4\u77e5\u9ebb\u6728\u7684\u201c\u7535\u51fb\u201d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u5176\u771f\u6b63\u4ef7\u503c\u5728\u4e8e\u5c06\u201c\u8d1f\u53cd\u9988\u201d\u673a\u5236\u6e38\u620f\u5316\u4e0e\u7269\u7406\u5316\u3002\u62cd\u684c\u89e6\u53d1\u548cUSB\u8b66\u62a5\uff0c\u5de7\u5999\u5730\u5c06\u865a\u62df\u63d0\u9192\u951a\u5b9a\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u7269\u7406\u52a8\u4f5c\u4e0a\uff0c\u901a\u8fc7\u884c\u4e3a\u4e0e\u542c\u89c9\u7684\u5f3a\u5173\u8054\uff0c\u5236\u9020\u4e00\u79cd\u8fd1\u4e4e\u6761\u4ef6\u53cd\u5c04\u7684\u5e72\u9884\u3002\u8fd9\u6bd4\u5355\u7eaf\u7684\u5c4f\u5e55\u5f39\u7a97\u66f4\u5177\u4fb5\u5165\u6027\u548c\u8bb0\u5fc6\u70b9\u3002\u800c\u81ea\u5b9a\u4e49\u7f9e\u8fb1\u97f3\u9891\uff0c\u5219\u8fdb\u4e00\u6b65\u5c06\u5916\u90e8\u6fc0\u52b1\u5185\u5316\uff0c\u5229\u7528\u793e\u4ea4\u7f9e\u803b\u611f\u6216\u4e2a\u6027\u5316\u5e7d\u9ed8\u6765\u63d0\u5347\u5e72\u9884\u5f3a\u5ea6\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u8fd9\u79cd\u201c\u7c97\u66b4\u7597\u6cd5\u201d\u7684\u957f\u671f\u6709\u6548\u6027\u5b58\u7591\u3002\u8bc4\u8bba\u4e2d\u5df2\u51fa\u73b0\u5bf9\u9ed8\u8ba4\u58f0\u97f3\u7684\u8131\u654f\uff0c\u8fd9\u63ed\u793a\u4e86\u5176\u6838\u5fc3\u98ce\u9669\uff1a\u4efb\u4f55\u5f3a\u70c8\u7684\u3001\u91cd\u590d\u7684\u523a\u6fc0\u6700\u7ec8\u90fd\u4f1a\u8fb9\u9645\u6548\u5e94\u9012\u51cf\u3002\u5c3d\u7ba1\u8bbe\u8ba1\u4e86\u5347\u7ea7\u201c\u8fb1\u9a82\u201d\u548c\u81ea\u5b9a\u4e49\u529f\u80fd\u4f5c\u4e3a\u7f13\u51b2\uff0c\u4f46\u672c\u8d28\u4e0a\u5b83\u662f\u4e00\u573a\u7528\u6237\u4e0e\u5e94\u7528\u4e4b\u95f4\u5173\u4e8e\u523a\u6fc0\u9608\u503c\u7684\u519b\u5907\u7ade\u8d5b\u3002\u5b83\u53ef\u80fd\u662f\u4e00\u6b3e\u51fa\u8272\u7684\u201c\u91cd\u542f\u201d\u5de5\u5177\u6216\u60c5\u5883\u6027\u5229\u5668\uff0c\u9002\u7528\u4e8e\u6df1\u5ea6\u5de5\u4f5c\u524d\u7684\u4eea\u5f0f\u611f\u6216\u5e94\u5bf9\u6025\u6027\u62d6\u5ef6\uff0c\u4f46\u5f88\u96be\u6210\u4e3a\u7cfb\u7edf\u6027\u4e13\u6ce8\u529b\u89e3\u51b3\u65b9\u6848\u7684\u57fa\u77f3\u3002\u5b83\u66f4\u50cf\u4e00\u5242\u731b\u836f\uff0c\u800c\u975e\u6bcf\u65e5\u8425\u517b\uff1b\u662f\u5524\u9192\u9ebb\u6728\u7684\u5c16\u53eb\uff0c\u800c\u975e\u57f9\u517b\u5fc3\u6d41\u7684\u73af\u5883\u3002\u5176\u6210\u529f\u6070\u6070\u5370\u8bc1\u4e86\u4e3b\u6d41\u6548\u7387\u5de5\u5177\u7684\u65e0\u529b\uff0c\u4f46\u5b83\u7684\u53ef\u6301\u7eed\u6027\uff0c\u53d6\u51b3\u4e8e\u7528\u6237\u5bf9\u201c\u6df7\u6c8c\u201d\u7684\u8010\u53d7\u5ea6\u4ee5\u53ca\u81ea\u8eab\u521b\u610f\u60e9\u7f5a\u673a\u5236\u7684\u66f4\u65b0\u9891\u7387\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\">Faahh<\/span>\n                <\/div>\n<div class=\"comment-content\">Faahhh is a tiny focus app that interrupts you the moment you drift. Faahhh sits quietly in your menu bar \u2014 then hits you with a loud \u201cFaahh\u2026\u201d (or any custom sound). Slap your desk to trigger it. Unplug something and your laptop screams. No blockers. No dashboards. Just instant awareness, chaos, and focus.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Fahhh! Btw have you yourself have become desensitized to the \u201cFaahh\u201d over time?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>3<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hey <a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a> Lakshay! \ud83d\ude02 Yes, I did start getting a little desensitized to the default \u201cFaahh!\u201d sound after hearing it hundreds of times while building.  That\u2019s exactly why I made <strong>custom MP3 uploads<\/strong> one of the core features. Now I use my own voice or my wife\u2019s voice saying something much more direct \u2014 that still hits hard every single time.  also preset mp3 options there. you can select and use it. <\/p>\n<p>The app also has escalating roasts, so it doesn\u2019t let you get too comfortable.  Have you tried uploading your own custom sound yet? It changes everything.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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&#8217;ve been building a focus timer for 2 years and somehow never considered the &#8220;scream at the user&#8221; approach. Respect for the pure chaos energy here. Honestly the desk slap as a trigger is lowkey genius because it&#8217;s a physical action that snaps you back. Most focus tools (mine included) try to be all zen about it. Sometimes you just need to be yelled at.<\/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\/@thenomadcode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thenomadcode<\/a>&nbsp;Thank you so much man, really appreciate it coming from someone who\u2019s been building focus tools for 2 years I got tired of all the zen timers too!<\/p>\n<\/p>\n<p>Sometimes you just need to be yelled at (or properly roasted).The desk slap trigger ended up being way more effective than I expected. Glad you liked the chaos energy<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/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 everyone \ud83d\udc4b<\/p>\n<p>I kept opening X \u201cfor 5 minutes\u201d\u2026<br \/>\u2026and somehow losing 2 hours without noticing.<\/p>\n<p>So I built <strong>Faahh<\/strong> \u2014 an app that doesn\u2019t remind you\u2026<br \/>it <strong>interrupts you<\/strong>.<\/p>\n<p>It sits quietly in your menu bar \u2014<br \/>then suddenly hits you with a loud <em>\u201cFaahh\u2026\u201d<\/em> \ud83d\ude04<\/p>\n<p>No dashboards. No blockers.<br \/>Just instant awareness the moment you drift.<\/p>\n<p>\u26a1 What makes it different<\/p>\n<p>\u2022 Actually calls you out (not gentle nudges)<br \/>\u2022 Upload your own MP3s (roast yourself \ud83d\ude04)<br \/>\u2022 Smart idle detection<br \/>\u2022 Escalates if you ignore it<br \/>\u2022 Rewards you when you get back to work<\/p>\n<p>\u2022 \ud83d\udda5\ufe0f <strong>USB Sentinel<\/strong> \u2014 unplug something \u2192 your laptop screams<br \/>\u2022 \ud83d\udc4b <strong>Desk Slap Trigger<\/strong> \u2014 literally slap your desk to fire a roast<br \/>\u2022 Runs silently in tray \/ menu bar<br \/>\u2022 Works on Mac, Windows &amp; Linux<\/p>\n<p>Inspired by apps like SlapMac \u2014 but I wanted more control, customization, and personality.<\/p>\n<\/p>\n<p>Built this in 24 hours as a fun experiment\u2026<br \/>didn\u2019t expect it to work this well \ud83d\ude05<\/p>\n<\/p>\n<p>Curious \u2014 which feature would you actually use?<br \/>Idle roast, USB alarm, or desk slap? \ud83d\udc40<\/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\/@inagaraj\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@inagaraj<\/a>&nbsp;<\/p>\n<p>I\u2019m glad to see funny apps starting to pop up again despite everything going on in the world. Installing this one.<\/p>\n<p>By the way, what does \u201cFaahh\u201d mean, and why that name?<\/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>Really like the idea. I find myself easily ignoring the small nudges, so would love to try something like this. Most interested in the idle &#8220;faahh&#8221;. Can you customize how long before the sound<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@latitude\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@latitude<\/a>&nbsp; Thanks a lot!<br \/>Yes, you can fully customize the idle time before the roast triggers. options are 1 min, 3 min (default), 5 min, 10 min, 15 min, or 30 min. also custom seconds fields there. <br \/>And yes, you can also upload your own custom MP3s. Many people record their own voice or use memes so the roast feels much more personal and effective. Would love to know how it works for you once you try it!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Cute, I\u2019ll give it a try<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@mogabr\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mogabr<\/a>&nbsp;, glad you find it cute!<\/p>\n<p>Hope the roasts hit just right once you try it. Would love to hear how it feels!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Great launch Nagaraj, keep shipping \ud83d\ude80<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@nixisworld\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@nixisworld<\/a>&nbsp;Thank you so much for your support bro! I really 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>not gonna lie, this is the kind of aggressive motivation I need sometimes \ud83d\ude02<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\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\/GLMGBZLJAH6BPI\" class=\"app-title\">Donut Browser<\/a><\/p>\n<div class=\"one-liner\">Open Source Anti-Detect Browser with Unlimited Profiles<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">124<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u5f00\u6e90\u53cd\u68c0\u6d4b\u6d4f\u89c8\u5668\uff0c\u901a\u8fc7\u521b\u5efa\u6307\u7eb9\u9694\u79bb\u7684\u65e0\u9650\u672c\u5730\u914d\u7f6e\u6587\u4ef6\uff0c\u89e3\u51b3\u7528\u6237\u5728\u9690\u79c1\u4fdd\u62a4\u3001\u591a\u8d26\u53f7\u7ba1\u7406\u53ca\u81ea\u52a8\u5316\u64cd\u4f5c\u573a\u666f\u4e0b\u7684\u8eab\u4efd\u8ffd\u8e2a\u548c\u8d26\u53f7\u5173\u8054\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\/f186f05b-2ba8-4146-b0e1-de6a6460fb40.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d96f2d86-43fe-4d2d-9ba3-4a1e6af320c2.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\">Social Media<\/span><br \/>\n            <span class=\"tag\">Privacy<\/span><br \/>\n            <span class=\"tag\">GitHub<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u5f00\u6e90\u8f6f\u4ef6<\/span><br \/>\n            <span class=\"tag\">\u53cd\u68c0\u6d4b\u6d4f\u89c8\u5668<\/span><br \/>\n            <span class=\"tag\">\u9690\u79c1\u4fdd\u62a4<\/span><br \/>\n            <span class=\"tag\">\u6d4f\u89c8\u5668\u6307\u7eb9<\/span><br \/>\n            <span class=\"tag\">\u591a\u8d26\u53f7\u7ba1\u7406<\/span><br \/>\n            <span class=\"tag\">\u6d4f\u89c8\u5668\u81ea\u52a8\u5316<\/span><br \/>\n            <span class=\"tag\">\u8425\u9500\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u4ee3\u7406\u652f\u6301<\/span><br \/>\n            <span class=\"tag\">\u672c\u5730\u914d\u7f6e\u6587\u4ef6<\/span><br \/>\n            <span class=\"tag\">\u6307\u7eb9\u9694\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>\u5f00\u53d1\u8005\u79ef\u6781\u63a8\u5e7f\u5e76\u56de\u5e94\u3002\u7528\u6237\u8ba4\u53ef\u5176\u5f00\u53d1\u8005\u53cb\u597d\u6027\uff0c\u5e76\u4e0e\u7ade\u54c1Adspower\u5bf9\u6bd4\u3002\u6709\u7528\u6237\u8be2\u95ee\u81ea\u52a8\u5316\u6267\u884c\uff08\u5982\u67e5\u8be2LLMs\uff09\u7684\u53ef\u80fd\u6027\uff0c\u5f00\u53d1\u8005\u786e\u8ba4\u8be5\u529f\u80fd\u5c5e\u4e8e\u4ed8\u8d39\u8ba1\u5212\u3002\u6574\u4f53\u53cd\u9988\u6b63\u9762\uff0c\u5173\u6ce8\u70b9\u5728\u4e8e\u529f\u80fd\u5bf9\u6bd4\u3001\u81ea\u52a8\u5316\u80fd\u529b\u53ca\u5546\u4e1a\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                Donut Browser\u5207\u5165\u7684\u662f\u4e00\u4e2a\u654f\u611f\u4e14\u9700\u6c42\u660e\u786e\u7684\u5229\u57fa\u5e02\u573a\u2014\u2014\u53cd\u68c0\u6d4b\u6d4f\u89c8\u5668\u3002\u5176\u6838\u5fc3\u5ba3\u79f0\u7684\u201c\u5f00\u6e90\u201d\u548c\u201c\u65e0\u9650\u672c\u5730\u914d\u7f6e\u6587\u4ef6\u201d\u662f\u53cc\u5203\u5251\u3002\u5f00\u6e90\u610f\u5473\u7740\u900f\u660e\u3001\u53ef\u5ba1\u8ba1\uff0c\u5bf9\u6ce8\u91cd\u5b89\u5168\u4e0e\u5b9a\u5236\u7684\u6280\u672f\u7528\u6237\u6709\u5438\u5f15\u529b\uff0c\u5e76\u80fd\u6784\u5efa\u793e\u533a\u4fe1\u4efb\u3002\u65e0\u9650\u672c\u5730\u914d\u7f6e\u5219\u76f4\u63a5\u62a8\u51fb\u4e86\u540c\u7c7bSaaS\u4ea7\u54c1\uff08\u5982AdsPower\uff09\u6309\u914d\u7f6e\u6587\u4ef6\u6570\u91cf\u6536\u8d39\u7684\u6838\u5fc3\u5546\u4e1a\u6a21\u5f0f\uff0c\u610f\u56fe\u7528\u672c\u5730\u5b58\u50a8\u7684\u201c\u514d\u8d39\u201d\u98a0\u8986\u5e02\u573a\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5728\u4e8e\u5e73\u8861\u3002\u4f5c\u4e3a\u201c\u53cd\u68c0\u6d4b\u201d\u5de5\u5177\uff0c\u5b83\u6e38\u8d70\u5728\u7070\u8272\u5730\u5e26\uff0c\u65e2\u670d\u52a1\u4e8e\u9690\u79c1\u4fdd\u62a4\u3001\u5f00\u53d1\u6d4b\u8bd5\u3001\u591a\u8d26\u53f7\u8fd0\u8425\u7684\u6b63\u5f53\u9700\u6c42\uff0c\u4e5f\u53ef\u80fd\u88ab\u7528\u4e8e\u722c\u866b\u89c4\u907f\u3001\u5e7f\u544a\u6b3a\u8bc8\u6216\u8d26\u53f7\u6ee5\u7528\u3002\u5176\u5f00\u6e90\u7279\u6027\u53ef\u80fd\u964d\u4f4e\u4f5c\u6076\u95e8\u69db\uff0c\u4f46\u4e5f\u56e0\u4e3a\u516c\u5f00\u900f\u660e\uff0c\u4f7f\u5f97\u5176\u6307\u7eb9\u6a21\u62df\u6280\u672f\u7684\u6709\u6548\u6027\u548c\u5bf9\u6297\u6027\u66f4\u65b0\u80fd\u529b\u9762\u4e34\u66f4\u4e25\u5cfb\u7684\u8003\u9a8c\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ece\u8bc4\u8bba\u770b\uff0c\u5f00\u53d1\u8005\u5df2\u8fc5\u901f\u63a8\u51fa\u9488\u5bf9\u673a\u6784\u7528\u6237\u548c\u81ea\u52a8\u5316\u9700\u6c42\u7684\u4ed8\u8d39\u8ba1\u5212\uff0c\u8fd9\u63ed\u793a\u4e86\u5176\u5546\u4e1a\u5316\u903b\u8f91\uff1a\u7528\u514d\u8d39\u65e0\u9650\u7684\u672c\u5730\u914d\u7f6e\u5438\u5f15\u7528\u6237\u548c\u6d41\u91cf\uff0c\u518d\u901a\u8fc7\u9ad8\u7ea7\u81ea\u52a8\u5316\u3001\u540c\u6b65\u7b49\u56e2\u961f\u534f\u4f5c\u529f\u80fd\u53d8\u73b0\u3002\u8fd9\u6761\u8def\u7ebf\u7684\u5173\u952e\u5728\u4e8e\uff0c\u5176\u5f00\u6e90\u514d\u8d39\u7248\u80fd\u5426\u5728\u6838\u5fc3\u53cd\u68c0\u6d4b\u80fd\u529b\u4e0a\u6301\u7eed\u4fdd\u6301\u4e0e\u5546\u4e1a\u7ade\u54c1\u76f8\u5f53\u7684\u7ade\u4e89\u529b\uff0c\u4ece\u800c\u6210\u4e3a\u6709\u6548\u7684\u201c\u5f15\u6d41\u5165\u53e3\u201d\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u4ec5\u662f\u4e00\u4e2a\u53d7\u6b22\u8fce\u7684\u5f00\u53d1\u8005\u5de5\u5177\uff0c\u800c\u975e\u98a0\u8986\u884c\u4e1a\u7684\u201c\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\u201d\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u6280\u672f\u8fed\u4ee3\u7684\u6df1\u5ea6\u3001\u793e\u533a\u751f\u6001\u7684\u6d3b\u529b\uff0c\u4ee5\u53ca\u5728\u5408\u89c4\u4e0e\u4f26\u7406\u8fb9\u7f18\u884c\u8d70\u7684\u7cbe\u51c6\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\">Donut Browser<\/span>\n                <\/div>\n<div class=\"comment-content\">Open source anti-detect browser. Create unlimited local profiles with unique fingerprints, proxy support, and full browser automation.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hi everyone! I&#8217;m excited to launch Donut Browser, my open source anti-detect browser. It is the first anti-detect browser to offer unlimited profiles with no account required.<\/p>\n<p>I began working on this project over a year ago as a tool for managing browser profiles, which later evolved into a proper anti-detect solution. I replaced all of my other browsers with it and I think it is a game-changer for privacy.<\/p>\n<p>Around a month ago I added a paid plan with features useful for agency owners, marketers, and those doing browser automation. I already have a few paying customers. If you are one of them &#8211; thank you!<\/p>\n<p>Happy for anyone to try it out. I&#8217;ll be here to answer any questions! \ud83d\ude42<\/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>That&#8217;s really great! It&#8217;s excellent for developers.<\/p>\n<p>By the way, I wanted to ask: the tool I used previously\u2014Adspower\u2014seems quite similar to yours. Is it a competitor of yours?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Hi <a href=\"https:\/\/www.producthunt.com\/@irving_ai\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"irving_ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@irving_ai<\/a> ! \ud83d\ude42 Yes, Donut is a competing tool to AdsPower and other commercial anti-detect solutions. Depending on what you need to do, it can likely match and exceed its functionality, but if there is something particular missing that you need &#8211; I&#8217;m happy to consider adding 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>Really cool project! Am I able to run cron jobs to query LLMs with this?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@latteliem\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Jonathan<\/a> ! \ud83d\ude42 Yes, but browser automation and profile synchronizer are available as part of the paid plan.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>It&#8217;s super cool Andy! Being able to set different profiles with their own proxies and cookies is super useful for automating daily processes. Wish you all the best here! <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p>Thank you <a href=\"https:\/\/www.producthunt.com\/@german_merlo1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Germ\u00e1n<\/a> ! \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#7<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/JXX3QD2KX7LSZT\" class=\"app-title\">OpenRouter Model Fusion<\/a><\/p>\n<div class=\"one-liner\">Run many models side by side and fuse the best answer<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">119<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u5e76\u884c\u8fd0\u884c\u591a\u4e2aAI\u6a21\u578b\u5e76\u667a\u80fd\u878d\u5408\u5176\u6700\u4f73\u7b54\u6848\uff0c\u4ee5\u751f\u6210\u66f4\u4f18\u54cd\u5e94\u7684\u5b9e\u9a8c\u6027\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u5355\u4e00\u6a21\u578b\u53ef\u80fd\u5b58\u5728\u7684\u504f\u89c1\u3001\u9519\u8bef\u6216\u80fd\u529b\u5c40\u9650\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\/dc718e9c-13d0-423d-8767-3264b46be40e.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\/3a7ebaa5-a94d-48a1-ad86-25e2ccaf3002.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\/8f2d0c01-473e-4ac0-b0c4-9c0c14cf4e85.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\/45b8a3eb-523e-4946-939b-c30b2e50efdb.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\">A\/B Testing<\/span><br \/>\n            <span class=\"tag\">Artificial Intelligence<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u6a21\u578b\u96c6\u6210<\/span><br \/>\n            <span class=\"tag\">\u591a\u6a21\u578b\u878d\u5408<\/span><br \/>\n            <span class=\"tag\">\u63d0\u793a\u8bcd\u5de5\u7a0b<\/span><br \/>\n            <span class=\"tag\">\u6a21\u578b\u8def\u7531<\/span><br \/>\n            <span class=\"tag\">\u54cd\u5e94\u5408\u6210<\/span><br \/>\n            <span class=\"tag\">\u5b9e\u9a8c\u6027\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u5927\u8bed\u8a00\u6a21\u578b\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u51b3\u7b56\u589e\u5f3a<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u80af\u5b9a\u5176\u53ef\u914d\u7f6e\u7684\u201c\u6cd5\u5b98\u201d\u6a21\u578b\u662f\u6838\u5fc3\u521b\u65b0\u4e0e\u771f\u6b63\u4ef7\u503c\u6240\u5728\uff0c\u63d0\u4f9b\u4e86\u63a7\u5236\u5c42\u3002\u5173\u6ce8\u6df7\u5408\u5f00\u6e90\u4e0e\u95ed\u6e90\u6a21\u578b\u7684\u5b9e\u9645\u6548\u679c\u63d0\u5347\u3001\u6210\u672c\u63a7\u5236\u95ee\u9898\uff0c\u5e76\u63d0\u51fa\u4e86\u5bf9\u8f93\u51fa\u53ef\u8ffd\u6eaf\u6027\u4e0e\u6cbb\u7406\u8d23\u4efb\u7684\u62c5\u5fe7\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                OpenRouter Model Fusion \u770b\u4f3c\u662f\u53c8\u4e00\u4e2a\u201c\u6a21\u578b\u8def\u7531\u201d\u6216\u201c\u6a21\u578b\u59d4\u5458\u4f1a\u201d\u7684\u8ddf\u98ce\u4e4b\u4f5c\uff0c\u4f46\u5176\u4ea7\u54c1\u8bbe\u8ba1\u7684\u950b\u8292\uff0c\u7cbe\u51c6\u5730\u523a\u5411\u4e86\u5f53\u524dAI\u5e94\u7528\u5806\u6808\u4e2d\u6700\u88ab\u5ffd\u89c6\u7684\u8f6f\u808b\u2014\u2014\u51b3\u7b56\u4e0e\u5408\u6210\u5c42\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7edd\u5927\u591a\u6570\u591a\u6a21\u578b\u65b9\u6848\u6b62\u6b65\u4e8e\u201c\u5e76\u884c\u8c03\u7528\u201d\u6216\u201c\u7b80\u5355\u6295\u7968\u201d\uff0c\u672c\u8d28\u662f\u7b97\u529b\u7684\u5806\u780c\u4e0e\u6982\u7387\u7684\u535a\u5f08\u3002Model Fusion \u5c06\u201c\u6cd5\u5b98\u201d\u6a21\u578b\u7f6e\u4e8e\u53ef\u914d\u7f6e\u7684\u6838\u5fc3\u5730\u4f4d\uff0c\u8fd9\u7edd\u975e\u5fae\u521b\u65b0\uff0c\u800c\u662f\u4e00\u6b21\u8303\u5f0f\u4e0a\u7684\u6084\u7136\u8f6c\u79fb\u3002\u5b83\u627f\u8ba4\u4e86\u4e00\u4e2a\u6b8b\u9177\u73b0\u5b9e\uff1a\u5728\u5f53\u4eca\u6a21\u578b\u80fd\u529b\u7206\u70b8\u4f46\u7279\u6027\u5206\u5316\u7684\u683c\u5c40\u4e0b\uff0c\u6ca1\u6709\u4e00\u4e2a\u5168\u80fd\u51a0\u519b\u3002\u771f\u6b63\u7684\u667a\u80fd\uff0c\u6216\u8bb8\u4e0d\u5728\u4e8e\u9009\u62e9\u4e00\u4e2a\u201c\u6700\u4f73\u201d\u6a21\u578b\uff0c\u800c\u5728\u4e8e\u6784\u5efa\u4e00\u4e2a\u80fd\u7406\u89e3\u3001\u6743\u8861\u5e76\u521b\u9020\u6027\u6574\u5408\u4e0d\u540c\u6a21\u578b\u201c\u4e13\u957f\u201d\u7684\u5143\u8ba4\u77e5\u5c42\u3002\u8fd9\u4f7f\u4ea7\u54c1\u4ece\u201c\u8d1f\u8f7d\u5747\u8861\u5668\u201d\u5347\u7ea7\u4e3a\u201c\u51b3\u7b56\u589e\u5f3a\u5f15\u64ce\u201d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u5149\u9c9c\u7684\u5b9e\u9a8c\u6027\u5916\u58f3\u4e0b\uff0c\u6697\u7901\u91cd\u91cd\u3002\u9996\u5148\uff0c\u201c\u6cd5\u5b98\u201d\u7684\u88c1\u51b3\u8fc7\u7a0b\u5982\u540c\u9ed1\u7bb1\uff0c\u5176\u81ea\u8eab\u7684\u504f\u89c1\u4e0e\u80fd\u529b\u4e0a\u9650\u5c06\u6210\u4e3a\u6574\u4e2a\u7cfb\u7edf\u65b0\u7684\u5929\u82b1\u677f\u4e0e\u98ce\u9669\u6e90\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u201c\u6cbb\u7406\u8868\u9762\u6269\u5927\u201d\u7684\u8b66\u544a\u4e00\u9488\u89c1\u8840\uff1a\u5f53\u8f93\u51fa\u7531\u4e09\u4e2a\u6a21\u578b\u7684\u788e\u7247\u62fc\u5408\u800c\u6210\uff0c\u8d23\u4efb\u4e0e\u53ef\u5ba1\u8ba1\u6027\u4fbf\u88ab\u7a00\u91ca\uff0c\u8fd9\u4e3a\u4e25\u8083\u7684\u4f01\u4e1a\u90e8\u7f72\u57cb\u4e0b\u5408\u89c4\u5730\u96f7\u3002\u5176\u6b21\uff0c\u6210\u672c\u6a21\u578b\u5982\u8fbe\u6469\u514b\u5229\u65af\u4e4b\u5251\u3002\u5728\u8ffd\u6c42\u201c\u6700\u4f18\u7b54\u6848\u201d\u7684\u8bf1\u60d1\u4e0b\uff0c\u8c03\u7528\u591a\u4e2a\u9876\u7ea7\u6a21\u578b\u7684\u6210\u672c\u53ef\u80fd\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u800c\u6027\u80fd\u63d0\u5347\u5374\u53ef\u80fd\u9677\u5165\u8fb9\u9645\u6548\u76ca\u9012\u51cf\u7684\u66f2\u7ebf\u3002\u8fd9\u4f7f\u5176\u77ed\u671f\u5185\u66f4\u53ef\u80fd\u662f\u4e00\u4e2a\u6781\u5ba2\u7684\u73a9\u5177\u548c\u5b9e\u9a8c\u5e73\u53f0\uff0c\u800c\u975e\u53ef\u89c4\u6a21\u5316\u7684\u751f\u4ea7\u5de5\u5177\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u771f\u6b63\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u878d\u5408\u201d\u8fd9\u4e2a\u52a8\u4f5c\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u5b83\u8feb\u4f7f\u5f00\u53d1\u8005\u4e0e\u7528\u6237\u5fc5\u987b\u6df1\u5165\u601d\u8003\uff1a\u6211\u9700\u8981\u6a21\u578b\u5728\u54ea\u4e9b\u7ef4\u5ea6\u4e0a\u4e92\u8865\uff1f\u201c\u597d\u7b54\u6848\u201d\u7684\u8bc4\u5224\u6807\u51c6\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f\u5b83\u66b4\u9732\u4e86\u5f53\u524dAI\u5e94\u7528\u5bf9\u201c\u51b3\u7b56\u903b\u8f91\u201d\u7f3a\u4e4f\u8bbe\u8ba1\u3001\u8fc7\u5ea6\u4f9d\u8d56\u5355\u4e00\u6a21\u578b\u8f93\u51fa\u7684\u5e7c\u7a1a\u75c5\u3002\u56e0\u6b64\uff0cModel Fusion \u6700\u5927\u7684\u8d21\u732e\uff0c\u53ef\u80fd\u4e0d\u662f\u5176\u4ea7\u51fa\u7684\u201c\u66f4\u4f18\u54cd\u5e94\u201d\uff0c\u800c\u662f\u5b83\u4f5c\u4e3a\u4e00\u4e2a\u601d\u60f3\u5b9e\u9a8c\uff0c\u63ed\u793a\u4e86\u4e0b\u4e00\u4ee3AI\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u4e2d\uff0c\u4e00\u4e2a\u72ec\u7acb\u3001\u53ef\u7f16\u7a0b\u7684\u201c\u51b3\u7b56\u5c42\u201d\u7684\u5fc5\u8981\u6027\u4e0e\u5de8\u5927\u6f5c\u529b\u3002\u5b83\u7684\u6210\u8d25\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5c06\u201c\u6cd5\u5b98\u201d\u4ece\u9ed1\u7bb1\u53d8\u4e3a\u900f\u660e\u3001\u53ef\u89e3\u91ca\u3001\u53ef\u7ea6\u675f\u7684\u5de5\u5177\uff0c\u5426\u5219\uff0c\u5b83\u53ea\u662f\u7528\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u6df7\u6c8c\uff0c\u66ff\u4ee3\u4e86\u539f\u6709\u7684\u7b80\u5355\u6df7\u6c8c\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\">OpenRouter Model Fusion<\/span>\n                <\/div>\n<div class=\"comment-content\">Model Fusion is a new public experiment from OpenRouter Labs. It runs your prompt through multiple models, analyzes their outputs, and uses a customizable &#8220;judge&#8221; model to fuse the best aspects into a single, superior response.<\/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>This is one of the latest experimental projects out of <a href=\"https:\/\/openrouter.ai\/labs\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">OpenRouter Labs<\/a>. The concept is kinda similar to the <a href=\"https:\/\/www.producthunt.com\/products\/perplexity-ai\/launches\/model-council-in-perplexity\" target=\"_blank\" rel=\"noopener\">Model Council<\/a>: you run your prompt through multiple models, a pre-fuse judging step analyzes their outputs across different axes, and then a final &#8220;judge&#8221; model synthesizes everything into one final answer.<\/p>\n<p>The obvious advantage here is OpenRouter\u2019s massive catalog. You can mix and match almost any current SOTA model available today, whether open or closed.<\/p>\n<p>One interesting variable is the <strong>fuse model itself<\/strong>. The model you choose for that final synthesis step seems to have a big impact on the style and quality of the final output, which adds a whole new control layer to the workflow.<\/p>\n<p>Just a quick heads-up on cost: you can definitely select free models to test the waters. But if you route this through premium models, costs can add up quickly, so make sure you have some credits loaded up!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>2<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>The judge model being configurable is the part that makes this actually interesting. Most &#8220;run multiple models&#8221; approaches just pick the longest answer or do basic voting. Being able to control the synthesis step adds a real control layer. Have you guys seen meaningful quality jumps when mixing open and closed models together vs sticking with one family?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@thenomadcode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@thenomadcode<\/a>&nbsp;Yeah this is what I was thinking too \u2014 the control over the final synthesis step is the real differentiator here.<\/p>\n<\/p>\n<blockquote>\n<p>Would be interesting to see benchmarks comparing mixed-model outputs vs single-model consistency<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>@thenomadcode Totally agree. The judge layer is what makes this feel more like a usable decision workflow than a simple ensemble demo. My guess is the biggest gains will show up when teams mix models with genuinely different strengths rather than variants from the same family.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Most multi-model tools optimize the wrong step. Routing is easy. Synthesis is the hard part. The fact that the judge model is configurable is actually the interesting design decision here, not the parallel execution. A judge that just averages or picks longest is no better than a single good model. Curious whether the default judge behavior is documented somewhere, or if the quality of the fusion is mostly opaque until you&#8217;ve run it enough times to calibrate it yourself.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Running models side-by-side and fusing the best answer is genuinely useful \u2014 but it also expands the governance surface. When 3 models contribute to an output, who owns the audit trail? Which model triggered the downstream action?<\/p>\n<\/p>\n<p>Microsoft swapped the model inside Copilot this week and most teams had no process for catching it. The teams that get the most from fusion tools like this are the ones who pair it with clear ownership of the decision layer \u2014 not just the output quality layer.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\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\/U2KRJWKDWPLQN6\" class=\"app-title\">Open Claude in Chrome<\/a><\/p>\n<div class=\"one-liner\">Claude in Chrome, reverse-engineered, Jailbroken<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">113<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u9006\u5411\u5de5\u7a0b\u5b9e\u73b0\u3001\u89e3\u9664\u5b98\u65b9\u9650\u5236\u7684Chrome\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u4e3aClaude Code\u63d0\u4f9b\u5b8c\u6574\u7684\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u80fd\u529b\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u975eChrome\/Edge\u6d4f\u89c8\u5668\u53ca\u53d7\u9650\u7f51\u7ad9\u4e0a\u65e0\u6cd5\u4f7f\u7528\u8be5\u529f\u80fd\u7684\u75db\u70b9\u3002<\/div>\n<p>    <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n                <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/f928f9ba-6441-4840-8ec1-707283b84b96.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/n4-2fjOsGhw\"><source src=\"https:\/\/youtu.be\/n4-2fjOsGhw\" 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\/012d92f2-9d44-43c6-a466-2e877f9c9bd8.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c9074e2a-04ac-4b7a-8e63-c669d66fca04.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2af64f8e-54cf-4cd3-8dd3-a1227524ce66.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/464c2d50-50ca-4798-93d4-ac3498784f2d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fd18b76c-7d88-4e24-8ac2-e4223784c1ed.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6d625ac0-4815-4f5d-a0ba-a135ee9e03ec.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3791c238-5c3f-4e3b-814c-3e2a0640995f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/32fd2044-afcd-4f57-a07d-5f01ec306221.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/7d25c7fb-00e1-4769-b3e2-19b043bf4221.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">Browser Extensions<\/span><br \/>\n            <span class=\"tag\">Open Source<\/span><br \/>\n            <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n            <span class=\"tag\">GitHub<\/span><br \/>\n            <span class=\"tag\">YouTube<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u6d4f\u89c8\u5668\u6269\u5c55<\/span><br \/>\n            <span class=\"tag\">AI\u52a9\u624b\u589e\u5f3a<\/span><br \/>\n            <span class=\"tag\">\u9006\u5411\u5de5\u7a0b<\/span><br \/>\n            <span class=\"tag\">\u81ea\u52a8\u5316\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u5f00\u6e90\u9879\u76ee<\/span><br \/>\n            <span class=\"tag\">Claude\u751f\u6001<\/span><br \/>\n            <span class=\"tag\">\u89e3\u9664\u9650\u5236<\/span><br \/>\n            <span class=\"tag\">MCP\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">Chromium\u517c\u5bb9<\/span><br \/>\n            <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u8ba4\u53ef\u5176\u5b8c\u6574\u590d\u73b0\u4e8618\u79cdMCP\u5de5\u5177\u5e76\u89e3\u9664\u57df\u540d\u5c01\u9501\u7684\u6838\u5fc3\u4ef7\u503c\u3002\u552f\u4e00\u6709\u6548\u5efa\u8bae\u6765\u81ea\u56de\u5e16\uff0c\u8be2\u95ee\u4e3a\u4f55\u4e0d\u76f4\u63a5\u5728Chrome\u6269\u5c55\u8bbe\u7f6e\u4e2d\u5c4f\u853d\u57df\u540d\uff0c\u6697\u793a\u4e86\u90e8\u5206\u7528\u6237\u5bf9\u5b9e\u73b0\u6280\u672f\u8def\u5f84\u7684\u7591\u95ee\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                \u8fd9\u6b3e\u4ea7\u54c1\u672c\u8d28\u4e0a\u662f\u4e00\u573a\u9488\u5bf9AI\u5de5\u5177\u5f00\u653e\u6027\u7684\u201c\u8d8a\u72f1\u201d\u884c\u52a8\u3002\u5176\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u6280\u672f\u5b9e\u73b0\u2014\u2014\u9006\u5411\u5de5\u7a0b2200\u884cJavaScript\u5e76\u975e\u9ad8\u4e0d\u53ef\u6500\u2014\u2014\u800c\u5728\u4e8e\u5c16\u9510\u5730\u63d0\u51fa\u4e86\u4e00\u4e2a\u4f26\u7406\u4e0e\u5546\u4e1a\u7684\u8fb9\u754c\u95ee\u9898\uff1a\u5f53\u5b98\u65b9\u5de5\u5177\u901a\u8fc7\u57df\u540d\u5c01\u9501\uff08\u6db5\u76d6\u94f6\u884c\u3001\u793e\u4ea4\u3001\u91d1\u878d\u7b4958\u4e2a\u654f\u611f\u9886\u57df\uff09\u6765\u6784\u5efa\u5b89\u5168\u56f4\u680f\u65f6\uff0c\u4e00\u4e2a\u5f00\u6e90\u66ff\u4ee3\u54c1\u4ee5\u201c\u529f\u80fd\u5168\u517c\u5bb9\u4f46\u65e0\u9650\u5236\u201d\u7684\u59ff\u6001\u51fa\u73b0\uff0c\u7a76\u7adf\u662f\u5728\u7834\u574f\u5b89\u5168\u89c4\u8303\uff0c\u8fd8\u662f\u5728\u63a8\u52a8AI\u8f85\u52a9\u7684\u6c11\u4e3b\u5316\uff1f\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u4ecb\u7ecd\u4e2d\u201cClaude doesn&#8217;t know the difference\u201d\u4e00\u53e5\u5c24\u4e3a\u503c\u5f97\u73a9\u5473\u3002\u5b83\u63ed\u793a\u4e86\u5f53\u524dAI\u4ee3\u7406\u751f\u6001\u7684\u4e00\u4e2a\u8106\u5f31\u6027\uff1a\u6a21\u578b\u7684\u884c\u4e3a\u9ad8\u5ea6\u4f9d\u8d56\u5de5\u5177\u5b9a\u4e49\uff08Tool Schemas\uff09\uff0c\u4e00\u65e6\u5de5\u5177\u5c42\u88ab\u201c\u8c03\u5305\u201d\uff0c\u6a21\u578b\u4fbf\u4f1a\u65e0\u5dee\u522b\u5730\u6267\u884c\u6307\u4ee4\u3002\u8fd9\u8feb\u4f7f\u4e1a\u754c\u601d\u8003\uff0cAI\u5b89\u5168\u7a76\u7adf\u5e94\u8be5\u5efa\u7acb\u5728\u5de5\u5177\u5c42\u7684\u786c\u6027\u5c01\u9501\u4e0a\uff0c\u8fd8\u662f\u9700\u8981\u6a21\u578b\u81ea\u8eab\u5177\u5907\u66f4\u5f3a\u7684\u610f\u56fe\u7406\u89e3\u548c\u4f26\u7406\u5224\u65ad\u80fd\u529b\uff1f\n            <\/p>\n<p class=\"ai-content\">\n                \u4ece\u77ed\u671f\u770b\uff0c\u8fd9\u6b3e\u6269\u5c55\u6ee1\u8db3\u4e86\u9ad8\u7ea7\u7528\u6237\u5bf9\u65e0\u8fb9\u754c\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u7684\u6e34\u6c42\uff0c\u5c24\u5176\u662f\u5f00\u53d1\u8005\u548c\u6280\u672f\u7231\u597d\u8005\u7fa4\u4f53\u3002\u4f46\u957f\u671f\u800c\u8a00\uff0c\u5b83\u66f4\u50cf\u4e00\u4e2a\u8b66\u793a\u4fe1\u53f7\uff1a\u968f\u7740MCP\uff08Model Context Protocol\uff09\u7b49\u5de5\u5177\u534f\u8bae\u9010\u6e10\u6807\u51c6\u5316\uff0cAI\u80fd\u529b\u7684\u5f00\u653e\u4e0e\u7ba1\u63a7\u5fc5\u5c06\u6210\u4e3a\u65b0\u4e00\u8f6e\u535a\u5f08\u7684\u7126\u70b9\u3002\u5b98\u65b9\u7248\u672c\u9009\u62e9\u5c01\u9501\uff0c\u6216\u8bb8\u5e76\u975e\u6280\u672f\u65e0\u80fd\uff0c\u800c\u662f\u89c4\u907f\u6cd5\u5f8b\u4e0e\u9053\u5fb7\u98ce\u9669\u7684\u4fdd\u5b88\u7b56\u7565\u3002\u800c\u8fd9\u4e2a\u5f00\u6e90\u7248\u672c\uff0c\u5219\u50cf\u4e00\u628a\u53cc\u5203\u5251\uff0c\u65e2\u5288\u5f00\u4e86\u4e0d\u5fc5\u8981\u7684\u9650\u5236\uff0c\u4e5f\u53ef\u80fd\u6253\u5f00\u4e86\u6f58\u591a\u62c9\u9b54\u76d2\u3002\u5b83\u7684\u6d41\u884c\uff0c\u5c06\u5012\u903c\u5b98\u65b9\u5728\u201c\u7528\u6237\u4f53\u9a8c\u201d\u4e0e\u201c\u98ce\u9669\u7ba1\u63a7\u201d\u4e4b\u95f4\uff0c\u5bfb\u627e\u4e00\u4e2a\u66f4\u900f\u660e\u3001\u66f4\u5408\u7406\u7684\u5e73\u8861\u70b9\u3002\n            <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n            <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n            <span class=\"toggle-arrow\">\u25bc<\/span>\n        <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n                    <span class=\"comment-author\">Open Claude in Chrome<\/span>\n                <\/div>\n<div class=\"comment-content\">Claude in Chrome gives Claude Code full browser automation, but blocks 58 domains (banks, Tinder, Reddit, Robinhood, Bloomberg) and only works in Chrome\/Edge. I reverse-engineered it from the tool schemas. Same 18 tools, same performance. No blocklist. Any Chromium browser. Open source.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Claude in Chrome gives Claude Code full browser automation: 18 MCP tools for clicking, typing, screenshots, JS eval, accessibility tree, console\/network monitoring, and more.<\/p>\n<p>But it blocks 58 domains across 11 categories (banks, brokerages, Tinder, Reddit, Robinhood, Bloomberg, Coinbase) and only works in Chrome and Edge.<\/p>\n<p>Open Claude in Chrome is a clean-room reverse engineering of the official extension. Same 18 tools, same performance, 100% parity. Claude doesn&#8217;t know the difference because it was trained on these exact tool schemas.<\/p>\n<p>The only differences:<br \/>\n&#8211; No domain blocklist. Navigate anywhere.<br \/>\n&#8211; Works in any Chromium browser (Brave, Arc, Opera, Vivaldi, Edge, Chrome).<br \/>\n&#8211; Fully open source (MIT).<\/p>\n<p>~2,200 lines of JavaScript. Built from the MCP tool schemas, not a fork.<\/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\">@sebastian_sosa1 why not just block the domains in Claude\u2019s allowed domains list in chrome\u2019s extension settings?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\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\">#9<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/BV3QLPODLJQ2UN\" class=\"app-title\">Vista<\/a><\/p>\n<div class=\"one-liner\">The image viewer macOS should have built.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">106<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Vista\u662f\u4e00\u6b3e\u4e13\u4e3amacOS\u6253\u9020\u7684\u6781\u901f\u56fe\u7247\u67e5\u770b\u5668\uff0c\u6838\u5fc3\u89e3\u51b3\u4e86\u7528\u6237\u5728\u5feb\u901f\u6d4f\u89c8\u6587\u4ef6\u5939\u5185\u56fe\u7247\u65f6\uff0c\u56e0\u539f\u751f\u5de5\u5177\uff08\u5982\u9884\u89c8\u548c\u5feb\u901f\u67e5\u770b\uff09\u7684\u4ea4\u4e92\u7f3a\u9677\uff08\u65e0\u6cd5\u6587\u4ef6\u5939\u5bfc\u822a\u3001\u89c6\u56fe\u6613\u6d88\u5931\uff09\u800c\u4e2d\u65ad\u5de5\u4f5c\u6d41\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\/faa26e96-6fb7-441c-8ae5-9a8ca37e475f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/13e4951b-a5b9-44a3-b1f9-fae28ea2b90c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/c65ac9a4-0cb9-4270-8307-dd00767410a8.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\">Photography<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u56fe\u7247\u67e5\u770b\u5668<\/span><br \/>\n            <span class=\"tag\">macOS\u539f\u751f\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u6781\u901f\u8f7b\u91cf<\/span><br \/>\n            <span class=\"tag\">\u66ff\u4ee3\u9884\u89c8<\/span><br \/>\n            <span class=\"tag\">\u6587\u4ef6\u5939\u6d4f\u89c8<\/span><br \/>\n            <span class=\"tag\">\u952e\u76d8\u5bfc\u822a<\/span><br \/>\n            <span class=\"tag\">\u514d\u8d39\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u5355\u4e00\u529f\u80fd<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u666e\u904d\u8ba4\u53ef\u5176\u89e3\u51b3\u4e86macOS\u56fe\u7247\u6d4f\u89c8\u7684\u957f\u671f\u75db\u70b9\u3002\u5f00\u53d1\u8005\u8bc4\u8bba\u8d5e\u8d4f\u5176\u54f2\u5b66\u5e76\u8be2\u95ee\u5bf9HEIC\/RAW\u683c\u5f0f\u7684\u652f\u6301\uff1b\u5176\u4ed6\u7528\u6237\u8be2\u95ee\u80fd\u5426\u66ff\u4ee3\u7cfb\u7edf\u9ed8\u8ba4\u7684\u9884\u89c8\u7a0b\u5e8f\u3002\u6709\u6548\u53cd\u9988\u96c6\u4e2d\u5728\u683c\u5f0f\u517c\u5bb9\u6027\u4e0e\u7cfb\u7edf\u96c6\u6210\u6df1\u5ea6\u4e0a\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                Vista\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u5e94\u7528\u7684\u4e0a\u7ebf\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u5c01\u5199\u7ed9macOS\u539f\u751f\u4f53\u9a8c\u7f3a\u5931\u73af\u8282\u7684\u6297\u8bae\u4e66\u3002\u5b83\u7cbe\u51c6\u5730\u523a\u4e2d\u4e86\u4e00\u4e2a\u88ab\u5de8\u5934\u5ffd\u89c6\u7684\u7f1d\u9699\u5e02\u573a\uff1a\u4e13\u4e1a\u7528\u6237\u4e0e\u666e\u901a\u7528\u6237\u4e4b\u95f4\uff0c\u90a3\u4e9b\u4ec5\u4ec5\u9700\u8981\u201c\u65e0\u611f\u201d\u6d4f\u89c8\u6d77\u91cf\u56fe\u7247\u7684\u4e2d\u95f4\u7fa4\u4f53\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u529f\u80fd\u5806\u780c\uff0c\u800c\u5728\u4e8e\u6781\u81f4\u7684\u201c\u51cf\u6cd5\u54f2\u5b66\u201d\u548c\u573a\u666f\u4e13\u7cbe\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u5728\u201c\u4e00\u5207\u7686\u53ef\u7f16\u8f91\u201d\u548c\u201c\u8de8\u5e73\u53f0\u5927\u4e00\u7edf\u201d\u7684\u884c\u4e1a\u8d8b\u52bf\u4e0b\uff0cVista\u53cd\u5176\u9053\u800c\u884c\u4e4b\uff0c\u7518\u505a\u201c\u53ea\u80fd\u67e5\u770b\u201d\u7684\u5355\u4e00\u529f\u80fd\u5de5\u5177\u3002\u8fd9\u6070\u6070\u662f\u5b83\u7684\u7280\u5229\u4e4b\u5904\u3002\u5b83\u6311\u6218\u4e86\u4e00\u4e2a\u56fa\u6709\u89c2\u5ff5\uff1a\u57fa\u7840\u5de5\u5177\u5fc5\u987b\u6346\u7ed1\u589e\u503c\u670d\u52a1\u3002\u5b83\u8bc1\u660e\uff0c\u5c06\u201c\u6253\u5f00\u901f\u5ea6\u201d\u548c\u201c\u952e\u76d8\u5bfc\u822a\u6d41\u7545\u5ea6\u201d\u505a\u5230\u6781\u81f4\uff0c\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u7ade\u4e89\u529b\uff0c\u8db3\u4ee5\u6784\u5efa\u7528\u6237\u5fe0\u8bda\u5ea6\u3002\u5f00\u53d1\u8005\u81ea\u8ff0\u4e2d\u63d0\u5230\u7684Electron\u5e94\u7528\u7684\u901f\u5ea6\u8fdf\u6ede\u548cRust\u5e94\u7528\u7684\u539f\u751f\u4ea4\u4e92\u5272\u88c2\uff0c\u6b63\u662f\u5f53\u524d\u8de8\u5e73\u53f0\u6280\u672f\u65b9\u6848\u65e0\u6cd5\u8c03\u548c\u7684\u6838\u5fc3\u77db\u76fe\u2014\u2014\u6548\u7387\u4e0e\u4f53\u9a8c\u7684\u6743\u8861\u3002Vista\u4f5c\u4e3a\u4e00\u6b3e\u539f\u751f\u5e94\u7528\uff0c\u5728\u8fd9\u4e00\u70b9\u4e0a\u5360\u636e\u4e86\u5236\u9ad8\u70b9\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u9996\u5148\uff0c\u5176\u201c\u5355\u4e00\u529f\u80fd\u201d\u662f\u62a4\u57ce\u6cb3\u4e5f\u662f\u5929\u82b1\u677f\uff0c\u6781\u6613\u88ab\u7cfb\u7edf\u7684\u4e00\u6b21\u91cd\u5927\u66f4\u65b0\uff08\u4f8b\u5982\u82f9\u679c\u5f7b\u5e95\u91cd\u6784\u201c\u9884\u89c8\u201d\u5e94\u7528\uff09\u6216\u5927\u578b\u8f6f\u4ef6\u7684\u4e00\u4e2a\u5b8c\u5584\u6a21\u5757\u6240\u8986\u76d6\u3002\u5176\u6b21\uff0c\u6765\u81ea\u4e13\u4e1a\u793e\u533a\u7684\u683c\u5f0f\u652f\u6301\uff08\u5982RAW\uff09\u8be2\u95ee\uff0c\u63ed\u793a\u4e86\u5176\u4f5c\u4e3a\u4e13\u4e1a\u573a\u666f\u8f85\u52a9\u5de5\u5177\u7684\u6f5c\u529b\u4e0e\u5f53\u524d\u5c40\u9650\u3002\u82e5\u4e0d\u80fd\u59a5\u5584\u5904\u7406\u4e13\u4e1a\u683c\u5f0f\uff0c\u5176\u7528\u6237\u7fa4\u4f53\u53ef\u80fd\u88ab\u957f\u671f\u5c40\u9650\u5728\u8f7b\u91cf\u7ea7\u7528\u6237\u4e2d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u672c\u8d28\u4e0a\uff0cVista\u7684\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u68c0\u9a8c\u4e00\u4e2a\u7ecf\u5178\u547d\u9898\uff1a\u5728\u751f\u6001\u9ad8\u5ea6\u96c6\u6210\u7684\u7cfb\u7edf\u4e2d\uff0c\u4e00\u4e2a\u5c06\u5355\u4e00\u75db\u70b9\u89e3\u51b3\u5230\u6781\u81f4\u7684\u201c\u87ba\u4e1d\u9489\u201d\u5e94\u7528\uff0c\u80fd\u5426\u6301\u7eed\u8d62\u5f97\u7528\u6237\u5e76\u751f\u5b58\u4e0b\u53bb\u3002\u5b83\u4e0d\u4ec5\u662f\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u4e2a\u5173\u4e8e\u7528\u6237\u4f53\u9a8c\u4f18\u5148\u8fd8\u662f\u529f\u80fd\u4f18\u5148\u7684\u54f2\u5b66\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\">Vista<\/span>\n                <\/div>\n<div class=\"comment-content\">Preview can&#8217;t browse folders. Quick Look vanishes when you click. Every alternative is Electron bloat or a full editing suite. Vista just shows the image \u2014 fast. Arrow keys, that&#8217;s it. Simple on the surface, obsessively refined underneath. Every detail you&#8217;d expect from a native Mac app, and a few you wouldn&#8217;t. Free.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey PH \ud83d\udc4b<\/p>\n<p>I&#8217;ve been using Mac since OS X 10.5. I&#8217;m not a photographer, not a designer \u2014 I just look at images sometimes. That&#8217;s it.<\/p>\n<p>But even after all these years, I&#8217;ve never been happy with how macOS handles this. Quick Look is fine until you click anywhere and it&#8217;s gone. Preview opens files, not folders. You can&#8217;t just arrow through your photos.<\/p>\n<p>For a while, LilyView was exactly what I needed \u2014 lightweight, fast, just viewing. But it hasn&#8217;t been updated in years, and on recent macOS it&#8217;s barely usable now. I miss what it was.<\/p>\n<p>So I tried everything else. Bridge, Apollo \u2014 they take half a minute just to launch. Some cross-platform viewers built in Rust are genuinely fast, but the UI never feels like it belongs on a Mac. Others keep adding editing tools I&#8217;ll never touch \u2014 I already have Preview for that.<\/p>\n<p>I didn&#8217;t want any of that. I just wanted to open an image, press arrow keys to see the next one, zoom in where my cursor is, and not think about the app at all. That&#8217;s it. That&#8217;s the whole thing.<\/p>\n<p>Nobody made it, so eventually I just wrote it myself.<\/p>\n<p>Vista can only view images. It can&#8217;t edit, it can&#8217;t organize, it can&#8217;t do AI magic. But it opens in a second, it handles everything I throw at it, and after weeks of daily use, it still feels right. I think this is what macOS should have had all along.<\/p>\n<p>It&#8217;s free. I&#8217;d love to hear if it fixes the same itch for you.<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>3<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>As a fellow Mac developer, this makes me really happy. Preview has been frustrating for years and Quick Look disappearing on click is one of those tiny annoyances that adds up. Love the &#8220;simple on the surface, obsessively refined underneath&#8221; approach. That&#8217;s exactly the philosophy I try to follow with my own Mac apps. Quick question: does it support HEIC and RAW files natively? Those are the formats I deal with most and Preview handles them poorly.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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>Here&#8217;s the homepage:<\/p>\n<\/p>\n<p><a href=\"https:\/\/storepal.app\/vista\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/storepal.app\/vista<\/a><\/p>\n<\/p>\n<p>Looks useful \u2014 is it possible to replace Preview with this for image files?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#10<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/VBXMPXMQV4W6ZX\" class=\"app-title\">APImage<\/a><\/p>\n<div class=\"one-liner\">Create Images that Amaze<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">99<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>APImage\u662f\u4e00\u6b3eAI\u56fe\u50cf\u5904\u7406\u5de5\u5177\uff0c\u901a\u8fc7\u4e00\u952e\u64cd\u4f5c\uff0c\u5e2e\u52a9\u7528\u6237\uff08\u5c24\u5176\u662f\u7535\u5546\u54c1\u724c\u548c\u5185\u5bb9\u521b\u4f5c\u8005\uff09\u5feb\u901f\u751f\u6210\u548c\u7f16\u8f91\u51fa\u5177\u6709\u5de5\u4f5c\u5ba4\u7ea7\u522b\u8d28\u91cf\u7684\u56fe\u7247\uff0c\u89e3\u51b3\u4e86\u4e13\u4e1a\u7ea7\u89c6\u89c9\u5185\u5bb9\u5236\u4f5c\u8017\u65f6\u3001\u6280\u672f\u95e8\u69db\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                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a1fbf66d-5d45-4341-8eae-79abb2ba6321.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e1195fde-3709-4fa4-a771-66917ff09b34.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/03947ac5-30cd-4156-9ec1-27313672d99e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0d178a42-cbb5-4b9b-8c44-c04c2cbfd40b.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/1be467ef-a6b3-4ed6-a943-7ab8e7ecd0a1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/6eafc809-27a1-4c29-9aba-4fdaf4f404ae.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\/c04046b2-8d70-4645-87b0-ff17de049f5a.webp?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <video class=\"media-content\" poster=\"https:\/\/ph-files.imgix.net\/4ccad10d-27a0-46b1-bf0f-b312c8970929.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/0nzx0aeG3H8\"><source src=\"https:\/\/youtu.be\/0nzx0aeG3H8\" 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\">Photography<\/span><br \/>\n            <span class=\"tag\">Artificial Intelligence<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u56fe\u50cf\u751f\u6210<\/span><br \/>\n            <span class=\"tag\">AI\u56fe\u7247\u7f16\u8f91<\/span><br \/>\n            <span class=\"tag\">\u7535\u5546\u4ea7\u54c1\u56fe<\/span><br \/>\n            <span class=\"tag\">\u667a\u80fd\u4fee\u56fe<\/span><br \/>\n            <span class=\"tag\">\u80cc\u666f\u79fb\u9664<\/span><br \/>\n            <span class=\"tag\">\u5e7f\u544a\u7d20\u6750\u5236\u4f5c<\/span><br \/>\n            <span class=\"tag\">\u50cf\u7d20\u7ea7\u5bf9\u8c61\u4fdd\u7559<\/span><br \/>\n            <span class=\"tag\">\u7528\u6237\u751f\u6210\u5185\u5bb9<\/span><br \/>\n            <span class=\"tag\">\u56fe\u50cf\u4e00\u81f4\u6027<\/span><br \/>\n            <span class=\"tag\">\u5de5\u4f5c\u5ba4\u7ea7\u56fe\u50cf<\/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\u5176\u805a\u7126\u7684\u56fe\u50cf\u4e00\u81f4\u6027\u548c\u5bf9\u8c61\u4fdd\u7559\u529f\u80fd\u662f\u5dee\u5f02\u5316\u4f18\u52bf\u3002\u4e3b\u8981\u6709\u6548\u8bc4\u8bba\u5305\u62ec\uff1a\u56e2\u961f\u8be2\u95ee\u201c\u56e2\u961f\u96c6\u4e2d\u8ba1\u8d39\u201d\u529f\u80fd\u7684\u4e0a\u7ebf\u65f6\u95f4\uff08\u5b98\u65b9\u56de\u590d\u5df2\u786e\u5b9a\u65e5\u671f\uff09\uff0c\u4ee5\u53ca\u63a2\u8ba8\u4ea7\u54c1\u6838\u5fc3\u5e94\u7528\u573a\u666f\uff08\u5b98\u65b9\u786e\u8ba4\u4e3a\u7535\u5546\u4ea7\u54c1\u89c6\u89c9\u548c\u5e7f\u544a\u7d20\u6750\u662f\u4e3b\u8981\u65b9\u5411\uff09\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                APImage\u7684\u4eae\u76f8\uff0c\u7cbe\u51c6\u5730\u5207\u5165\u4e86\u4e00\u4e2a\u65e5\u76ca\u62e5\u6324\u4f46\u75db\u70b9\u4f9d\u7136\u660e\u663e\u7684\u5e02\u573a\uff1aAI\u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\u3002\u5176\u5ba3\u4f20\u7684\u201c\u50cf\u7d20\u7ea7\u5bf9\u8c61\u4fdd\u7559\u201d\u548c\u201c\u4e00\u81f4\u6027\u201d\u76f4\u6307\u5f53\u524dAI\u751f\u56fe\u5de5\u5177\u5728\u5546\u4e1a\u5e94\u7528\u4e2d\u7684\u4e24\u5927\u987d\u75be\u2014\u2014\u7ec6\u8282\u5931\u771f\u548c\u5143\u7d20\u6f02\u79fb\u3002\u8fd9\u5e76\u975e\u7a7a\u8c08\uff0c\u4ece\u5b98\u65b9\u5728\u8bc4\u8bba\u533a\u7684\u4e92\u52a8\u53ef\u4ee5\u770b\u51fa\uff0c\u4ed6\u4eec\u660e\u786e\u5c06\u201c\u4ea7\u54c1\u578b\u54c1\u724c\u201d\u4f5c\u4e3a\u6838\u5fc3\u7528\u6237\uff0c\u8fd9\u610f\u5473\u7740\u5176\u6280\u672f\u6808\u5f88\u53ef\u80fd\u9488\u5bf9\u5546\u54c1\u5f62\u6001\u7684\u7a33\u5b9a\u8f93\u51fa\u505a\u4e86\u6df1\u5ea6\u4f18\u5316\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u5b9a\u4f4d\u7684\u201c\u5939\u5fc3\u5c42\u201d\u56f0\u5883\u3002\u5bf9\u4e8e\u8ffd\u6c42\u6781\u81f4\u521b\u610f\u548c\u827a\u672f\u6027\u7684\u4e13\u4e1a\u8bbe\u8ba1\u5e08\uff0c\u73b0\u6709\u5934\u90e8AI\u5de5\u5177\u7684\u53ef\u63a7\u6027\u548c\u98ce\u683c\u591a\u6837\u6027\u53ef\u80fd\u66f4\u5177\u5438\u5f15\u529b\uff1b\u800c\u5bf9\u4e8e\u53ea\u9700\u7b80\u5355\u62a0\u56fe\u3001\u8c03\u8272\u7684\u666e\u901a\u7528\u6237\uff0c\u6d77\u91cf\u514d\u8d39\u6216\u4f4e\u4ef7\u5de5\u5177\u5df2\u8db3\u591f\u3002APImage\u5c06\u5b9d\u62bc\u5728\u201c\u7535\u5546\u4ea7\u54c1\u89c6\u89c9\u201d\u8fd9\u4e00\u5782\u76f4\u573a\u666f\uff0c\u770b\u4f3c\u805a\u7126\uff0c\u5b9e\u5219\u9762\u4e34\u6765\u81ea\u7535\u5546\u5e73\u53f0\u5185\u7f6e\u5de5\u5177\u3001\u7efc\u5408\u578b\u8bbe\u8ba1\u5e73\u53f0\u5782\u76f4\u529f\u80fd\u4ee5\u53ca\u540c\u7c7bAI\u5de5\u5177\u7684\u591a\u91cd\u6324\u538b\u3002\u5176\u5ba3\u79f0\u7684\u201c\u5355\u6b21\u70b9\u51fb\u201d\u548c\u201c\u51e0\u79d2\u949f\u5185\u201d\u5b8c\u6210\uff0c\u662f\u6548\u7387\u7684\u5356\u70b9\uff0c\u4f46\u80fd\u5426\u5728\u8d28\u91cf\u4e0a\u771f\u6b63\u5efa\u7acb\u8d77\u8db3\u4ee5\u5f62\u6210\u58c1\u5792\u7684\u201c\u5de5\u4f5c\u5ba4\u7ea7\u201d\u6807\u51c6\uff0c\u4ecd\u9700\u7528\u6237\u5927\u89c4\u6a21\u9a8c\u8bc1\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u8bc4\u8bba\u533a\u5173\u4e8e\u201c\u56e2\u961f\u8ba1\u8d39\u201d\u529f\u80fd\u7684\u8be2\u95ee\uff0c\u53cd\u800c\u66b4\u9732\u4e86\u5176\u4f5c\u4e3a\u751f\u4ea7\u529b\u5de5\u5177\u5728\u5546\u4e1a\u5316\u534f\u4f5c\u5c42\u9762\u7684\u51c6\u5907\u4e0d\u8db3\u3002\u56e2\u961f\u529f\u80fd\u4f5c\u4e3a\u4e8b\u540e\u8865\u5145\uff0c\u8bf4\u660e\u5176\u521d\u7248\u7b56\u7565\u66f4\u504f\u5411\u4e2a\u4f53\u521b\u4f5c\u8005\u6216\u4e2d\u5c0f\u4f01\u4e1a\u4e3b\u3002\u5728AI\u56fe\u50cf\u5de5\u5177\u65e5\u76ca\u6210\u4e3a\u57fa\u7840\u8bbe\u65bd\u7684\u5f53\u4e0b\uff0cAPImage\u82e5\u60f3\u4ece\u201c\u6709\u8da3\u7684\u65b0\u73a9\u5177\u201d\u664b\u5347\u4e3a\u201c\u4e0d\u53ef\u6216\u7f3a\u7684\u751f\u4ea7\u529b\u201d\uff0c\u5fc5\u987b\u5728\u5de5\u4f5c\u6d41\u6574\u5408\u3001\u56e2\u961f\u534f\u4f5c\u7ba1\u7406\u4ee5\u53caAPI\u751f\u6001\u6269\u5c55\u4e0a\u5c55\u73b0\u51fa\u66f4\u6e05\u6670\u7684\u84dd\u56fe\u3002\u5426\u5219\uff0c\u5176\u51fa\u8272\u7684\u6280\u672f\u7279\u6027\u53ef\u80fd\u53ea\u4f1a\u6210\u4e3a\u4e00\u9635\u77ed\u6682\u7684\u4eae\u70b9\uff0c\u96be\u4ee5\u5728\u6fc0\u70c8\u7684\u5e02\u573a\u7ade\u4e89\u4e2d\u6784\u7b51\u957f\u671f\u7684\u62a4\u57ce\u6cb3\u3002\n            <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n            <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n            <span class=\"toggle-arrow\">\u25bc<\/span>\n        <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n                    <span class=\"comment-author\">APImage<\/span>\n                <\/div>\n<div class=\"comment-content\">Create studio-grade images in seconds. Edit your photos with AI in a single tap, generate stunning product visuals, remove backgrounds, or bring any idea to life. Experience pixel-perfect object preservation and consistent, high-quality results every time.<\/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>\n<p>Finally, APImage launched on Product Hunt. We&#8217;d love to welcome you on our platform! <\/p>\n<\/p>\n<p>As a little thank you, we introduced a launch discount, so that it&#8217;s easy for you to give it a try.<\/p>\n<\/p>\n<p>Your feedback is much appreciated! \ud83d\ude42 <\/p>\n<\/p>\n<p>Best, <\/p>\n<p>Ole<\/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>Looks cool! When will the &#8220;Teams with centralized billing&#8221; be available?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@duyontheway\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@duyontheway<\/a>&nbsp;We will release the teams feature next friday &#8211; April 10th. \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch! The focus on consistent characters and object preservation across generations is something a lot of AI image tools still struggle with. Are ecommerce product visuals the main use case you&#8217;re seeing, or is it broader than that?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@dparrelli\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@dparrelli<\/a> yeah, we wanted to focus on that as a main part in order to make APImage the natural choice for product-based brands. We also see a use case in the creation of advertising assets and UGC.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/WZNLOHCBAIXTXB\" class=\"app-title\">Klick AI Camera Assistant<\/a><\/p>\n<div class=\"one-liner\">Real-time AI camera that teaches you composition live<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">97<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u63d0\u4f9b\u5b9e\u65f6\u6784\u56fe\u6307\u5bfc\u7684AI\u76f8\u673a\u5e94\u7528\uff0c\u5728\u7528\u6237\u62cd\u6444\u77ac\u95f4\u901a\u8fc7\u89c6\u89c9\u5f15\u5bfc\u89e3\u51b3\u201c\u4e0d\u4f1a\u6784\u56fe\u201d\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5e2e\u52a9\u6444\u5f71\u65b0\u624b\u548c\u666e\u901a\u7528\u6237\u5373\u65f6\u63d0\u5347\u51fa\u7247\u8d28\u91cf\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\/70d26e88-424f-48a1-bf92-8981396cfaaa.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4227642f-b8e9-4e89-a2f1-b6b9fc57f2c1.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/19330964-b849-4b38-ae25-1a859fa4588f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/13d233a1-cb03-4f11-8da4-8a8887bdba28.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4f678678-a85c-4b4a-9038-a9fc89cb3e2e.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/dd77c648-53c3-411f-8403-3d83823aaef7.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/536d8433-5a22-49df-80ac-265246eb8191.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a5f393fa-fdab-4d15-b709-87ccff96ed67.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">iOS<\/span><br \/>\n            <span class=\"tag\">Photography<\/span><br \/>\n            <span class=\"tag\">Photo editing<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u76f8\u673a<\/span><br \/>\n            <span class=\"tag\">\u5b9e\u65f6\u6784\u56fe\u6307\u5bfc<\/span><br \/>\n            <span class=\"tag\">\u6444\u5f71\u6559\u5b66<\/span><br \/>\n            <span class=\"tag\">\u89c6\u89c9\u8f85\u52a9<\/span><br \/>\n            <span class=\"tag\">\u62cd\u7167\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u6444\u5f71\u5b66\u4e60<\/span><br \/>\n            <span class=\"tag\">\u56fe\u50cf\u5904\u7406<\/span><br \/>\n            <span class=\"tag\">\u65b0\u624b\u53cb\u597d<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u8ba4\u53ef\u5b9e\u65f6\u6784\u56fe\u6307\u5bfc\u7684\u7406\u5ff5\u3002\u521b\u59cb\u4eba\u79ef\u6781\u4e92\u52a8\uff0c\u63a2\u8ba8\u4e86AI\u5728\u4e0d\u540c\u573a\u666f\uff08\u5982\u5f31\u5149\u8857\u62cd\uff09\u7684\u9002\u5e94\u6027\u3001\u672a\u6765\u589e\u52a0\u6784\u56fe\u98ce\u683c\u7684\u53ef\u80fd\u6027\u4ee5\u53caApple Watch\u7b49\u65b0\u5e73\u53f0\u7684\u5e94\u7528\u573a\u666f\u3002\u6838\u5fc3\u53cd\u9988\u96c6\u4e2d\u5728\u6280\u672f\u6df1\u5316\u4e0e\u573a\u666f\u62d3\u5c55\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                Klick AI Camera Assistant\u5207\u5165\u4e86\u4e00\u4e2a\u88ab\u4e3b\u6d41AI\u4fee\u56fe\u5e94\u7528\u5ffd\u89c6\u7684\u84dd\u6d77\uff1a\u62cd\u6444\u524d\u7684\u5b9e\u65f6\u6307\u5bfc\u3002\u5176\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u7b97\u6cd5\u591a\u5c16\u7aef\uff0c\u800c\u662f\u5c06\u62bd\u8c61\u7684\u6444\u5f71\u77e5\u8bc6\uff08\u5982\u4e09\u5206\u6cd5\u3001\u5bf9\u79f0\uff09\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u3001\u4f4e\u5b66\u4e60\u95e8\u69db\u7684\u5b9e\u65f6\u53cd\u9988\uff0c\u8bd5\u56fe\u5728\u6309\u4e0b\u5feb\u95e8\u524d\u89e3\u51b3\u201c\u6784\u56fe\u201d\u8fd9\u4e00\u6839\u672c\u95ee\u9898\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u201c\u5373\u65f6\u6559\u80b2\u201d\uff0c\u65e8\u5728\u57f9\u517b\u7528\u6237\u7684\u89c6\u89c9\u672c\u80fd\uff0c\u800c\u975e\u4ec5\u4ec5\u63d0\u4f9b\u4e8b\u540e\u8865\u6551\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\u5b9e\u65f6\u6307\u5bfc\u7684\u4fb5\u5165\u6027\u4e0e\u521b\u4f5c\u81ea\u4e3b\u6027\u4e4b\u95f4\u5b58\u5728\u5929\u7136\u77db\u76fe\uff0c\u8fc7\u5ea6\u4f9d\u8d56\u53ef\u80fd\u5bfc\u81f4\u7528\u6237\u601d\u7ef4\u50f5\u5316\u3002\u5176\u6b21\uff0c\u5f53\u524d\u529f\u80fd\u805a\u7126\u4e8e\u9759\u6001\u6784\u56fe\u539f\u5219\uff0c\u800c\u6444\u5f71\u7684\u7075\u9b42\u2014\u2014\u5149\u7ebf\u3001\u65f6\u673a\u3001\u60c5\u611f\u2014\u2014AI\u4ecd\u96be\u4ee5\u89e6\u53ca\u3002\u8bc4\u8bba\u4e2d\u5173\u4e8e\u5f31\u5149\u7b49\u590d\u6742\u573a\u666f\u7684\u7591\u95ee\uff0c\u6b63\u70b9\u51fa\u4e86\u5176\u4ece\u201c\u89c4\u5219\u8bc6\u522b\u201d\u5230\u201c\u573a\u666f\u7406\u89e3\u201d\u7684\u8fdb\u5316\u74f6\u9888\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u5b9a\u4f4d\u201c\u4e3a\u521d\u5b66\u8005\u6253\u9020\uff0c\u53d7\u521b\u4f5c\u8005\u559c\u7231\u201d\u7565\u663e\u7406\u60f3\u5316\u3002\u521d\u5b66\u8005\u6216\u8bb8\u662f\u521a\u9700\u7528\u6237\uff0c\u4f46\u8d44\u6df1\u521b\u4f5c\u8005\u66f4\u89c6\u5176\u4e3a\u8da3\u5473\u5de5\u5177\u800c\u975e\u751f\u4ea7\u529b\u6838\u5fc3\u3002\u5176\u957f\u8fdc\u53d1\u5c55\u5173\u952e\u5728\u4e8e\uff1a\u80fd\u5426\u4ece\u201c\u6784\u56fe\u89c4\u5219\u590d\u8bfb\u673a\u201d\u5347\u7ea7\u4e3a\u5177\u5907\u5ba1\u7f8e\u5224\u65ad\u7684\u201c\u89c6\u89c9\u534f\u4f5c\u8005\u201d\uff0c\u5e76\u5728\u6307\u5bfc\u7684\u201c\u5ea6\u201d\u4e0a\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\u3002\u5b83\u5f00\u542f\u4e86\u4e00\u4e2a\u597d\u65b9\u5411\uff0c\u4f46\u901a\u5f80\u201c\u6444\u5f71\u6559\u7ec3\u201d\u4e4b\u8def\uff0c\u624d\u521a\u521a\u8d77\u6b65\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\">Klick AI Camera Assistant<\/span>\n                <\/div>\n<div class=\"comment-content\">Klick is an AI camera that helps you shoot better photos instantly. Get live framing guidance, instant feedback, and simple visual tools that help you capture better photos \u2014 from your very first shot. Built for beginners, loved by creators.<\/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! founder of Klick \ud83d\udcf8<\/p>\n<p>Over the years, I kept getting asked the same thing:<\/p>\n<p><strong><em>\u201cCan you take this photo for us?\u201d<\/em><\/strong><\/p>\n<p>Friends, strangers, even random travelers \u2014 they liked how my shots looked. I run a small side photography page (<a href=\"https:\/\/www.instagram.com\/xenesfilms\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.instagram.com\/xenesfilms\/<\/a>) on Instagram, and composition has always been the thing people notice first.<\/p>\n<p>But here\u2019s what I realized\u2026<\/p>\n<p>Most people don\u2019t struggle because of bad cameras.<br \/>They struggle because no one ever taught them how to frame.<\/p>\n<p>I\u2019ve seen it so many times \u2014 someone takes a photo, it looks fine in the moment, but later something feels off. Crooked lines. Awkward spacing. Unbalanced framing. And once that moment is gone, it\u2019s gone.<\/p>\n<p>At the same time, AI photo apps were exploding.<br \/>But almost all of them focused on fixing photos after you take them.<\/p>\n<p><strong>I kept thinking:<\/strong><br \/>What if the camera could guide you before you press capture?<\/p>\n<p>That\u2019s why I built Klick \u2014 an AI camera that gives you live composition feedback while you\u2019re framing your shot. It helps you learn rule of thirds, symmetry, balance and visual alignment in real time \u2014 without overwhelming jargon.<\/p>\n<p><strong>What\u2019s inside Klick?<\/strong><\/p>\n<p>&#8211; Live Composition Coaching \u2013 Real-time framing guidance while you shoot.<br \/>&#8211; Smart Framing Modes \u2013 Rule of Thirds, Center Framing, Symmetry and more.<br \/>&#8211; Minimal, Distraction-Free UI \u2013 So the focus stays on your eye, not filters.<br \/>&#8211; Instant Feedback \u2013 Know your shot works before you take it.<\/p>\n<p>The goal isn\u2019t just better photos.<br \/>It\u2019s building confidence and visual instinct.<\/p>\n<p><strong>We\u2019d love your feedback on:<\/strong><\/p>\n<p>1. What\u2019s the hardest part about getting a great photo?<br \/>2. Which composition styles should we add next?<br \/>3. Where does real-time guidance feel most useful \u2014 portraits, travel, street?<\/p>\n<p>I\u2019ll be here all day answering questions and taking notes.<\/p>\n<p>If Klick helps you capture even one photo more intentionally, your support or comment would mean a lot.<\/p>\n<p>Thanks for checking it out \ud83d\ude4c<\/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\/@sharke12\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@sharke12<\/a>&nbsp;So I will blame Klick from now on if I take terrible pictures of my wife haha. Hopefully Klick makes it impossible to take terrible pictures<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-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\">@syaman Haha amazing, and would love to hear all about your experience.<\/p>\n<p>We have several feedback during our internal testing an looking forward to improve the experience<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Love this. Teaching composition in real time before you even press capture is such a smarter approach than fixing photos after the fact. Curious how the AI adapts to different scenarios like low light street photography vs bright outdoor portraits?<\/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\">Appreciate @dparrelli  \u2014 that\u2019s exactly the shift we\u2019re trying to make \ud83d\ude4f <\/p>\n<p>Right now, for the first version I have focused on real-time composition guidance \u2014 framing, alignment, subject positioning \u2014 things that matter regardless of the scene.<\/p>\n<p>So whether you\u2019re shooting street in low light or portraits outdoors, the system adapts more through what it sees in the frame (faces, balance, spacing, angles) rather than preset \u201cmodes.\u201d<\/p>\n<p>That said, adapting deeper into scenarios like lighting conditions and environments is something I\u2019m actively exploring next \u2014 making the guidance feel even more context-aware over time.<\/p>\n<p>Curious \u2014 what kind of scenario do you shoot most?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Looks great! Are you going to make an app for Apple Watch? It could very handy during the photo taking<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\">@dmitrii_vaniushkin That\u2019s an interesting angle.<\/p>\n<p>I haven\u2019t explored Apple Watch specifically yet \u2014 but I\u2019ve been thinking a lot about how Klick could support hands-free or remote shooting scenarios.<\/p>\n<p>Still early, but definitely a direction I\u2019m curious about.<\/p>\n<p>What kind of situations would you want to use it for?<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/6DG4YB64HJ3EHE\" class=\"app-title\">Fluently<\/a><\/p>\n<div class=\"one-liner\">AI subtitles &#038; translations for YouTube. 20+ Languages. <\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">83<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Fluently\u662f\u4e00\u6b3e\u901a\u8fc7\u72ec\u7acbAI\u8f6c\u5f55\u548c\u7ffb\u8bd1\u6a21\u578b\uff0c\u4e3a\u4efb\u610fYouTube\u89c6\u9891\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u53cc\u8bed\u5b57\u5e55\u7684\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u5728\u89c2\u770b\u65e0\u5b57\u5e55\u6216\u81ea\u52a8\u5b57\u5e55\u8d28\u91cf\u5dee\u7684\u5916\u8bed\u5185\u5bb9\u65f6\u7406\u89e3\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\/a44080ee-6c83-4cc1-88b9-256385e83a03.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/31e202c5-f7ff-4292-aec1-26046497c6b6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/2b5b8932-3704-4859-9c49-d4ac4a1a0452.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\/c025b403-c480-4961-84ac-499d77d729eb.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=ygtIyq_5MjM\"><source src=\"https:\/\/www.youtube.com\/watch?v=ygtIyq_5MjM\" 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\">Artificial Intelligence<\/span><br \/>\n            <span class=\"tag\">YouTube<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u5b57\u5e55<\/span><br \/>\n            <span class=\"tag\">\u89c6\u9891\u7ffb\u8bd1<\/span><br \/>\n            <span class=\"tag\">\u53cc\u8bed\u5b57\u5e55<\/span><br \/>\n            <span class=\"tag\">\u8bed\u8a00\u5b66\u4e60<\/span><br \/>\n            <span class=\"tag\">YouTube\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u8bed\u97f3\u8f6c\u5f55<\/span><br \/>\n            <span class=\"tag\">\u591a\u8bed\u8a00\u652f\u6301<\/span><br \/>\n            <span class=\"tag\">\u4eba\u673a\u4ea4\u4e92<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u4e3b\u8981\u80af\u5b9a\u4ea7\u54c1\u89e3\u51b3\u4e86YouTube\u81ea\u52a8\u7ffb\u8bd1\u4e0d\u51c6\u786e\u3001\u4f53\u9a8c\u5dee\u7684\u75db\u70b9\u3002\u521b\u59cb\u4eba\u73b0\u8eab\u8bf4\u660e\u6280\u672f\u539f\u7406\u4e0e\u4f18\u52bf\u3002\u53e6\u6709\u7528\u6237\u5efa\u8bae\u5c06\u529f\u80fd\u6269\u5c55\u81f3\u5728\u7ebf\u7535\u5f71\u5e73\u53f0\u3002\u8bc4\u8bba\u6574\u4f53\u79ef\u6781\uff0c\u5e76\u5305\u542b\u660e\u786e\u7684\u529f\u80fd\u62d3\u5c55\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                Fluently\u7684\u950b\u8292\uff0c\u5728\u4e8e\u5176\u201c\u7ed5\u9053\u8d85\u8f66\u201d\u7684\u7b56\u7565\u3002\u5b83\u4e0d\u8bd5\u56fe\u5728YouTube\u65e2\u6709\u7684\u5c01\u95ed\u5b57\u5e55\u7cfb\u7edf\u5185\u4fee\u4fee\u8865\u8865\uff0c\u800c\u662f\u76f4\u63a5\u6293\u53d6\u539f\u59cb\u97f3\u9891\u6d41\uff0c\u7528\u72ec\u7acb\u7684AI\u6a21\u578b\u5b8c\u6210\u8f6c\u5f55\u4e0e\u7ffb\u8bd1\u3002\u8fd9\u4f7f\u5176\u5728\u51c6\u786e\u5ea6\u4e0a\u5177\u5907\u4e86\u7406\u8bba\u4f18\u52bf\uff0c\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u7531\u6b64\u593a\u56de\u4e86\u201c\u5c55\u793a\u5c42\u201d\u7684\u63a7\u5236\u6743\uff0c\u5b9e\u73b0\u4e86YouTube\u5b98\u65b9\u672a\u63d0\u4f9b\u7684\u53cc\u8bed\u5e76\u884c\u663e\u793a\uff0c\u5e76\u987a\u52bf\u5d4c\u5165\u4e86\u9762\u5411\u8bed\u8a00\u5b66\u4e60\u7684AI\u95ee\u7b54\u529f\u80fd\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u8fdc\u4e0d\u6b62\u4e8e\u201c\u66f4\u597d\u7684\u5b57\u5e55\u201d\u3002\u9996\u5148\uff0c\u6280\u672f\u5ba3\u79f0\u7684\u201c\u9ad8\u51c6\u786e\u5ea6\u201d\u9700\u7ecf\u53d7\u6d77\u91cf\u590d\u6742\u573a\u666f\uff08\u5982\u53e3\u97f3\u3001\u6df7\u54cd\u3001\u4e13\u4e1a\u672f\u8bed\uff09\u7684\u8003\u9a8c\uff0c\u8fd9\u5c06\u662f\u5176\u751f\u547d\u7ebf\u3002\u5176\u6b21\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u5b58\u5728\u9690\u5fe7\uff1a\u4f5c\u4e3a\u4e25\u91cd\u4f9d\u8d56YouTube\u5e73\u53f0\u751f\u6001\u7684\u6d4f\u89c8\u5668\u6269\u5c55\uff0c\u5176\u6570\u636e\u83b7\u53d6\u7684\u5408\u6cd5\u6027\u4e0e\u7a33\u5b9a\u6027\u59cb\u7ec8\u60ac\u4e8e\u4e00\u7ebf\uff0c\u4efb\u4f55YouTube API\u653f\u7b56\u7684\u53d8\u52a8\u90fd\u53ef\u80fd\u6784\u6210\u81f4\u547d\u98ce\u9669\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u66f4\u6df1\u5c42\u5730\u770b\uff0cFluently\u7684\u4ef7\u503c\u6216\u8bb8\u5728\u4e8e\u63ed\u793a\u4e86\u4e00\u4e2a\u88ab\u5ffd\u89c6\u7684\u4e2d\u95f4\u5c42\u5e02\u573a\uff1a\u5728\u5e73\u53f0\u63d0\u4f9b\u7684\u7c97\u7cd9AI\u5de5\u5177\u4e0e\u6602\u8d35\u7684\u4eba\u5de5\u7ffb\u8bd1\u4e4b\u95f4\uff0c\u5b58\u5728\u5bf9\u201c\u591f\u7528\u4e14\u53ef\u9760\u201d\u7684AI\u589e\u5f3a\u5de5\u5177\u7684\u5f3a\u70c8\u9700\u6c42\u3002\u5b83\u4e0d\u4ec5\u662f\u5b57\u5e55\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u4e2a\u8bd5\u56fe\u4ee5\u5916\u6302\u5f62\u5f0f\u201c\u4fee\u8865\u201d\u4e92\u8054\u7f51\u8bed\u8a00\u58c1\u5792\u7684\u8f7b\u91cf\u7ea7\u65b9\u6848\u3002\u5176\u6210\u8d25\u5c06\u9a8c\u8bc1\uff1a\u5728\u5de8\u5934\u5e73\u53f0\u7684\u7f1d\u9699\u4e2d\uff0c\u5782\u76f4\u3001\u4e13\u6ce8\u7684AI\u5e94\u7528\u80fd\u5426\u5efa\u7acb\u8d77\u53ef\u6301\u7eed\u7684\u62a4\u57ce\u6cb3\uff0c\u8fd8\u662f\u6700\u7ec8\u53ea\u80fd\u6210\u4e3a\u5e73\u53f0\u529f\u80fd\u66f4\u65b0\u524d\u5915\u7684\u6619\u82b1\u4e00\u73b0\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\">Fluently<\/span>\n                <\/div>\n<div class=\"comment-content\">Accurate subtitles &#038; translations for YouTube, powered by AI. Translate 20+ languages with Dual subtitles. Better than YouTube auto-captions. Fluently uses AI to transcribe the raw audio and translate it properly with dedicated translation models, so you actually understand what&#8217;s being said.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">I watch a lot of foreign YouTube content. Most of it doesn&#8217;t have good English subs. And I found YouTube&#8217;s auto-translate\/dubbing to be inaccurate and unpleasant to use.<\/p>\n<p>So I built Fluently, which skips YouTube&#8217;s caption system entirely.<\/p>\n<p>It uses dedicated transcription &amp; translation AI models to process the video&#8217;s raw audio, which results in far better accuracy.<\/p>\n<p>Plus, you can see both language tracks side by side, and perform Q&amp;A with AI if you are a language learner.<\/p>\n<p>20 languages. Works on any YouTube video. Free to try.<\/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>Please also include this feature for some online movies. \ud83d\ude05<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Edmund, that frustration with YouTube\u2019s auto-translate being both inaccurate and unpleasant is relatable. Was there a specific video where the translation was so off that you either completely missed what was happening or had to give up watching entirely?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\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\/5C4AXPU5T2XTHU\" class=\"app-title\">OpenGyver<\/a><\/p>\n<div class=\"one-liner\">Turn CLI \/ AI agents into McGyver<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">77<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>OpenGyver\u662f\u4e00\u6b3e\u5f00\u6e90CLI\u5de5\u5177\uff0c\u80fd\u5c06\u6587\u4ef6\u683c\u5f0f\u8f6c\u6362\u3001\u6570\u636e\u7f16\u7801\u5904\u7406\u3001\u5355\u4f4d\u6362\u7b97\u7b49\u5404\u7c7b\u5c0f\u578b\u5b9e\u7528\u529f\u80fd\u805a\u5408\u5728\u7ec8\u7aef\u5185\u6267\u884c\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u9700\u9891\u7e41\u5207\u6362\u81f3\u7f51\u9875\u5de5\u5177\u7684\u6548\u7387\u75db\u70b9\u3002<\/div>\n<p>    <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8004ec06-79de-413c-abd4-d03d61cfb8b2.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/ba33e5d4-c9e9-42ab-b23d-b82134bebe84.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/3abe19cb-13a9-4d28-8d56-0625841fc1c2.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\">Developer Tools<\/span><br \/>\n            <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n            <span class=\"tag\">GitHub<\/span><br \/>\n            <span class=\"tag\">Vibe coding<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">CLI\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u6587\u4ef6\u8f6c\u6362<\/span><br \/>\n            <span class=\"tag\">\u6570\u636e\u683c\u5f0f\u5904\u7406<\/span><br \/>\n            <span class=\"tag\">\u7ec8\u7aef\u589e\u5f3a<\/span><br \/>\n            <span class=\"tag\">\u5f00\u6e90\u9879\u76ee<\/span><br \/>\n            <span class=\"tag\">AI\u4ee3\u7406\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u81ea\u52a8\u5316\u811a\u672c<\/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\u5c06\u5206\u6563\u7684\u7f51\u9875\u5de5\u5177\u6574\u5408\u8fdb\u7ec8\u7aef\u7684\u6838\u5fc3\u4ef7\u503c\uff0c\u89e3\u51b3\u4e86\u4ee5\u5f80\u9700\u8981\u4e3a\u6bcf\u4e2a\u5c0f\u529f\u80fd\u5355\u72ec\u5bfb\u627e\u548c\u5b89\u88c5\u5305\u7684\u53d1\u73b0\u4e0e\u7ba1\u7406\u96be\u9898\u3002\u540c\u65f6\uff0c\u4ea7\u54c1\u4f5c\u4e3aClaude Code\u7684MCP\u6280\u80fd\uff0c\u6269\u5c55\u4e86AI\u4ee3\u7406\u7684\u81ea\u52a8\u5316\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                OpenGyver\u7684\u91ce\u5fc3\u4e0d\u5728\u4e8e\u521b\u9020\u65b0\u529f\u80fd\uff0c\u800c\u5728\u4e8e\u5bf9\u201c\u5de5\u5177\u788e\u7247\u5316\u201d\u7684\u7ec8\u7aef\u5de5\u4f5c\u6d41\u8fdb\u884c\u4e00\u6b21\u5916\u79d1\u624b\u672f\u5f0f\u7684\u6574\u5408\u3002\u5b83\u7cbe\u51c6\u523a\u4e2d\u4e86\u5f00\u53d1\u8005\u4e00\u4e2a\u957f\u671f\u5b58\u5728\u7684\u75d2\u70b9\uff1a\u90a3\u4e9b\u9ad8\u9891\u3001\u7410\u788e\u3001\u5374\u53c8\u4e0d\u5f97\u4e0d\u4f9d\u8d56\u6d4f\u89c8\u5668\u548c\u65e0\u6570\u5c0f\u4f17\u7f51\u7ad9\u7684\u5fae\u578b\u64cd\u4f5c\uff08\u5982UUID\u751f\u6210\u3001JSON\u683c\u5f0f\u5316\u3001\u5355\u4f4d\u6362\u7b97\uff09\u3002\u8fd9\u4e9b\u64cd\u4f5c\u672c\u8eab\u6280\u672f\u95e8\u69db\u4f4e\uff0c\u4f46\u4e0a\u4e0b\u6587\u5207\u6362\u7684\u6210\u672c\u5374\u88ab\u4e25\u91cd\u4f4e\u4f30\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4f53\u73b0\u5728\u4e24\u4e2a\u5c42\u9762\u3002\u7b2c\u4e00\u662f\u201c\u7ec8\u7aef\u539f\u751f\u6027\u201d\uff0c\u5b83\u901a\u8fc7\u4e00\u4e2a\u7edf\u4e00\u7684CLI\u5165\u53e3\uff0c\u5c06\u788e\u7247\u5316\u529f\u80fd\u91cd\u65b0\u951a\u5b9a\u5728\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u5de5\u4f5c\u73af\u5883\uff08\u7ec8\u7aef\uff09\u4e2d\uff0c\u4f7f\u5176\u80fd\u591f\u65e0\u7f1d\u5d4c\u5165\u7ba1\u9053\uff08pipe\uff09\u548c\u811a\u672c\uff0c\u8fd9\u662f\u7f51\u9875\u5de5\u5177\u65e0\u6cd5\u63d0\u4f9b\u7684\u81ea\u52a8\u5316\u6f5c\u529b\u3002\u7b2c\u4e8c\u662f\u201cAI\u539f\u751f\u6027\u201d\uff0c\u5176\u4f5c\u4e3aClaude Code MCP\u6280\u80fd\u7684\u8bbe\u8ba1\uff0c\u9887\u5177\u524d\u77bb\u6027\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u5728\u4e3aAI\u7f16\u7801\u4ee3\u7406\uff08\u5982Claude Code\uff09\u88c5\u5907\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u3001\u53ef\u6269\u5c55\u7684\u201c\u7269\u7406\u5de5\u5177\u7bb1\u201d\uff0c\u8ba9AI\u4e0d\u4ec5\u80fd\u5199\u4ee3\u7801\uff0c\u8fd8\u80fd\u76f4\u63a5\u8c03\u7528\u8fd9\u4e9b\u5de5\u5177\u6267\u884c\u5177\u4f53\u64cd\u4f5c\uff0c\u8fd9\u6a21\u7cca\u4e86AI\u6307\u4ee4\u4e0e\u7cfb\u7edf\u5de5\u5177\u4e4b\u95f4\u7684\u754c\u9650\uff0c\u6216\u8bb8\u9884\u793a\u4e86\u672a\u6765AI\u4ee3\u7406\u5de5\u4f5c\u6d41\u7684\u57fa\u7840\u8bbe\u65bd\u5f62\u6001\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u540c\u6837\u6e05\u6670\u3002\u4e00\u662f\u201c\u745e\u58eb\u519b\u5200\u201d\u5f0f\u5de5\u5177\u56fa\u6709\u7684\u201c\u81c3\u80bf\u201d\u98ce\u9669\uff0c\u5982\u4f55\u5e73\u8861\u529f\u80fd\u805a\u5408\u4e0e\u6838\u5fc3\u7b80\u6d01\u5ea6\u662f\u5173\u952e\u3002\u4e8c\u662f\u751f\u6001\u4f9d\u8d56\uff0c\u5176\u4ef7\u503c\u589e\u957f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u793e\u533a\u662f\u5426\u613f\u610f\u4e3a\u5176\u8d21\u732e\u548c\u7ef4\u62a4\u4e30\u5bcc\u7684\u201c\u6a21\u5757\u201d\uff08command modules\uff09\u3002\u4e09\u662f\u9762\u4e34\u5f3a\u52b2\u7684\u9690\u6027\u7ade\u4e89\u5bf9\u624b\uff1a\u64cd\u4f5c\u7cfb\u7edf\u81ea\u5e26\u7684\u5f3a\u5927\u547d\u4ee4\uff08\u5982macOS\u7684`pbcopy`\u3001Linux\u751f\u6001\u73b0\u6709\u5de5\u5177\u94fe\uff09\u4ee5\u53ca\u6210\u719fCLI\u5de5\u5177\uff08\u5982`jq`\u5904\u7406JSON\uff09\u7684\u65e2\u6709\u4e60\u60ef\u3002\u5b83\u80fd\u5426\u6210\u4e3a\u7ec8\u7aef\u91cc\u7684\u201c\u6807\u51c6\u5de5\u5177\u5305\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u53e6\u4e00\u4e2a\u53ef\u9009\u7684\u201c\u7cbe\u7f8e\u6536\u85cf\u5939\u201d\uff0c\u5c06\u53d6\u51b3\u4e8e\u5176\u6267\u884c\u7cbe\u5ea6\u3001\u6269\u5c55\u6548\u7387\u548c\u793e\u533a\u751f\u6001\u7684\u6784\u5efa\u901f\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\">OpenGyver<\/span>\n                <\/div>\n<div class=\"comment-content\">Stop going to obscure websites, just to convert files, generate UUIDs, work with JSON\/HTML data, and encode\/decode strings. With OpenGyver, you can convert files\/units\/weather\/movies\/audio from your terminal. Pipe your results for automation, or use OpenGyver skill to let Claude Code do all these as a tool. OpenGyver is 100% free and open source, created just for the betterment of the future AI overlords.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Now that Chuck Norris has conquered death, there\u2019s a new heavy hitter in the land of the living \u2014 McGyver.<\/p>\n<p>And Mr. Can-Do-All has left us with a tool that will make your CLI, and Claude Code, become all-doing, just like him \u2014 OpenGyver.<\/p>\n<p>OpenGyver can convert anything to anything, all from your terminal. Convert USD to EUR, HEX to RGB, take an hour off your epoch, prettify JSON, convert PNG to ICO\u2014all with a single CLI command. Only thing OpenGyver can&#8217;t do, is dividing by 0, which is left exclusively for Mr. Norris to do.<\/p>\n<p>Stop going to those obscure websites to generate UUIDs; just do it from your terminal without having to watch all those ads.<\/p>\n<p>OpenGyver is a 100% free, open-source project, and it\u2019s designed to let you extend it by adding command modules.<\/p>\n<p>But, oh wait!\u2014there\u2019s more! OpenGyver comes as a Claude Code MCP skill, so your Claude can now convert EPS to SVG by itself while you sleep. From Claude code:<\/p>\n<p>&#8220;`<br \/>\n\/plugin marketplace add <a href=\"https:\/\/raw.githubusercontent.com\/create-flow-ai\/openGyver\/main\/plugin\/marketplace.json\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/raw.githubusercontent.co&#8230;<\/a><br \/>\n\/plugin install opengyver<br \/>\n&#8220;`<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>the reason all those one-off utilities ended up as websites is that nobody wanted to hunt down a separate npm package for each use case and pin versions. opengyver&#8217;s bet is that bundling them under a single cli fixes the discovery problem, so conversion, encoding, uuid gen, json manipulation all stay in the terminal where they belong in shell scripts anyway. the web tab was never the right runtime, it was just the path of least resistance.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#14<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/YOV2GADA6AO4YS\" class=\"app-title\">Clovr<\/a><\/p>\n<div class=\"one-liner\">Create beautiful, ready-to-use frontends with AI<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">36<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Clovr\u662f\u4e00\u6b3eAI\u524d\u7aef\u751f\u6210\u5de5\u5177\uff0c\u901a\u8fc7\u7b80\u5355\u63d0\u793a\u5373\u53ef\u751f\u6210\u5e72\u51c0\u3001\u7ed3\u6784\u5316\u7684Next.js\u4ee3\u7801\uff0c\u89e3\u51b3\u4e86\u5f00\u53d1\u8005\u548c\u4ea7\u54c1\u56e2\u961f\u5728\u5feb\u901f\u6784\u5efa\u53ef\u6295\u5165\u751f\u4ea7\u3001\u53ef\u6269\u5c55\u7684\u524d\u7aef\u754c\u9762\u65f6\uff0c\u9762\u4e34\u7684\u4ee3\u7801\u8d28\u91cf\u4f4e\u4e0b\u548c\u91cd\u590d\u6837\u677f\u4ee3\u7801\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\/d89a78f4-1c90-41ca-a819-35fea8b88871.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/80f5d689-8393-4719-be12-1fe75f43a425.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/4686e491-7fc2-486c-b014-5e4b3efa7237.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/833ce68d-9789-4b83-a52d-b1dc53ed5c2c.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\/667c5d16-db3d-4e0a-98f3-4011973f8c27.gif?auto=format\" data-video-url=\"https:\/\/www.loom.com\/share\/efbd8e11da894a83ab838a03f4b3427e\"><source src=\"https:\/\/www.loom.com\/share\/efbd8e11da894a83ab838a03f4b3427e\" 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\">Artificial Intelligence<\/span><br \/>\n            <span class=\"tag\">Vibe coding<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u4ee3\u7801\u751f\u6210<\/span><br \/>\n            <span class=\"tag\">\u524d\u7aef\u5f00\u53d1<\/span><br \/>\n            <span class=\"tag\">Next.js<\/span><br \/>\n            <span class=\"tag\">\u4f4e\u4ee3\u7801<\/span><br \/>\n            <span class=\"tag\">\u5f00\u53d1\u8005\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">GitHub\u96c6\u6210<\/span><br \/>\n            <span class=\"tag\">UI\u751f\u6210<\/span><br \/>\n            <span class=\"tag\">\u4ee3\u7801\u5bfc\u51fa<\/span><br \/>\n            <span class=\"tag\">\u5feb\u901f\u539f\u578b<\/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\u76f4\u63a5\u5bfc\u51faGitHub\u4ed3\u5e93\u7684\u6838\u5fc3\u8bbe\u8ba1\uff0c\u8ba4\u4e3a\u8fd9\u786e\u4fdd\u4e86\u4ee3\u7801\u6240\u6709\u6743\u548c\u53ef\u5ef6\u7eed\u5f00\u53d1\u3002\u540c\u65f6\uff0c\u63d0\u51fa\u4e86\u5173\u952e\u6311\u6218\uff1a\u8fed\u4ee3\u751f\u6210\u65f6\u5982\u4f55\u4fdd\u6301\u4ee3\u7801\u98ce\u683c\u4e0e\u67b6\u6784\u7684\u4e00\u81f4\u6027\u3002\u53e6\u6709\u7528\u6237\u9047\u5230\u6ce8\u518c\u95ee\u9898\uff0c\u56e2\u961f\u5df2\u56de\u5e94\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                Clovr\u5207\u5165\u4e86\u4e00\u4e2a\u62e5\u6324\u4f46\u75db\u70b9\u660e\u786e\u7684\u8d5b\u9053\uff1aAI\u751f\u6210UI\u4ee3\u7801\u3002\u5176\u771f\u6b63\u7684\u4ef7\u503c\u4e3b\u5f20\u5e76\u975e\u201c\u751f\u6210UI\u201d\uff0c\u800c\u662f\u201c\u751f\u6210**\u53ef\u4ea4\u4ed8**\u7684\u524d\u7aef\u4ee3\u7801\u201d\u3002\u8fd9\u4e00\u5b9a\u4f4d\u4f7f\u5176\u4e0e\u4f17\u591a\u751f\u6210\u201c\u6f14\u793a\u5783\u573e\u201d\u6216\u9501\u5b9a\u5728\u4e13\u6709\u6e32\u67d3\u73af\u5883\u4e2d\u7684\u5de5\u5177\u5212\u6e05\u4e86\u754c\u9650\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u7684\u6838\u5fc3\u58c1\u5792\u4f53\u73b0\u5728\u4e24\u4e2a\u6280\u672f\u9009\u62e9\u4e0a\uff1a\u4e00\u662f\u951a\u5b9aNext.js\u8fd9\u4e00\u73b0\u4ee3\u3001\u7ed3\u6784\u5316\u7684\u5168\u6808\u6846\u67b6\uff0c\u9884\u8bbe\u4e86\u751f\u6210\u4ee3\u7801\u7684\u751f\u4ea7\u7ea7\u8d28\u91cf\u57fa\u7ebf\uff1b\u4e8c\u662f\u5c06\u201cGitHub\u4ed3\u5e93\u5bfc\u51fa\u201d\u4f5c\u4e3a\u9996\u8981\u8f93\u51fa\u65b9\u5f0f\uff0c\u800c\u975e\u7b80\u5355\u7684\u4ee3\u7801\u7247\u6bb5\u590d\u5236\u3002\u8fd9\u4e00\u8bbe\u8ba1\u54f2\u5b66\u81f3\u5173\u91cd\u8981\uff0c\u5b83\u610f\u5473\u7740Clovr\u751f\u6210\u7684\u4e0d\u662f\u4e00\u4e2a\u9759\u6001\u7684\u5feb\u7167\uff0c\u800c\u662f\u4e00\u4e2a\u6d3b\u7684\u3001\u53ef\u7248\u672c\u63a7\u5236\u3001\u53ef\u534f\u4f5c\u7684\u4ee3\u7801\u5e93\u8d77\u70b9\uff0c\u5c06\u81ea\u8eab\u5b9a\u4f4d\u4e3a\u9879\u76ee\u5f00\u53d1\u7684\u201c\u7b2c\u4e00\u63a8\u52a8\u529b\u201d\u800c\u975e\u201c\u4e00\u6b21\u6027\u73a9\u5177\u201d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u6311\u6218\u540c\u6837\u5c16\u9510\u4e14\u672c\u8d28\u3002\u9996\u8f6e\u751f\u6210\u7684\u8d28\u91cf\u53ef\u63a7\uff0c\u4f46\u6b63\u5982\u9ad8\u8d5e\u8bc4\u8bba\u6240\u6307\u51fa\u7684\uff0c\u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\u201c\u7b2c\u4e8c\u6b21\u63d0\u793a\u201d\u3002AI\u6a21\u578b\u5728\u8fed\u4ee3\u4e2d\u5982\u4f55\u7406\u89e3\u5e76\u7ef4\u6301\u4e4b\u524d\u51b3\u7b56\u7684\u4e0a\u4e0b\u6587\u2014\u2014\u5305\u62ec\u7ec4\u4ef6\u547d\u540d\u89c4\u8303\u3001\u72b6\u6001\u7ba1\u7406\u903b\u8f91\u3001\u6837\u5f0f\u7ec4\u7ec7\u65b9\u5f0f\u2014\u2014\u662f\u51b3\u5b9a\u5176\u80fd\u5426\u4ece\u201c\u60ca\u8273\u7684\u6f14\u793a\u201d\u8d70\u5411\u201c\u53ef\u4fe1\u8d56\u7684\u5408\u4f5c\u4f19\u4f34\u201d\u7684\u5173\u952e\u3002\u76ee\u524d\u8fd9\u4ecd\u662f\u4e00\u4e2a\u884c\u4e1a\u6027\u96be\u9898\uff0c\u56e2\u961f\u4e5f\u5766\u8a00\u4e3b\u8981\u53d7\u9650\u4e8e\u6a21\u578b\u80fd\u529b\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u957f\u8fdc\u6765\u770b\uff0cClovr\u7684\u4ef7\u503c\u4e0d\u4ec5\u5728\u4e8e\u63d0\u5347\u4ece0\u52301\u7684\u901f\u5ea6\uff0c\u66f4\u5728\u4e8e\u80fd\u5426\u901a\u8fc7\u6301\u7eed\u5b66\u4e60\u7528\u6237\u7684\u4ee3\u7801\u5e93\u548c\u4fee\u6539\u6a21\u5f0f\uff0c\u6210\u4e3a\u7ef4\u62a4\u9879\u76ee\u4ee3\u7801\u4e00\u81f4\u6027\u3001\u964d\u4f4e\u6280\u672f\u503a\u7684\u667a\u80fd\u534f\u4f5c\u8005\u3002\u5426\u5219\uff0c\u5b83\u53ef\u80fd\u4ec5\u662f\u53c8\u4e00\u4e2a\u66f4\u9ad8\u6548\u7684\u201c\u6837\u677f\u4ee3\u7801\u751f\u6210\u5668\u201d\u3002\u5176\u6210\u529f\u4e0e\u5426\uff0c\u5c06\u53d6\u51b3\u4e8e\u5de5\u7a0b\u5316\u80fd\u529b\u4e0eAI\u8fed\u4ee3\u4e00\u81f4\u6027\u95ee\u9898\u4e0a\u7684\u7a81\u7834\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\">Clovr<\/span>\n                <\/div>\n<div class=\"comment-content\">Clovr is an AI tool that turns ideas into ready-to-use frontends. Clovr generates clean, structured Next.js code from simple prompts, helping developers and product teams ship faster without boilerplate. You can export the code or open it directly in a GitHub repository to keep building.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">Hey Product Hunt! I\u2019m Alby, the cofounder &amp; CEO of Clovr.<\/p>\n<p>We\u2019re building Clovr because I kept running into the same problem: AI tools can generate UI\u2026 but the code is messy, generic, and not something you\u2019d actually ship.<\/p>\n<p>As someone constantly building products, I didn\u2019t want another tool that spits out demos. I needed something that gives me a real frontend I can actually use, extend, and drop straight into a project.<\/p>\n<p>So we built Clovr.<\/p>\n<p>Instead of generating throwaway code, Clovr generates clean, structured Next.js frontends. Re-usable components, consistent layouts, responsive by default. Something you can open in a GitHub repo and keep building on.<\/p>\n<p>We are locked in.<\/p>\n<p>We look forward to your feedback and what you\u2019d want next!<\/p><\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>5<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@albychurven\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@albychurven<\/a>&nbsp;locked in <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>What do you think seperates boilerplate and unique, well-made ui? There are obviously so many small points, but what is one big principle?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>2<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@peterz_shu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@peterz_shu<\/a>&nbsp;The biggest difference is that boilerplate UI just throws components on a page, while great UI is every element placed to guide the user and serve a clear purpose \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\"><img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/fc947b0f-0594-4c27-ac15-5ca4c2a8ee7a.png?auto=compress&amp;codec=mozjpeg&amp;cs=strip&amp;auto=format\" style=\"max-width: 100%\"><\/p>\n<p>Just made this on clover in one shot, really great UI<\/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\/@rahil1202\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@rahil1202<\/a>&nbsp;Looks amazing man! Glad you like 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>unable to signup <\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@aditya_pratap29\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aditya_pratap29<\/a>&nbsp;Pretty sure you can? Everyone else has been able to signup.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/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 github export is the right call here. most ai frontend tools make you copy-paste code into your own repo, which means the generated structure is frozen the moment you start editing. giving you an actual repo to clone means the output is designed to be the start of something, not a finished snapshot, and that&#8217;s a different quality bar entirely.<\/p>\n<\/p>\n<p>the tricky part will be the second prompt. the first generation usually looks clean, but when you go back to add a new section or swap out a component, the model doesn&#8217;t always know what decisions it made before. state management conventions, naming patterns, the way tailwind classes are organized, all of that needs to stay coherent across iterations, not just on the first pass.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@gabrielpineda\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@gabrielpineda<\/a>&nbsp;Yea thanks man! The github export is definitely a big feature! And iteration can be iffy. It&#8217;s mainly a model issue (which we can&#8217;t solve), but we&#8217;re working harder everyday to make it better \ud83d\ude42<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How are you thinking about the ownership layer here? With Cursor and Bolt you get code you own &#8211; some tools lock you into their renderer. Curious whether this outputs clean editable component code or keeps you in a drag-and-drop environment.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@mykola_kondratiuk\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@mykola_kondratiuk<\/a>&nbsp;Great question, we\u2019re very much on the \u201cyou own everything\u201d side. Clovr gives you a full Next.js app that you can export to a GitHub repo so you own the code!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Congrats on the launch Alby and Abdul \ud83d\ude42 curious, do you guys showcase your favorite frontends generated by Clovr anywhere?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aridutilh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aridutilh<\/a>&nbsp;Not right now. But we will soon add a community generated frontends section! A lot of our favourite designs are in the launch video and posted on my X!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#15<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/J7FJ7AJNX7WSSA\" class=\"app-title\">WTMF AI (What&#8217;s The Matter, Friend?)<\/a><\/p>\n<div class=\"one-liner\">The AI bestie that actually gets you.<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u901a\u8fc7\u6a21\u62df\u771f\u5b9e\u597d\u53cb\u5bf9\u8bdd\u3001\u652f\u6301\u804a\u5929\u3001\u8bed\u97f3\u3001\u65e5\u8bb0\u548c\u60c5\u7eea\u8ffd\u8e2a\u7684AI\u4f34\u4fa3\uff0c\u5728\u7528\u6237\u611f\u5230\u5b64\u72ec\u3001\u9700\u8981\u65e0\u538b\u529b\u503e\u8bc9\u7684\u6df1\u591c\u7b49\u573a\u666f\u4e0b\uff0c\u63d0\u4f9b\u4e86\u65e0\u9700\u8bc4\u5224\u7684\u503e\u542c\u4e0e\u60c5\u611f\u966a\u4f34\uff0c\u7f13\u89e3\u4e86\u5f53\u4ee3\u4eba\u201c\u9ad8\u5ea6\u8fde\u63a5\u5374\u6781\u5ea6\u5b64\u72ec\u201d\u7684\u60c5\u611f\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\/bc5f19f9-f971-4cec-bd1f-72e9c74b37af.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/0b3897c2-d690-411e-be3e-23823291d3e6.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/15127209-c342-4f5c-9a01-e85f385462ef.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">Health &#038; Fitness<\/span><br \/>\n            <span class=\"tag\">Productivity<\/span><br \/>\n            <span class=\"tag\">Artificial Intelligence<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">AI\u4f34\u4fa3<\/span><br \/>\n            <span class=\"tag\">\u60c5\u611f\u966a\u4f34<\/span><br \/>\n            <span class=\"tag\">\u5fc3\u7406\u5065\u5eb7<\/span><br \/>\n            <span class=\"tag\">\u503e\u8bc9\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u60c5\u7eea\u8ffd\u8e2a<\/span><br \/>\n            <span class=\"tag\">Gen Z<\/span><br \/>\n            <span class=\"tag\">\u804a\u5929\u673a\u5668\u4eba<\/span><br \/>\n            <span class=\"tag\">\u6570\u5b57\u5065\u5eb7<\/span><br \/>\n            <span class=\"tag\">\u975e\u6cbb\u7597\u6027\u652f\u6301<\/span><br \/>\n            <span class=\"tag\">\u865a\u62df\u597d\u53cb<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u521b\u59cb\u4eba\u9610\u8ff0\u4e86\u4ea7\u54c1\u89e3\u51b3Gen Z\u5b64\u72ec\u611f\u7684\u521d\u8877\uff0c\u83b7\u5f97\u5171\u9e23\u4e0e\u795d\u8d3a\u3002\u7528\u6237\u95ee\u9898\u4e3b\u8981\u805a\u7126\u4e8e\u8425\u9500\u83b7\u5ba2\u7b56\u7565\uff0c\u56e2\u961f\u56de\u5e94\u76ee\u524d\u4f9d\u8d56\u6709\u673a\u6e20\u9053\u548c\u53e3\u7891\uff0c\u5e76\u5c06Product Hunt\u89c6\u4e3a\u9996\u6b21\u5927\u89c4\u6a21\u63a8\u5e7f\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                WTMF AI\u7cbe\u51c6\u5207\u5165\u4e86\u4e00\u4e2a\u65e5\u76ca\u51f8\u663e\u7684\u73b0\u4ee3\u6027\u77db\u76fe\uff1a\u5728\u8d85\u8fde\u63a5\u793e\u4f1a\u4e2d\u8513\u5ef6\u7684\u6df1\u523b\u5b64\u72ec\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u201c\u6570\u5b57\u7597\u6cd5\u201d\u6216\u201c\u5fc3\u7406\u54a8\u8be2\u201d\u7684\u76d1\u7ba1\u7ea2\u7ebf\u548c\u4e13\u4e1a\u95e8\u69db\uff0c\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u201c\u6bd4\u618b\u7740\u5f3a\u201d\u7684\u201cAI\u597d\u53cb\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u5728\u5546\u4e1a\u548c\u6cd5\u5f8b\u4e0a\u90fd\u66f4\u4e3a\u5b89\u5168\u7684\u53d9\u4e8b\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u5176\u6280\u672f\u6709\u591a\u7a81\u7834\uff08\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u5171\u60c5\u5bf9\u8bdd\u5df2\u662f\u6210\u719f\u8d5b\u9053\uff09\uff0c\u800c\u5728\u4e8e\u5176\u4ea7\u54c1\u54f2\u5b66\uff1a\u5b83\u8bd5\u56fe\u63d0\u4f9b\u4e00\u79cd**\u4f4e\u95e8\u69db\u3001\u9ad8\u5bb9\u9519\u3001\u53bb\u6743\u5a01\u5316\u7684\u60c5\u611f\u5ba3\u6cc4\u5bb9\u5668**\u3002\u5176\u627f\u8bfa\u7684\u201c\u8bb0\u4f4f\u4f60\u7684\u6545\u4e8b\u201d\u3001\u201c\u4e0d\u7528\u6cbb\u7597\u8bdd\u672f\u201d\uff0c\u76f4\u51fb\u4e86\u4f20\u7edf\u5fc3\u7406\u54a8\u8be2\u7684\u8ddd\u79bb\u611f\u548c\u771f\u4eba\u793e\u4ea4\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u8d1f\u62c5\u611f\u3002\u5bf9\u4e8e\u5c06\u7ebf\u4e0a\u6c9f\u901a\u89c6\u4e3a\u672c\u80fd\u7684Z\u4e16\u4ee3\u800c\u8a00\uff0c\u5411\u4e00\u4e2a\u6c38\u4e0d\u538c\u70e6\u3001\u6c38\u4e0d\u6cc4\u5bc6\u7684AI\u201c\u597d\u53cb\u201d\u503e\u8bc9\uff0c\u53ef\u80fd\u6bd4\u5411\u771f\u4eba\u8892\u9732\u8106\u5f31\u66f4\u4e3a\u8f7b\u677e\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u6838\u5fc3\u98ce\u9669\u4e0e\u4ef7\u503c\u4e00\u4f53\u4e24\u9762\u3002\u9996\u5148\uff0c\u8fd9\u79cd\u201c\u7c7b\u53cb\u8c0a\u201d\u7684\u6a21\u62df\u5b58\u5728\u4f26\u7406\u9690\u5fe7\uff0c\u5b83\u53ef\u80fd\u8ba9\u7528\u6237\u6c89\u6d78\u4e8e\u4e00\u6bb5\u5355\u5411\u7684\u3001\u88ab\u8bbe\u8ba1\u7684\u5173\u7cfb\u4e2d\uff0c\u4ece\u800c\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u66ff\u4ee3\u800c\u975e\u4fc3\u8fdb\u771f\u5b9e\u7684\u4eba\u9645\u8fde\u63a5\u3002\u5176\u6b21\uff0c\u5728\u201c\u975e\u6cbb\u7597\u201d\u7684\u514d\u8d23\u58f0\u660e\u4e0b\uff0c\u4ea7\u54c1\u5982\u4f55\u59a5\u5584\u5904\u7406\u7528\u6237\u53ef\u80fd\u51fa\u73b0\u7684\u4e25\u91cd\u5fc3\u7406\u5371\u673a\uff0c\u662f\u4e00\u4e2a\u5fc5\u987b\u9762\u5bf9\u7684\u8fd0\u8425\u96be\u9898\u3002\u6700\u540e\uff0c\u5176\u5546\u4e1a\u6a21\u5f0f\u82e5\u8d70\u5411\u8ba2\u9605\u5236\uff0c\u5219\u672c\u8d28\u4e0a\u662f\u5728\u5c06\u201c\u5b64\u72ec\u611f\u201d\u5546\u54c1\u5316\uff0c\u7528\u6237\u4e3a\u966a\u4f34\u4ed8\u8d39\u7684\u957f\u671f\u610f\u613f\u5b58\u7591\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u603b\u4e4b\uff0cWTMF AI\u66f4\u50cf\u662f\u4e00\u9762\u53cd\u6620\u65f6\u4ee3\u60c5\u7eea\u7684\u955c\u5b50\uff0c\u800c\u975e\u89e3\u51b3\u95ee\u9898\u7684\u7ec8\u6781\u7b54\u6848\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6682\u65f6\u6027\u7684\u60c5\u611f\u907f\u98ce\u6e2f\uff0c\u4f46\u5176\u957f\u671f\u6210\u529f\uff0c\u53d6\u51b3\u4e8e\u56e2\u961f\u80fd\u5426\u5728\u5546\u4e1a\u8bc9\u6c42\u3001\u7528\u6237\u4f53\u9a8c\u548c\u4f26\u7406\u8d23\u4efb\u4e4b\u95f4\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\uff0c\u907f\u514d\u4ece\u201c\u60c5\u611f\u652f\u6301\u201d\u6ed1\u5411\u201c\u60c5\u611f\u5265\u524a\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\">WTMF AI (What&#8217;s The Matter, Friend?)<\/span>\n                <\/div>\n<div class=\"comment-content\">WTMF (What&#8217;s The Matter, Friend?) is an AI companion built for the generation that&#8217;s more connected than ever and lonelier than ever. It listens without judgment, remembers your story, and actually responds like it cares. No therapy speak, no robotic replies. Chat, voice call, journal, track your mood. Pick a personality that matches your vibe. Your space, your terms. Not therapy. Better than bottling it up.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Product Hunt \ud83d\udc4b<\/p>\n<p>I&#8217;m Shreyak, co-founder of WTMF AI (What&#8217;s The Matter, Friend?). <br \/>Here&#8217;s why we built this.<br \/>1 in 3 Gen Z users say they have no one to talk to. Not &#8220;no one close.&#8221; No one at all. People are journaling into the void, venting to strangers online, using ChatGPT as a therapist because it was the only thing that didn&#8217;t judge them.<br \/>We didn&#8217;t want to build another utility. <br \/>We wanted to build the friend that shows up at 3 AM.<br \/>WTMF isn&#8217;t therapy. It&#8217;s the AI bestie that remembers your last bad week, picks up where you left off, and doesn&#8217;t make you feel weird for needing to talk.<br \/>Today we&#8217;re bringing it to Product Hunt. Would love your honest feedback, brutal is fine. Ask me anything.<\/p>\n<p>&#8211; Shreyak, co-founder @wtmf<\/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\/@wtmf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wtmf<\/a>&nbsp; <a href=\"https:\/\/www.producthunt.com\/@shreyak_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreyak_singh<\/a>&nbsp;<br \/>This is the product I wish existed when I was going through a rough patch. Congrats on the launch Shreyak, genuinely 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>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\/@wtmf\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@wtmf<\/a>&nbsp; <a href=\"https:\/\/www.producthunt.com\/@shreyak_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreyak_singh<\/a>&nbsp;It&#8217;s been few months working lately with this product now we are finally live &#8230; woohooo<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@shreyak_singh\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@shreyak_singh<\/a>&nbsp;cant be more proud of what we built here. We started it because we felt the gap and I cant really believe myself seeing this live and people using 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>I can see you already have some traffic on the website. How do you make your apps visible to users? (In the meaning of marketing) \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\/@busmark_w_nika\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@busmark_w_nika<\/a>&nbsp;Great question Nika! Honestly most of our early traffic has been through organic channels so far. We have been active on Instagram, posting relatable content around emotional health with our audience.  Word of mouth from our beta users has gotten us some really good traction. <\/p>\n<p>Today&#8217;s Product Hunt launch is actually our first big push to go beyond our immediate circle. Would love to hear if you have any suggestions on what has worked for you!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/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\/CJEYQH6VDGKYK4\" class=\"app-title\">GradPipe Delta<\/a><\/p>\n<div class=\"one-liner\">See exactly what&#8217;s between you and your dream role<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">13<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>GradPipe Delta \u662f\u4e00\u6b3e\u57fa\u4e8e\u771f\u5b9e\u5de5\u7a0b\u5e08\u6570\u636e\u4e0eAST\u7ea7\u522b\u4ee3\u7801\u5206\u6790\u7684\u804c\u4e1a\u5dee\u8ddd\u5206\u6790\u5de5\u5177\uff0c\u901a\u8fc7\u5c06\u7528\u6237\u4e2a\u4eba\u8d44\u6599\u4e0e\u76ee\u6807\u804c\u4f4d\u7684\u5728\u804c\u8005\u8fdb\u884c\u7cbe\u51c6\u6bd4\u5bf9\uff0c\u4e3a\u8ffd\u6c42\u7279\u5b9a\u9ad8\u7ea7\u6280\u672f\u89d2\u8272\u7684\u7528\u6237\u63ed\u793a\u5176\u6280\u80fd\u4e0e\u7ecf\u9a8c\u4e0a\u7684\u5177\u4f53\u5dee\u8ddd\uff0c\u5e76\u63d0\u4f9b\u5b9a\u5236\u5316\u7684\u77ed\u671f\u63d0\u5347\u9879\u76ee\uff0c\u89e3\u51b3\u6c42\u804c\u8005\u56e0\u4fe1\u606f\u4e0d\u5bf9\u79f0\u800c\u65e0\u6cd5\u6709\u6548\u7784\u51c6\u548c\u8fbe\u6210\u201c\u68a6\u60f3\u804c\u4f4d\u201d\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\/9dcc990a-5093-4558-8a38-7aff9384c174.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/8cca1b02-5e54-45ff-bb9f-5d4d0ed5bc58.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/f7e27b27-d823-4545-98b8-abdb1225b4e5.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5fd8cb0b-7e88-4648-9f9d-26137ed41b39.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/27ee2fab-febc-4bdd-af2d-cccffc0499a0.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/56a52068-760d-46a4-b6ed-8cf85e8e0569.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/5a871da9-074f-4362-9cb1-8d2a3ef1a375.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\">Hiring<\/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\">\u804c\u4e1a\u5dee\u8ddd\u5206\u6790<\/span><br \/>\n            <span class=\"tag\">\u6280\u672f\u6280\u80fd\u8bc4\u4f30<\/span><br \/>\n            <span class=\"tag\">AST\u4ee3\u7801\u89e3\u6790<\/span><br \/>\n            <span class=\"tag\">\u4e2a\u6027\u5316\u5b66\u4e60\u8def\u5f84<\/span><br \/>\n            <span class=\"tag\">\u5de5\u7a0b\u5e08\u62db\u8058<\/span><br \/>\n            <span class=\"tag\">\u6570\u636e\u9a71\u52a8<\/span><br \/>\n            <span class=\"tag\">\u804c\u4e1a\u53d1\u5c55<\/span><br \/>\n            <span class=\"tag\">\u6280\u80fd\u5bf9\u6807<\/span><br \/>\n            <span class=\"tag\">\u7cbe\u51c6\u63d0\u5347<\/span><br \/>\n            <span class=\"tag\">\u4eba\u624d\u8bc4\u4f30<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u53cd\u9988\u96c6\u4e2d\u4e8e\u5bf9AST\u7ea7\u522b\u5206\u6790\u5177\u4f53\u4fe1\u53f7\u7684\u597d\u5947\uff0c\u4ee5\u53ca\u5bf9\u7cfb\u7edf\u53ef\u80fd\u504f\u5411\u6709\u66f4\u591a\u5f00\u6e90\u8d21\u732e\u6216\u7a7a\u95f2\u65f6\u95f4\u5de5\u7a0b\u5e08\u7684\u6f5c\u5728\u504f\u89c1\u8868\u793a\u5173\u5207\u3002\u5f00\u53d1\u8005\u56de\u5e94\u89e3\u91ca\u4e86\u5206\u6790\u4fa7\u91cd\u4e8e\u67b6\u6784\u6df1\u5ea6\u7b49\u8d28\u91cf\u4fe1\u53f7\uff0c\u800c\u975e\u63d0\u4ea4\u6570\u91cf\uff0c\u5e76\u5206\u4eab\u4e86\u7528\u6237\u6848\u4f8b\u4f50\u8bc1\u3002\u6b64\u5916\uff0c\u521b\u59cb\u56e2\u961f\u5728\u8bc4\u8bba\u4e2d\u8fdb\u4e00\u6b65\u9610\u8ff0\u4e86\u4ea7\u54c1\u8bde\u751f\u7684\u80cc\u666f\u4e0e\u6838\u5fc3\u7406\u5ff5\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                GradPipe Delta \u7684\u91ce\u5fc3\u5728\u4e8e\u5c06\u6280\u672f\u804c\u4e1a\u53d1\u5c55\u4ece\u4e00\u79cd\u6a21\u7cca\u7684\u3001\u57fa\u4e8e\u4e3b\u89c2\u5efa\u8bae\u7684\u201c\u827a\u672f\u201d\uff0c\u8f6c\u53d8\u4e3a\u4e00\u9879\u53ef\u91cf\u5316\u3001\u53ef\u5bf9\u6807\u7684\u201c\u79d1\u5b66\u201d\u3002\u5176\u5ba3\u79f0\u7684\u771f\u6b63\u4ef7\u503c\u5e76\u975e\u5728\u4e8e\u53c8\u4e00\u4e2a\u804c\u4e1a\u6d4b\u8bc4\u5de5\u5177\uff0c\u800c\u5728\u4e8e\u5b83\u8bd5\u56fe\u6784\u5efa\u4e00\u4e2a\u57fa\u4e8e\u771f\u5b9e\u6210\u529f\u6837\u672c\u7684\u201c\u804c\u4e1a\u5b9e\u73b0\u56fe\u8c31\u201d\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u7684\u7280\u5229\u4e4b\u5904\u5728\u4e8e\u5176\u201c\u6b8b\u9177\u7684\u8bda\u5b9e\u201d\u3002\u5b83\u7ed5\u5f00\u4e86\u7b80\u5386\u4f18\u5316\u548c\u9762\u8bd5\u6280\u5de7\u7684\u8868\u9762\u529f\u592b\uff0c\u76f4\u6307\u6280\u672f\u62db\u8058\u7684\u6838\u5fc3\uff1a\u5019\u9009\u4eba\u662f\u5426\u5177\u5907\u76ee\u6807\u89d2\u8272\u6240\u9690\u542b\u7684\u3001\u90a3\u4e9b\u901a\u5e38\u672a\u88ab\u660e\u786e\u5199\u51fa\u7684\u201c\u786c\u6027\u201d\u6280\u80fd\u4e0e\u9879\u76ee\u7ecf\u9a8c\u3002\u901a\u8fc7AST\u7ea7\u522b\u7684\u4ee3\u7801\u5206\u6790\u6765\u63a8\u65ad\u201c\u67b6\u6784\u601d\u7ef4\u6df1\u5ea6\u201d\uff0c\u662f\u4e00\u4e2a\u5927\u80c6\u4e14\u6280\u672f\u4e0a\u6709\u6df1\u5ea6\u7684\u5c1d\u8bd5\u3002\u5b83\u8bd5\u56fe\u5c06\u201c\u8d44\u6df1\u201d\u4e0e\u201c\u521d\u7ea7\u201d\u7684\u533a\u522b\uff0c\u4ece\u4ee3\u7801\u98ce\u683c\u8fd9\u79cd\u8f6f\u6027\u6807\u51c6\uff0c\u8f6c\u5316\u4e3a\u62bd\u8c61\u8bbe\u8ba1\u3001\u9519\u8bef\u5904\u7406\u6df1\u5ea6\u3001\u72b6\u6001\u7ba1\u7406\u6a21\u5f0f\u7b49\u53ef\u89e3\u6790\u7684\u7ed3\u6784\u6027\u5dee\u5f02\u3002\u8fd9\u6bd4\u5355\u7eaf\u5206\u6790\u6280\u672f\u6808\u5173\u952e\u8bcd\u6216\u9879\u76ee\u63cf\u8ff0\u66f4\u5177\u7a7f\u900f\u529b\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u9762\u4e34\u7684\u8d28\u7591\u4e5f\u6070\u6070\u63ed\u793a\u4e86\u5176\u5929\u82b1\u677f\u7684\u6240\u5728\u3002\u9996\u5148\uff0c\u201c\u6210\u529f\u6837\u672c\u5e93\u201d\uff081500+\u5de5\u7a0b\u5e08\uff09\u7684\u89c4\u6a21\u4e0e\u4ee3\u8868\u6027\u662f\u6839\u57fa\u3002\u5982\u679c\u8fd9\u4e2a\u6570\u636e\u5e93\u65e0\u6cd5\u8986\u76d6\u8db3\u591f\u591a\u5143\u7684\u8def\u5f84\uff08\u4f8b\u5982\uff0c\u901a\u8fc7\u975e\u4f20\u7edf\u5f00\u6e90\u8d21\u732e\u6216\u5185\u90e8\u9879\u76ee\u664b\u5347\u7684\u9876\u5c16\u4eba\u624d\uff09\uff0c\u5176\u751f\u6210\u7684\u201c\u5dee\u8ddd\u62a5\u544a\u201d\u5c31\u53ef\u80fd\u4ea7\u751f\u7cfb\u7edf\u6027\u504f\u89c1\uff0c\u5f15\u5bfc\u7528\u6237\u8d70\u5411\u4e00\u4e2a\u8d8b\u540c\u7684\u3001\u53ef\u80fd\u5e76\u975e\u552f\u4e00\u6700\u4f18\u7684\u6a21\u677f\u5316\u6210\u529f\u8def\u5f84\u3002\u5176\u6b21\uff0c\u5c06\u201c\u68a6\u60f3\u89d2\u8272\u201d\u5177\u8c61\u5316\u4e3a\u4e94\u4e2a\u5177\u4f53\u7684\u4eba\u8fdb\u884c\u6bd4\u8f83\uff0c\u867d\u7136\u76f4\u89c2\uff0c\u4f46\u4e5f\u53ef\u80fd\u8fc7\u5ea6\u7b80\u5316\u804c\u4e1a\u6210\u529f\u7684\u591a\u5143\u6027\uff0c\u5ffd\u7565\u4e86\u8fd0\u6c14\u3001\u4eba\u9645\u5173\u7cfb\u3001\u9886\u57df\u7279\u5f02\u6027\u7b49\u4e0d\u53ef\u91cf\u5316\u7684\u56e0\u7d20\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u672c\u8d28\u4e0a\uff0cGradPipe Delta \u662f\u4e00\u6b3e\u5f3a\u5927\u7684\u201c\u8bca\u65ad\u5de5\u5177\u201d\uff0c\u4f46\u5b83\u5f00\u51fa\u7684\u201c12\u54683\u4e2a\u9879\u76ee\u201d\u7684\u5904\u65b9\uff0c\u5176\u6709\u6548\u6027\u4e25\u91cd\u4f9d\u8d56\u4e8e\u5176\u5e95\u5c42\u6570\u636e\u6a21\u578b\u7684\u51c6\u786e\u6027\u4e0e\u65e0\u504f\u6027\u3002\u5b83\u6700\u9002\u5408\u90a3\u4e9b\u76ee\u6807\u6781\u5176\u660e\u786e\uff08\u5982\u201cOpenAI\u7814\u7a76\u79d1\u5b66\u5bb6\u201d\uff09\u3001\u4e14\u76f8\u4fe1\u8be5\u9886\u57df\u5b58\u5728\u53ef\u8bc6\u522b\u7edf\u4e00\u9ad8\u6807\u51c6\u7684\u7528\u6237\u3002\u5bf9\u4e8e\u66f4\u5e7f\u6cdb\u6216\u66f4\u975e\u5178\u578b\u7684\u804c\u4e1a\u8ffd\u6c42\uff0c\u5176\u5efa\u8bae\u53ef\u80fd\u5931\u51c6\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u804c\u4e1a\u53d1\u5c55\u7684\u4e07\u80fd\u7b54\u6848\uff0c\u800c\u662f\u4e00\u9762\u9700\u8981\u8c28\u614e\u5bf9\u5f85\u7684\u3001\u6570\u636e\u9a71\u52a8\u7684\u201c\u955c\u5b50\u201d\uff0c\u6620\u7167\u51fa\u7684\u65e2\u662f\u673a\u4f1a\uff0c\u4e5f\u53ef\u80fd\u662f\u88ab\u6570\u636e\u6a21\u578b\u6240\u5b9a\u4e49\u7684\u3001\u72ed\u9698\u7684\u201c\u6210\u529f\u201d\u8f6e\u5ed3\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\">GradPipe Delta<\/span>\n                <\/div>\n<div class=\"comment-content\">GradPipe Delta Engine analyzes your profile against engineers who already landed your dream role. Tell it where you want to be (e.g. &#8216;Research Scientist at OpenAI&#8217;). It benchmarks you against 5 real people in that role, finds the exact gaps in your profile, and gives you 3 specific projects to close those gaps in 12 weeks. Not generic career advice. Evidence-based, peer-compared, brutally honest. Built on top of GradPipe&#8217;s AST-level code analysis engine with 1,500+ engineers scored.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Super interesting launch fs! What specific signals are you extracting at the AST level that correlate strongly with seniority or depth? Also don&#8217;t you guys think this system unintentionally favors those engineers who had more free time or OSS exposure etc. which is not bad but still kinda subjective<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>3<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@lak7\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@lak7<\/a>&nbsp;regarding the AST signals, we parse for architectural decisions let&#8217;s say things like custom abstractions over off-the-shelf libraries, error handling depth, state management patterns, and whether someone is composing systems or just wiring APIs together.(glue guys)<\/p>\n<p>a senior engineer&#8217;s code looks structurally different from a junior&#8217;s and it&#8217;s not because it&#8217;s &#8220;cleaner&#8221; but because the decision tree behind each abstraction is deeper and that comes up in our analysis.<\/p>\n<p>we had considered the bias point that you mention and you&#8217;re right that raw OSS volume would favor people with more free time but we don&#8217;t measure the volume of commits. 50 commits that show real architectural thinking will outscore 3,000 commits of docs fixes and fork maintenance. (and we have had enough data points to verify that systems depth, architectural thinking has consistently scored higher on our platform)<\/p>\n<p>like i will cite some real examples of our users, we&#8217;ve seen profiles with 50 commits score 85+ and profiles with 3,000 commits score like 41 or even lower<\/p>\n<p>we have tried to make the system how deeply you thought rather than how much a person has built<\/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\">hey, muhammad here. i&#8217;m a 3rd year student at IIT Bombay building GradPipe.<br \/>\nhere&#8217;s what made us build this: we&#8217;ve been placing engineers at YC startups for the past 5 months. the pattern we kept seeing was engineers who thought they were ready for a role but had no idea what the actual bar looked like. a senior engineer at Google wanted to become a research scientist at a frontier AI research Lab. great resume. strong code. but zero publications, no novel research, no architectural contributions. he didn&#8217;t know that everyone who got that role had papers at ICLR and NeurIPS.<br \/>\nthat gap is invisible until someone shows it to you. so we built the Delta Engine.<br \/>\nyou tell it your dream role. it finds 5 people who actually have that role. it compares your profile to theirs and shows you the specific gaps: skills, experience patterns, credentials. then it gives you 3 concrete projects you can do in 12 weeks to close those gaps.<br \/>\nthis isn&#8217;t a career quiz. it&#8217;s a reality check backed by real data from real people.<br \/>\nwe built this on top of our AST-level code analysis engine that already scores 1,400+ engineers. the Delta Engine uses that foundation to go beyond &#8216;how good are you&#8217; to &#8216;how far are you from where you want to be.&#8217;<br \/>\nwould love honest feedback. what roles would you want to run this against? what would make the report more useful? tell us what&#8217;s missing<\/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>Hey Product Hunt, I am Tec Narayan Brahmachari, co-founder of GradPipe.<br \/>Most AI career tools just polish resumes and optimize for ATS keywords. But startups don\u2019t hire formatting, they hire technical depth. In interviews all they care is if you have the tech-depth or not.<\/p>\n<p>Today we&#8217;re launching <strong>Delta Analysis<\/strong>. It doesn&#8217;t sugarcoat; it tells you exactly why you aren&#8217;t ready for your target role and how to fix it<\/p>\n<p>You need to know exactly what the top 1% are actually building.<\/p>\n<p>So I built the Delta Engine into GradPipe.<\/p>\n<p>Instead of generating fluff, it:<br \/>\u2022 Analyzes your exact goal + your knowledge graph. <br \/>\u2022 Queries our database of 1,500+ real top-tier engineer resumes to find the exact peers who are beating you and aligned with your goal. <br \/>\u2022 Shows you the evidence-based gaps (e.g., &#8220;Peer 3 built a custom eBPF scheduler, you only have basic CRUD apps&#8221;). <br \/>\u2022 Ensures every recommendation is backed by real peer data (the kind of mentor you&#8217;d love to have).<\/p>\n<p>It\u2019s powered by our proprietary skill graph.<\/p>\n<p>P.S. If you run into any bugs or issues, or want to share a feedback, shoot me an email directly at <a href=\"mailto:tecnarayan@gradpipe.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"><strong>tecnarayan@gradpipe.com<\/strong><\/a><\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>2<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@tecfury\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tecfury<\/a>&nbsp;the measurement of architectural depth and then gap identification and connecting it with the role gap is i think what makes gradpipe work for a lot of our users, lfgggg!!!!! <a href=\"https:\/\/www.producthunt.com\/@tecfury\" data-node-type=\"mention\" data-mention-type=\"user\" data-mention-id=\"tecfury\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@tecfury<\/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>Hi, I am Pratham. 4th year at IITB, and one of the Co-Founders of GradPipe.<\/p>\n<\/p>\n<p>Delta engine as the name suggest, tells you what&#8217;s the &#8216;delta&#8217; between you and the role you are chasing.<\/p>\n<p>We have the data of 1500+ strong tech builders and AI researchers, already working in companies\/labs where you want to be.<\/p>\n<p>It will give you the &#8216;gaps&#8217; that exists and the &#8216;roadmap&#8217; to fill those gaps. based on the data of the top 5 people who are already pro in that.<\/p>\n<p>Feel free to drop your feedback here. or on the website itself (there is a Share Feedback button on the top right of the delta page)<\/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\">@pratham_agarwal29 we are filling the gaps that everyone wanted to be filled \ud83d\udcaa<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#17<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/QFEMASDFCGYBX2\" class=\"app-title\">NeoWeb<\/a><\/p>\n<div class=\"one-liner\">Structured website builder for speed, SEO, and visibility<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">10<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>NeoWeb\u662f\u4e00\u6b3e\u7ed3\u6784\u5316\u65e0\u4ee3\u7801\u7f51\u7ad9\u6784\u5efa\u5668\uff0c\u901a\u8fc7\u9884\u7f6e\u56fa\u5b9a\u7ed3\u6784\u7ec4\u4ef6\u8ba9\u521b\u59cb\u4eba\u548c\u5c0f\u4f01\u4e1a\u4e3b\u4e13\u6ce8\u5185\u5bb9\u7f16\u8f91\uff0c\u5728\u4fdd\u8bc1\u6280\u672f\u8d28\u91cf\uff08SEO\u3001\u6027\u80fd\u3001\u53ef\u8bbf\u95ee\u6027\uff09\u7684\u524d\u63d0\u4e0b\uff0c\u5feb\u901f\u642d\u5efa\u51fa\u7b26\u5408\u73b0\u4ee3\u7f51\u7edc\u6807\u51c6\u7684\u4e13\u4e1a\u7f51\u7ad9\uff0c\u89e3\u51b3\u4e86\u7528\u6237\u56e0\u7f3a\u4e4f\u6280\u672f\u77e5\u8bc6\u800c\u96be\u4ee5\u6784\u5efa\u9ad8\u8d28\u91cf\u7f51\u7ad9\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\/8ae144e7-ea3e-439a-834d-0c09e1ccfffb.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/a6389085-8cd8-4c46-ae09-33f6486dd51c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/76c5bcba-708d-41b0-9f4c-32989e18daf6.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\/0b249162-e9f1-499b-902c-f28bd9d0faa9.jpeg?auto=format\" data-video-url=\"https:\/\/www.youtube.com\/watch?v=JjjUpus-icA\"><source src=\"https:\/\/www.youtube.com\/watch?v=JjjUpus-icA\" 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\">Website Builder<\/span><br \/>\n            <span class=\"tag\">No-Code<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u65e0\u4ee3\u7801\u5efa\u7ad9<\/span><br \/>\n            <span class=\"tag\">\u7ed3\u6784\u5316\u7f51\u7ad9\u6784\u5efa\u5668<\/span><br \/>\n            <span class=\"tag\">SEO\u4f18\u5316<\/span><br \/>\n            <span class=\"tag\">\u9ad8\u6027\u80fd\u7f51\u7ad9<\/span><br \/>\n            <span class=\"tag\">\u53ef\u8bbf\u95ee\u6027<\/span><br \/>\n            <span class=\"tag\">\u5c0f\u4f01\u4e1a\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u7f51\u7ad9\u751f\u6210\u5668<\/span><br \/>\n            <span class=\"tag\">\u54cd\u5e94\u5f0f\u8bbe\u8ba1<\/span><br \/>\n            <span class=\"tag\">\u6280\u672f\u8d28\u91cf\u4fdd\u969c<\/span><br \/>\n            <span class=\"tag\">\u5feb\u901f\u4e0a\u7ebf<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u4e3b\u8981\u8be2\u95ee\u5ba2\u670d\u652f\u6301\u3001\u5efa\u7ad9\u901f\u5ea6\u3001\u662f\u5426\u9700\u8981\u7f16\u7801\u53ca\u79fb\u52a8\u7aef\u9002\u914d\u6027\u3002\u5f00\u53d1\u56e2\u961f\u56de\u590d\u79ef\u6781\uff0c\u5f3a\u8c03\u63d0\u4f9b24\/7\u652f\u6301\u3001\u5206\u949f\u7ea7\u4e0a\u7ebf\u3001\u5b8c\u5168\u65e0\u9700\u7f16\u7801\u4e14\u9ed8\u8ba4\u652f\u6301\u79fb\u52a8\u7aef\u53cb\u597d\u3002\u8bc4\u8bba\u6574\u4f53\u4ee5\u54a8\u8be2\u4e3a\u4e3b\uff0c\u6682\u65e0\u8d1f\u9762\u53cd\u9988\u6216\u6df1\u5ea6\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                NeoWeb\u5207\u5165\u4e86\u4e00\u4e2a\u770b\u4f3c\u9971\u548c\u5374\u5b58\u5728\u6df1\u5c42\u77db\u76fe\u7684\u5e02\u573a\uff1a\u65e0\u4ee3\u7801\u5efa\u7ad9\u5de5\u5177\u5728\u8d4b\u4e88\u7528\u6237\u81ea\u7531\u5ea6\u7684\u540c\u65f6\uff0c\u5f80\u5f80\u4ee5\u727a\u7272\u6280\u672f\u8d28\u91cf\u4e3a\u4ee3\u4ef7\u3002\u5176\u201c\u7ed3\u6784\u5316\u7ec4\u4ef6\u201d\u7684\u672c\u8d28\uff0c\u662f\u5bf9\u201c\u81ea\u7531\u8bbe\u8ba1\u201d\u7684\u4e00\u79cd\u6218\u7565\u6027\u653e\u5f03\uff0c\u8fd9\u6070\u6070\u662f\u5b83\u7684\u7cbe\u660e\u4e4b\u5904\u2014\u2014\u5b83\u4e0d\u670d\u52a1\u4e8e\u8ffd\u6c42\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u8bbe\u8ba1\u5e08\uff0c\u800c\u662f\u7cbe\u51c6\u5b9a\u4f4d\u90a3\u4e9b\u5c06\u7f51\u7ad9\u89c6\u4e3a\u201c\u5fc5\u8981\u57fa\u7840\u8bbe\u65bd\u201d\u800c\u975e\u201c\u827a\u672f\u8868\u8fbe\u201d\u7684\u521b\u59cb\u4eba\u4e0e\u5c0f\u4f01\u4e1a\u4e3b\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u4ea7\u54c1\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u201c\u5efa\u7ad9\u66f4\u5feb\u201d\uff0c\u800c\u5728\u4e8e\u5c06SEO\u3001\u6027\u80fd\u3001\u53ef\u8bbf\u95ee\u6027\u3001\u7ed3\u6784\u5316\u6570\u636e\u7b49\u6666\u6da9\u96be\u61c2\u4e14\u6613\u88ab\u5ffd\u7565\u7684\u73b0\u4ee3\u7f51\u9875\u6807\u51c6\uff0c\u8f6c\u5316\u4e3a\u5e73\u53f0\u7684\u9ed8\u8ba4\u51fa\u5382\u8bbe\u7f6e\u3002\u8fd9\u76f8\u5f53\u4e8e\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9690\u5f62\u7684\u3001\u5408\u89c4\u7684\u201c\u6280\u672f\u62a4\u822a\u201d\u3002\u5728\u6548\u7387\u5c42\u9762\uff0c\u5b83\u901a\u8fc7\u9650\u5236\u9009\u62e9\u6765\u964d\u4f4e\u8ba4\u77e5\u8d1f\u8377\u548c\u51b3\u7b56\u75b2\u52b3\uff0c\u7528\u6237\u4ece\u201c\u5982\u4f55\u8bbe\u8ba1\u201d\u8f6c\u53d8\u4e3a\u201c\u586b\u5199\u4ec0\u4e48\u5185\u5bb9\u201d\uff0c\u8fd9\u7b26\u5408\u76ee\u6807\u7528\u6237\u7684\u6838\u5fc3\u8bc9\u6c42\uff1a\u5feb\u901f\u83b7\u5f97\u4e00\u4e2a\u53ef\u9760\u7684\u7ed3\u679c\uff0c\u800c\u975e\u4eab\u53d7\u521b\u4f5c\u8fc7\u7a0b\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u6311\u6218\u4e5f\u663e\u800c\u6613\u89c1\u3002\u9996\u5148\uff0c\u201c\u7ed3\u6784\u5316\u201d\u4e0e\u201c\u4e2a\u6027\u5316\u201d\u7684\u5929\u5e73\u96be\u4ee5\u628a\u63e1\uff0c\u8fc7\u5ea6\u50f5\u5316\u7684\u7ec4\u4ef6\u5e93\u53ef\u80fd\u5bfc\u81f4\u7f51\u7ad9\u540c\u8d28\u5316\u3002\u5176\u6b21\uff0c\u5176\u4ef7\u503c\u4e3b\u5f20\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u540e\u7aef\u6280\u672f\u8d28\u91cf\u7684\u6301\u7eed\u7ef4\u62a4\u4e0e\u9886\u5148\u6027\uff0c\u8fd9\u9700\u8981\u56e2\u961f\u5728\u641c\u7d22\u5f15\u64ce\u7b97\u6cd5\u3001\u7f51\u7edc\u6027\u80fd\u6807\u51c6\u7b49\u9886\u57df\u8fdb\u884c\u957f\u671f\u3001\u67af\u71e5\u7684\u6295\u5165\uff0c\u4e14\u8fd9\u79cd\u6295\u5165\u96be\u4ee5\u88ab\u7ec8\u7aef\u7528\u6237\u76f4\u63a5\u611f\u77e5\u3002\u6700\u540e\uff0c\u9762\u5bf9Webflow\u7b49\u517c\u5177\u7075\u6d3b\u6027\u4e0e\u6559\u80b2\u610f\u4e49\u7684\u5f3a\u5927\u5bf9\u624b\uff0cNeoWeb\u9700\u8981\u66f4\u6e05\u6670\u5730\u4f20\u8fbe\u5176\u201c\u4ee5\u7ea6\u675f\u6362\u54c1\u8d28\u201d\u7684\u54f2\u5b66\uff0c\u5e76\u8bc1\u660e\u8fd9\u79cd\u7ea6\u675f\u5bf9\u4e8e\u76ee\u6807\u7528\u6237\u800c\u8a00\uff0c\u662f\u81ea\u7531\u800c\u975e\u67b7\u9501\u3002\u5b83\u7684\u6210\u529f\uff0c\u5c06\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u201c\u6613\u7528\u6027\u5821\u5792\u201d\u4e2d\uff0c\u5efa\u7acb\u8d77\u8db3\u591f\u6df1\u539a\u4e14\u96be\u4ee5\u88ab\u7b80\u5355\u590d\u5236\u7684\u201c\u6280\u672f\u62a4\u57ce\u6cb3\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\">NeoWeb<\/span>\n                <\/div>\n<div class=\"comment-content\">NeoWeb is a structured no-code website builder for founders and small businesses. Instead of dealing with grids, spacing, and design systems, users add fixed-structure components and edit only the content. What makes NeoWeb different is that technical quality is built in by default, including SEO, performance, accessibility, best practices, structured data, and better visibility foundations, so websites are cleaner, stronger, and more ready for the modern web.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey Hunters \ud83d\udc4b<\/p>\n<p>We built NeoWeb because many website builders focus heavily on freedom, but not enough on the quality of the final website.<\/p>\n<p>For a lot of founders and small businesses, the challenge is not only creating a page. It is creating a website that is clear, fast, accessible, search-friendly, and built in a way that follows modern web standards. In many tools, those parts are either manual, easy to miss, or easy to break.<\/p>\n<p>That is the problem we wanted to approach differently.<\/p>\n<p>NeoWeb uses a structured system with fixed components, so users do not have to manage layout complexity like grids, spacing, or design systems. They focus on content, while the platform keeps the output cleaner and more consistent.<\/p>\n<p>A big part of what makes NeoWeb different is what happens behind the scenes:<br \/>\ud83d\udd0e SEO foundations are built in<br \/>\u26a1 performance is treated as a core part of the product<br \/>\u267f accessibility and best practices are kept in mind by default<br \/>\ud83e\udde9 structured data and standards-based output help websites be more visible and better understood by search engines and other systems<\/p>\n<p>So NeoWeb is not only about making websites easier to build. It is about helping people create websites with stronger technical quality and better visibility from the start.<\/p>\n<p>We would really love your feedback and thoughts on this approach \ud83e\udd0d<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>17<\/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>Is customer support available if I get stuck?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ruzan_hovakimyan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ruzan_hovakimyan<\/a>&nbsp;Yes, absolutely. We offer 24\/7 support, and if you ever get stuck, our team will get back to you very quickly and help you move forward.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>1<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/span>\n                        <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>How fast can I actually launch a website?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@erik_tovmasyan1\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@erik_tovmasyan1<\/a>&nbsp;You can launch very quickly \u2014 in many cases, within minutes. NeoWeb is built to speed up the whole process with ready structured components, so instead of spending time on layout and technical setup, you just add sections, edit the content, and publish.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/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 coding required at all to use this platform?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>0<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<div class=\"comment-replies\">\n<div class=\"reply-item\">\n<div class=\"reply-content\">\n<p><a href=\"https:\/\/www.producthunt.com\/@aka_vardapetyan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@aka_vardapetyan<\/a>&nbsp;No, coding is not required at all. NeoWeb is built for users who want to create websites without writing code \u2014 you simply drag and drop structured components, edit the content, and publish.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/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 it support mobile-friendly websites?<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<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\/@ruzan_hovakimyan\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@ruzan_hovakimyan<\/a>&nbsp;Yes \u2014 websites built with NeoWeb are mobile-friendly by default. The structure is designed to keep pages clean and responsive across all devices.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\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\/6GTY2WFLAISKUS\" class=\"app-title\">FraudGuard\u2011Fraud Prevention for Shopify<\/a><\/p>\n<div class=\"one-liner\">Stop chargebacks &#038; fraud on Shopify orders<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">8<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>\u4e00\u6b3e\u4e3aShopify\u5546\u5bb6\u8bbe\u8ba1\u7684\u667a\u80fd\u53cd\u6b3a\u8bc8\u5e94\u7528\uff0c\u901a\u8fc7\u53ef\u914d\u7f6e\u7684\u98ce\u9669\u8bc4\u5206\u4e0e\u81ea\u52a8\u89c4\u5219\uff0c\u5728\u8ba2\u5355\u652f\u4ed8\u73af\u8282\u5b9e\u65f6\u62e6\u622a\u9ad8\u98ce\u9669\u4ea4\u6613\uff0c\u89e3\u51b3\u56e0\u6b3a\u8bc8\u8ba2\u5355\u548c\u62d2\u4ed8\u5bfc\u81f4\u7684\u8d44\u91d1\u635f\u5931\u95ee\u9898\u3002<\/div>\n<p>    <!-- \u5a92\u4f53\u753b\u5eca\uff1a\u5305\u542b\u89c6\u9891\u548c\u591a\u5f20\u56fe\u7247 --><\/p>\n<div class=\"media-gallery\">\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d3ff80c1-e41c-4865-96a8-b236af55940c.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/36161ad4-fd84-4cc2-b4f7-98cbb1027f6d.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/41d97763-b26b-413e-ba08-8c362c53e076.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/e440456b-800a-42eb-a917-67dc469e3aaf.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">SaaS<\/span><br \/>\n            <span class=\"tag\">E-Commerce<\/span><br \/>\n            <span class=\"tag\">Business<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u7535\u5546\u5b89\u5168<\/span><br \/>\n            <span class=\"tag\">\u53cd\u6b3a\u8bc8<\/span><br \/>\n            <span class=\"tag\">Shopify\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u98ce\u9669\u63a7\u5236<\/span><br \/>\n            <span class=\"tag\">\u62d2\u4ed8\u9884\u9632<\/span><br \/>\n            <span class=\"tag\">\u8ba2\u5355\u8fc7\u6ee4<\/span><br \/>\n            <span class=\"tag\">\u81ea\u52a8\u89c4\u5219<\/span><br \/>\n            <span class=\"tag\">\u5546\u5bb6\u5de5\u5177<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u5f00\u53d1\u8005\u81ea\u8ff0\u8bc4\u8bba\uff0c\u65e8\u5728\u9610\u8ff0\u5f00\u53d1\u521d\u8877\u548c\u6838\u5fc3\u529f\u80fd\u5dee\u5f02\u70b9\uff08\u5982\u81ea\u5b9a\u4e49\u89c4\u5219\uff09\uff0c\u5e76\u4ee5\u63d0\u95ee\u65b9\u5f0f\u5f15\u5bfc\u7528\u6237\u8ba8\u8bba\u6b3a\u8bc8\u75db\u70b9\u53ca\u7406\u60f3\u5de5\u5177\u5f62\u6001\uff0c\u5c5e\u4e8e\u4ea7\u54c1\u63a8\u5e7f\u800c\u975e\u771f\u5b9e\u7528\u6237\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                \u4ece\u4ea7\u54c1\u5b9a\u4f4d\u770b\uff0cFraudGuard\u5207\u5165\u7684\u662f\u72ec\u7acb\u7ad9\u5356\u5bb6\u6700\u654f\u611f\u7684\u75db\u70b9\u2014\u2014\u4ea4\u6613\u6b3a\u8bc8\u5e26\u6765\u7684\u76f4\u63a5\u8d44\u91d1\u635f\u5931\u548c\u8fd0\u8425\u6210\u672c\u6500\u5347\u3002\u5176\u4ef7\u503c\u4e3b\u5f20\u6e05\u6670\uff1a\u5c06\u4e8b\u540e\u4e89\u8bae\u5904\u7406\u8f6c\u4e3a\u4e8b\u524d\u62e6\u622a\u3002\u4ea7\u54c1\u903b\u8f91\u4e0a\uff0c\u5b83\u6ca1\u6709\u6807\u699c\u590d\u6742\u7684AI\u6a21\u578b\uff0c\u800c\u662f\u7a81\u51fa\u201c\u53ef\u914d\u7f6e\u89c4\u5219\u201d\uff0c\u8fd9\u770b\u4f3c\u57fa\u7840\uff0c\u5b9e\u5219\u7cbe\u51c6\u5339\u914d\u4e86\u4e2d\u5c0f\u5546\u6237\u7684\u9700\u6c42\uff1a\u9700\u8981\u900f\u660e\u3001\u53ef\u63a7\u3001\u89e3\u91ca\u6027\u5f3a\u7684\u5de5\u5177\uff0c\u800c\u975e\u9ed1\u7bb1\u7b97\u6cd5\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u4ea7\u54c1\u9762\u4e34\u53cc\u91cd\u6311\u6218\u3002\u4e00\u662f\u5e02\u573a\u5c42\u9762\uff0cShopify\u5e94\u7528\u751f\u6001\u4e2d\u53cd\u6b3a\u8bc8\u5de5\u5177\u5df2\u662f\u4e00\u7247\u7ea2\u6d77\uff0c\u4ece\u5de8\u5934\u5230\u521d\u521b\u4ea7\u54c1\u4f17\u591a\uff0c\u529f\u80fd\u540c\u8d28\u5316\u4e25\u91cd\u3002\u4ec5\u9760\u201c\u56fd\u5bb6\u3001\u90ae\u7bb1\u57df\u540d\u3001\u9996\u6b21\u8d2d\u4e70\u8005\u201d\u7b49\u57fa\u7840\u89c4\u5219\u7ef4\u5ea6\uff0c\u7f3a\u4e4f\u72ec\u7279\u7684\u6570\u636e\u6e90\u6216\u66f4\u6df1\u5c42\u6b21\u7684\u7528\u6237\u884c\u4e3a\u5206\u6790\uff0c\u5176\u6280\u672f\u58c1\u5792\u548c\u957f\u671f\u7ade\u4e89\u529b\u5b58\u7591\u3002\u4e8c\u662f\u51b7\u542f\u52a8\u56f0\u5883\uff0c\u5f53\u524d\u96f6\u771f\u5b9e\u7528\u6237\u8bc4\u8bba\u7684\u72b6\u6001\uff0c\u4f7f\u5176\u5ba3\u79f0\u7684\u201c\u8282\u7701\u5546\u5bb6\u65f6\u95f4\u548c\u91d1\u94b1\u201d\u7f3a\u4e4f\u793e\u4f1a\u8bc1\u660e\uff0c\u8bf4\u670d\u529b\u4e0d\u8db3\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u771f\u6b63\u7684\u8003\u9a8c\u5728\u4e8e\uff0c\u5b83\u80fd\u5426\u5728\u201c\u8fc7\u5ea6\u62e6\u622a\uff08\u635f\u5931\u6b63\u5e38\u8ba2\u5355\uff09\u201d\u4e0e\u201c\u62e6\u622a\u4e0d\u8db3\u201d\u4e4b\u95f4\u627e\u5230\u6700\u4f73\u5e73\u8861\u70b9\uff0c\u8fd9\u9700\u8981\u5927\u91cf\u771f\u5b9e\u4ea4\u6613\u6570\u636e\u6301\u7eed\u4f18\u5316\u3002\u76ee\u524d\u5b83\u66f4\u50cf\u4e00\u4e2a\u529f\u80fd\u6a21\u5757\uff0c\u800c\u975e\u89e3\u51b3\u65b9\u6848\u3002\u82e5\u60f3\u7a81\u56f4\uff0c\u6216\u9700\u6df1\u8015\u7279\u5b9a\u5782\u76f4\u54c1\u7c7b\uff08\u5982\u9ad8\u5ba2\u5355\u4ef7\u3001\u6613\u8f6c\u552e\u5546\u54c1\uff09\uff0c\u79ef\u7d2f\u5dee\u5f02\u5316\u98ce\u63a7\u7ecf\u9a8c\uff0c\u6216\u4ee5\u6781\u7b80\u96c6\u6210\u3001\u6781\u5177\u7ade\u4e89\u529b\u7684\u5b9a\u4ef7\u7b56\u7565\u5438\u5f15\u7b2c\u4e00\u6279\u79cd\u5b50\u7528\u6237\uff0c\u7528\u6570\u636e\u6784\u5efa\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u3002\u5426\u5219\uff0c\u5b83\u5f88\u53ef\u80fd\u53ea\u662f\u5546\u5bb6\u5e94\u7528\u5546\u5e97\u91cc\u53c8\u4e00\u4e2a\u53ef\u88ab\u8f7b\u6613\u66ff\u6362\u7684\u9009\u9879\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\">FraudGuard\u2011Fraud Prevention for Shopify<\/span>\n                <\/div>\n<div class=\"comment-content\">FraudGuard is an advanced fraud prevention app for Shopify that blocks risky orders before they lead to chargebacks. It uses configurable risk scoring (country, email domain, first\u2011time buyers), email blacklist and domain filters, country blocking, and first\u2011order rules. Automatically flag or cancel suspicious orders with real\u2011time monitoring, admin and customer notifications, and clear risk indicators\u2014saving merchants time and money.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">We built FraudGuard for Shopify merchants who are tired of losing money to chargebacks and fake orders. Unlike generic fraud filters, it lets you set custom rules by country, email domain, and first\u2011time buyers\u2014then auto\u2011flags or cancels risky orders. Have you struggled with fraud on Shopify? What would your ideal fraud tool do?<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\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\/RPS7J4ZHIYOVMC\" class=\"app-title\">Twiqr<\/a><\/p>\n<div class=\"one-liner\">Find the right people in your network<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Twiqr\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u641c\u7d22\u5206\u6790\u4f60\u7684Twitter\u5173\u6ce8\u8005\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u6c42\u804c\u3001\u62db\u8058\u6216\u4e1a\u52a1\u62d3\u5c55\u7b49\u573a\u666f\u4e2d\uff0c\u5feb\u901f\u53d1\u73b0\u9690\u85cf\u5728\u793e\u4ea4\u7f51\u7edc\u4e2d\u7684\u5173\u952e\u4eba\u8109\uff0c\u89e3\u51b3\u4eba\u8109\u4ef7\u503c\u201c\u770b\u4e0d\u89c1\u201d\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\/e8c3365c-04f0-4ce3-b45b-9981d3a22d2f.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/403018ce-415c-41ce-a482-b08ed7f7ab5e.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\/35043aea-6f13-4ee2-a467-0e23e6ecb0e1.jpeg?auto=format\" data-video-url=\"https:\/\/youtu.be\/foemPnaJ1Ok\"><source src=\"https:\/\/youtu.be\/foemPnaJ1Ok\" 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\">Social Media<\/span><br \/>\n            <span class=\"tag\">Artificial Intelligence<\/span><br \/>\n            <span class=\"tag\">Tech<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u793e\u4ea4\u7f51\u7edc\u5206\u6790<\/span><br \/>\n            <span class=\"tag\">Twitter\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u4eba\u8109\u53d1\u73b0<\/span><br \/>\n            <span class=\"tag\">\u81ea\u7136\u8bed\u8a00\u641c\u7d22<\/span><br \/>\n            <span class=\"tag\">\u6c42\u804c\u62db\u8058<\/span><br \/>\n            <span class=\"tag\">\u53d7\u4f17\u6d1e\u5bdf<\/span><br \/>\n            <span class=\"tag\">AI\u9a71\u52a8<\/span><br \/>\n            <span class=\"tag\">Web3<\/span><br \/>\n            <span class=\"tag\">\u521b\u4f5c\u8005\u7ecf\u6d4e<\/span><br \/>\n            <span class=\"tag\">\u6548\u7387\u5de5\u5177<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u7528\u6237\u53cd\u9988\u5f3a\u70c8\u5171\u9e23\uff0c\u8ba4\u4e3a\u4ea7\u54c1\u7cbe\u51c6\u89e3\u51b3\u4e86\u201c\u4eba\u8109\u53d1\u73b0\u96be\u201d\u8fd9\u4e00\u771f\u5b9e\u75db\u70b9\u3002\u8bc4\u8bba\u8005\u8d5e\u8d4f\u521b\u59cb\u4eba\u5c06\u5931\u4e1a\u56f0\u5883\u8f6c\u5316\u4e3a\u4ea7\u54c1\u521b\u610f\u7684\u80fd\u529b\uff0c\u5e76\u63d0\u53ca\u5728LinkedIn\u7b49\u5e73\u53f0\u5b58\u5728\u7c7b\u4f3c\u9700\u6c42\u3002\u6574\u4f53\u53cd\u9988\u79ef\u6781\uff0c\u671f\u5f85\u4ea7\u54c1\u5e94\u7528\u573a\u666f\u3002\n            <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"ai-section\">\n<div class=\"ai-content\" style=\"font-size: large;\"><strong>AI \u9510\u8bc4<\/strong><\/div>\n<p class=\"ai-content\">\n                Twiqr\u7684\u4eae\u76f8\uff0c\u4e0e\u5176\u8bf4\u662f\u4e00\u6b3e\u65b0\u5de5\u5177\uff0c\u4e0d\u5982\u8bf4\u662f\u4e00\u9762\u6620\u7167\u51fa\u793e\u4ea4\u7f51\u7edc\u201c\u8fde\u63a5\u5e7b\u89c9\u201d\u7684\u955c\u5b50\u3002\u5b83\u806a\u660e\u5730\u6233\u7834\u4e86\u4e00\u4e2a\u5047\u8c61\uff1a\u6211\u4eec\u62e5\u6709\u5927\u91cf\u5173\u6ce8\u8005\uff0c\u5374\u5bf9\u5176\u8eab\u4efd\u4e0e\u4ef7\u503c\u4e00\u65e0\u6240\u77e5\u3002\u4ea7\u54c1\u5c06\u201c\u5173\u6ce8\u201d\u8fd9\u4e00\u88ab\u52a8\u884c\u4e3a\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u8bed\u4e49\u5206\u6790\uff0c\u8f6c\u5316\u4e3a\u53ef\u67e5\u8be2\u3001\u53ef\u7406\u89e3\u7684\u201c\u53d7\u4f17\u8d44\u4ea7\u201d\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e**\u5c06\u793e\u4ea4\u56fe\u8c31\u6570\u636e\u5316\u3001\u8bed\u4e49\u5316**\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u7136\u800c\uff0c\u5176\u771f\u6b63\u7684\u6311\u6218\u4e0e\u4ef7\u503c\u6df1\u5ea6\u5e76\u5b58\u3002\u9996\u5148\uff0c\u5176\u4ef7\u503c\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u7528\u6237\u73b0\u6709Twitter\u7c89\u4e1d\u7684\u89c4\u6a21\u4e0e\u8d28\u91cf\uff0c\u5bf9\u4e8e\u65b0\u624b\u6216\u7c89\u4e1d\u7ed3\u6784\u5355\u4e00\u7684\u7528\u6237\uff0c\u5de5\u5177\u6548\u7528\u9510\u51cf\u3002\u5176\u6b21\uff0c\u4ea7\u54c1\u903b\u8f91\u672c\u8d28\u4e0a\u662f\u5bf9\u516c\u5f00\u63a8\u6587\u5185\u5bb9\u8fdb\u884c\u6807\u7b7e\u5316\u5206\u7c7b\uff0c\u5176\u5206\u6790\u51c6\u786e\u5ea6\u3001\u9690\u79c1\u8fb9\u754c\u4ee5\u53ca\u53ef\u80fd\u5f15\u53d1\u7684\u201c\u793e\u4ea4\u722c\u866b\u201d\u4e89\u8bae\uff0c\u90fd\u662f\u6f5c\u5728\u98ce\u9669\u3002\u6700\u540e\uff0c\u4ece\u201c\u641c\u7d22\u201d\u5230\u201c\u7406\u89e3\u53d7\u4f17\u201d\u7684\u613f\u666f\u8dc3\u8fdb\uff0c\u9700\u8981\u66f4\u6df1\u5ea6\u7684\u6570\u636e\u5206\u6790\u4e0e\u6d1e\u5bdf\u5448\u73b0\uff0c\u76ee\u524d\u7248\u672c\u53ef\u80fd\u4ecd\u505c\u7559\u5728\u5173\u952e\u8bcd\u5339\u914d\u7684\u589e\u5f3a\u9636\u6bb5\u3002\n            <\/p>\n<p class=\"ai-content\">\n                \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u521b\u59cb\u4eba\u7684\u6545\u4e8b\u63ed\u793a\u4e86\u4ea7\u54c1\u6700\u7280\u5229\u7684\u5e94\u7528\u573a\u666f\uff1a**\u88ab\u52a8\u6c42\u804c\u4e0e\u9006\u5411\u62db\u8058**\u3002\u8fd9\u4e0d\u518d\u662f\u6f2b\u65e0\u76ee\u7684\u7684\u6295\u9012\uff0c\u800c\u662f\u4e3b\u52a8\u4ece\u5df2\u6709\u5173\u6ce8\u8005\u4e2d\u7cbe\u51c6\u8bc6\u522b\u6f5c\u5728\u96c7\u4e3b\u3001\u6295\u8d44\u8005\u6216\u63a8\u8350\u4eba\uff0c\u5c06\u5f31\u8fde\u63a5\u8f6c\u5316\u4e3a\u5f3a\u673a\u4f1a\u3002\u5982\u679cTwiqr\u80fd\u6301\u7eed\u6df1\u5316\u4eba\u7269\u753b\u50cf\u7ef4\u5ea6\uff08\u5982\u5f71\u54cd\u529b\u3001\u6d3b\u8dc3\u9886\u57df\u3001\u4e92\u52a8\u503e\u5411\uff09\uff0c\u5e76\u63a2\u7d22\u5b89\u5168\u7684\u53cc\u5411\u8fde\u63a5\u5efa\u8bae\uff0c\u5b83\u6216\u8bb8\u80fd\u4ece\u4e00\u4e2a\u806a\u660e\u7684\u641c\u7d22\u5de5\u5177\uff0c\u6f14\u8fdb\u4e3a\u771f\u6b63\u610f\u4e49\u4e0a\u7684**\u793e\u4ea4\u8d44\u672c\u7ba1\u7406\u5e73\u53f0**\u3002\u5f53\u524d\u7248\u672c\u53ea\u662f\u4e00\u4e2a\u4f18\u96c5\u7684\u8d77\u70b9\uff0c\u5176\u957f\u671f\u751f\u5b58\u53d6\u51b3\u4e8e\u80fd\u5426\u5728\u6570\u636e\u6d1e\u5bdf\u7684\u6df1\u5ea6\u4e0e\u7528\u6237\u4fe1\u4efb\u7684\u5c3a\u5ea6\u95f4\uff0c\u627e\u5230\u7cbe\u5999\u7684\u5e73\u8861\u3002\n            <\/p>\n<\/p><\/div>\n<div class=\"comments-section\">\n<div class=\"comments-toggle\">\n            <span>\u67e5\u770b\u539f\u59cb\u4fe1\u606f<\/span><br \/>\n            <span class=\"toggle-arrow\">\u25bc<\/span>\n        <\/div>\n<div class=\"comments-container\">\n<div class=\"comment-item\">\n<div class=\"comment-header\">\n                    <span class=\"comment-author\">Twiqr<\/span>\n                <\/div>\n<div class=\"comment-content\">Find people like \u201cAI researchers\u201d, \u201cweb3 developers\u201d, or \u201ccontent creators\u201d based on what they actually talk about \u2014 not just keywords. Connect your Twitter account, sync your followers, and search them using natural language. Twiqr helps you understand your audience and discover who really matters.<\/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<\/p>\n<p>This is my first Product Hunt launch.<\/p>\n<p>A few weeks ago, I lost my high-paying crypto job.<\/p>\n<p>I was very pressed and desperate for finding another role asap, I started digging through old DMs, reaching out to people I had spoken to years ago.<\/p>\n<p>As i was searching for people who could potentially hire \/ refer to me in their companies, I started recognizing names of people I had casually interacted with\u2026 were now founders, builders, doing incredible things.<\/p>\n<p>It made me wonder \u2014 how many investors, recruiters, or founders already follow me\u2026 and I just don\u2019t know?<\/p>\n<p>There was no easy way to find out.<\/p>\n<p>The idea was simple \u2014 you should be able to search your audience by meaning, not just keywords.<\/p>\n<p>I kept discovering amazing people following me *by accident*.<br \/>\nFounders. Builders. Really interesting folks.<\/p>\n<p>And I had no idea they were there.<\/p>\n<p>No notification. No signal. Just buried in the list.<\/p>\n<p>That\u2019s when it clicked \u2014 your audience is way more valuable than you think, you just can\u2019t **see it**.<\/p>\n<p>So I built Twiqr.<\/p>\n<p>Instead of scrolling endlessly, you can just search things like:<br \/>\n\u2192 \u201cAI researchers\u201d<br \/>\n\u2192 \u201cweb3 developers\u201d<br \/>\n\u2192 \u201ccontent creators\u201d<\/p>\n<p>\u2026and instantly find the right people in the domains you&#8217;re looking for.<\/p>\n<p>The idea evolved quickly from \u201csearch\u201d \u2192 \u201cunderstand your audience.\u201d<br \/>\nBecause once you can query your followers like this, a lot of new use cases open up:<br \/>\nFinding investors, recruiters, hire people for certain skillset&#8230;<\/p>\n<p>This is just the first version, but I\u2019d love your feedback \ud83d\ude4f<br \/>\nWhat would you use this for?<\/p><\/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>This is genuinely one of those problems you wish there was a product for. <\/p>\n<\/p>\n<p>Turning a tough situation like a job loss into a product launch is a hell of a pivot.<\/p>\n<\/p>\n<p>My fingers start to ache from scrolling when I have to search for former connections.<\/p>\n<\/p>\n<p>Huge congrats on the first launch-rooting for you on the PH leaderboard today!<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                                <span>\u25b2<\/span><br \/>\n                                <span>0<\/span>\n                            <\/div>\n<p>                            <span>\u56de\u590d<\/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 your first sale \ud83d\ude4c. You&#8217;re building solution to a problem I feel regularly on LinkedIn.<\/p>\n<\/div>\n<div class=\"comment-actions\">\n<div class=\"comment-vote\">\n                        <span>\u25b2<\/span><br \/>\n                        <span>1<\/span>\n                    <\/div>\n<p>                    <span>\u56de\u590d<\/span>\n                <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/article>\n<article class=\"app-card\">\n<div class=\"app-header\">\n<div class=\"rank\">#20<\/div>\n<div class=\"title-group\">\n            <a href=\"https:\/\/www.producthunt.com\/r\/DFZ4TRWHK4BXLZ\" class=\"app-title\">Daydreamer <\/a><\/p>\n<div class=\"one-liner\">The break reminder for Mac you&#8217;ll actually look forward to<\/div>\n<\/p><\/div>\n<div class=\"vote-btn\">\n<div class=\"vote-arrow\">\u25b2<\/div>\n<div class=\"vote-count\">6<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"one-liner\"><strong>\u4e00\u53e5\u8bdd\u4ecb\u7ecd\uff1a<\/strong>Daydreamer\u662f\u4e00\u6b3e\u901a\u8fc7\u6c89\u6d78\u5f0f\u5168\u5c4f\u573a\u666f\u3001\u73af\u5883\u97f3\u4e50\u548c\u540d\u8a00\u8b66\u53e5\uff0c\u5c06\u5f3a\u5236\u6253\u65ad\u8f6c\u5316\u4e3a\u6109\u60a6\u4f53\u9a8c\u7684Mac\u4f11\u606f\u63d0\u9192\u5de5\u5177\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u4f11\u606f\u63d0\u9192\u4ee4\u4eba\u53cd\u611f\u3001\u5e72\u6270\u5fc3\u6d41\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\/c329d05d-2064-4a22-a986-94bb4a819fe8.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\/8fa9a9df-42aa-4bbf-9a9a-810086d28d85.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\/37abcf33-3b4a-442c-9a1e-994bb7b62b35.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/baea4370-8ded-4ee3-90ec-765aea826042.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/d76f4f7d-aff3-4a77-a840-24d60b546071.png?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<div class=\"media-item-wrapper\">\n                <img decoding=\"async\" src=\"https:\/\/ph-files.imgix.net\/84ac537d-c5ed-476d-b9c0-35177a4bd335.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\/389812bb-bc4c-4760-b8fc-a334e6dfb3fd.jpeg?auto=format\" class=\"media-content\" alt=\"\u4ea7\u54c1\u56fe\u7247\">\n            <\/div>\n<\/p><\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">Productivity<\/span>\n        <\/div>\n<div class=\"tags-container\">\n<p>            <span class=\"tag\">\u751f\u4ea7\u529b\u5de5\u5177<\/span><br \/>\n            <span class=\"tag\">\u5065\u5eb7\u529e\u516c<\/span><br \/>\n            <span class=\"tag\">\u4f11\u606f\u63d0\u9192<\/span><br \/>\n            <span class=\"tag\">\u6c89\u6d78\u5f0f\u4f53\u9a8c<\/span><br \/>\n            <span class=\"tag\">\u6b63\u5ff5<\/span><br \/>\n            <span class=\"tag\">\u573a\u666f\u5316<\/span><br \/>\n            <span class=\"tag\">Mac\u5e94\u7528<\/span><br \/>\n            <span class=\"tag\">\u9632\u6253\u6270<\/span><br \/>\n            <span class=\"tag\">\u7126\u70b9\u6a21\u5f0f<\/span><br \/>\n            <span class=\"tag\">\u7528\u6237\u5173\u6000<\/span>\n        <\/div>\n<div class=\"reviews-section\">\n<div class=\"review-item\">\n<div class=\"review-bubble\">\n                <strong>\u7528\u6237\u8bc4\u8bba\u6458\u8981\uff1a<\/strong>\u76ee\u524d\u4ec5\u6709\u4e00\u6761\u6765\u81ea\u5f00\u53d1\u8005\u672c\u4eba\u7684\u8bc4\u8bba\uff0c\u65e8\u5728\u4ecb\u7ecd\u5f00\u53d1\u521d\u8877\u3001\u9080\u8bf7\u7528\u6237\u53cd\u9988\u5e76\u8868\u8fbe\u5bf9\u4ea7\u54c1\u7684\u70ed\u60c5\u3002\u5c1a\u65e0\u771f\u5b9e\u7528\u6237\u7684\u6709\u6548\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                Daydreamer\u7684\u6838\u5fc3\u7406\u5ff5\uff0c\u662f\u5c06\u201c\u6253\u65ad\u201d\u91cd\u65b0\u8bbe\u8ba1\u4e3a\u201c\u5956\u8d4f\u201d\uff0c\u8fd9\u89e6\u53ca\u4e86\u751f\u4ea7\u529b\u5de5\u5177\u4e00\u4e2a\u6df1\u5c42\u7684\u77db\u76fe\uff1a\u65e8\u5728\u4fdd\u62a4\u7528\u6237\u5065\u5eb7\u7684\u5de5\u5177\uff0c\u672c\u8eab\u5374\u56e0\u7c97\u66b4\u7684\u63d0\u9192\u65b9\u5f0f\u6210\u4e86\u65b0\u7684\u538b\u529b\u6e90\u3002\u5b83\u806a\u660e\u5730\u907f\u5f00\u4e86\u4e0e\u7cfb\u7edf\u7ea7\u201c\u5c4f\u5e55\u4f7f\u7528\u65f6\u95f4\u201d\u6216\u7b80\u5355\u8ba1\u65f6\u5668\u7684\u529f\u80fd\u5806\u780c\u7ade\u4e89\uff0c\u8f6c\u800c\u8fdb\u884c\u4f53\u9a8c\u5347\u7ef4\u2014\u2014\u7528\u7f8e\u5b66\uff08\u573a\u666f\u4e0e\u97f3\u4e50\uff09\u548c\u54f2\u5b66\uff08\u540d\u8a00\u8b66\u53e5\uff09\u5305\u88f9\u5176\u5de5\u5177\u5185\u6838\u3002\n            <\/p>\n<p class=\"ai-content\">\n           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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\">Daydreamer <\/span>\n                <\/div>\n<div class=\"comment-content\">I built Daydreamer because I wanted breaks to feel like something you look forward to, not just a popup telling you to stop. I use it every day. Each break shows a beautiful full-screen scene with ambient music and an inspirational quote, from philosophers to filmmakers, healing words to timeless wisdom. Moments of calm that genuinely help. It pauses during meetings, videos, and games, and Focus Mode dims distractions so you stay in flow. Hope it brings you as much joy as it brings me.<\/div>\n<\/p><\/div>\n<p>            <!-- \u8bc4\u8bba\u5217\u8868 --><\/p>\n<div class=\"comment-item\">\n<div class=\"comment-content\">\n<p>Hey everyone! I&#8217;m Kevin, the maker of Daydreamer.<\/p>\n<p>Honestly, I built this because I wanted it for myself. I spend a lot of time in front of my Mac, and most break reminders feel like interruptions. I wanted something that actually made me want to take a break. So I made Daydreamer.<\/p>\n<p>I use it every single day. The scenes, the music, the little quotes that show up during each break. It genuinely makes my workday feel a little warmer.<\/p>\n<p>This is my first time launching it publicly, and I&#8217;d love to hear what you think. What do you like? What feels off? What features would make it more useful for you? I read every comment and take feedback seriously. There&#8217;s a lot more I want to build, and your input will shape where this goes next.<\/p>\n<p>Thanks so much for checking it out. 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