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      "content_html": "<h2>Linkit \u4e00\u6b3e\u8de8\u5e73\u53f0\u6536\u85cf\u5939\u7ba1\u7406 \u684c\u9762\u7aef\u5e94\u7528</h2>\n<blockquote>\n<p>\u6211\u505a\u4e86\u4e00\u4e2a\u684c\u9762\u4e66\u7b7e\u7ba1\u7406\u5668\uff0c\u5c1d\u8bd5\u66f4\u667a\u80fd\u3001\u66f4\u7f8e\u89c2\u7684\u4e66\u7b7e\u7ba1\u7406\u3002Ctrl+L \u663e\u793a\u9690\u85cf\u7a0b\u5e8f\u3002<br/>\n\u4ed3\u5e93\u5730\u5740\uff1a <a href=\"https://github.com/blue-idea/linkit\" rel=\"nofollow\">https://github.com/blue-idea/linkit</a></p>\n</blockquote>\n<hr/>\n<h2>\u6b63\u6587</h2>\n<p>\u5148\u8bf4\u7ed3\u8bba\uff1a<strong>Linkit \u662f\u4e00\u6b3e\u8de8\u5e73\u53f0\u684c\u9762\u5e94\u7528\uff0c\u7528\u6765\u6536\u85cf\u3001\u6574\u7406\u548c\u91cd\u65b0\u53d1\u73b0\u4f60\u4fdd\u5b58\u8fc7\u7684\u4e00\u5207\u7f51\u9875\u8d44\u6e90\u3002</strong></p>\n<p><img alt=\"Dashboard\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/dashboard.png\"/></p>\n<hr/>\n<h3>\u4e3a\u4ec0\u4e48\u53c8\u9020\u4e86\u4e00\u4e2a\u4e66\u7b7e\u5de5\u5177\uff1f</h3>\n<p>\u6211\u7528\u8fc7 Raindrop \u3001Notion \u3001\u6d4f\u89c8\u5668\u6536\u85cf\u5939\uff0c\u6700\u540e\u53d1\u73b0\u4e00\u4e2a\u5171\u540c\u95ee\u9898\uff1a<strong>\u6536\u85cf\u662f\u7ec8\u70b9\uff0c\u800c\u4e0d\u662f\u8d77\u70b9\u3002</strong></p>\n<p>\u4e1c\u897f\u5b58\u8fdb\u53bb\u5c31\u518d\u4e5f\u627e\u4e0d\u5230\uff0c\u6216\u8005\u627e\u5230\u4e86\u4e5f\u4e0d\u77e5\u9053\u5f53\u65f6\u4e3a\u4ec0\u4e48\u6536\u85cf\u3002\u65f6\u95f4\u4e00\u957f\uff0c\u6536\u85cf\u5939\u53d8\u6210\u4e86\u6570\u5b57\u5783\u573e\u6876\u3002</p>\n<p>Linkit \u60f3\u89e3\u51b3\u7684\u5c31\u662f\u8fd9\u4e2a\u95ee\u9898\u3002</p>\n<hr/>\n<h3>\u5b83\u548c\u666e\u901a\u4e66\u7b7e\u7ba1\u7406\u5668\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f</h3>\n<p><strong>1. \u6bcf\u6761\u6536\u85cf\u90fd\u662f\u4e00\u4e2a\u77e5\u8bc6\u8d44\u4ea7</strong></p>\n<p>\u4e0d\u53ea\u662f\u4fdd\u5b58 URL \uff0c\u8fd8\u6709\u6807\u7b7e\u3001\u661f\u6807\u3001\u9605\u8bfb\u72b6\u6001\uff08\u672a\u8bfb / \u5728\u8bfb / \u5df2\u8bfb / \u5f52\u6863\uff09\u3001\u56fe\u6587\u5907\u6ce8\u3002AI \u4f1a\u81ea\u52a8\u6293\u53d6\u9875\u9762\u5185\u5bb9\uff0c\u751f\u6210\u6458\u8981\u548c\u6807\u7b7e\u63a8\u8350\uff0c\u4f60\u53ea\u9700\u8981\u786e\u8ba4\u4e00\u4e0b\u3002</p>\n<p><strong>2. \u5206\u7c7b + \u4e3b\u9898\uff0c\u4e24\u5957\u7ec4\u7ec7\u903b\u8f91</strong></p>\n<ul>\n<li><strong>\u5206\u7c7b</strong>\uff1a\u7a33\u5b9a\u7684\u6811\u5f62\u7ed3\u6784\uff0c\u957f\u671f\u5f52\u6863\u7528</li>\n<li><strong>\u4e3b\u9898</strong>\uff1a\u8de8\u5206\u7c7b\u7684\u521b\u610f\u7a7a\u95f4\uff0c\u6bd4\u5982\u300c\u4e0b\u5468\u8981\u770b\u7684\u8bbe\u8ba1\u53c2\u8003\u300d\u300c AI \u5de5\u5177\u8c03\u7814\u300d\uff0c\u53ef\u4ee5\u624b\u52a8\u62d6\u5165\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u544a\u8bc9 AI \u5e2e\u4f60\u81ea\u52a8\u6574\u7406</li>\n</ul>\n<p><strong>3. Spotlight \u641c\u7d22\uff0c<code>Cmd/Ctrl + K</code> \u5524\u8d77</strong></p>\n<p>\u652f\u6301\u6807\u9898\u3001\u5907\u6ce8\u7684\u5168\u6587\u641c\u7d22\uff0c\u4ee5\u53ca\u57fa\u4e8e\u8bed\u4e49\u5411\u91cf\u7684\u6a21\u7cca\u641c\u7d22\u3002\u6bd4\u5982\u641c\u300c\u5173\u4e8e\u6027\u80fd\u4f18\u5316\u7684\u6587\u7ae0\u300d\uff0c\u5373\u4f7f\u6807\u9898\u91cc\u6ca1\u6709\u8fd9\u51e0\u4e2a\u5b57\u4e5f\u80fd\u627e\u5230\u3002</p>\n<p><strong>4. AI \u662f\u771f\u7684\u96c6\u6210\u8fdb\u6765\u4e86\uff0c\u4e0d\u662f\u5957\u58f3</strong></p>\n<p>\u652f\u6301\u672c\u5730\u6a21\u578b\uff08 Ollama \u7b49\uff09\u548c\u8fdc\u7a0b API \uff08 OpenAI / DeepSeek \u517c\u5bb9\u63a5\u53e3\uff09\uff0c\u53ef\u4ee5\uff1a</p>\n<ul>\n<li>\u81ea\u52a8\u6458\u8981 + \u6807\u7b7e\u63a8\u8350</li>\n<li>\u8bed\u4e49\u641c\u7d22</li>\n<li>\u667a\u80fd\u6784\u5efa\u4e3b\u9898</li>\n<li>\u91cd\u590d\u6536\u85cf\u68c0\u6d4b</li>\n</ul>\n<p><strong>5. \u94fe\u63a5\u5065\u5eb7\u626b\u63cf</strong></p>\n<p>\u540e\u53f0\u5b9a\u671f\u68c0\u67e5\u6b7b\u94fe\u548c\u5185\u5bb9\u53d8\u66f4\uff0c\u4e0d\u7528\u624b\u52a8\u4e00\u6761\u6761\u9a8c\u8bc1\u3002</p>\n<p><strong>6. \u672c\u5730\u4f18\u5148\uff0c\u53ef\u9009\u4e91\u540c\u6b65</strong></p>\n<p>\u9ed8\u8ba4\u5b8c\u5168\u672c\u5730\u8fd0\u884c\uff0c\u6570\u636e\u5728\u81ea\u5df1\u673a\u5668\u4e0a\u3002\u9700\u8981\u591a\u8bbe\u5907\u540c\u6b65\u65f6\u53ef\u4ee5\u63a5\u5165 Supabase \uff0c\u6240\u6709\u4e91\u7aef\u6570\u636e\u901a\u8fc7 RLS \u884c\u7ea7\u5b89\u5168\u9694\u79bb\uff0c\u53ea\u6709\u81ea\u5df1\u80fd\u8bfb\u5199\u3002</p>\n<p><strong>7. \u5feb\u6377\u952e\u9a71\u52a8\uff0c\u51cf\u5c11\u9f20\u6807\u4f9d\u8d56</strong></p>\n<ul>\n<li><code>Cmd/Ctrl + K</code>\uff1a\u968f\u65f6\u5524\u8d77 Spotlight \u641c\u7d22 / \u5feb\u901f\u5165\u5e93</li>\n<li>\u652f\u6301\u62d6\u62fd\u4e66\u7b7e\u5230\u5206\u7c7b\u6811\u76f4\u63a5\u5f52\u7c7b</li>\n<li>\u652f\u6301\u62d6\u62fd\u4e66\u7b7e\u5230\u4e3b\u9898\u7a7a\u95f4\u5feb\u901f\u7f16\u7ec4</li>\n</ul>\n<p><strong>8. \u56db\u5957\u7cbe\u7f8e\u4e3b\u9898\u76ae\u80a4</strong></p>\n<p>\u5185\u7f6e Midnight / Ocean / Graphite / Sunset \u56db\u5957\u6df1\u8272\u7cfb\u6bdb\u73bb\u7483\u4e3b\u9898\uff0c\u4e2d\u82f1\u53cc\u8bed\u754c\u9762\u4e00\u952e\u5207\u6362\uff0c\u6240\u6709\u504f\u597d\u5b9e\u65f6\u751f\u6548\u65e0\u9700\u91cd\u542f\u3002</p>\n<hr/>\n<h3>\ud83d\udcf8 \u754c\u9762\u5c55\u793a</h3>\n<h4>\ud83d\udcca \u684c\u9762\u5de5\u4f5c\u7a7a\u95f4 (Dashboard)</h4>\n<p>\u7cbe\u7f8e\u7684\u4e09\u680f\u5f0f\u5e03\u5c40\uff0c\u5305\u542b\u53ef\u6298\u53e0\u7684\u5bfc\u822a\u680f\u4e0e\u8be6\u60c5\u9762\u677f\uff0c\u652f\u6301\u5361\u7247\u3001\u5217\u8868\u3001\u7011\u5e03\u6d41\u3001\u65f6\u95f4\u6d41\u3001\u6807\u7b7e\u805a\u5408\u548c\u4e3b\u9898\u7a7a\u95f4\u7b49\u516d\u79cd\u7075\u6d3b\u89c6\u56fe\u3002\n<img alt=\"\u5de5\u4f5c\u7a7a\u95f4\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/dashboard.png\"/></p>\n<h4>\ud83d\udd0d Spotlight \u5feb\u901f\u641c\u7d22 (<code>Cmd/Ctrl + K</code>)</h4>\n<p>\u968f\u65f6\u968f\u5730\u5524\u8d77\uff0c\u79d2\u7ea7\u8fdb\u884c\u591a\u5c5e\u6027\u5339\u914d\u548c\u8bed\u4e49\u7ea7\u641c\u7d22\uff0c\u6216\u76f4\u63a5\u7c98\u8d34 URL \u81ea\u52a8\u5b8c\u6210\u5165\u5e93\u3002\n<img alt=\"\u5feb\u901f\u641c\u7d22\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/spotlight.png\"/></p>\n<h4>\ud83e\udd16 AI \u667a\u80fd\u6d1e\u5bdf\u4e0e\u6458\u8981</h4>\n<p>\u5927\u6a21\u578b\u4e00\u952e\u63d0\u53d6\u7f51\u9875\u7684\u6838\u5fc3\u770b\u70b9\uff0c\u81ea\u52a8\u63d0\u70bc\u6807\u7b7e\uff0c\u5e76\u751f\u6210\u7b80\u660e\u6613\u8bfb\u7684\u6458\u8981\u3002\n<img alt=\"AI \u667a\u80fd\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/ai_insights.png\"/></p>\n<h4>\ud83d\udce5 \u6355\u83b7\u4e0e\u5165\u5e93\u5206\u6790</h4>\n<p>\u7b80\u6613 URL \u8f93\u5165\u4e0e\u62d6\u62fd\u5165\u5e93\u673a\u5236\uff0cAI \u5b9e\u65f6\u5e76\u53d1\u6293\u53d6\u5e76\u751f\u6210\u6807\u7b7e\u63a8\u8350\u3002\n<img alt=\"\u5165\u5e93\u5206\u6790\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/add_bookmark.png\"/></p>\n<h4>\ud83d\udc94 \u94fe\u63a5\u5065\u5eb7\u626b\u63cf</h4>\n<p>\u667a\u80fd\u626b\u63cf\u6b7b\u94fe\uff0c\u6807\u8bb0\u51fa <code>\u5931\u6548 (broken)</code> \u4e0e <code>\u5185\u5bb9\u53d8\u66f4 (changed)</code>\uff0c\u65b9\u4fbf\u5b9a\u671f\u6e05\u7406\u3002\n<img alt=\"\u5065\u5eb7\u626b\u63cf\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/health_check.png\"/></p>\n<h4>\u2699\ufe0f \u7cfb\u7edf\u504f\u597d\u4e0e\u7cbe\u7f8e\u4e3b\u9898</h4>\n<p>\u652f\u6301\u591a\u6b3e\u4f18\u96c5\u7684\u73b0\u4ee3\u611f\u754c\u9762\u76ae\u80a4\uff08<em>Midnight</em>, <em>Ocean</em>, <em>Graphite</em>, <em>Sunset</em>\uff09\u548c\u4e2d\u82f1\u53cc\u8bed\u754c\u9762\u4e00\u952e\u65e0\u7f1d\u5207\u6362\u3002\n<img alt=\"\u7cfb\u7edf\u8bbe\u7f6e\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/settings.png\"/></p>\n<h4>\ud83d\udcdd \u5907\u6ce8\u4e0e\u7f16\u8f91</h4>\n<p>\u652f\u6301\u5bcc\u6587\u672c\u56fe\u6587\u5907\u6ce8\uff0c\u968f\u65f6\u8bb0\u5f55\u6536\u85cf\u8fd9\u6761\u94fe\u63a5\u7684\u539f\u56e0\u3001\u6458\u5f55\u6216\u60f3\u6cd5\u3002\n<img alt=\"\u5907\u6ce8\u7f16\u8f91\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/edit_notes.png\"/></p>\n<h4>\ud83d\udd10 \u767b\u5f55\u4e0e\u8d26\u53f7</h4>\n<p>\u652f\u6301\u672c\u5730\u79bb\u7ebf\u76f4\u63a5\u4f7f\u7528\uff0c\u6216\u767b\u5f55 Supabase \u8d26\u53f7\u5f00\u542f\u8de8\u8bbe\u5907\u4e91\u540c\u6b65\u3002\n<img alt=\"\u767b\u5f55\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/blue-idea/linkit/main/ui/screenshot/login.png\"/></p>\n<hr/>\n<h3>\u4e0b\u8f7d</h3>\n<ul>\n<li>macOS \uff08\u63a8\u8350\uff09\uff1a<code>brew install blue-idea/tap/linkit</code></li>\n<li>Windows / Linux\uff1a<a href=\"https://github.com/blue-idea/linkit/releases\" rel=\"nofollow\">GitHub Releases</a> \u76f4\u63a5\u4e0b\u8f7d</li>\n</ul>\n<hr/>\n<h3>\u6280\u672f\u6808\uff08\u7ed9\u611f\u5174\u8da3\u7684\u540c\u5b66\uff09</h3>\n<p>Go + Wails + React + TypeScript + Tailwind CSS \uff0cAI \u5c42\u7528\u6807\u51c6 OpenAI \u517c\u5bb9\u63a5\u53e3\uff0c\u672c\u5730\u5b58\u50a8 + \u53ef\u9009 Supabase \u4e91\u540c\u6b65\u3002</p>\n<hr/>\n<p>\u76ee\u524d\u662f\u4e2a\u4eba\u9879\u76ee\uff0c\u8fd8\u5728\u6301\u7eed\u8fed\u4ee3\u4e2d\u3002\u6b22\u8fce\u8bd5\u7528\uff0c\u6709\u95ee\u9898\u6216\u5efa\u8bae\u76f4\u63a5\u56de\u5e16\uff0c\u90fd\u4f1a\u770b\u7684\u3002\u76ee\u524d ai \u63a5\u53e3\u6682\u4e0d\u63d0\u4f9b\uff0c\u8bf7\u81ea\u884c\u8bbe\u7f6e\u3002\u611f\u8c22\u60a8\u7684\u53cd\u9988\u548c\u5efa\u8bae\u3002\n\u4ed3\u5e93\u5730\u5740\uff1a <a href=\"https://github.com/blue-idea/linkit\" rel=\"nofollow\">https://github.com/blue-idea/linkit</a></p>\n", 
      "date_published": "2026-08-01T03:41:13+00:00", 
      "title": "\uff08\u65b0\u4ea7\u54c1\u6d4b\u8bd5\uff09Linkit \u4e00\u6b3e\u8de8\u5e73\u53f0\u6536\u85cf\u5939\u7ba1\u7406 \u684c\u9762\u7aef\u5e94\u7528", 
      "id": "https://www.v2ex.com/t/1231401"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/pandamen", 
        "name": "pandamen", 
        "avatar": "https://cdn.v2ex.com/gravatar/920521adc53ea7acdbe2970a91e96b79?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231398", 
      "title": "\u5144\u5f1f\u4eec\uff0c codex \u53c8\u91cd\u7f6e\u4e86~", 
      "id": "https://www.v2ex.com/t/1231398", 
      "date_published": "2026-08-01T03:39:36+00:00", 
      "content_html": "<p>\u5144\u5f1f\u4eec\uff0ccodex \u53c8\u91cd\u7f6e\u4e86~</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nextone", 
        "name": "nextone", 
        "avatar": "https://cdn.v2ex.com/avatar/e9d3/e7e3/79054_large.png?m=1605146942"
      }, 
      "url": "https://www.v2ex.com/t/1231389", 
      "title": "DeepSeek \u5b98\u65b9 Harness \u4e0d\u4e00\u5b9a\u4f1a\u5f00\u6e90", 
      "id": "https://www.v2ex.com/t/1231389", 
      "date_published": "2026-08-01T03:01:32+00:00", 
      "content_html": "<p><strong>\u5b98\u65b9 DeepSeek Harness \u6ca1\u6709\u4e00\u70b9\u70b9\u5f00\u6e90\u8ff9\u8c61\uff0c\u770b\u8d77\u6765\u50cf\u662f\u88ab\u5f53\u4f5c\u95ed\u6e90\u4ea7\u54c1\u5728\u63a8\u8fdb\u3002</strong></p>\n<ul>\n<li>\n<strong>\u8fd1\u671f\u4f20\u95fb</strong>\uff1a<ul>\n<li>7 \u6708\u4e0b\u65ec\uff0c\u793e\u533a\u6d41\u4f20\u5185\u6d4b\u62db\u52df\u622a\u56fe\uff0c\u79f0 Harness \u8ba1\u5212\u672c\u5468\u665a\u4e9b\u65f6\u5019\u5f00\u542f\u5185\u6d4b\u3002\u9996\u6279\u7528\u6237\u4ece\u5c0f\u578b\u7fa4\u7ec4\u7b5b\u9009\uff0c\u9700\u63d0\u4ea4\u4e2a\u4eba\u8d44\u6599\u5e76\u7b7e\u7f72\u300a\u4fdd\u5bc6\u627f\u8bfa\u51fd\u300b\uff1b\u6cc4\u5bc6\u4e0d\u4ec5\u53d6\u6d88\u672c\u6b21\u8d44\u683c\uff0c\u8fd8\u4f1a\u5f71\u54cd\u540e\u7eed DeepSeek \u6a21\u578b/\u4ea7\u54c1\u5185\u6d4b\u548c\u5408\u4f5c\u673a\u4f1a\u3002</li>\n</ul>\n</li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/desususula", 
        "name": "desususula", 
        "avatar": "https://cdn.v2ex.com/gravatar/f40f707bde493fb9d458f7736822f91c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231381", 
      "title": "\u5728 DeepSeek \u5b98\u65b9 Harness \u6ca1\u6709\u51fa\u6765\u4e4b\u524d\uff0c\u7528\u4ec0\u4e48 Agent \u66f4\u597d\uff1f", 
      "id": "https://www.v2ex.com/t/1231381", 
      "date_published": "2026-08-01T02:03:32+00:00", 
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    {
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        "name": "RenoYoo", 
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      "url": "https://www.v2ex.com/t/1231364", 
      "title": "AI Code Review \u662f\u4e0d\u662f\u66f4\u9002\u5408\u505a\u4f4e\u566a\u58f0\u7b5b\u67e5\uff0c\u800c\u4e0d\u662f\u5408\u5e76\u95f8\u95e8\uff1f", 
      "id": "https://www.v2ex.com/t/1231364", 
      "date_published": "2026-07-31T21:17:46+00:00", 
      "content_html": "\u6700\u8fd1\u5728\u770b GitHub \u5468\u699c\u91cc\u7684 alibaba/open-code-review \u3002\u5b83\u6ca1\u6709\u53ea\u9760\u4e00\u6bb5 prompt \u5ba1 diff \uff0c\u800c\u662f\u628a\u6587\u4ef6\u7b5b\u9009\u3001\u5173\u8054\u6587\u4ef6\u5206\u7ec4\u3001\u89c4\u5219\u5339\u914d\u3001\u8bc4\u8bba\u5b9a\u4f4d\u8fd9\u4e9b\u6b65\u9aa4\u505a\u6210\u786e\u5b9a\u6027\u6d41\u7a0b\uff0c\u518d\u8ba9 LLM agent \u8d1f\u8d23\u8bfb\u4e0a\u4e0b\u6587\u548c\u5224\u65ad\u95ee\u9898\u3002<br /><br />\u66f4\u503c\u5f97\u8ba8\u8bba\u7684\u662f\u5b83\u516c\u5f00\u5199\u51fa\u7684\u53d6\u820d\uff1a\u9879\u76ee\u65b9\u81ea\u5df1\u7684 benchmark \u91cc\uff0cprecision \u548c F1 \u9ad8\u4e8e\u901a\u7528 agent \uff0ctoken \u5927\u7ea6\u662f\u540e\u8005\u7684 1/9 \uff0c\u4f46 recall \u66f4\u4f4e\u3002\u8fd9\u4e2a\u7ed3\u679c\u76ee\u524d\u4ecd\u662f\u9879\u76ee\u81ea\u6d4b\uff0c\u4e0d\u662f\u72ec\u7acb\u8bc4\u6d4b\uff0c\u4e0d\u8fc7\u53d6\u820d\u672c\u8eab\u5f88\u73b0\u5b9e\u3002<br /><br />\u5982\u679c precision \u9ad8\uff0c\u5f00\u53d1\u8005\u6536\u5230\u7684\u8bef\u62a5\u66f4\u5c11\uff0c\u8bc4\u8bba\u624d\u66f4\u53ef\u80fd\u88ab\u8ba4\u771f\u770b\uff1b\u4f46 recall \u4f4e\uff0c\u610f\u5473\u7740\u771f\u5b9e\u7f3a\u9677\u4ecd\u4f1a\u6f0f\u6389\u3002\u6211\u7684\u7406\u89e3\u662f\uff0c\u8fd9\u7c7b\u5de5\u5177\u6700\u5408\u9002\u7684\u4f4d\u7f6e\u662f PR \u7684\u7b2c\u4e00\u8f6e\u4f4e\u566a\u58f0\u7b5b\u67e5\uff0c\u800c\u4e0d\u662f\u66ff\u56e2\u961f\u70b9\u201c\u5141\u8bb8\u5408\u5e76\u201d\u3002<br /><br />\u6211\u4f1a\u628a CI \u8d23\u4efb\u62c6\u6210\u4e09\u5c42\uff1a\u683c\u5f0f\u3001\u7c7b\u578b\u3001\u6d4b\u8bd5\u3001\u5b89\u5168\u89c4\u5219\u7b49\u786e\u5b9a\u6027\u68c0\u67e5\u8d1f\u8d23\u786c\u963b\u65ad\uff1b AI review \u7ed9\u9ad8\u7f6e\u4fe1\u63d0\u793a\uff1b\u4eba\u5de5 reviewer \u5bf9\u4e1a\u52a1\u8bed\u4e49\u548c\u6700\u7ec8\u5408\u5e76\u8d1f\u8d23\u3002<br /><br />\u5927\u5bb6\u73b0\u5728\u4f1a\u8ba9 AI review \u963b\u65ad\u5408\u5e76\u5417\uff1f\u5982\u679c\u4f1a\uff0c\u4f60\u4eec\u7528\u4ec0\u4e48\u6307\u6807\u63a7\u5236\u8bef\u62a5\u548c\u6f0f\u62a5\uff1a\u6309\u89c4\u5219\u5206\u7c7b\u3001\u7f6e\u4fe1\u5ea6\uff0c\u8fd8\u662f\u53ea\u5bf9\u5c11\u6570\u9ad8\u98ce\u9669\u76ee\u5f55\u542f\u7528\uff1f<br /><br />\u9879\u76ee\u4e0e benchmark \u8bf4\u660e\uff1a <a target=\"_blank\" href=\"https://github.com/alibaba/open-code-review\" rel=\"nofollow noopener\">https://github.com/alibaba/open-code-review</a>"
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      "url": "https://www.v2ex.com/t/1231356", 
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      "url": "https://www.v2ex.com/t/1231355", 
      "title": "\u5728\u6d4f\u89c8\u5668\u91cc\u8dd1\u771f\u00b7 Linux \u8bfb\u6211\u7684\u535a\u5ba2\uff0c\u8fd9\u6ce2\u64cd\u4f5c\u4ec0\u4e48\u6c34\u5e73\uff1f\ud83d\udd25", 
      "id": "https://www.v2ex.com/t/1231355", 
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        "url": "https://www.v2ex.com/member/jianleer", 
        "name": "jianleer", 
        "avatar": "https://cdn.v2ex.com/avatar/7e6d/6496/71832_large.png?m=1784861409"
      }, 
      "url": "https://www.v2ex.com/t/1231332", 
      "title": "Mac \u539f\u751f SSH \u7ec8\u7aef\u589e\u52a0 AI \u8f85\u52a9\u7ef4\u62a4\u670d\u52a1\u5668", 
      "id": "https://www.v2ex.com/t/1231332", 
      "date_published": "2026-07-31T12:55:15+00:00", 
      "content_html": "<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/p607id2o.jpeg\"/></p>\n<p>\u539f\u751f\uff0c\u514d\u8d39\uff0c\u5f00\u6e90\u3002</p>\n<p>\u7b80\u5355\u505a\u4e86\u4e2a\u7f51\u7ad9\u3002<a href=\"http://berth.xinghelee.com/zh/\" rel=\"nofollow\">berth.xinghelee.com/zh/</a></p>\n<p>berth \u589e\u52a0\u4e86 AI \u7684\u652f\u6301\u3002\n\u53ef\u4ee5\u76f4\u63a5\u8ba9 AI \u8f85\u52a9\u4f60\u7ef4\u62a4\u670d\u52a1\u5668\u3002</p>\n"
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      "url": "https://www.v2ex.com/t/1231322", 
      "title": "ai \u597d\u7528\uff0c\u4e00\u4e2a\u5c0f\u63d2\u4ef6\uff0c\u5c31\u5b9e\u73b0\u4e86\u201c\u7f51\u7edc\u503e\u542c\u8005\u201d", 
      "id": "https://www.v2ex.com/t/1231322", 
      "date_published": "2026-07-31T11:15:27+00:00", 
      "content_html": "\u81ea\u5df1\u53d1\u5e16\u4e0a\u4f20 mp3 \uff0c\u5c31\u6210\u4e86\u7f51\u7edc\u503e\u542c\u8005\uff0c\u7ed9\u5c0f\u5b69\u78e8\u8033\u6735<br /><a target=\"_blank\" href=\"https://bbs1.org/topic/177\" rel=\"nofollow noopener\">https://bbs1.org/topic/177</a><br />\u4e00\u4e2a\u4e3b\u9898\u4e00\u4e2a<br /><a target=\"_blank\" href=\"https://bbs1.org/topic/176\" rel=\"nofollow noopener\">https://bbs1.org/topic/176</a><br /><br />\u53ef\u4ee5\u8bb0\u5f55\u6536\u542c\u8fdb\u5ea6\uff0c\u4e0b\u6b21\u63a5\u7740\u542c\u3002"
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        "name": "wqgogogo", 
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      "url": "https://www.v2ex.com/t/1231310", 
      "title": "codex\uff0c gtp \u4e2d\u8f6c\u3001\u751f\u56fe", 
      "id": "https://www.v2ex.com/t/1231310", 
      "date_published": "2026-07-31T09:48:34+00:00", 
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      "url": "https://www.v2ex.com/t/1231295", 
      "title": "opencode go \u4f3c\u4e4e\u80fd\u7528 deepseek \u6b63\u5f0f\u7248\u4e86\uff0c\u4f46\u662f\u4f1a\u6709\u4e00\u4e2a\u5f88\u5947\u602a\u7684\u62a5\u9519", 
      "id": "https://www.v2ex.com/t/1231295", 
      "date_published": "2026-07-31T08:57:46+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://i.imgur.com/qrpZiE3.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/qrpZiE3.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /> \u4f60\u9700\u8981\u5728\u540e\u53f0\u5f00\u542f\u4e00\u4e2a\u6388\u6743<br /> \u989d\u5ea6\u548c\u4ef7\u683c\u6682\u65f6\u6ca1\u6709\u53d8...<br /> \u5b9e\u6d4b flash \u6b63\u5f0f\u7248\u8dd1\u4e4b\u524d pro \u7684\u4efb\u52a1\u4e00\u70b9\u95ee\u9898\u4e5f\u6ca1\u6709\uff0c\u800c\u4e14\u8981\u5feb\u592a\u591a\u592a\u591a\u4e86<br /> \u5047\u5982 flash \u771f\u5982\u8dd1\u5206\u6d4b\u8bd5\u90a3\u6837\u8d85\u8fc7 glm5.2...<br /> 10 \u5200\u4e00\u4e2a\u6708\u7684 opencode go \u5c31\u592a\u9999\u4e86\uff0c\u53ef\u4ee5\u8bf4\u600e\u4e48\u90fd\u7528\u4e0d\u5b8c\u4e86"
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        "url": "https://www.v2ex.com/member/grindmule", 
        "name": "grindmule", 
        "avatar": "https://cdn.v2ex.com/avatar/703f/85d7/833545_large.png?m=1785318296"
      }, 
      "url": "https://www.v2ex.com/t/1231290", 
      "title": "\u5927\u5bb6\u6bcf\u4e2a\u6708\u5728 AI \u5de5\u5177\u4e0a\u82b1\u591a\u5c11\u94b1\uff1f\u6211\u7b97\u4e86\u4e0b\u5df2\u7ecf 500 -1000 \u591a\u4e86", 
      "id": "https://www.v2ex.com/t/1231290", 
      "date_published": "2026-07-31T08:43:41+00:00", 
      "content_html": "<p>\u6700\u8fd1\u7684 AI \u5de5\u5177\u611f\u89c9\u8d8a\u5b9a\u8d8a\u591a\uff0c\u5355\u770b\u8c8c\u4f3c\u4e0d\u591a\uff0c\u4f46\u662f\u8ba4\u771f\u7b97\u4e86\u4e00\u4e0b\uff0c\u53e0\u52a0\u8d77\u6765\u4e5f\u4e0d\u5c11\u4e86</p>\n<p>\u6211\u76ee\u524d\u5927\u6982\u662f\uff1a\nChatGPT Plus\uff1a20 \u7f8e\u5143/\u6708\nClaude/Gemini\uff1a20 \u7f8e\u5143\u5de6\u53f3/\u6708\nAI \u7f16\u7a0b\u5de5\u5177\uff1a10-30 \u7f8e\u5143\u5de6\u53f3/\u6708\nAPI \u548c\u5176\u4ed6\u96f6\u6563\u5de5\u5177\uff1a10 \uff5e 50 \u7f8e\u5143/\u6708\n\u8fd9\u4e9b\u52a0\u8d77\u6765\uff0c\u6bcf\u4e2a\u6708\u4e5f\u662f\u5feb\u5c0f 100 \u7f8e\u5143\u4e86\uff0c\u4e00\u4e2a\u6708\u6298\u5408\u4eba\u6c11\u5e01\u591a\u7684\u65f6\u5019\u4e00\u5343\u591a\u4e86\u3002</p>\n<p>\u8fd9\u4e9b\u5de5\u5177\u4e5f\u4e0d\u662f\u6bcf\u4e2a\u90fd\u80fd\u7528\u6ee1\u989d\uff0c\u4e5f\u4e0d\u662f\u90fd\u4e0d\u53ef\u66ff\u4ee3\uff0c\u4f46\u662f\u5076\u5c14\u786e\u5b9e\u6709\u9700\u8981\u4f7f\u7528\uff1b\u6709\u65f6\u5019\u89c9\u5f97\u6a21\u578b\u80fd\u529b\u5dee\u522b\u6ca1\u90a3\u4e48\u5927\uff0c\u771f\u6b63\u8ba9\u6211\u4e0d\u60f3\u9000\u8ba2\u7684\uff0c\u53cd\u800c\u662f\u4f7f\u7528\u4e60\u60ef\u3001\u4e0a\u4e0b\u6587\u3001\u7f16\u7a0b\u5de5\u4f5c\u6d41\u548c\u54cd\u5e94\u901f\u5ea6\u3002</p>\n<p>\u6240\u4ee5\u6bd4\u8f83\u597d\u5947\u5927\u5bb6\u76ee\u524d\u662f\u5565\u60c5\u51b5\uff1f</p>\n<p>\u6bcf\u4e2a\u6708\u5728 AI \u3001API \u8fd9\u4e9b\u5730\u65b9\u8981\u82b1\u6389\u591a\u5c11\u9884\u7b97\uff1f</p>\n<p>\u4e0d\u77e5\u9053\u6211\u8fd9\u4e2a\u5c5e\u4e8e\u6b63\u5e38\u6c34\u5e73\uff0c\u8fd8\u662f\u6709\u4e9b\u6d6a\u8d39\u5462\uff1f</p>\n"
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        "url": "https://www.v2ex.com/member/maomaolkd", 
        "name": "maomaolkd", 
        "avatar": "https://cdn.v2ex.com/gravatar/574162fff583954730dc402e5a33db5e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231283", 
      "title": "\u73b0\u5728\u5df2\u7ecf\u53ef\u4ee5\u8ba9 ai \u5199\u4ee3\u7801\uff0c\u521b\u5efa\u60ca\u8273\u7684\u4ea7\u54c1\u5ba3\u4f20\u89c6\u9891\u4e86", 
      "id": "https://www.v2ex.com/t/1231283", 
      "date_published": "2026-07-31T08:23:48+00:00", 
      "content_html": "<p>\u6628\u5929\u6211\u4f7f\u7528 cursor \u5199\u4ee3\u7801\u5236\u4f5c\u4e86\u4e00\u4e2a\u4ea7\u54c1\u5ba3\u4f20\u89c6\u9891\uff0c\u6211\u611f\u89c9\u6548\u679c\u5f88\u4e0d\u9519\uff0c\u642d\u914d gpt5.6 \u751f\u6210:\n<a href=\"https://img.linkedinspeak.net/renderlab-promo.mp4\" rel=\"nofollow\"><img alt=\"demo\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.linkedinspeak.net/33.png\"/></a>\n\u6211\u77e5\u9053\u4f60\u4eec\u90fd\u7528\u4e86 codex \u3001claude code \uff0c\u4f46\u4e5f\u6709\u5f88\u591a\u4eba\u50cf\u6211\u4e00\u6837\u7528\u7684\u662f cursor \u6dd8\u5b9d\u4e0a\u6709\u5f88\u591a\u4eba\u8fd8\u5356\u7684\u63d2\u4ef6\uff0c\u5356\u79ef\u5206\uff0c\u6211\u4e4b\u524d\u5728\u6dd8\u5b9d\u4e0a\u4e70\u7684 cursor \u63d2\u4ef6\uff0cclaude \u6a21\u578b\u7b80\u76f4\u964d\u667a\u7684\u5389\u5bb3\uff0c\u4e00\u4e2a\u5c0f bug \u534a\u5929\u4fee\u590d\u4e0d\u597d\u3002 \u76ee\u524d\u6211\u4f7f\u7528\u7684\u662f\u4e2d\u8f6c api \uff0c\u642d\u914d\u5f00\u6e90\u63d2\u4ef6 cursorbyok,\u723d\u7528 gpt5.6 \uff01</p>\n"
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      "url": "https://www.v2ex.com/t/1231282", 
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      "date_published": "2026-07-31T08:19:03+00:00", 
      "title": "\u54e6\u5929\u54ea\uff0c\u6211\u7ec8\u4e8e\u53ef\u4ee5\u5728 codex \u91cc\u539f\u751f\u4f7f\u7528 deepseek \u4e86", 
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    {
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        "url": "https://www.v2ex.com/member/whoops", 
        "name": "whoops", 
        "avatar": "https://cdn.v2ex.com/gravatar/316e681e28108be24c065016440ef3e9?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1231272", 
      "date_modified": "2026-07-31T08:01:23+00:00", 
      "content_html": "<p>\u90fd\u8bf4 199 \u6bcf\u6708\u5957\u9910\u6700\u5212\u7b97 20 \u500d kimi code \u989d\u5ea6\uff0c\u4e4d\u4e00\u770b\u662f 99 \u5143\u6bcf\u6708\u7684 5 \u500d\u3002\u4f46\u4ed4\u7ec6\u770b kimi \u7684\u6587\u6863\u89e3\u91ca\u540e\u53d1\u73b0\u4e0d\u662f\u8fd9\u6837.\u603b\u989d\u5ea6\u5e94\u8be5\u662f 99 \u5143\u6bcf\u6708\u7684 2 \u500d\u3002</p>\n<p><a href=\"https://www.kimi.com/zh-cn/help/agent/agent-quota-and-billing\" rel=\"nofollow\">https://www.kimi.com/zh-cn/help/agent/agent-quota-and-billing</a>\nAgent \u989d\u5ea6\u4e0e\u8ba1\u8d39\nAgent \u6a21\u5f0f\u4f7f\u7528 Kimi \u7edf\u4e00\u989d\u5ea6\u8fdb\u884c\u8ba1\u8d39\u3002\u6240\u6709\u4f1a\u5458\u529f\u80fd\uff08 Agent \u3001\u6df1\u5ea6\u7814\u7a76\u3001PPT \u3001\u6587\u6863\u3001\u8868\u683c\u3001Kimi Code \u3001Kimi Work \u3001Kimi Claw \u7b49\uff09\u5171\u4eab\u4e00\u4e2a\u989d\u5ea6\u6c60\uff0c\u989d\u5ea6\u6309\u5b9e\u9645 token \u6d88\u8017\u6263\u9664\u3002</p>\n<p><a href=\"https://www.kimi.com/zh-cn/help/kimi-code/benefits\" rel=\"nofollow\">https://www.kimi.com/zh-cn/help/kimi-code/benefits</a>\nKimi Code \u7684\u989d\u5ea6\u4ee5\u8ba2\u9605\u65e5\u4e3a\u8d77\u70b9\u6bcf 7 \u5929\u81ea\u52a8\u5237\u65b0\uff0c\u672a\u7528\u5b8c\u4e0d\u7d2f\u79ef\u3002\u9664\u4e86\u5468\u989d\u5ea6\u5916\uff0c\u8fd8\u6709\u6bcf 5 \u5c0f\u65f6\u7684\u6eda\u52a8\u9891\u7387\u7a97\u53e3\u2014\u2014\u5373\u4f7f\u603b\u91cf\u5145\u8db3\uff0c\u77ed\u65f6\u95f4\u8bf7\u6c42\u8fc7\u591a\u4e5f\u4f1a\u89e6\u53d1\u9650\u6d41\uff0c\u7b49\u7a97\u53e3\u6eda\u52a8\u540e\u81ea\u52a8\u6062\u590d\u3002</p>\n<p>Kimi Code \u989d\u5ea6\u53ea\u662f\u6bcf\u5468\u53ca\u6bcf 5 \u5c0f\u65f6\u4f60\u80fd\u7528\u7684\u6700\u5927\u91cf\uff0c199 \u5957\u9910\u77e5\u8bc6\u4f60\u9650\u989d\u65f6\u95f4\u5185\u7528\u7684\u91cf\u662f 20 \u500d\u7f62\u4e86\uff0c\u603b\u91cf\u8fd8\u662f\u770b agent \u989d\u5ea6\u3002</p>\n", 
      "date_published": "2026-07-31T07:57:23+00:00", 
      "title": "\u6211\u4eca\u5929\u624d\u660e\u767d\uff0c kimi \u4f1a\u5458\u7684\u603b\u989d\u5ea6\u5e94\u8be5\u662f agent \u989d\u5ea6", 
      "id": "https://www.v2ex.com/t/1231272"
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    {
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        "url": "https://www.v2ex.com/member/xuld", 
        "name": "xuld", 
        "avatar": "https://cdn.v2ex.com/gravatar/a5cc6f373106ab818eeb0869ed756b64?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231268", 
      "title": "2026 \u8c08\u4f4e\u4ee3\u7801\u4ea7\u54c1", 
      "id": "https://www.v2ex.com/t/1231268", 
      "date_published": "2026-07-31T07:46:12+00:00", 
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\u3002</p>\n<p>\u6240\u4ee5\uff0c\u5927\u90e8\u5206\u524d\u7aef\u90fd\u89c9\u5f97\u4f4e\u4ee3\u7801\u662f\u201c\u50bb\u903c\u9886\u5bfc\u201d\u624d\u4f1a\u505a\u7684\u4e8b\u60c5\u3002</p>\n<p>\u5f53\u7136\uff0c\u6240\u6709\u9886\u5bfc\u773c\u91cc\u90fd\u548c\u660e\u955c\u4f3c\u7684\uff0c\u4ed6\u77e5\u9053\uff0c\u4e00\u4e2a\u53d6\u4ee3\u524d\u7aef\u7684\u4ea7\u54c1\uff0c\u65e0\u8bba\u505a\u7684\u518d\u597d\uff0c\u524d\u7aef\u90fd\u4f1a\u6765\u6311\u523a\u7684\uff0c<br/>\n\u56e0\u6b64\u524d\u7aef\u9a82\u518d\u591a\uff0c\u4ed6\u90fd\u5f53\u542c\u4e0d\u5230\u3002</p>\n<h2>2.\u4f4e\u4ee3\u7801\u4ea7\u54c1\u5e94\u8be5\u662f\u600e\u6837\u7684</h2>\n<p>\u591a\u6570\u4ecd\u7136\u575a\u6301\u505a\u4f4e\u4ee3\u7801\u7684\u9886\u5bfc\u773c\u91cc\uff0c\u4ed6\u5176\u5b9e\u4e5f\u660e\u767d\u4f4e\u4ee3\u7801\u662f\u505a\u4e0d\u6210\u901a\u7528\u7684\u3002   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 </p>\n<p>\u7ed3\u8bba\uff1a\u5982\u679c\u4f60\u548c\u9886\u5bfc\u5728\u201c2026 \u5f00\u53d1\u4f4e\u4ee3\u7801\u4ea7\u54c1\u8fd8\u6709\u6ca1\u6709\u610f\u4e49\u7684\u89c2\u70b9\u4e0a\u6709\u77db\u76fe\u201d\uff0c\u5927\u6982\u7387\u662f\u56e0\u4e3a\u4f60\u4eec\u5fc3\u7406\u6240\u60f3\u7684\u4f4e\u4ee3\u7801\u4ea7\u54c1\u538b\u6839\u4e0d\u662f\u4e00\u4e2a\u4e1c\u897f\u3002</p>\n<p>\u4e0d\u8981\u518d\u8bf4\u6709 AI \u4e86\uff0c\u8c01\u8fd8\u7528\u4f4e\u4ee3\u7801\u3002<br/>\n\u8981\u8bf4\u5199\u4ee3\u7801\uff0c\u7528 AI 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    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zhya", 
        "name": "zhya", 
        "avatar": "https://cdn.v2ex.com/gravatar/3e74c2fe0362c231bc7a6e528296151a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231264", 
      "title": "KIMI \u771f\u7684\u6709\u4eba\u5728\u7528\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1231264", 
      "date_published": "2026-07-31T07:42:22+00:00", 
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      "date_published": "2026-07-31T02:27:23+00:00", 
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    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/uxiaohan", 
        "name": "uxiaohan", 
        "avatar": "https://cdn.v2ex.com/avatar/68e7/8ca5/546251_large.png?m=1763364885"
      }, 
      "url": "https://www.v2ex.com/t/1231147", 
      "date_modified": "2026-07-31T02:04:58+00:00", 
      "content_html": "<h2>\u81ea\u5df1\u505a\u4e86\u4e2a\u5c0f\u5de5\u5177\uff0c\u628a\u6587\u4ef6\u4e0a\u4f20\u5230 Arweave \u533a\u5757\u94fe\uff0c\u6c38\u4e45\u5b58\u50a8\uff0c\u4e0d\u4f1a\u4e22\u3002</h2>\n<h2>GIthub \u5f00\u6e90\u5730\u5740</h2>\n<p><a href=\"https://github.com/uxiaohan/KBStore\" rel=\"nofollow\">KBStore - Github</a></p>\n<h2>\u4f53\u9a8c\u5730\u5740</h2>\n<p><a href=\"https://kbstore.vhan.eu.org/\" rel=\"nofollow\">KBStore</a></p>\n<p><strong>\u4e3b\u8981\u7279\u70b9\uff1a</strong></p>\n<ul>\n<li>\u6587\u4ef6\u5927\u5c0f\u9650\u5236 100KB</li>\n<li>\u4e0a\u4f20\u5373\u6c38\u4e45\uff0c\u4e0d\u53ef\u5220\u9664</li>\n<li>\u652f\u6301 API Token \uff0c\u65b9\u4fbf\u7a0b\u5e8f\u8c03\u7528</li>\n<li>\u81ea\u5e26\u8d26\u53f7\u7cfb\u7edf\u548c\u7ba1\u7406\u540e\u53f0</li>\n</ul>\n<h2>\u9996\u9875\u622a\u56fe</h2>\n<p><img alt=\"KBStore\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://wp-cdn.4ce.cn/v2/W1uEmgt.png\"/></p>\n", 
      "date_published": "2026-07-31T02:03:45+00:00", 
      "title": "[\u5f00\u6e90] \u6587\u4ef6\u4e0a\u4f20\u5230 Arweave \u533a\u5757\u94fe\uff0c\u6c38\u4e45\u5b58\u50a8\uff0c\u4e0d\u4f1a\u4e22", 
      "id": "https://www.v2ex.com/t/1231147"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Victor42", 
        "name": "Victor42", 
        "avatar": "https://cdn.v2ex.com/avatar/db2b/cfda/284083_large.png?m=1784085389"
      }, 
      "url": "https://www.v2ex.com/t/1231140", 
      "title": "\u505a\u4e86\u4e00\u4e2a\u8bd7\u8bcd\u89e3\u8bfb\u7684 skill\uff0c\u516d\u5408\u8bfb\u8bd7\uff0c\u81ea\u5df1\u7528\u7684\uff0c\u5206\u4eab\u4e00\u4e0b\u5e55\u540e\u6545\u4e8b", 
      "id": "https://www.v2ex.com/t/1231140", 
      "date_published": "2026-07-31T01:54:55+00:00", 
      "content_html": "\u9605\u8bfb\u5730\u5740\uff1a<br /><a target=\"_blank\" href=\"https://victor42.eth.limo/post/poem-six-lens-skill/\" rel=\"nofollow noopener\">https://victor42.eth.limo/post/poem-six-lens-skill/</a><br /><br />Skill \u53d6\u7528\uff1a<br /><a target=\"_blank\" href=\"https://skills.victor42.work/poem-six-lens/\" rel=\"nofollow noopener\">https://skills.victor42.work/poem-six-lens/</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hugozach", 
        "name": "hugozach", 
        "avatar": "https://cdn.v2ex.com/avatar/4e55/2e82/590166_large.png?m=1765428768"
      }, 
      "url": "https://www.v2ex.com/t/1231128", 
      "title": "\u6c42\u4e00\u4e2a\u8bbe\u8ba1 logo \u7684\u7f51\u7ad9", 
      "id": "https://www.v2ex.com/t/1231128", 
      "date_published": "2026-07-31T01:29:41+00:00", 
      "content_html": "<p>\u5f00\u53d1 app \u6216\u8005\u7f51\u7ad9\n\u4e2a\u4eba\u611f\u89c9\u6700\u96be\u7684\u662f\u60f3\u540d\u5b57\u548c\u8bbe\u8ba1 logo\n\u6c42\u5927\u4f6c\u7ed9\u70b9\u7ecf\u9a8c \u8fd9\u79cd\u6709\u6ca1\u6709\u4e0d\u6210\u6587\u7684\u89c4\u5b9a\nv \u53cb\u7684\u5ba1\u7f8e\u548c\u8d77\u540d\u5b57\u90fd\u975e\u5e38\u5728\u7ebf\n\u8dea\u6c42\u5927\u4f6c\u8bb2\u8bb2\u8bbe\u8ba1\u601d\u8def\u6216\u8005\u7ed9\u4e2a\u7f51\u7ad9</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/k1314521jx", 
        "name": "k1314521jx", 
        "avatar": "https://cdn.v2ex.com/avatar/b6ac/13d4/304992_large.png?m=1785293662"
      }, 
      "url": "https://www.v2ex.com/t/1231126", 
      "title": "\u667a\u666e\u4eca\u5929\u8fd9\u6ce2\u6da8\u4ef7\uff0c\u6709\u70b9\u8ff7\uff0c\u6da8\u4e86\u5feb 3 \u500d", 
      "id": "https://www.v2ex.com/t/1231126", 
      "date_published": "2026-07-31T01:25:37+00:00", 
      "content_html": "<p>coding plan \u5957\u9910  \u4e4b\u524d Lite \u624d 40/\u6708 \u73b0\u5728\u8981 118/\u6708   \u5c01\u4e86\u5427</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wuruxu", 
        "name": "wuruxu", 
        "avatar": "https://cdn.v2ex.com/avatar/0c1d/51f3/76854_large.png?m=1785368390"
      }, 
      "url": "https://www.v2ex.com/t/1231116", 
      "title": "\u51c6\u5907\u7ed9 scrcpy \u5957\u4e2a\u58f3\uff0c\u63a5\u5165 GPU \u6e32\u67d3", 
      "id": "https://www.v2ex.com/t/1231116", 
      "date_published": "2026-07-30T23:34:15+00:00", 
      "content_html": "\u7528 chromium UI views \u7ec4\u4ef6\u505a\u754c\u9762\uff0c\u6ca1\u6709 QT \u7684\u7248\u6743\u9650\u5236\uff0c\u662f\u65b9\u4fbf\u5f88\u591a\u7684       <br /><a target=\"_blank\" href=\"https://i.imgur.com/xW4Fehq.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/xW4Fehq.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nng", 
        "name": "nng", 
        "avatar": "https://cdn.v2ex.com/gravatar/c3136ebae5538c9c9f95395783de45e0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231115", 
      "title": "GLM Coding Plan \u7f16\u7801\u5957\u9910\u8981\u66f4\u65b0 V3 \u6da8\u4ef7\u4e86 @_@", 
      "id": "https://www.v2ex.com/t/1231115", 
      "date_published": "2026-07-30T23:25:21+00:00", 
      "content_html": "<p>\u6da8\u4ef7\u4e86\uff0c\u7ffb\u4e86\u63a5\u8fd1\u4e00\u500d\u3002</p>\n<p>PRO - \u6bcf\u4e2a\u6708 430 \uff0cMAX - 862 \uff0c\u6211\u5370\u8c61 MAX \u4ee5\u524d\u4e00\u5e74\u662f 4500 \u5de6\u53f3\u3002</p>\n<p>URL: <a href=\"https://docs.bigmodel.cn/cn/coding-plan/notice/usage-revision\" rel=\"nofollow\">https://docs.bigmodel.cn/cn/coding-plan/notice/usage-revision</a></p>\n<h1>\u8001\u7528\u6237\u6743\u76ca\u8bf4\u660e</h1>\n<blockquote>\n<p>\u5e2e\u52a9\u60a8\u5feb\u901f\u4e86\u89e3 2026 \u5e74 7 \u6708 30 \u65e5 GLM Coding Plan \u5957\u9910\u6539\u7248\u3001\u5df2\u8ba2\u9605\u7528\u6237\u6743\u76ca\u4fdd\u969c\u53ca\u540e\u7eed\u8ba2\u9605\u5b89\u6392\u3002</p>\n</blockquote>\n<blockquote>\n<p>\u516c\u544a\u53d1\u5e03\u65f6\u95f4\uff1a2026 \u5e74 7 \u6708 30 \u65e5<br/>\n\u672c\u6587\u63d0\u53ca\u7684\u6240\u6709\u65e5\u671f\u548c\u65f6\u95f4\u5747\u4ee5\u5317\u4eac\u65f6\u95f4\uff08 UTC+8 \uff09\u4e3a\u51c6</p>\n</blockquote>\n<p>\u4e3a\u63d0\u5347\u989d\u5ea6\u8ba1\u7b97\u7684\u900f\u660e\u5ea6\u548c\u53ef\u9884\u671f\u6027\uff0cGLM Coding Plan \u5957\u9910\u7115\u65b0\u4e0a\u7ebf\uff0c\u65b0\u7248\u5957\u9910\u91c7\u7528\u4ee5 Token \u6d88\u8017\u4e3a\u57fa\u7840\u7684\u79ef\u5206\u5236\u3002\u65b0\u7248\u5957\u9910\u7684\u5177\u4f53\u6863\u4f4d\u3001\u4ef7\u683c\u3001\u79ef\u5206\u989d\u5ea6\u53ca\u62b5\u6263\u89c4\u5219\uff0c\u8bf7\u4ee5<a href=\"https://www.bigmodel.cn/glm-coding\" rel=\"nofollow\">\u5957\u9910\u8ba2\u9605\u9875</a>\u53ca\u7528\u91cf\u8bf4\u660e\uff08<a href=\"https://docs.bigmodel.cn/cn/coding-plan/overview#%E7%94%A8%E9%87%8F%E8%AF%B4%E6%98%8E\" rel=\"nofollow\">\u4e2a\u4eba\u7248</a>\u3001<a href=\"https://docs.bigmodel.cn/cn/coding-plan/team#%E7%94%A8%E9%87%8F%E9%A2%9D%E5%BA%A6\" rel=\"nofollow\">\u56e2\u961f\u7248</a>\uff09\u4e3a\u51c6\u3002</p>\n&lt;Tip&gt;\n  **\u8981\u70b9\u6982\u89c8**\n<ul>\n<li><strong>\u6240\u6709\u7684\u8001\u7528\u6237\u6743\u76ca\u5b8c\u5168\u4e0d\u53d7\u5f71\u54cd\uff1b\u540c\u65f6\uff0c\u5468\u672b\u5168\u5929\u5c06\u6309\u975e\u9ad8\u5cf0\u65f6\u6bb5\u62b5\u6263\u989d\u5ea6</strong></li>\n<li><strong>V1 \u8001\u7528\u6237\u5230\u671f\u524d\uff0c\u53ef\u6309\u672c\u6b21\u8c03\u6574\u524d\u7684 V2 \u7248\u672c\u4ef7\u683c\u8d2d\u4e70\u53ca\u957f\u671f\u4f7f\u7528</strong></li>\n<li>\u5386\u53f2\u7248\u672c\u5957\u9910\u4e0e\u65b0\u7248\u5957\u9910\u4ec5\u989d\u5ea6\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u540c\uff0c\u5176\u4ed6\u6743\u76ca\u5982\u652f\u6301\u7684\u6a21\u578b\u5c06\u4fdd\u6301\u4e00\u81f4\n&lt;/Tip&gt;</li>\n</ul>\n<h2>\u4e00\u3001\u5982\u4f55\u5224\u65ad\u60a8\u6b63\u5728\u4f7f\u7528\u54ea\u79cd\u5957\u9910</h2>\n<p>\u53ef\u767b\u5f55<a href=\"https://bigmodel.cn/coding-plan/personal/overview\" rel=\"nofollow\">\u4e2a\u4eba\u63a7\u5236\u53f0</a>\u67e5\u770b\u5f53\u524d\u5957\u9910\u7c7b\u578b\uff0c\u4ee5\u5bf9\u5e94\u672c\u6587\u4e2d\u7684\u540e\u7eed\u5f71\u54cd\u3002</p>\n<table>\n<thead>\n<tr>\n<th>\u5957\u9910\u7c7b\u578b</th>\n<th>\u8bc6\u522b\u65b9\u5f0f</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>V1 \u7248\u4e2a\u4eba\u5957\u9910</td>\n<td><a href=\"https://bigmodel.cn/coding-plan/personal/overview\" rel=\"nofollow\">\u5957\u9910\u6982\u89c8</a> \u9875\u9762\u663e\u793a\"\u5386\u53f2\u7248\u672c V1\"</td>\n</tr>\n<tr>\n<td>V2 \u7248\u4e2a\u4eba\u5957\u9910</td>\n<td><a href=\"https://bigmodel.cn/coding-plan/personal/overview\" rel=\"nofollow\">\u5957\u9910\u6982\u89c8</a> \u9875\u9762\u663e\u793a\"\u5386\u53f2\u7248\u672c V2\"</td>\n</tr>\n<tr>\n<td>\u56e2\u961f\u5957\u9910</td>\n<td><a href=\"https://bigmodel.cn/coding-plan/team/my-plan\" rel=\"nofollow\">\u6211\u7684\u5957\u9910</a> \u9875\u9762\u663e\u793a\"\u56e2\u961f\u5957\u9910\"</td>\n</tr>\n<tr>\n<td>\u5f53\u524d\u65e0\u751f\u6548\u5957\u9910</td>\n<td>\u5957\u9910\u5df2\u5230\u671f\u6216\u5c1a\u672a\u8ba2\u9605</td>\n</tr>\n</tbody></table><h2>\u4e8c\u3001\u4e0d\u540c\u7528\u6237\u5c06\u53d7\u5230\u4ec0\u4e48\u5f71\u54cd</h2>\n<h3>1. \u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528 V1 \u7248\u4e2a\u4eba\u5957\u9910</h3>\n<ul>\n<li>\u5f53\u524d\u5df2\u751f\u6548\u5957\u9910\u7684\u4ef7\u683c\u3001\u6743\u76ca\u3001\u989d\u5ea6\u53ca\u8ba1\u7b97\u65b9\u5f0f\u5747\u4e0d\u53d7\u5f71\u54cd\uff0c\u53ef\u6b63\u5e38\u4f7f\u7528\u81f3\u5f53\u524d\u5957\u9910\u5468\u671f\u7ed3\u675f\u3002</li>\n<li>\u60a8\u7684 V1 \u5957\u9910\u5230\u671f\u524d\uff0c\u60a8\u53ef\u6309 V2 \u7684\u4ef7\u683c\uff08\u5982\u4e0b\u8868\uff09\u8ba2\u9605\uff08\u542b\u7eed\u8ba2\u3001\u5347\u7ea7\uff09 V2 \u5957\u9910.</li>\n</ul>\n&lt;Note&gt;\n  \u6b64\u529f\u80fd\u6b63\u5728\u5f00\u53d1\u4e2d\uff0c\u9884\u8ba1 8 \u6708\u4e2d\u65ec\u53ef\u4e0a\u7ebf\uff0c\u5c4a\u65f6\u60a8\u53ef\u5728[\u5957\u9910\u6982\u89c8]( <a href=\"https://bigmodel.cn/coding-plan/personal/overview)\u83b7\u5f97\" rel=\"nofollow\">https://bigmodel.cn/coding-plan/personal/overview)\u83b7\u5f97</a> V2 \u5957\u9910\u8ba2\u9605\u5165\u53e3\u3002\n&lt;/Note&gt;\n<table>\n<thead>\n<tr>\n<th>\u4e2a\u4eba\u5957\u9910</th>\n<th>\u5305\u6708</th>\n<th>\u5305\u5b63 9 \u6298</th>\n<th>\u5305\u5e74 8 \u6298</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Lite</td>\n<td>49</td>\n<td>44.1</td>\n<td>39.2</td>\n</tr>\n<tr>\n<td>Pro</td>\n<td>149</td>\n<td>134.1</td>\n<td>119.2</td>\n</tr>\n<tr>\n<td>Max</td>\n<td>469</td>\n<td>422.1</td>\n<td>375.2</td>\n</tr>\n</tbody></table><ul>\n<li>\u82e5\u60a8\u7b26\u5408<a href=\"/cn/coding-plan/transition\" rel=\"nofollow\">\u300a\u8001\u5957\u9910\u8fc1\u79fb\u4e0e\u8865\u507f\u8bf4\u660e\u300b</a>\u4e2d\u7684\u76f8\u5173\u6761\u4ef6\uff0c\u5df2\u83b7\u5f97\u7684\u8fc1\u79fb\u6298\u6263\u4ecd\u5c06\u5728\u539f\u6709\u6548\u671f\u5185\u751f\u6548\uff0c\u5e76\u53ef\u7528\u4e8e\u8ba2\u9605 V2 \u7248\u5957\u9910\u3002</li>\n</ul>\n<h3>2. \u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528 V2 \u7248\u4e2a\u4eba\u5957\u9910</h3>\n<ul>\n<li>\u5f53\u524d\u5957\u9910\u7684\u4ef7\u683c\u3001\u6743\u76ca\u3001\u989d\u5ea6\u53ca\u8ba1\u7b97\u65b9\u5f0f\u5747\u4e0d\u53d7\u5f71\u54cd\uff0c\u53ef\u6309\u7167\u539f\u5957\u9910\u7ee7\u7eed\u4f7f\u7528\u3001\u7eed\u8ba2\u548c\u5347\u6863\u3002</li>\n</ul>\n<h3>3. \u5982\u679c\u60a8\u6b63\u5728\u4f7f\u7528\u56e2\u961f\u5957\u9910</h3>\n<ul>\n<li>\u5f53\u524d\u5957\u9910\u7684\u4ef7\u683c\u3001\u6743\u76ca\u3001\u989d\u5ea6\u53ca\u8ba1\u7b97\u65b9\u5f0f\u5747\u4e0d\u53d7\u5f71\u54cd\uff0c\u53ef\u6309\u7167\u539f\u5957\u9910\u7ee7\u7eed\u4f7f\u7528\u3001\u7eed\u8ba2\u548c\u5347\u6863\u3002</li>\n<li>\u5f53\u524d\u5957\u9910\u5230\u671f\u524d\uff0c\u7cfb\u7edf\u4e0d\u4f1a\u5f00\u653e\u5207\u6362\u65b0\u7248\u79ef\u5206\u5957\u9910\uff1b\u5230\u671f\u540e\uff0c\u60a8\u53ef\u4ee5\u8ba2\u9605\u65b0\u7248\u7ebf\u4e0a\u5728\u552e\u5957\u9910\u3002</li>\n</ul>\n<h3>4. \u5982\u679c\u60a8\u5f53\u524d\u6ca1\u6709\u751f\u6548\u5957\u9910\uff0c\u6216\u51c6\u5907\u9996\u6b21\u8ba2\u9605</h3>\n<p>\u81ea 2026 \u5e74 7 \u6708 30 \u65e5\u65b0\u7248\u5957\u9910\u4e0a\u7ebf\u540e\uff0c\u5f53\u524d\u6ca1\u6709\u751f\u6548\u5957\u9910\u7684\u7528\u6237\u548c\u9996\u6b21\u8ba2\u9605\u7528\u6237\uff0c\u53ef\u4ee5\u76f4\u63a5\u9009\u62e9\u65b0\u7248\u79ef\u5206\u5957\u9910\u3002\u5177\u4f53\u4ef7\u683c\u3001\u79ef\u5206\u989d\u5ea6\u53ca\u9002\u7528\u89c4\u5219\u4ee5\u8ba2\u9605\u9875\u9762\u5c55\u793a\u4e3a\u51c6</p>\n<h2>\u4e09\u3001\u5df2\u505c\u552e\u5957\u9910\u7528\u91cf\u8bf4\u660e\u5907\u67e5</h2>\n<h3>\u4e2a\u4eba\u5957\u9910\uff08 V2 \u7248\uff09</h3>\n<p>\u4e3a\u4e86\u7ba1\u7406\u8d44\u6e90\u5e76\u786e\u4fdd\u6240\u6709\u7528\u6237\u7684\u516c\u5e73\u8bbf\u95ee\uff0c\u6211\u4eec\u8fdb\u884c\u6bcf 5 \u5c0f\u65f6\u7684\u9650\u989d\u548c\u6bcf\u5468\u4f7f\u7528\u989d\u5ea6\u9650\u5236\uff0c\u60a8\u53ef\u4ee5\u5728 <a href=\"https://www.bigmodel.cn/coding-plan/personal/usage\" rel=\"nofollow\">\u7528\u91cf\u7edf\u8ba1</a> \u4e2d\u67e5\u770b\u60a8\u7684\u989d\u5ea6\u6d88\u8017\u8fdb\u5c55\u3002\u4e00\u6b21 prompt \u6307\u4e00\u6b21\u63d0\u95ee\uff0c\u6bcf\u6b21 prompt \u9884\u8ba1\u53ef\u8c03\u7528\u6a21\u578b 15-30 \u6b21\u3002</p>\n<table>\n<thead>\n<tr>\n<th>\u5957\u9910\u7c7b\u578b</th>\n<th>\u6bcf 5 \u5c0f\u65f6\u9650\u989d<br/>\uff08\u52a8\u6001\u5237\u65b0\uff0c\u989d\u5ea6\u5728\u8bf7\u6c42\u6d88\u8017 5 \u5c0f\u65f6\u540e\u5237\u65b0\u91cd\u7f6e\uff09</th>\n<th>\u6bcf\u5468\u9650\u989d<br/>\uff08\u81ea\u4e0b\u5355\u65f6\u5f00\u542f\uff0c\u4ee5 7 \u5929\u4e3a\u4e00\u4e2a\u5468\u671f\u989d\u5ea6\u5237\u65b0\u91cd\u7f6e\uff09</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Lite \u5957\u9910</td>\n<td>\u6700\u591a\u7ea6 80 \u6b21 prompts</td>\n<td>\u6700\u591a\u7ea6 400 \u6b21 prompts</td>\n</tr>\n<tr>\n<td>Pro \u5957\u9910</td>\n<td>\u6700\u591a\u7ea6 400 \u6b21 prompts</td>\n<td>\u6700\u591a\u7ea6 2000 \u6b21 prompts</td>\n</tr>\n<tr>\n<td>Max \u5957\u9910</td>\n<td>\u6700\u591a\u7ea6 1600 \u6b21 prompts</td>\n<td>\u6700\u591a\u7ea6 8000 \u6b21 prompts</td>\n</tr>\n</tbody></table>&lt;Tip&gt;\n  \u4e0a\u8ff0\u6b21\u6570\u4e3a\u9884\u4f30\u503c\uff0c\u5b9e\u9645\u53ef\u7528\u91cf\u4f1a\u56e0\u9879\u76ee\u590d\u6742\u5ea6\u3001\u4ee3\u7801\u5e93\u5927\u5c0f\u4ee5\u53ca\u662f\u5426\u542f\u7528\u81ea\u52a8\u63a5\u53d7\u7b49\u56e0\u7d20\u800c\u6709\u6240\u4e0d\u540c\u3002\n<p><strong>GLM-5.2/GLM-5-Turbo</strong> \u4f5c\u4e3a\u9ad8\u9636\u6a21\u578b\uff0c\u5bf9\u6807 Claude Opus \uff0c\u8c03\u7528\u65f6\u5c06\u6309\u7167 \u201c\u9ad8\u5cf0\u671f 3 \u500d\uff0c\u975e\u9ad8\u5cf0\u671f 1 \u500d\u201d \u7cfb\u6570\u6d88\u8017\u989d\u5ea6\u3002</p>\n<p>\u6ce8\uff1a\u201c\u9ad8\u5cf0\u671f\u201d\u4e3a<strong>\u6bcf\u5468\u4e00\u81f3\u5468\u4e94</strong>\u7684 14:00 \uff5e 18:00 \uff08 UTC+8 \uff09\u3002\n&lt;/Tip&gt;</p>\n<h3>\u56e2\u961f\u5957\u9910</h3>\n<table>\n<thead>\n<tr>\n<th>\u5957\u9910\u7c7b\u578b</th>\n<th>\u6bcf 5 \u5c0f\u65f6\u9650\u989d / \u5e2d\u4f4d<br/>\uff08\u52a8\u6001\u5237\u65b0\uff0c\u989d\u5ea6\u5728\u8bf7\u6c42\u6d88\u8017 5 \u5c0f\u65f6\u540e\u5237\u65b0\u91cd\u7f6e\uff09</th>\n<th>\u6bcf\u5468\u9650\u989d / \u5e2d\u4f4d<br/>\uff08\u81ea\u4e0b\u5355\u65f6\u5f00\u542f\uff0c\u4ee5 7 \u5929\u4e3a\u4e00\u4e2a\u5468\u671f\u989d\u5ea6\u5237\u65b0\u91cd\u7f6e\uff09</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>\u56e2\u961f\u6807\u51c6\u7248</strong></td>\n<td>\u6700\u591a 0.6 \u4ebf tokens</td>\n<td>\u6700\u591a 3 \u4ebf tokens</td>\n</tr>\n<tr>\n<td><strong>\u56e2\u961f\u9ad8\u7ea7\u7248</strong></td>\n<td>\u6700\u591a 1.6 \u4ebf tokens</td>\n<td>\u6700\u591a 8 \u4ebf tokens</td>\n</tr>\n</tbody></table><blockquote>\n<p><strong>\u8bf4\u660e</strong><br/>\n\u201c\u6700\u591a\u201d\u6307\u5728 <strong>1 \u500d\u6d88\u8017\u7cfb\u6570</strong> \u4e0b\uff0c\u53ef\u5b9e\u9645\u6d88\u8017\u7684 Tokens \u603b\u91cf\u3002  </p>\n<p>\u5f53\u524d\u5404\u6a21\u578b\u7684\u989d\u5ea6\u6d88\u8017\u89c4\u5219\u5982\u4e0b\uff1a  </p>\n<ul>\n<li><strong>GLM-4.7</strong>\uff1a\u5168\u5929\u6309 <strong>1 \u500d\u7cfb\u6570</strong> \u6d88\u8017\u989d\u5ea6  </li>\n<li><strong>GLM-5.2 / GLM-5-Turbo</strong> \u4f5c\u4e3a\u9ad8\u9636\u6a21\u578b\uff0c\u8c03\u7528\u65f6\u5c06\u6309\u7167 <strong>\u201c\u9ad8\u5cf0\u671f 3 \u500d\uff0c\u975e\u9ad8\u5cf0\u671f 1 \u500d\u201d</strong> \u7cfb\u6570\u6d88\u8017\u989d\u5ea6\u3002<br/>\n<em>\u6ce8\uff1a\u201c\u9ad8\u5cf0\u671f\u201d\u4e3a\u6bcf\u5468\u4e00\u81f3\u5468\u4e94\u7684 <strong>14:00 \uff5e 18:00 \uff08 UTC+8 \uff09</strong>\u3002</em></li>\n</ul>\n</blockquote>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DosLee", 
        "name": "DosLee", 
        "avatar": "https://cdn.v2ex.com/avatar/596c/fde2/545752_large.png?m=1732243708"
      }, 
      "url": "https://www.v2ex.com/t/1231107", 
      "title": "GG \u5361\u771f\u7684 GG \u540e\u600e\u4e48\u529e", 
      "id": "https://www.v2ex.com/t/1231107", 
      "date_published": "2026-07-30T16:45:47+00:00", 
      "content_html": "<p>\u770b\u4e86\u51e0\u4e2a\u5176\u4ed6\u8bba\u575b\u6709\u8bf4\uff1a\u76ee\u524d\u70ed\u5ea6\u6bd4\u8f83\u9ad8\u7684\u597d\u50cf\u662f CTExcel \u548c VOXI </p>\n<pre><code>GG \u5361\u88ab\u5c01\u7981\u7684\u60c5\u51b5\u4e0b\uff0c\u4e5f\u53ef\u4ee5\u5728\u7f51\u9875\u901a\u8fc7 get a PAC code \u83b7\u53d6 PAC \u7801\uff0c\u4ee5\u5907\u63a5\u4e0b\u6765\u7684\u643a\u53f7\u8f6c\u7f51\n\u6ce8\u518c CTExcel \u8d26\u53f7\u5e76\u8d2d\u4e70\u6700\u4fbf\u5b9c\u7684 \u4e2d\u82f1\u901a\u5957\u9910\u00a34.90/30 \u5929 \u5957\u9910\u4e00\u4e2a\u6708\u5c31\u53ef\u4ee5\u3002\n\u63d0\u5230\u201c\u6fc0\u6d3b\u540e\u8fde\u7eed 30 \u5929\u65e0\u6709\u6548\u4f7f\u7528\u5c06\u88ab\u7ec8\u6b62\u201d\u3002\u8fd9\u53ea\u9488\u5bf9\u65b0\u5361\u6fc0\u6d3b\u540e\u7684\u9996\u6b21\u4f7f\u7528\u8981\u6c42\uff0c\u4e0d\u662f\u6b63\u5e38\u4f7f\u7528\u4e2d\u7684\u65e5\u5e38\u4fdd\u53f7\u89c4\u5219\n\n\u8d2d\u4e70\u53f7\u7801\u540e\u901a\u8fc7 WiFi Calling \u8fdb\u884c\u6fc0\u6d3b\n\u6fc0\u6d3b\u540e\u4f1a\u6709\u90ae\u4ef6\u63d0\u9192\uff0c\u6839\u636e\u7ed9\u51fa\u7684\u8d26\u53f7\u548c\u521d\u59cb\u5bc6\u7801\u8fdb\u884c\u767b\u5f55\n\u767b\u5f55\u5e73\u53f0\u8fdb\u884c \u643a\u53f7\u8f6c\u7f51 \u64cd\u4f5c\n\u534a\u4ef7\u7801 DEAL50OFF \u5df2\u7ecf\u8fc7\u671f\uff0c\u4e0d\u77e5\u9053\u662f\u5426\u8fd8\u6709\u65b0\u7684\u6ca1\u3002\n\n\u4ee5\u4e0a\u53ea\u662f\u6211\u7684\u4e86\u89e3\uff0c\u5982\u679c\u6709\u4e0d\u7b26\u5408\u771f\u5b9e\u60c5\u51b5\u7684\uff0c\u671b\u8865\u5145\u4e00\u4e8c\u3002\n</code></pre>\n<p>VOXI \u662f\u6c83\u8fbe\u4e30\u7684\u5b50\u54c1\u724c\uff0c\u653f\u7b56\u4e0a\u611f\u89c9\u4e4b\u540e\u6ca1\u51c6\u6709\u53d8\u52a8\uff0c\u4e2d\u56fd\u7535\u4fe1\uff08 UK \uff09\u5957\u9910\u6700\u4f4e\u5f97\u4ed8 <code>\u00a34.90</code> \u4e00\u4e2a\u6708\uff0c\u4e4b\u540e\u8bb0\u5f97\u4fdd\u53f7\u5c31\u884c\u3002\u611f\u89c9\u7ed1\u5b9a\u7684\u4e1a\u52a1\u4e0d\u591a\uff0c\u53f7\u7801\u662f\u4e0d\u662f\u53ef\u4ee5\u653e\u5f03\u4e86\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/inza9hi", 
        "name": "inza9hi", 
        "avatar": "https://cdn.v2ex.com/avatar/8dce/49d7/42977_large.png?m=1736353979"
      }, 
      "url": "https://www.v2ex.com/t/1231090", 
      "title": "\u5bb6\u91cc\u4e24\u53f0 \u95f2\u7f6e\u7684 MACBOOK PRO \u53ef\u4ee5\u505a\u70b9\u4ec0\u4e48\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1231090", 
      "date_published": "2026-07-30T14:17:12+00:00", 
      "content_html": "<p>AI \u65f6\u4ee3 \u60f3\u505a\u70b9\u4ec0\u4e48\n\u4f46\u662f\u611f\u89c9\u4e0d\u77e5\u9053\u505a\u70b9\u4ec0\u4e48</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/C5H12O5", 
        "name": "C5H12O5", 
        "avatar": "https://cdn.v2ex.com/avatar/75a9/7657/636986_large.png?m=1781624915"
      }, 
      "url": "https://www.v2ex.com/t/1231077", 
      "title": "GitHub Star History \u662f\u4e0d\u662f\u5df2\u7ecf\u5b8c\u5168\u6ca1\u6cd5\u7528\u4e86", 
      "id": "https://www.v2ex.com/t/1231077", 
      "date_published": "2026-07-30T12:53:30+00:00", 
      "content_html": "<p>\u4e4b\u524d\u5728\u5176\u7f51\u7ad9\u914d\u7f6e\u53ea\u8bfb\u5143\u6570\u636e\u7684 Token \u8fd8\u80fd\u5c55\u793a\u5386\u53f2\u661f\u6807\u7684\uff0c\u4eca\u5929\u5237\u65b0\u4e86\u4e0b\u53d1\u73b0\u4e5f\u5931\u6548\u4e86\uff0c\u770b\u4e86\u4e0b\u6587\u6863\u662f\u8bf4\u8981\u628a\u5185\u5bb9\u5199\u5165\u6743\u9650\u4e5f\u52a0\u4e0a\uff0c\u8fd9\u6211\u53ef\u4e0d\u6562\u653e\u5f00\u54e6</p>\n<p><a href=\"https://www.star-history.com/blog/how-to-use-github-star-history#how-to-add-your-github-access-token\" rel=\"nofollow\">https://www.star-history.com/blog/how-to-use-github-star-history#how-to-add-your-github-access-token</a></p>\n<p>\u662f\u5426\u6709\u5176\u5b83\u66ff\u4ee3\u65b9\u6848\u5462</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/joeeey9303", 
        "name": "joeeey9303", 
        "avatar": "https://cdn.v2ex.com/gravatar/253674978b3dde9394864e1c9d3e1965?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1231064", 
      "title": "\u54ea\u4f4d\u5927\u4f6c\u53ef\u4ee5 vibe \u4e00\u4e2a artifact.cafe \u7684\u5f00\u6e90\u7248\u672c", 
      "id": "https://www.v2ex.com/t/1231064", 
      "date_published": "2026-07-30T11:23:44+00:00", 
      "content_html": "<p><a href=\"https://artifact.cafe/\" rel=\"nofollow\">https://artifact.cafe/</a> \u592a\u597d\u7528\u4e86\uff0c\u611f\u89c9\u4f1a\u53d6\u4ee3 notion \u4f5c\u4e3a\u516c\u53f8\u7684\u6587\u6863\u7ba1\u7406\u5de5\u5177\uff0c\u4f46\u56e0\u4e3a\u6570\u636e\u5b89\u5168\u9700\u8981\u72ec\u7acb\u90e8\u7f72\uff0c\u76ee\u524d\u6ca1\u5f00\u6e90\u7248\u672c\u5f88\u86cb\u75bc</p>\n"
    }
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}