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Blog \u3002\u5176\u4e2d\uff1a</p>\n<ul>\n<li>\u5fae\u4fe1\u516c\u4f17\u53f7\u8349\u7a3f\uff1a\u53d7\u5fae\u4fe1\u5e73\u53f0\u9650\u5236\uff0c\u5f53\u524d\u652f\u6301\u5728\u5b8c\u6210\u516c\u4f17\u53f7\u76f8\u5173\u914d\u7f6e\u540e\uff0c\u5c06\u6587\u7ae0\u5185\u5bb9\u6309\u9884\u6e32\u67d3\u6837\u5f0f\u53d1\u9001\u5230\u5fae\u4fe1\u516c\u4f17\u53f7\u8349\u7a3f\u3002\u53ef\u4ee5\u901a\u8fc7\u516c\u4f17\u53f7\u52a9\u624b\u67e5\u770b\u8349\u7a3f\u540e\u6267\u884c\u53d1\u5e03\uff0c\u4e5f\u6bd4\u8f83\u4fbf\u6377\u3002</li>\n<li>Simple Blog\uff1a\u6211\u5f00\u53d1\u7684\u914d\u5957\u535a\u5ba2\u7f51\u9875\uff0c\u5177\u4f53\u4f7f\u7528\u89c1 GitHub \u4ed3\u5e93\u3002\u90e8\u7f72\u5230 Vercel \u540e\u5373\u53ef\u6267\u884c\u535a\u5ba2\u7684\u5728\u7ebf\u53d1\u5e03\uff0c\u6211\u5f53\u524d\u7684\u535a\u5ba2\u5c31\u662f\u57fa\u4e8e\u8fd9\u4e2a\u6a21\u5f0f\u8fd0\u884c\u7684\u3002</li>\n</ul>\n<p><img alt=\"\u4e00\u952e\u53d1\u5e03|400\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787151343910.png\"/></p>\n<h3>\u56fe\u7247\u5206\u4eab</h3>\n<p>\u652f\u6301\u4e00\u952e\u5c06\u6587\u7ae0\u5185\u5bb9\u751f\u6210\u5206\u4eab\u957f\u56fe\uff0c\u9002\u5408\u793e\u4ea4\u5a92\u4f53\u5206\u4eab\u3002</p>\n<p><img alt=\"Share|400\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787581997392.png\"/></p>\n<h3>\u5c0f\u77e5\u52a9\u624b</h3>\n<p>\u5185\u7f6e\u8bed\u4e49\u68c0\u7d22\u672c\u4f53\u5c0f\u6a21\u578b\uff0c\u652f\u6301\u5168\u5c40\u5185\u5bb9\u8bed\u4e49\u68c0\u7d22\uff0c\u4e5f\u652f\u6301\u914d\u7f6e\u5728\u7ebf MaaS API \u8fdb\u884c\u667a\u80fd\u95ee\u7b54\u3002</p>\n<p><img alt=\"xiaozhi|400\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787669944524.png\"/></p>\n<h3>Excalidraw \u753b\u677f</h3>\n<p>Excalidraw \u662f\u6211\u65e5\u5e38\u5de5\u4f5c\u91cc\u4f7f\u7528\u9891\u7387\u76f8\u5f53\u9ad8\u7684\u5f00\u6e90\u753b\u56fe\u5de5\u5177\uff0c\u56e0\u6b64\u5728\u6b63\u5f0f\u7248\u672c\u91cc\u4e5f\u505a\u4e86\u96c6\u6210\uff0c\u65b0\u5efa\u753b\u677f\u5373\u53ef\u4f7f\u7528\u3002</p>\n<p><img alt=\"excalidraw|500\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787152633377.png\"/></p>\n<h3>Markdown \u4fbf\u6377\u7f16\u8f91</h3>\n<p>\u8f93\u5165 <code>/</code> \u53ef\u89e6\u53d1\u4fbf\u6377\u8f93\u5165\uff0c\u652f\u6301\u63d2\u5165\u8868\u683c\u3001\u63d0\u793a\u6587\u672c\u3001\u4ee3\u7801\u5757\u3001Mermaid \u56fe\u8868\u548c\u5f85\u529e\u4e8b\u9879\uff0c\u5bf9 Markdown \u65b0\u624b\u6bd4\u8f83\u53cb\u597d\u3002\n<img alt=\"easy_editor|300\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1787669306323.png\"/></p>\n<h3>\u4e30\u5bcc\u8bbe\u7f6e</h3>\n<p>\u9ed8\u8ba4\u914d\u7f6e\u5f00\u7bb1\u5373\u7528\u7684\u540c\u65f6\u652f\u6301\u8d85\u591a\u7f16\u8f91\u914d\u7f6e\uff0c\u8fd9\u91cc\u5c31\u4e0d\u4e00\u4e00\u4ecb\u7ecd\u4e86\u3002\n<img alt=\"\u58a8\u77e5\u6b63\u5f0f\u7248-1788792594393|500\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1788792594393-e77a5d76.png\"/></p>\n<h2>\u5b89\u88c5\u65b9\u5f0f</h2>\n<h3>\u9996\u6b21\u5b89\u88c5</h3>\n<pre><code class=\"language-shell\">curl -fsSL https://raw.githubusercontent.com/Yunz93/Mozi/main/scripts/install-macos.sh | bash\n</code></pre>\n<h3>\u5e94\u7528\u66f4\u65b0</h3>\n<p><img alt=\"\u58a8\u77e5\u6b63\u5f0f\u7248-1788792763695|500\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/Yunz93/PicRepo/main/images/%E5%A2%A8%E7%9F%A5%E6%AD%A3%E5%BC%8F%E7%89%88-1788792763695-9a5732ad.png\"/></p>\n<p>\u9879\u76ee\u5730\u5740\uff1a<a href=\"https://github.com/Yunz93/Mozi\" rel=\"nofollow\">GitHub Repo</a>\uff0c\u6b22\u8fce Star/Fork \uff0c\u66f4\u591a\u529f\u80fd\u7b49\u4f60\u63a2\u7d22\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xohozu", 
        "name": "xohozu", 
        "avatar": "https://cdn.v2ex.com/avatar/9065/5739/64765_large.png?m=1752218641"
      }, 
      "url": "https://www.v2ex.com/t/1240526", 
      "title": "[\u5f00\u6e90] PixelBridge\uff1a\u7528\u95f2\u7f6e\u7684\u521d\u4ee3 Pixel\uff0c\u7ed9 iCloud \u7167\u7247\u591a\u505a\u4e00\u4efd\u5907\u4efd", 
      "id": "https://www.v2ex.com/t/1240526", 
      "date_published": "2026-09-08T15:32:38+00:00", 
      "content_html": "<p>\u95f2\u7f6e\u7684\u521d\u4ee3 Pixel \uff0c\u7ec8\u4e8e\u6709\u7528\u4e86\u3002</p>\n<p>\u6211\u505a\u4e86 PixelBridge \uff0c\u4e00\u4e2a\u5f00\u6e90\u7684 macOS \u539f\u751f\u5e94\u7528\uff1a</p>\n<p>Apple \u7167\u7247 \u2192 Mac \u2192 Pixel \u2192 Google Photos</p>\n<p>\u652f\u6301\u52a8\u56fe\u548c\u81ea\u52a8\u589e\u91cf\u4f20\u8f93\uff0c\u7ed9\u73cd\u8d35\u7684\u56de\u5fc6\u591a\u7559\u4e00\u4efd\u5907\u4efd\u3002</p>\n<p>\u9996\u4e2a Beta \u5df2\u5f00\u653e\uff1a\n<a href=\"https://pixelbridge-app.vercel.app\" rel=\"nofollow\">https://pixelbridge-app.vercel.app</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yuez", 
        "name": "yuez", 
        "avatar": "https://cdn.v2ex.com/avatar/c8ba/f492/191371_large.png?m=1785828235"
      }, 
      "url": "https://www.v2ex.com/t/1240516", 
      "title": "\u6298\u817e\u4e86\u597d\u4e00\u6bb5\u65f6\u95f4\uff0c\u5347\u7ea7\u4e86 pi2.nvim \u63d2\u4ef6\uff0c\u4e3a\u4ec0\u4e48\u6211\u53c8\u9020\u4e86\u4e2a subagents \u7684\u8f6e\u5b50", 
      "id": "https://www.v2ex.com/t/1240516", 
      "date_published": "2026-09-08T14:30:50+00:00", 
      "content_html": "<p><img alt=\"\u9884\u89c8\u56fe\u7247\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.jsdelivr.net/gh/zgs225/pi2.nvim@main/assets/subagents-demo.png\"/>\n\u5148\u4ea4\u4ee3\u80cc\u666f,\u514d\u5f97\u8bef\u4f1a:pi2.nvim \u662f <a href=\"https://pi.dev\" rel=\"nofollow\">pi</a> \u8fd9\u4e2a coding agent \u7684 Neovim \u524d\u7aef(\u5728 alex35mil/pi.nvim \u57fa\u7840\u4e0a\u6539\u7684),\u4e0d\u662f\u65b0\u9020 agent \u3002\u6700\u8fd1\u628a<strong>\u5b50\u4f1a\u8bdd</strong>\u529f\u80fd\u505a\u5b8c\u4e86,v1.5.0 \u521a\u53d1,\u6765\u804a\u804a\u4e3a\u4ec0\u4e48\u6211\u89c9\u5f97\u5b83\u8ddf\u73b0\u6709\u7684\u4e0d\u4e00\u6837\u3002</p>\n<p>\u5148\u8bf4\u75db\u70b9\u3002\u60f3\u5728 Neovim \u91cc\"\u5e76\u884c\u7528\u591a\u4e2a agent\",\u73b0\u6709\u65b9\u6848\u57fa\u672c\u4e09\u9009\u4e00,\u90fd\u5f88\u522b\u626d:</p>\n<ul>\n<li>\u4e00\u4e2a tab \u4e00\u4e2a\u5bf9\u8bdd \u2192 \u5e76\u884c = \u81ea\u5df1\u5f00\u4e00\u5806 tab \u624b\u52a8\u5f53\u8c03\u5ea6\u5458,\u6765\u56de\u590d\u5236\u4e0a\u4e0b\u6587\u3001\u76ef\u7ed3\u679c;</li>\n<li>\u7528\u6846\u67b6\u5185\u7f6e\u7684 sub-agent \u2192 \u65e0\u5934\u4e00\u6b21\u6027\u5de5\u8702,\u8fc7\u7a0b\u9ed1\u76d2\u770b\u4e0d\u89c1,\u8dd1\u5b8c\u5c31\u6ca1\u4e86,\u60f3\"\u63a5\u7740\u4e0a\u6b21\u90a3\u4e2a\u5b50\u4efb\u52a1\u7684\u8fdb\u5ea6\u7ee7\u7eed\"\u57fa\u672c\u6ca1\u95e8;</li>\n<li>\u8981\u63d0\u524d\u914d\u597d\u4e00\u5806 subagent \u6a21\u677f/\u89d2\u8272\u624d\u80fd\u5f00\u5de5 \u2192 \u6d3b\u8fd8\u6ca1\u5e72\u5148\u4ea4\u914d\u7f6e\u7a0e\u3002</li>\n</ul>\n<p>\u6240\u4ee5\u6211\u7684\u601d\u8def\u5f88\u7b80\u5355:\u9700\u8981\u7684\u65f6\u5019\u73b0\u9020,\u7528\u5b8c\u4e0d\u6254,\u60f3\u770b\u80fd\u770b,\u60f3\u7ba1\u80fd\u7ba1\u3002\u56db\u4e2a\u7279\u70b9:</p>\n<p><strong>1. \u73b0\u7528\u73b0\u9020,\u96f6\u9884\u914d\u7f6e\u3002</strong> \u8981\u7b2c\u4e8c\u4e2a\u3001\u7b2c\u4e09\u4e2a agent \u4e86?\u4e00\u53e5\u8bdd\u5f53\u573a\u521b\u5efa,\u6bcf\u4e2a\u5b69\u5b50\u72ec\u7acb\u8fdb\u7a0b\u3001\u72ec\u7acb session \u3001\u72ec\u7acb\u7684\u6a21\u578b\u548c\u601d\u8003\u6863\u4f4d\u3002\u6ca1\u6709\"\u5148\u6ce8\u518c\u4e00\u5806\u6a21\u677f\u624d\u80fd\u7528\"\u7684\u95e8\u69db\u3002</p>\n<p><strong>2. \u7528\u5b8c\u4e0d\u6254,\u53ef\u590d\u7528\u3002</strong> \u5b50\u4f1a\u8bdd\u5e72\u5b8c\u662f<strong>\u4f11\u7720(dormant),\u4e0d\u662f\u5220\u9664</strong>\u3002\u4e0b\u6b21\u518d\u8981\u5b83\u5e72\u6d3b,\u76f4\u63a5\u5bf9\u540c\u4e00\u4e2a\u5b69\u5b50\u53d1\u6d88\u606f,\u5bbf\u4e3b\u81ea\u52a8\u62c9\u8d77\u8fdb\u7a0b,\u5386\u53f2\u3001\u4e0a\u4e0b\u6587\u5168\u5728,\u63a5\u7740\u4e0a\u6b21\u7684\u8fdb\u5ea6\u5e72\u3002\u7236\u5b50\u8840\u7f18\u5199\u8fdb manifest,\u4f60 /new \u3001\u91cd\u542f Neovim \u3001resume \u90fd\u6253\u4e0d\u6563\u2014\u2014\u4e0d\u4f1a\"\u91cd\u542f\u4e00\u4e0b\u516d\u4eb2\u4e0d\u8ba4\"\u3002</p>\n<p><strong>3. \u968f\u65f6\u56f4\u89c2,\u4e5f\u80fd\u63d2\u5634\u3002</strong> \u60f3\u770b\u770b\u67d0\u4e2a\u5b69\u5b50\u5e72\u5f97\u600e\u4e48\u6837,\u4e0d\u7528\u5207 tab:\u6309\u4e00\u4e0b\u5f00\u4e2a\u53ea\u8bfb\u6d6e\u7a97,\u5b83\u6b63\u5728\u60f3\u4ec0\u4e48\u3001\u5728\u8c03\u4ec0\u4e48\u5de5\u5177,\u5b9e\u65f6\u6d41\u5f0f\u653e\u7ed9\u4f60\u770b,\u5e95\u90e8\u8fd8\u6807\u7740 context \u7528\u91cf\u3001\u6a21\u578b\u3001\u601d\u8003\u6863\u4f4d\u3002\u89c9\u5f97\u8dd1\u504f\u4e86,\u76f4\u63a5\u5207\u8fdb\u53bb\u63a5\u7ba1\u5bf9\u8bdd\u7ea0\u6b63\u4e24\u53e5,\u518d\u56de\u7236\u4f1a\u8bdd,\u4e92\u4e0d\u6253\u65ad\u3002</p>\n<p><strong>4. \u5927\u591a\u6570\u65f6\u5019\u6839\u672c\u4e0d\u7528\u4f60\u7ba1\u3002</strong> \u7236 agent \u88ab\u6ce8\u5165\u4e86\u8c03\u5ea6\u7eaa\u5f8b:\u5148\u67e5\u6709\u6ca1\u6709\u80fd\u590d\u7528\u7684\u65e7\u5b69\u5b50\u3001\u80fd\u590d\u7528\u5c31\u4e0d\u65b0\u5efa\u3001\u8981\u5e76\u884c\u5c31\u4e00\u6279\u6d3e\u51fa\u53bb\u3001\u6309 batch_id \u7edf\u4e00\u6536\u7ed3\u679c\u3002\u6240\u4ee5\u65e5\u5e38\u662f <strong>agent \u81ea\u5df1\u5728\u5f53\u8c03\u5ea6\u5458</strong>,\u4e0a\u9762\u90a3\u4e9b\u624b\u52a8\u64cd\u4f5c\u53ea\u662f\u515c\u5e95,\u4e0d\u662f\u4e3b\u6d41\u7a0b\u3002</p>\n<p>\u73af\u5883\u8981\u6c42:Neovim 0.10+\u3001pi \u2265 0.65.2 \u3002\u6548\u679c\u56fe:</p>\n<p><img alt=\"subagents\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.jsdelivr.net/gh/zgs225/pi2.nvim@main/assets/subagents-demo.png\"/></p>\n<p>\u4ed3\u5e93:<a href=\"https://github.com/zgs225/pi2.nvim\" rel=\"nofollow\">github.com/zgs225/pi2.nvim</a>,\u8be6\u7ec6\u8bbe\u8ba1\u5728 <code>doc/<a href=\"http://sessions.md\" rel=\"nofollow\">sessions.md</a></code>\u3002\u6b22\u8fce\u62cd\u7816\u4ea4\u6d41\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/user100saysth", 
        "name": "user100saysth", 
        "avatar": "https://cdn.v2ex.com/avatar/32df/f5d2/579649_large.png?m=1746683807"
      }, 
      "url": "https://www.v2ex.com/t/1240514", 
      "title": "\u7231\u5947\u827a\u4f53\u80b2\u5403\u50cf\u592a\u96be\u770b\u4e86", 
      "id": "https://www.v2ex.com/t/1240514", 
      "date_published": "2026-09-08T14:14:42+00:00", 
      "content_html": "<p>\u8d81\u6700\u8fd1\u6d3b\u52a8\u5f00\u901a\u4e86 26-27 \u8d5b\u5b63\u6b27\u51a0\u8d5b\u4e8b\u901a\uff0c\u5c45\u7136\u770b\u4e0d\u4e86\u4e4b\u524d\u7684\u6b27\u51a0\u8d5b\u4e8b\u56de\u653e\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zwplayer", 
        "name": "zwplayer", 
        "avatar": "https://cdn.v2ex.com/gravatar/4a2a9eac27b18f27f4e16c0cf9244f43?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240503", 
      "title": "[\u5206\u4eab] ZWPlayer \u66f4\u65b0 v3.3.2\uff0c\u52a0\u4e86\u8d34\u7247\u5e7f\u544a\u3001\u97f3\u4e50\u6a21\u5f0f\u3001\u8de8\u89c6\u9891\u5b57\u5e55\u641c\u7d22\uff0c\u754c\u9762\u4e5f\u7ffb\u65b0\u4e86\u4e00\u7248", 
      "id": "https://www.v2ex.com/t/1240503", 
      "date_published": "2026-09-08T13:05:59+00:00", 
      "content_html": "<p>\u4e4b\u524d\u5728 V2EX \u5206\u4eab\u8fc7 v3.3.0 \u548c v3.3.1 \u7684\u66f4\u65b0\uff0c\u6536\u5230\u4e0d\u5c11\u53cd\u9988\uff0c\u611f\u8c22\u5404\u4f4d\u3002v3.3.2 \u6298\u817e\u4e86\u4e00\u9635\u5b50\u624d\u53d1\u51fa\u6765\uff0c\u8fd9\u6b21\u66f4\u65b0\u91cf\u6bd4\u8f83\u5927\uff0c\u6765\u540c\u6b65\u4e00\u4e0b\u3002</p>\n<p>\u8001\u89c4\u77e9\u5148\u4ecb\u7ecd\u4e0b\uff1aZWPlayer \u662f\u4e00\u4e2a\u514d\u8d39\u7684\u7f51\u9875\u89c6\u9891\u64ad\u653e\u5668\uff0c\u7eaf\u524d\u7aef\uff0c\u5355\u4e2a JS \u6587\u4ef6\u5f15\u5165\u5c31\u80fd\u7528\uff0c\u652f\u6301 HLS / DASH / FLV / WebRTC / RTSP \uff0c\u4e0d\u4f9d\u8d56 CDN \uff0c\u5185\u7f51\u4e5f\u80fd\u8dd1\u3002\u524d\u4e24\u4e2a\u7248\u672c\u505a\u4e86\u4ea4\u4e92\u6807\u6ce8\u3001\u9632\u5f55\u5c4f\u6c34\u5370\u3001\u64ad\u653e\u5217\u8868\u3001VR \u5168\u666f\u3001\u591a\u97f3\u8f68\u8fd9\u4e9b\u3002</p>\n<hr/>\n<h2>1. \u8d34\u7247\u5e7f\u544a</h2>\n<p>\u53ef\u4ee5\u5728\u6b63\u7247\u64ad\u653e\u524d\u540e\u63d2\u81ea\u5df1\u7684\u5ba3\u4f20\u7247\uff08 pre-roll / post-roll \uff09\uff1a</p>\n<ul>\n<li>\u4e09\u79cd\u8df3\u8fc7\u7b56\u7565\u53ef\u914d\uff1a\u5f3a\u5236\u770b\u5b8c\u3001\u7acb\u5373\u53ef\u8df3\u3001N \u79d2\u5012\u8ba1\u65f6\u540e\u53ef\u8df3</li>\n<li>\u652f\u6301\u70b9\u51fb\u8df3\u8f6c\u843d\u5730\u9875</li>\n<li>\u5faa\u73af\u64ad\u653e\u6b63\u7247\u65f6\u5e7f\u544a\u53ea\u63d2\u4e00\u6b21\uff0c\u4e0d\u4f1a\u53cd\u590d\u6253\u6270</li>\n</ul>\n<p>\u81ea\u6709\u9891\u9053\u3001\u4f01\u4e1a\u5185\u8bad\u5e73\u53f0\u3001\u77e5\u8bc6\u4ed8\u8d39\u7ad9\u70b9\uff0c\u4e0d\u63a5\u7b2c\u4e09\u65b9\u5e7f\u544a\u7cfb\u7edf\u4e5f\u80fd\u628a\u300c\u5185\u5bb9 + \u53d8\u73b0\u300d\u7684\u95ed\u73af\u505a\u4e86\u3002</p>\n<h2>2. \u64ad\u653e\u6a21\u5f0f\uff1a\u4e00\u4e2a\u64ad\u653e\u5668\u56db\u79cd\u5f62\u6001</h2>\n<p>\u65b0\u589e <code>mode</code> \u914d\u7f6e\uff0c\u4e24\u4e2a\u65b0\u5f62\u6001\u6bd4\u8f83\u6709\u610f\u601d\uff1a</p>\n<ul>\n<li><strong>\u9884\u89c8\u6a21\u5f0f</strong>\uff1a\u9f20\u6807\u60ac\u505c\u5361\u7247\u81ea\u52a8\u9759\u97f3\u64ad\u653e\u4e00\u6bb5\u9884\u89c8\uff0c\u4ece\u89c6\u9891\u4e2d\u95f4\u4f4d\u7f6e\u5f00\u59cb\u76f4\u51fb\u7cbe\u534e\uff0c\u79bb\u5f00\u5c31\u6682\u505c\u3002\u505a\u89c6\u9891\u5217\u8868\u3001\u8bfe\u7a0b\u76ee\u5f55\u3001\u63a8\u8350\u5899\u7684\u540c\u5b66\u5e94\u8be5\u90fd\u7528\u5f97\u4e0a\u8fd9\u4e2a\u4ea4\u4e92\u3002</li>\n<li><strong>\u97f3\u4e50\u6a21\u5f0f</strong>\uff1a\u64ad\u7eaf\u97f3\u9891\u65f6\u4e0d\u518d\u662f\u9ed1\u4e4e\u4e4e\u7684\u89c6\u9891\u6846\uff0c\u6709\u65cb\u8f6c\u7684\u9ed1\u80f6\u5c01\u9762\u3001\u9010\u884c\u9ad8\u4eae\u6b4c\u8bcd\uff08\u70b9\u51fb\u4efb\u610f\u884c\u8df3\u8f6c\uff09\u3001\u9891\u8c31\u53ef\u89c6\u5316\uff0c\u624b\u673a\u9501\u5c4f\u4e5f\u80fd\u7528\u7cfb\u7edf\u5a92\u4f53\u952e\u63a7\u5236\u3002</li>\n</ul>\n<p>\u66f4\u7701\u5fc3\u7684\u662f<strong>\u6df7\u5408\u64ad\u653e\u5217\u8868</strong>\uff1a\u4e00\u4efd\u5217\u8868\u91cc\u89c6\u9891\u548c\u97f3\u9891\u6df7\u7740\u653e\uff0c\u64ad\u653e\u5668\u81ea\u52a8\u8bc6\u522b\u5185\u5bb9\u7c7b\u578b\u5207\u6362\u5f62\u6001\u2014\u2014\u64ad\u5230\u97f3\u9891\u51fa\u97f3\u4e50\u9762\u677f\uff0c\u5207\u56de\u89c6\u9891\u8fd8\u539f\uff0c\u4e0d\u7528\u5199\u4e00\u884c\u5224\u65ad\u4ee3\u7801\u3002</p>\n<h2>3. \u8de8\u89c6\u9891\u5b57\u5e55\u641c\u7d22</h2>\n<p>\u5b57\u5e55\u641c\u7d22\u4ece\u300c\u5355\u4e2a\u89c6\u9891\u5185\u641c\u300d\u5347\u7ea7\u6210\u4e86\u8de8\u89c6\u9891\u5168\u6587\u68c0\u7d22\uff1a\u8f93\u5165\u53f0\u8bcd\u5173\u952e\u8bcd\uff0c\u64ad\u653e\u5668\u628a\u5217\u8868\u91cc\u6240\u6709\u89c6\u9891\u7684\u5b57\u5e55\u90fd\u641c\u4e00\u904d\uff0c\u7ed3\u679c\u6309\u89c6\u9891\u5206\u7ec4\uff0c\u6807\u6ce8\u6e05\u695a\u51fa\u81ea\u54ea\u4e00\u96c6\u3001\u7b2c\u51e0\u5206\u7b2c\u51e0\u79d2\uff0c\u70b9\u51fb\u76f4\u63a5\u8df3\u5230\u53f0\u8bcd\u4f4d\u7f6e\u3002</p>\n<p>\u8ffd\u5267\u627e\u53f0\u8bcd\u3001\u8bfe\u7a0b\u627e\u77e5\u8bc6\u70b9\u3001\u4f1a\u8bae\u56de\u653e\u627e\u53d1\u8a00\uff0c\u6bd4\u4e00\u96c6\u96c6\u7ffb\u5feb\u5f97\u591a\u3002\u641c\u5230\u4e4b\u540e\u8fd8\u80fd\u6309\u5b57\u5e55\u6761\u76ee\u5faa\u73af\u64ad\u653e\u3001\u81ea\u5b9a\u4e49 A-B \u6bb5\u53cd\u590d\u542c\u3002</p>\n<h2>4. DASH \u5185\u5d4c\u5b57\u5e55\u9884\u4e0b\u8f7d</h2>\n<p>v3.3.0 \u7684\u65f6\u5019 HLS \u5185\u5d4c\u5b57\u5e55\u53ef\u4ee5\u81ea\u52a8\u9884\u4e0b\u8f7d\u62fc\u6210\u5b8c\u6574\u5b57\u5e55\uff0c\u8fd9\u6b21 DASH \u4e5f\u5bf9\u9f50\u4e86\uff1a\u64ad\u653e DASH \u6d41\u65f6\u5185\u5d4c\u5b57\u5e55\u81ea\u52a8\u8fdb\u64ad\u653e\u5668\u5b57\u5e55\u5217\u8868\uff0c\u641c\u7d22\u3001\u7ffb\u8bd1\u3001\u53cc\u8bed\u5bf9\u7167\u3001\u5bfc\u51fa SRT \u90fd\u80fd\u7528\u3002\u96f6\u914d\u7f6e\uff0c\u64ad\u653e\u5373\u751f\u6548\u3002</p>\n<h2>5. \u754c\u9762\u7ffb\u65b0\u4e86\u4e00\u7248</h2>\n<p>\u8fd9\u4e2a\u7248\u672c\u540e\u534a\u7a0b\u57fa\u672c\u90fd\u5728\u6539\u754c\u9762\uff1a</p>\n<ul>\n<li>\u63a7\u5236\u680f\u73b0\u4ee3\u5316\uff1a\u663e\u9690\u8fc7\u6e21\u66f4\u987a\u6ed1\uff0c\u81ea\u52a8\u9690\u85cf\u66f4\u5feb\uff0c\u6682\u505c\u65f6\u4e0d\u518d\u81ea\u52a8\u85cf\u8d77\u6765</li>\n<li>\u8bbe\u7f6e\u83dc\u5355\u91cd\u6784\u6210\u300c\u9996\u9875 \u2192 \u5b50\u9875\u300d\uff1a\u500d\u901f\u3001\u6e05\u6670\u5ea6\u8fd9\u4e9b\u6536\u7eb3\u8fdb\u9f7f\u8f6e\u83dc\u5355\uff0c\u9996\u9875\u76f4\u63a5\u663e\u793a\u5f53\u524d\u503c\uff1b\u622a\u56fe\u3001\u6295\u5c4f\u3001\u753b\u4e2d\u753b\u5e73\u94fa\u6210\u78c1\u8d34\uff0c\u70b9\u4e86\u5c31\u8d70</li>\n<li>\u684c\u9762\u548c\u79fb\u52a8\u7aef\u98ce\u683c\u7edf\u4e00\u4e86</li>\n</ul>\n<h2>6. \u4e0a\u62c9\u7f29\u7565\u56fe\u6761</h2>\n<p>\u914d\u7f6e\u4e86\u7f29\u7565\u56fe\u7684\u8bdd\uff0c\u6309\u4f4f\u8fdb\u5ea6\u6761\u5f80\u4e0a\u62c9\uff0c\u4f1a\u5c55\u5f00\u4e00\u6574\u884c\u5bbd\u7684\u7f29\u7565\u56fe\u6761\uff0c\u767d\u8272\u51c6\u661f\u5bf9\u9f50\u5f53\u524d\u4f4d\u7f6e\u3002\u53ef\u4ee5\u62d6\u52a8\u9010\u5e27\u6d4f\u89c8\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u70b9\u51fb\u76ee\u6807\u5e27\u8df3\u8f6c\uff1b\u70b9\u9519\u4e86\u53d6\u6d88\uff0c\u56de\u5230\u539f\u8fdb\u5ea6\u7ee7\u7eed\u64ad\u3002\u51e0\u5341\u5206\u949f\u7684\u89c6\u9891\u91cc\u627e\u67d0\u4e2a\u753b\u9762\uff0c\u4e0d\u7528\u6765\u56de\u62d6\u8fdb\u5ea6\u6761\u78b0\u8fd0\u6c14\u4e86\u3002</p>\n<h2>7. \u5176\u4ed6\u66f4\u65b0</h2>\n<ul>\n<li>\u6570\u5b57\u952e 1-9 \u6309\u767e\u5206\u6bd4\u8df3\u8f6c\uff08 1 \u662f 10%\uff0c9 \u662f 90%\uff09\uff0c0 \u4ece\u5934\u91cd\u64ad\uff1b\u97f3\u91cf\u6761\u652f\u6301\u6eda\u8f6e\u8c03\u8282</li>\n<li>\u79fb\u52a8\u7aef\u83dc\u5355\u6539\u6210\u5e95\u90e8\u6ed1\u51fa\u7684\u9762\u677f\uff0c\u884c\u9ad8\u5f00\u5173\u90fd\u52a0\u5927\u4e86\uff1b\u5c0f\u5c4f\u4e0b\u63a7\u5236\u680f\u6b21\u5e38\u7528\u6309\u94ae\u81ea\u52a8\u6298\u53e0\u6536\u7eb3</li>\n<li>\u8fdb\u5ea6\u6761\u7ae0\u8282\u6539\u6210\u5206\u6bb5\u7f1d\u9699\u6837\u5f0f\uff0c\u64ad\u653e\u8fdb\u5ea6\u4e00\u773c\u80fd\u770b\u6e05\uff1b\u9644\u6ce8\u6807\u8bb0\u53ef\u4ee5\u76f4\u63a5\u70b9\u4e86\u8df3\u5230\u5bf9\u5e94\u65f6\u523b</li>\n<li>\u6ca1\u914d\u6d77\u62a5\u7684\u89c6\u9891\u81ea\u52a8\u7528\u9996\u5e27\u5f53\u5c01\u9762\uff1b\u5b57\u5e55\u652f\u6301\u81ea\u7531\u62d6\u4f4d\u7f6e</li>\n</ul>\n<hr/>\n<h2>\u76f8\u5173\u94fe\u63a5</h2>\n<ul>\n<li>\u5b98\u7f51\uff1a <a href=\"https://www.zwplayer.com\" rel=\"nofollow\">https://www.zwplayer.com</a></li>\n<li>\u5728\u7ebf\u8bd5\u73a9\uff1a <a href=\"https://www.zwplayer.com/zh/tools/videoplayer/\" rel=\"nofollow\">https://www.zwplayer.com/zh/tools/videoplayer/</a></li>\n<li>\u4e0b\u8f7d\uff1a <a href=\"https://cdn.zwplayer.com/v3.3.2/zwplayer.zip\" rel=\"nofollow\">https://cdn.zwplayer.com/v3.3.2/zwplayer.zip</a></li>\n<li>GitHub Releases\uff1a <a href=\"https://github.com/chenfanyu/zwplayer-release/releases\" rel=\"nofollow\">https://github.com/chenfanyu/zwplayer-release/releases</a></li>\n<li>Gitee Releases\uff1a <a href=\"https://gitee.com/chenfanyu/zwplayer-release/releases\" rel=\"nofollow\">https://gitee.com/chenfanyu/zwplayer-release/releases</a></li>\n<li>\u66f4\u65b0\u65e5\u5fd7\uff1a <a href=\"https://www.zwplayer.com/zh/pages/company/changelog.html\" rel=\"nofollow\">https://www.zwplayer.com/zh/pages/company/changelog.html</a></li>\n</ul>\n<p>\u5347\u7ea7\u8fd8\u662f\u66ff\u6362 zwplayer.js \u90a3\u4e00\u5957\uff0c\u5411\u540e\u517c\u5bb9\uff0c\u65b0\u529f\u80fd\u9ed8\u8ba4\u4e0d\u542f\u7528\u3002</p>\n<hr/>\n<p>\u6709\u95ee\u9898\u6216\u5efa\u8bae\u6b22\u8fce\u56de\u5e16\uff0c\u4e5f\u53ef\u4ee5\u52a0\u5fae\u4fe1 zwplayerX \u4ea4\u6d41\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jerseyhero", 
        "name": "jerseyhero", 
        "avatar": "https://cdn.v2ex.com/gravatar/b4b3448fdb9c5cc4ea62babbd10b45f6?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240501", 
      "title": "\u81ea\u521b\u4e86\u4e00\u79cd\u65b0\u7684\u51b7\u996e\uff0c\u54c8\u54c8", 
      "id": "https://www.v2ex.com/t/1240501", 
      "date_published": "2026-09-08T12:57:16+00:00", 
      "content_html": "<p>\u4e0b\u73ed\u9a91\u8f66\u56de\u5bb6\uff0c\u7136\u540e\u9700\u8981\u8865\u6c34\u3002\n\u5e73\u65f6\u6211\u90fd\u662f\u4ece\u51b0\u7bb1\u91cc\u53d6\u534a\u676f\u51b7\u51bb\u767d\u5f00\u6c34+\u534a\u676f\u65e0\u7cd6\u82ac\u8fbe/\u53ef\u4e50/\u96ea\u78a7\u3002</p>\n<p>\u4eca\u5929\u6211\u60f3\u7740\u8865\u70b9\u86cb\u767d\u8d28\uff0c\u7136\u540e\u7a81\u53d1\u5947\u60f3\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u7684\u914d\u65b9\u3002\n\u5148\u653e 2 \u6ee1\u52fa\u8131\u8102\u5976\u7c89\uff0c\u7136\u540e\u7528 1/3 \u676f\u51b7\u6c34\u51b2\u6ce1\uff0c\u6405\u62cc\u5f00\uff0c\u6700\u540e\u7528 1/3 \u676f\u65e0\u7cd6\u82ac\u8fbe\u6253\u5e95\uff0c\u5dee\u4e0d\u591a\u5feb\u6ee1\u676f\uff08 400/450ML \uff09\u4e86\u3002\n\u7136\u540e\u996e\u4e86\u4e00\u53e3\uff0c\u5976\u9999+\u7cd6\u9999+\u51b0\u51c9 \u76f4\u63a5\u6c81\u5165\u5fc3\u80ba\uff0c\u771f\u597d\u559d\u554a~\n\u5982\u679c\u559d\u8fc7\u5976\u5564\u7684\u670b\u53cb\u5e94\u8be5\u4f1a\u6709\u4f3c\u66fe\u76f8\u8bc6\u7684\u611f\u89c9\uff0c\u4f46\u662f\u6211\u4e2a\u4eba\u89c9\u5f97\u66f4\u597d\u559d\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/AkiraRaito", 
        "name": "AkiraRaito", 
        "avatar": "https://cdn.v2ex.com/gravatar/a7abfabb5fb6f7723b895e7946dfa1e2?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240498", 
      "title": "\u5e02\u9762\u4e0a\u6ca1\u6709\u597d\u7528\u7684\u5b66\u5fb7\u8bed\u8f6f\u4ef6\uff0c\u4e8e\u662f\u5c31\u81ea\u5df1 vibe \u4e86", 
      "id": "https://www.v2ex.com/t/1240498", 
      "date_published": "2026-09-08T12:44:55+00:00", 
      "content_html": "\u697c\u4e3b\u56e0\u4e3a\u8bfb\u535a\u7684\u7f18\u6545\u6253\u7b97\u5b66\u5b66\u65e5\u5e38\u5fb7\u8bed\u5e94\u4ed8\u5230 b1<br />\u4f46\u662f\u7531\u4e8e\u662f\u4e2a\u5f88\u61d2\u800c\u4e14\u9664\u4e86\u8d2d\u7269\u5e73\u65f6\u6839\u672c\u6ca1\u673a\u4f1a\u7528\u5230\u5fb7\u8bed\uff0c\u9042\u6253\u7b97\u81ea\u5b66<br />\u7136\u540e\u5c31\u6709\u4e86\u6807\u9898<br />\t<br />\u60f3\u8bf4\u7684\u90fd\u5728\u56fe\u91cc\u4e86<br />\u672c\u6765\u5199\u597d\u4e86\u6253\u7b97\u81ea\u5df1\u5077\u7740\u7528<br />\u670b\u53cb\u770b\u4e86\u89c9\u5f97\u597d\u4e1c\u897f\u4e0d\u80fd\u79c1\u85cf\uff0c\u72ec\u4e50\u4e50\u4e0d\u5982\u4f17\u4e50\u4e50<br />\u5982\u679c\u89c9\u5f97\u6709\u610f\u601d\uff0c\u6b22\u8fce\u5404\u4f4d\u4f6c\u53cb star \u5206\u4eab\u548c\u5404\u79cd\u6539\u8fdb\u7684\u610f\u89c1<br /><br /><br /><a target=\"_blank\" href=\"http://hughyau.com/learn_german\" rel=\"nofollow noopener\">http://hughyau.com/learn_german</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/chess99", 
        "name": "chess99", 
        "avatar": "https://cdn.v2ex.com/gravatar/711552760bceeaf903a87f5db909abe0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240489", 
      "title": "\u505a\u4e86\u4e2a NAS Find\uff1a NAS \u81ea\u5df1\u7ef4\u62a4\u7d22\u5f15\uff0c Windows\u3001Mac \u548c\u7f51\u9875\u5171\u7528\u6587\u4ef6\u540d\u641c\u7d22", 
      "id": "https://www.v2ex.com/t/1240489", 
      "date_published": "2026-09-08T12:08:17+00:00", 
      "content_html": "<p>\u6211\u5e73\u65f6\u5f88\u4f9d\u8d56 Everything \uff0c\u4e5f\u60f3\u5728 Ubuntu NAS \u4e0a\u5b9e\u73b0\u201c\u6309\u540d\u5b57\u627e\u5230\u6587\u4ef6\uff0c\u76f4\u63a5\u7528\u7535\u8111\u4e0a\u7684\u5e94\u7528\u6253\u5f00\u201d\uff0c\u4e8e\u662f\u505a\u4e86 NAS Find\uff1a</p>\n<p><a href=\"https://github.com/chess99/nas-find\" rel=\"nofollow\">https://github.com/chess99/nas-find</a></p>\n<p>Everything \u672c\u8eab\u5c31\u80fd<a href=\"https://www.voidtools.com/support/everything/folder_indexing/\" rel=\"nofollow\">\u7d22\u5f15\u7f51\u7edc\u6587\u4ef6\u5939</a>\uff0c\u5728\u4e00\u53f0 Windows \u4e0a\u7528\u5f88\u7701\u4e8b\u3002\u6211\u60f3\u8865\u7684\u662f\uff1a<strong>\u7531 NAS \u7edf\u4e00\u7ef4\u62a4\u7d22\u5f15\uff0cWindows \u3001Mac \u548c\u7f51\u9875\u5171\u7528\uff0c\u5404\u53f0\u7535\u8111\u4e0d\u7528\u5206\u522b\u626b\u63cf\u5171\u4eab\u76ee\u5f55\u5efa\u7acb\u7d22\u5f15\u3002</strong></p>\n<p>\u51e0\u4e2a\u65b9\u6848\u7684\u53d6\u820d\uff1a</p>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u6848</th>\n<th>\u4f18\u70b9</th>\n<th>\u53d6\u820d</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Everything \uff0b\u7f51\u7edc\u6587\u4ef6\u5939</td>\n<td>\u65e0\u9700\u90e8\u7f72 NAS \u670d\u52a1\uff0c\u652f\u6301\u5927\u5c0f\u3001\u65e5\u671f\u7b5b\u9009</td>\n<td>\u4ec5 Windows \uff0c\u5404\u7535\u8111\u5206\u522b\u7ef4\u62a4\u7f51\u7edc\u6587\u4ef6\u5939\u7d22\u5f15</td>\n</tr>\n<tr>\n<td>NAS Find</td>\n<td>Windows \u3001Mac \u548c\u7f51\u9875\u5171\u7528 NAS \u7d22\u5f15</td>\n<td>\u9700\u90e8\u7f72\u670d\u52a1\uff0c\u6682\u4e0d\u652f\u6301\u5927\u5c0f\u3001\u65e5\u671f\u7b5b\u9009</td>\n</tr>\n<tr>\n<td>kodbox</td>\n<td>\u7f16\u8f91\u3001\u5206\u4eab\u3001\u534f\u4f5c\u4e0e\u6587\u4ef6\u7ba1\u7406\u9f50\u5168</td>\n<td>\u8981\u7ef4\u62a4 Web \u670d\u52a1\u4e0e\u6570\u636e\u5e93</td>\n</tr>\n<tr>\n<td>sist2</td>\n<td>\u6b63\u6587\u3001\u5143\u6570\u636e\u641c\u7d22\u4e0e\u7f29\u7565\u56fe</td>\n<td>\u5185\u5bb9\u63d0\u53d6\u4e0e\u7f29\u7565\u56fe\u751f\u6210\u589e\u52a0\u7d22\u5f15\u5904\u7406\u91cf</td>\n</tr>\n</tbody></table><p>\u76ee\u524d\u652f\u6301\u540d\u79f0/\u8def\u5f84\u5339\u914d\u3001\u89c6\u9891/\u97f3\u9891\u7b49\u7c7b\u578b\u7b5b\u9009\u3001\u5168\u9009\u7ed3\u679c\u3001\u6279\u91cf\u590d\u5236\u4e0e\u5bfc\u51fa\u8def\u5f84\u3002\u684c\u9762\u7aef\u7528\u7cfb\u7edf\u9ed8\u8ba4\u5e94\u7528\u6253\u5f00\u539f\u6587\u4ef6\uff0c\u4e5f\u80fd\u5b9a\u4f4d\u5230\u8d44\u6e90\u7ba1\u7406\u5668\u6216 Finder \uff1b Windows \u8fd8\u652f\u6301\u7cfb\u7edf\u53f3\u952e\u83dc\u5355\u3002</p>\n<p>\u53ea\u7d22\u5f15\u540d\u79f0\u4e0e\u8def\u5f84\uff0c\u4e0d\u505a\u5168\u6587\u68c0\u7d22\u548c\u540e\u53f0\u7f29\u7565\u56fe\u751f\u6210\u3002\u6587\u4ef6\u540d\u53d8\u5316\u540e\u5408\u5e76\u66f4\u65b0\uff0c\u6ca1\u6709\u53d8\u5316\u65f6\u4e0d\u505a\u5e38\u89c4\u66f4\u65b0\uff1b\u9996\u6b21\u5efa\u7d22\u5f15\u3001\u6062\u590d\u548c\u5b9a\u671f\u6821\u9a8c\u4ecd\u9700\u626b\u63cf\u76ee\u5f55\u3002</p>\n<p>\u4ee3\u7801\u5df2\u5f00\u6e90\uff0c\u90e8\u7f72\u548c\u5ba2\u6237\u7aef\u6784\u5efa\u8bf4\u660e\u89c1 README \u3002\u76ee\u524d\u7528\u4e8e\u6211\u7684 Ubuntu NAS \uff0c\u9762\u5411\u5c40\u57df\u7f51\u4f7f\u7528\u3002\u6b22\u8fce\u8bd5\u7528\uff0c\u4e5f\u60f3\u542c\u542c\u5927\u5bb6\u73b0\u5728\u600e\u4e48\u641c NAS \u6587\u4ef6\uff0c\u6709\u54ea\u4e9b\u4e0d\u65b9\u4fbf\u7684\u5730\u65b9\u3002</p>\n"
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    {
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        "url": "https://www.v2ex.com/member/Julaoshi", 
        "name": "Julaoshi", 
        "avatar": "https://cdn.v2ex.com/avatar/c4a0/452d/556606_large.png?m=1784530402"
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      "url": "https://www.v2ex.com/t/1240483", 
      "date_modified": "2026-09-08T11:56:30+00:00", 
      "content_html": "\u5ead\u8bb0 Android \u662f\u4e00\u4e2a\u7ed9\u5927\u9646\u5f8b\u5e08\u63d0\u4f9b\u5f00\u5ead\u65e5\u7a0b\u7ba1\u7406\u548c\u8bc9\u8bbc\u4fdd\u5168\u5230\u671f\u63d0\u9192\u7684\u5de5\u5177\uff0c\u4e5f\u80fd\u591f\u626b\u63cf\u6587\u6863\u751f\u6210 PDF \u3002<br /><br /><br />\u53c2\u4e0e\u5177\u4f53\u6b65\u9aa4\uff1a<br /><br /> 1.\u7559\u8a00\u8c37\u6b4c\u90ae\u7bb1\uff0c\u6211\u628a\u4f60\u7684\u8d26\u6237\u52a0\u5230\u5185\u6d4b\u540d\u5355\uff1b<br /> 2.\u70b9\u51fb\u5185\u6d4b\u94fe\u63a5\uff08 play store\uff1a <a target=\"_blank\" href=\"https://play.google.com/store/apps/details?id=com.guodongzhu.courtnote\" rel=\"nofollow noopener\">https://play.google.com/store/apps/details?id=com.guodongzhu.courtnote</a> \uff1b\u7f51\u9875\uff1a <a target=\"_blank\" href=\"https://play.google.com/apps/testing/com.guodongzhu.courtnote\" rel=\"nofollow noopener\">https://play.google.com/apps/testing/com.guodongzhu.courtnote</a> \uff09\uff0c\u7136\u540e\u9009\u62e9\u201c\u63a5\u53d7\u201d\u5e76\u4e0b\u8f7d\u5c31\u53ef\u4ee5\u4e86\u3002<br /><br /><br />\u7248\u53cb\u5982\u679c\u6709\u60f3\u53c2\u4e0e\u6d4b\u8bd5\u7684\uff0c\u6b22\u8fce\u7559\u8a00\u8c37\u6b4c\u90ae\u7bb1\uff0c\u6211\u6765\u5e2e\u4f60\u52a0\u5230\u5185\u6d4b\u540d\u5355\u91cc\u3002<br /><br />\u4e5f\u6b22\u8fce\u5b89\u5353\u5f00\u53d1\u8005\u5206\u4eab\u4f60\u7684\u7684\u5c01\u6d4b\u9879\u76ee\uff0c\u6211\u4e5f\u4f1a\u53c2\u52a0\u4f60\u7684\u5c01\u6d4b\u9879\u76ee\u3002\u8c22\u8c22\u5927\u5bb6\uff01", 
      "date_published": "2026-09-08T11:55:33+00:00", 
      "title": "\u5ead\u8bb0 app \u53d1\u5c01\u95ed\u6d4b\u8bd5\u7248\u4e86,\u6b22\u8fce Android \u7528\u6237\uff08\u8bbe\u5907\u9700\u652f\u6301 GMS\uff09\u8bd5\u7528", 
      "id": "https://www.v2ex.com/t/1240483"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/timeance", 
        "name": "timeance", 
        "avatar": "https://cdn.v2ex.com/avatar/0176/c2d2/242535_large.png?m=1782464812"
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      "url": "https://www.v2ex.com/t/1240475", 
      "date_modified": "2026-09-08T10:45:22+00:00", 
      "content_html": "<p>\u8fd8\u8bb0\u5f97\u524d\u4e00\u9635\u5b50\u79d1\u6280\u80a1\u66b4\u6da8\u7684\u65f6\u5019\uff0cv2ex \u91cc\u968f\u5904\u53ef\u89c1\u8ba8\u8bba\uff0c\u7136\u540e\u5927\u5bb6\u90fd\u61c2\u7684... \u6211\u73b0\u5728\u8fd8\u5957\u5728\u5b58\u50a8\u91cc<br/>\n\u6211\u59d1\u4e14\u4e5f\u7b97\u662f\u8001\u97ed\u83dc\u4e86\uff0c\u56de\u60f3\u8d77\u5728\u80a1\u5e02\u7684\u5341\u4e8c\u5e74\uff0c\u597d\u50cf\u6ca1\u8d5a\u5230\uff0c\u4e5f\u5e78\u597d\u6ca1\u4e8f\u5230</p>\n<p>\u4e0b\u5348\u6478\u9c7c\u7684\u7a81\u53d1\u5947\u60f3\uff0c\u8981\u662f\u56de\u5230\u8fc7\u53bb\uff0c\u7092\u80a1\u8fd8\u80fd\u8d5a\u94b1\u5417\uff1f<br/>\n\u4e8e\u662f\u6413\u4e86\u4e00\u4e2a\u6e38\u620f\uff0c\u5404\u4f4d v \u53cb\u53ef\u4ee5\u8bd5\u4e0b</p>\n<p>\u6e38\u620f\u5730\u5740\uff1a<a href=\"https://timeance.github.io/12-years/%E6%95%A3%E6%88%B7%E5%8D%81%E4%BA%8C%E5%B9%B4.html\" rel=\"nofollow\">\u6563\u6237\u5341\u4e8c\u5e74</a>\n\u8fd8\u6709 DLC\uff1a<a href=\"https://timeance.github.io/12-years/%E8%B4%A7%E5%B8%81%E9%A3%8E%E4%BA%91%E5%8D%81%E4%BA%8C%E5%B9%B4-%E4%BA%BA%E7%89%A9%E5%BF%97.html\" rel=\"nofollow\">\u8d27\u5e01\u98ce\u4e91\u5341\u4e8c\u5e74\u00b7\u4eba\u7269\u5fd7</a> </p>\n<p>\u4ed3\u5e93\u5730\u5740\uff1a <a href=\"https://github.com/timeance/12-years\" rel=\"nofollow\">https://github.com/timeance/12-years</a></p>\n", 
      "date_published": "2026-09-08T10:43:58+00:00", 
      "title": "\u56de\u5230 2015 \u5e74\uff0c\u624b\u91cc\u6709 20 \u4e07\uff0c\u4f60\u4f1a\u600e\u4e48\u9009\uff1f", 
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      "url": "https://www.v2ex.com/t/1240464", 
      "title": "\u505a\u4e86\u4e00\u4e2a Token \u540d\u7247\u7ad9", 
      "id": "https://www.v2ex.com/t/1240464", 
      "date_published": "2026-09-08T09:47:15+00:00", 
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    {
      "author": {
        "url": "https://www.v2ex.com/member/kyomio", 
        "name": "kyomio", 
        "avatar": "https://cdn.v2ex.com/gravatar/b912419378de6b16422846deb8b1bddb?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1240457", 
      "date_modified": "2026-09-08T09:32:24+00:00", 
      "content_html": "\u7528\u5927\u6a21\u578b\u5199\u5de5\u7a0b\u4ee3\u7801\u6700\u5927\u7684\u75db\u611f\u5c31\u662f\uff1a\u9ad8\u7ea7\u6a21\u578b\u7684\u989d\u5ea6\u91d1\u8d35\uff0c\u4f46\u653e\u624b\u8ba9\u5b83\u81ea\u5df1\u8dd1\u53c8\u5bb9\u6613\u5199\u51fa\u707e\u96be\u4ee3\u7801\u3002<br /><br />\u524d\u6bb5\u65f6\u95f4 GLM-5.3-Flash \u53d1\u5e03\uff0c\u901f\u5ea6\u5feb\u4e14\u6781\u5177\u6027\u4ef7\u6bd4\uff0c\u7a81\u7136\u7ed9\u4e86\u6211\u7075\u611f\uff1a\u65e2\u7136\u7c97\u6d3b\u810f\u6d3b\u4e0d\u7528\u725b\u5200\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u628a\u6d41\u7a0b\u62c6\u5f00\u57ab\u5200\uff1f\u4e8e\u662f\u987a\u624b\u6413\u4e86 zcode-executor \uff08 <a target=\"_blank\" href=\"https://github.com/KyoMio/zcode-executor\" rel=\"nofollow noopener\">https://github.com/KyoMio/zcode-executor</a> \uff09\uff0c\u6709\u4ee5\u4e0b\u51e0\u4e2a\u7279\u70b9\uff1a<br /><br />1.\u6210\u672c\u8282\u7701\uff1a\u5927\u4efb\u52a1\u62c6\u89e3\u540e\u6309\u5c42\u7ea7\u5206\u914d\u3002\u7c97\u6d3b\u3001\u8dd1\u6d4b\u8bd5\u3001\u8bc1\u636e\u6536\u96c6\u5148\u6254\u7ed9 GLM-5.3-Flash \u7b49\u5e73\u4ef7\u6a21\u578b\u57ab\u5200\uff0c\u6838\u5fc3\u903b\u8f91\u518d\u6362\u4e3b\u529b\u6a21\u578b\u3002\u52a0\u4e0a ZCode \u8c03\u7528 Coding Plan \u6709 6.7 \u6298\u4f18\u60e0\uff0c\u591c\u95f4\u95f2\u65f6\u8fd8\u6709\u514d\u8d39\u989d\u5ea6\uff0c\u53cc\u91cd\u53e0\u52a0\u4e0b\u6765\uff0c\u539f\u672c 5x \u914d\u989d\u786c\u751f\u751f\u62c9\u626f\u51fa\u4e86 20x \u7684\u751f\u4ea7\u529b\u3002  <br /><br />2.\u81ea\u52a8\u5ba1\u6279\uff1a\u53c2\u8003 claude code \u7684 auto \u6a21\u5f0f\u903b\u8f91\uff0c\u5e38\u89c4\u64cd\u4f5c\u7075\u6d3b\u653e\u884c\uff0c\u786e\u4fdd zcode \u5e72\u6d3b\u80fd\u591f\u5b8c\u5168\u653e\u624b\u3002\u9047\u5230\u654f\u611f\u6587\u4ef6\u8bfb\u5199\u3001\u4e0d\u53ef\u9006 shell \u52a8\u4f5c\u81ea\u52a8\u963b\u65ad\u8fdb Gate \uff0c\u652f\u6301\u4eba\u5de5\u653e\u884c\uff0c\u544a\u522b\u201c\u76f2\u76d2\u5f0f\u201d\u63d0\u4ea4\u3002 <br /><br />3.\u4efb\u52a1\u6d41\u6c34\u7ebf\u5316\uff1a\u4efb\u52a1\u652f\u6301\u6392\u961f\u3001\u5f02\u6b65\u6267\u884c\u548c follow \u8ffd\u8e2a\uff0c\u4e0d\u5360\u6b7b\u4ea4\u4e92\u7ec8\u7aef\u3002  <br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/ieisdXa.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/ieisdXa.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/M3b9lwR.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/M3b9lwR.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /> <br />\u4ee3\u7801\u5df2\u5f00\u6e90\uff0c\u7eaf Node.js CLI \uff0c\u65e0\u591a\u4f59\u4f9d\u8d56\u3002claude code \u548c codex \u53ef\u4f5c\u4e3a\u63d2\u4ef6\u76f4\u63a5\u5b89\u88c5\u3002<br /><br />\u6b22\u8fce\u4ea4\u6d41\u65e5\u5e38\u4f7f\u7528 Agent \u7f16\u7801\u65f6\u7684\u907f\u5751\u4e0e\u8c03\u6559\u7ecf\u9a8c\uff01", 
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      "url": "https://www.v2ex.com/t/1240397", 
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      "id": "https://www.v2ex.com/t/1240397", 
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        "url": "https://www.v2ex.com/member/wheelg", 
        "name": "wheelg", 
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      "url": "https://www.v2ex.com/t/1240377", 
      "title": "\u8ba9 Astra \u505a\u4e86\u4e00\u4e2a\u69a8\u5e72 Github \u80fd\u529b\u7684\u5206\u4eab\u5012\u6570\u65e5\u9879\u76ee\uff0c\u7ed9\u751f\u6d3b\u627e\u70b9\u76fc\u5934", 
      "id": "https://www.v2ex.com/t/1240377", 
      "date_published": "2026-09-08T05:51:17+00:00", 
      "content_html": "<p>\u7528\u4e86\u597d\u51e0\u4e2a\u5012\u6570\u65e5 app \uff0c\u53d1\u73b0\u8fd9\u4e9b app \u90fd\u53ea\u80fd\u521b\u5efa\u81ea\u5b9a\u4e49\u7684\u4e8b\u4ef6\uff0c\u7528\u6765\u5f53\u4f5c\u751f\u65e5\u63d0\u9192\u548c\u7eaa\u5ff5\u65e5\u63d0\u9192\uff0c\u6211\u5c31\u60f3\u6709\u6ca1\u6709\u4e00\u79cd\u80fd\u50cf\u5237\u6296\u97f3\u4e00\u6837\uff0c\u5237\u51fa\u8ba9\u81ea\u5df1\u611f\u5174\u8da3\u7684\u4e8b\u4ef6\u76fc\u5934\uff0c\u4f46\u662f\u641c\u4e86\u4e00\u4e9b\uff0c\u90fd\u4e0d\u592a\u7b26\u5408\u6211\u5fc3\u76ee\u4e2d\u60f3\u8981\u7684\u6548\u679c\uff0c\u5c31\u60f3\u7740\u81ea\u5df1\u505a\u4e00\u4e2a\u3002</p>\n<p>\u8ddf GPT \u804a\u8fc7\u540e\uff0c\u53d1\u73b0\u8981\u505a\u4e00\u4e2a\u652f\u6301\u5174\u8da3\u63a8\u8350\u3001UGC \u5185\u5bb9\u7684\u9879\u76ee\u5149\u670d\u52a1\u5668\u51c6\u5907\u5c31\u5f97\u82b1\u4e0a\u4e0d\u5c11\u7cbe\u529b\u548c\u6210\u672c\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u5174\u8da3\u9879\u76ee\u6765\u8bf4\u592a\u4e0d\u5212\u7b97\u4e86\uff0c\u4f46\u662f GPT \u63d0\u4e86\u4e00\u4e2a\u601d\u8def\uff0c\u628a Github issue \u505a\u6210\u201c\u5e02\u573a\u201d\uff0c\u8ba9\u7528\u6237\u76f4\u63a5\u628a\u76fc\u5934\u53d1\u5e03\u5230 Github \u91cc\uff0c\u5b8c\u5168\u5229\u7528 Github \u672c\u8eab\u7684\u80fd\u529b\u5b9e\u73b0\uff0c\u7b80\u76f4\u662f\u592a\u5999\u4e86\u3002\u4e8e\u662f\u6211\u5c31\u8ba9 GPT \u987a\u7740\u8fd9\u4e2a\u601d\u8def\u505a\u4e86\u51fa\u6765\uff1a</p>\n<p><a href=\"https://ahead.linkai.work/\" rel=\"nofollow\">Ahead</a> \u662f\u4e00\u4e2a\u5b8c\u5168\u5f00\u6e90\u7684\uff0c\u57fa\u4e8e Github \u7684\u5174\u8da3\u53d1\u73b0\u5012\u6570\u65e5\u9879\u76ee\uff0c\u6240\u6709\u4eba\u90fd\u53ef\u4ee5\u81ea\u7531\u53d1\u5e03\u516c\u5f00\u7684\u201c\u76fc\u5934\u201d\u4e8b\u4ef6\uff0c\u4f9b\u5176\u4ed6\u4eba\u53d1\u73b0\u4f60\u773c\u4e2d\u7684\u6709\u8da3\u76fc\u5934\uff0c\u4f8b\u5982\u5373\u5c06\u5230\u6765\u7684\u53d1\u5e03\u4f1a\uff0c\u65b0\u516c\u56ed\u7684\u5f00\u53d1\u65f6\u95f4\uff0c\u751a\u81f3\u53ef\u4ee5\u662f\u671f\u672b\u8003\u8bd5\u65f6\u95f4\u7b49\u7b49\u3002\u6240\u6709\u7684\u534f\u8bae\u548c\u4ee3\u7801\u5747\u5f00\u6e90\uff0cAhead \u672c\u8eab\u53ea\u4f9d\u8d56 Github \u6388\u6743\u548c issue \u670d\u52a1\uff0c\u5e0c\u671b\u80fd\u5438\u5f15\u66f4\u591a\u7684\u4eba\u6765\u53d1\u5e03\u6709\u8da3\u7684\u201c\u76fc\u5934\u201d\uff5e</p>\n<p>\u6211\u8ba9 GPT \u5199\u4e86\u4e00\u4e9b\u5b83\u8ba4\u4e3a\u201c\u6709\u8da3\u201d\u7684\u4e8b\u4ef6\u4e3b\u9898\uff0c\u76ee\u524d\u53ef\u4ee5\u76f4\u63a5\u5728\u7ad9\u70b9\u4e2d\u5237\u5230\u4f53\u9a8c\uff0c\u4f46\u662f\u4e0d\u5f97\u4e0d\u8bf4\uff0c\u5373\u4f7f\u662f Astra \u7684\u54c1\u5473\u4e5f\u8ba9\u6211\u89c9\u5f97\u8fd8\u662f\u5dee\u90a3\u4e48\u70b9\u610f\u601d\uff0c\u6bd4\u4e0d\u4e0a\u771f\u4eba\u53d1\u5e03\u7684\u4e3b\u9898\u6709\u610f\u601d\uff0c\u6b22\u8fce\u5927\u5bb6\u524d\u5f80\u4f53\u9a8c\u54e6~</p>\n<p>\u5728\u7ebf\u4f53\u9a8c\uff1a<a href=\"https://ahead.linkai.work/\" rel=\"nofollow\">https://ahead.linkai.work/</a> </p>\n<p>Github\uff1a<a href=\"https://github.com/glink25/ahead\" rel=\"nofollow\">https://github.com/glink25/ahead</a></p>\n"
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      "url": "https://www.v2ex.com/t/1240364", 
      "title": "pi-usage \u5347\u7ea7\u4e86\uff0c\u65b0\u589e\u652f\u6301 Kimi Code Plan", 
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      "id": "https://www.v2ex.com/t/1240361", 
      "date_published": "2026-09-08T04:27:30+00:00", 
      "content_html": "<p>\u524d\u51e0\u5e74\u770b\u8fc7 geekan \u7684 HowToLiveLonger \uff0c\u89c9\u5f97\u300c\u628a\u5efa\u8bae\u91cf\u5316\u3001\u6807\u8bc1\u636e\u7b49\u7ea7\u300d\u8fd9\u4e2a\u601d\u8def\u5f88\u597d\uff0c\u4f46\u5b83\u53ea\u7ba1\u5bff\u547d\u3002\u6211\u81ea\u5df1\u66f4\u5e38\u7ea0\u7ed3\u7684\u5176\u5b9e\u662f\u53e6\u5916\u51e0\u4ef6\u4e8b\uff1a\u8fd9\u94b1\u8be5\u4e0d\u8be5\u82b1\u3001\u8fd9\u4e8b\u503c\u4e0d\u503c\u5f97\u505a\u3001\u54ea\u4e9b\u300c\u987a\u624b\u7684\u5c0f\u4e8b\u300d\u4f1a\u628a\u4eba\u9001\u8fdb\u770b\u5b88\u6240\u3002\u4e8e\u662f\u7167\u7740\u90a3\u4e2a\u683c\u5f0f\u505a\u4e86\u4e00\u4efd\u8303\u56f4\u66f4\u5927\u7684\uff0c\u73b0\u5728\u6709 354 \u6761\uff0c\u653e\u51fa\u6765\u7ed9\u5927\u5bb6\u6311\u9519\u3002</p>\n<p>\u5728\u7ebf\u68c0\u7d22\uff1a <a href=\"https://eternity4719.github.io/HowToLiveBetter/\" rel=\"nofollow\">https://eternity4719.github.io/HowToLiveBetter/</a>\n\u4ed3\u5e93\uff1a <a href=\"https://github.com/eternity4719/HowToLiveBetter\" rel=\"nofollow\">https://github.com/eternity4719/HowToLiveBetter</a></p>\n<h2>\u5b83\u4f18\u5316\u4ec0\u4e48</h2>\n<p>\u4e0d\u53ea\u662f\u5bff\u547d\uff0c\u662f\u56db\u79cd\u8d44\u6e90\uff1a\u5bff\u547d\u3001\u65f6\u95f4\u4e0e\u7cbe\u529b\u3001\u91d1\u94b1\u3001\u4eba\u8eab\u81ea\u7531\u3002\u6bcf\u4e00\u6761\u90fd\u56de\u7b54\u4e24\u4e2a\u95ee\u9898\uff1a\u82b1\u6389\u4ec0\u4e48\uff08\u94b1 / \u65f6\u95f4 / \u7cbe\u529b / \u6bc5\u529b\uff09\uff0c\u6362\u56de\u4ec0\u4e48\uff08\u603b\u6b7b\u4ea1\u7387\u53d8\u5316 / \u7701\u591a\u5c11\u94b1 / \u7701\u591a\u5c11\u65f6\u95f4 / \u907f\u514d\u4ec0\u4e48\u6cd5\u5f8b\u540e\u679c\uff09\u3002\u6761\u76ee\u6309\u6027\u4ef7\u6bd4\u6392\u5e8f\uff0c\u4e0d\u6309\u7c7b\u522b\u6392\u5e8f\uff0c\u6210\u672c\u63a5\u8fd1\u96f6\u3001\u6536\u76ca\u5927\u7684\u653e\u6700\u524d\u9762\u3002</p>\n<p>\u4e0d\u540c\u53e3\u5f84\u4e4b\u95f4\u4e0d\u505a\u6362\u7b97\u3002\u300c\u603b\u6b7b\u4ea1\u7387\u964d 12%\u300d\u548c\u300c\u4e00\u5e74\u7701 500 \u5143\u300d\u4e0d\u5728\u4e00\u628a\u5c3a\u5b50\u4e0a\uff0c\u6211\u6ca1\u6709\u5047\u88c5\u80fd\u628a\u5b83\u4eec\u6298\u6210\u540c\u4e00\u4e2a\u5206\u6570\u3002</p>\n<h2>\u6bcf\u6761\u957f\u4ec0\u4e48\u6837</h2>\n<pre><code class=\"language-markdown\">### 4. \u628a\u5bb6\u91cc\u7684\u98df\u76d0\u6362\u6210\u4f4e\u94a0\u76d0\uff08\u94be\u76d0\uff09\n- \u6210\u672c\uff1a\u6bcf\u888b\u8d35\u51e0\u5143\n- \u6536\u76ca\uff1a\u8111\u5352\u4e2d\u964d 14%\uff0c\u5fc3\u8840\u7ba1\u4e8b\u4ef6\u964d 13%\uff0c\u603b\u6b7b\u4ea1\u7387\u964d 12%\n- \u8bc1\u636e\u7b49\u7ea7\uff1aA\n- \u6765\u6e90\uff1aNeal B, et al. (2021). NEJM. https://doi.org/10.1056/NEJMoa2105675\n- \u5907\u6ce8\uff1a\u4e89\u8bae\u3002\u80be\u529f\u80fd\u4e0d\u5168\u3001\u6b63\u5728\u5403\u4fdd\u94be\u5229\u5c3f\u5242\u7684\u4eba\u4e0d\u8981\u7528\u2026\u2026\n</code></pre>\n<p>\u8bc1\u636e\u7b49\u7ea7\u4e09\u6863\uff1aA \u662f\u835f\u8403\u5206\u6790\u3001\u5927\u578b\u961f\u5217\u6216 RCT \u7ed9\u51fa\u7684\u5177\u4f53\u6570\u5b57\uff0cB \u662f\u6709\u7814\u7a76\u4f46\u96be\u91cf\u5316\u6216\u6837\u672c\u5c0f\uff0cC \u662f\u7ecf\u9a8c\u548c\u5171\u8bc6\u3002\u5168\u4e66 A \u7ea7 216 \u6761\u3001B \u7ea7 91 \u6761\u3001C \u7ea7 47 \u6761\u3002\u6709\u4e89\u8bae\u7684\u6761\u76ee\u4f1a\u6807\u300c\u4e89\u8bae\u300d\u5e76\u5199\u4e0a\u53cd\u65b9\u8bc1\u636e\uff0c\u6bd4\u5982\u9c7c\u6cb9\u90a3\u6761\u4f1a\u628a REDUCE-IT \u4e5f\u5217\u4e0a\uff0c\u8bf4\u660e\u4e3a\u4ec0\u4e48\u9ad8\u5242\u91cf\u5904\u65b9 EPA \u7684\u7ed3\u679c\u4e0d\u80fd\u63a8\u5230\u4fdd\u5065\u54c1\u9c7c\u6cb9\u3002</p>\n<p>\u6765\u6e90\u53ea\u5f15\u539f\u59cb\u6587\u732e\uff1a\u671f\u520a\u8bba\u6587\u9644 DOI \uff0c\u6cd5\u5f8b\u6cd5\u89c4\u548c\u653f\u7b56\u76f4\u63a5\u5f15 <a href=\"http://gov.cn\" rel=\"nofollow\">gov.cn</a> \u3001\u6700\u9ad8\u68c0\u3001\u6700\u9ad8\u6cd5\u3001\u5e02\u573a\u76d1\u7ba1\u603b\u5c40\u7684\u539f\u6587\u3002\u77e5\u4e4e\u3001\u516c\u4f17\u53f7\u3001\u641c\u72d0\u8fd9\u7c7b\u4e8c\u624b\u8f6c\u8ff0\u4e00\u6761\u90fd\u6ca1\u5f15\u3002\u6570\u5b57\u8981\u80fd\u5728\u539f\u6587\u91cc\u627e\u5230\uff0c\u627e\u4e0d\u5230\u5c31\u6807 TODO \uff0c\u76ee\u524d\u5168\u4e66\u8fd8\u6709 31 \u5904\u5f85\u6838\u5b9e\uff0c\u6ca1\u6709\u778e\u586b\u3002docs/\u6838\u5b9e\u8bb0\u5f55/ \u4e0b\u6bcf\u4e00\u8282\u6709\u4e00\u4efd\u9010\u6761\u6838\u5bf9\u8bb0\u5f55\uff0c\u5199\u7740\u6bcf\u4e2a\u6570\u5b57\u662f\u4ece\u539f\u6587\u54ea\u4e00\u53e5\u6765\u7684\u3002</p>\n<h2>\u6709\u54ea\u4e9b\u5185\u5bb9</h2>\n<p>25 \u8282\u3002\u524d\u51e0\u8282\u662f\u4f20\u7edf\u7684\u5065\u5eb7\u7c7b\uff08\u5916\u56e0\u6b7b\u4ea1\u3001\u70df\u9152\u8fd0\u52a8\u7761\u7720\u996e\u98df\u3001\u7cbe\u529b\u548c\u65f6\u95f4\uff09\uff0c\u540e\u9762\u5927\u90e8\u5206\u662f HowToLiveLonger \u4e0d\u8986\u76d6\u7684\uff1a</p>\n<ul>\n<li>\u4e0d\u8981\u6d6a\u8d39\u94b1\u3001\u53cd\u9762\u6e05\u5355\uff08\u590d\u5408\u7ef4\u751f\u7d20\u3001\u9c7c\u6cb9\u3001\u7ef4\u751f\u7d20 D \u8fd9\u4e9b\u7528 RCT \u6570\u636e\u8bf4\u660e\u4e3a\u4ec0\u4e48\u4e0d\u7528\u4e70\uff09</li>\n<li>\u6ca1\u94b1\u7684\u65f6\u5019\u600e\u4e48\u6d3b\uff08\u5931\u4e1a\u4fdd\u9669\u3001\u52b3\u52a8\u4ef2\u88c1\u3001\u4e34\u65f6\u6551\u52a9\u3001\u4f4e\u4fdd\u3001\u793e\u4fdd\u65ad\u7f34\u600e\u4e48\u529e\uff09</li>\n<li>\u6cd5\u5f8b\u4e0e\u8d22\u4ea7\u5b89\u5168\u3001\u666e\u901a\u4eba\u5bb9\u6613\u8e29\u7684\u6cd5\u5f8b\u7ea2\u7ebf\uff08\u501f\u6761\u62c5\u4fdd\u3001\u5f69\u793c\u3001\u4e24\u5361\u3001\u9ad8\u7a7a\u629b\u7269\u3001\u4eff\u771f\u67aa\u3001\u62fe\u7269\uff09</li>\n<li>\u7a0b\u5e8f\u5458\u548c\u6280\u672f\u4eba\u5bb9\u6613\u8e29\u7684\u7ea2\u7ebf\uff1a\u5916\u6302\u3001\u62a2\u7968\u811a\u672c\u3001\u722c\u866b\u3001\u63a5\u8d4c\u535a\u8bc8\u9a97 App \u7684\u5355\u3001\u79bb\u804c\u5220\u5e93\u3001\u5e26\u8d70\u6e90\u7801\u3001\u7ffb\u5899\u5de5\u5177\u3001\u7ade\u4e1a\u9650\u5236\u3001\u5f00\u6e90\u8bb8\u53ef\u3002\u6bcf\u6761\u914d\u6700\u9ad8\u68c0\u6216\u6700\u9ad8\u6cd5\u5b98\u7f51\u516c\u5e03\u7684\u771f\u5b9e\u5224\u4f8b\u548c\u5211\u6cd5\u6761\u6b3e\u91cc\u7684\u5177\u4f53\u6570\u5b57\uff0c\u6bd4\u5982\u5356\u5916\u6302 20 \u4eba\u6b21\u5c31\u591f\u300c\u60c5\u8282\u4e25\u91cd\u300d\uff0c\u53ea\u53d1\u8bf7\u6c42\u4e0d\u78b0\u5185\u5b58\u7684\u62a2\u7968\u811a\u672c\u4e5f\u6309 285 \u6761\u5b9a\u8fc7\u7f6a</li>\n<li>\u88ab\u88c1\u5458\u3001\u79bb\u804c\u548c\u5de5\u4f24\uff08 N \u30012N \u3001\u4ee3\u901a\u77e5\u91d1\u3001\u522b\u7b7e\u4e3b\u52a8\u8f9e\u804c\u3001\u5de5\u4f24\u8ba4\u5b9a\u65f6\u9650\uff09</li>\n<li>\u79df\u623f\u4e0e\u4e70\u623f\u3001\u8d26\u53f7\u4e0e\u4fe1\u606f\u5b89\u5168\u3001\u521b\u4e1a\u522b\u628a\u5bb6\u5e95\u8d54\u8fdb\u53bb</li>\n<li>\u604b\u7231\u7ed3\u5a5a\u5212\u4e0d\u5212\u7b97\u3001\u517b\u5b69\u5b50\u5212\u4e0d\u5212\u7b97\uff08\u53ea\u62c6\u8d26\uff0c\u4e0d\u7ed9\u7ed3\u8bba\uff09</li>\n<li>\u7d27\u6025\u60c5\u51b5\u5148\u505a\u4ec0\u4e48\u3001\u6162\u6027\u75c5\u3001\u5bb6\u91cc\u6709\u8001\u4eba\u3001\u65b0\u751f\u513f\u3001\u51fa\u56fd\u5b89\u5168\u3001\u770b\u75c5\u5c11\u82b1\u94b1\u3001\u4eba\u8d70\u4e86\u4ee5\u540e\u8981\u529e\u4ec0\u4e48</li>\n</ul>\n<h2>\u68c0\u7d22\u9875</h2>\n<p>README \u662f\u552f\u4e00\u7684\u6570\u636e\u6e90\uff0cindex.html \u76f4\u63a5\u8bfb\u5b83\u6e32\u67d3\uff0c\u6240\u4ee5\u6539\u6b63\u6587\u5c31\u662f\u6539\u68c0\u7d22\u9875\u3002\u53ef\u4ee5\u6309\u5173\u952e\u8bcd\u3001\u7ae0\u8282\u3001\u8bc1\u636e\u7b49\u7ea7\u7b5b\uff0c\u4e5f\u53ef\u4ee5\u6309\u300c\u82b1\u4e0d\u82b1\u94b1\u3001\u82b1\u591a\u5c11\u65f6\u95f4\u3001\u8981\u4e0d\u8981\u6bc5\u529b\u300d\u4e09\u4e2a\u6210\u672c\u7ef4\u5ea6\u7ec4\u5408\u7b5b\u3002\u52fe\u4e0a\u6027\u4ef7\u6bd4\u300c\u6781\u9ad8\u300d\uff0c\u4f1a\u5269\u4e0b 64 \u6761\u4e0d\u82b1\u94b1\u3001\u4e0d\u82b1\u65f6\u95f4\u3001\u4e0d\u9700\u8981\u6bc5\u529b\u3001\u6536\u76ca\u53c8\u843d\u5728\u6700\u5927\u4e00\u6863\u7684\uff0c\u53ef\u4ee5\u5f53\u6210\u4f18\u5148\u6e05\u5355\u3002</p>\n<h2>\u5c40\u9650\uff0c\u5148\u8bf4\u5728\u524d\u9762</h2>\n<ul>\n<li>\u6027\u4ef7\u6bd4\u6863\u662f\u6211\u7684\u5224\u65ad\uff0c\u4e0d\u662f\u8bc1\u636e\uff0c\u672c\u8d28\u4e0a\u662f C \u7ea7\u3002\u6536\u76ca\u91cf\u7ea7\u5c3d\u91cf\u6309\u9608\u503c\u673a\u68b0\u5957\uff08\u6bd4\u5982\u6b7b\u4ea1\u7387\u76f8\u5bf9\u964d\u5e45 \u226520% \u624d\u7b97\u5927\uff09\uff0c\u4f46\u9608\u503c\u672c\u8eab\u662f\u6211\u5b9a\u7684\u3002</li>\n<li>\u6210\u672c\u4e00\u680f\u662f\u6309\u5e02\u4ef7\u7684\u7c97\u4f30\uff0c\u53ea\u7528\u6765\u6bd4\u8f83\uff0c\u522b\u62ff\u53bb\u5f15\u7528\u3002</li>\n<li>\u6cd5\u5f8b\u7c7b\u6761\u76ee\u5f15\u7684\u662f\u6761\u6587\u548c\u516c\u5f00\u5224\u4f8b\uff0c\u4e0d\u662f\u6cd5\u5f8b\u610f\u89c1\u3002\u5177\u4f53\u6848\u5b50\u8be5\u627e\u5f8b\u5e08\u8fd8\u662f\u5f97\u627e\u5f8b\u5e08\u3002</li>\n<li>\u533b\u5b66\u7c7b\u6761\u76ee\u53ea\u8bb2\u4eba\u7fa4\u5c42\u9762\u7684\u6570\u5b57\uff0c\u4e2a\u4eba\u60c5\u51b5\u8bf7\u4ee5\u533b\u5631\u4e3a\u51c6\u3002</li>\n</ul>\n<p>Unlicense \uff0c\u516c\u6709\u9886\u57df\uff0c\u968f\u4fbf\u7528\u3002\u6b22\u8fce issue \u6311\u9519\uff0c\u5c24\u5176\u662f\u6570\u5b57\u548c\u539f\u6587\u5bf9\u4e0d\u4e0a\u7684\u5730\u65b9\uff0c\u8fd9\u662f\u6211\u6700\u60f3\u6536\u5230\u7684\u53cd\u9988\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shunqwang", 
        "name": "shunqwang", 
        "avatar": "https://cdn.v2ex.com/gravatar/265eb276afce0dcbae78958dde94af10?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240355", 
      "title": "[\u9001\u7801] \uff5c\u91cf\u5316\u5e73\u53f0 | AlphaIO", 
      "id": "https://www.v2ex.com/t/1240355", 
      "date_published": "2026-09-08T04:14:25+00:00", 
      "content_html": "<h1>AlphaIO</h1>\n<p>\u6700\u8fd1\u5f00\u53d1\u4e86\u4e00\u4e2a\u91cf\u5316\u6a21\u578b\u6c89\u6dc0\u5e73\u53f0\uff0c\u76ee\u524d\u6709\u4e00\u4e9b\u6a21\u578b\u548c\u6570\u636e\u53ef\u4ee5\u76f4\u63a5\u62ff\u6765\u7528\uff0c\u53ef\u4ee5\u63a5\u5165\u5230 AI \u5de5\u5177\u4e2d\u8fdb\u884c\u5206\u6790\uff0c\u6709\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u6765\u770b\u770b\uff0c\u987a\u4fbf\u63d0\u63d0\u5efa\u8bae</p>\n<p><a href=\"https://www.alphaio.vip/\" rel=\"nofollow\">alphaio.vip</a></p>\n<h2>\u9080\u8bf7\u7801</h2>\n<p>INVITE-T2RA-4XXU</p>\n<h2>\u90e8\u5206\u529f\u80fd\u4ecb\u7ecd</h2>\n<ul>\n<li>\u80a1\u7968\u57fa\u7840\u4fe1\u606f<br/>\n\u83b7\u53d6\u57fa\u7840\u4fe1\u606f\u6570\u636e\uff0c\u5305\u62ec\u80a1\u7968\u4ee3\u7801\u3001\u540d\u79f0\u3001\u4e0a\u5e02\u65e5\u671f\u3001\u9000\u5e02\u65e5\u671f\u7b49</li>\n<li>\u6307\u6570\u57fa\u672c\u4fe1\u606f<br/>\n\u83b7\u53d6\u6307\u6570\u57fa\u7840\u4fe1\u606f\u76ee\u5f55\uff08\u5e02\u573a/\u53d1\u5e03\u65b9/\u7c7b\u522b\u7b49\uff09\uff1b\u5f00\u542f\u6307\u6570\u5b87\u5b99\u767d\u540d\u5355\u65f6\u4ec5\u540c\u6b65\u914d\u7f6e\u7684 tsCode</li>\n<li>\u540c\u82b1\u987a\u677f\u5757\u6307\u6570<br/>\n\u83b7\u53d6\u540c\u82b1\u987a\u6982\u5ff5/\u884c\u4e1a\u7b49\u677f\u5757\u6307\u6570\u76ee\u5f55\uff0c\u4f9b ths_member \u5c55\u5f00</li>\n<li>\u540c\u82b1\u987a\u6982\u5ff5\u677f\u5757\u6210\u5206<br/>\n\u83b7\u53d6\u540c\u82b1\u987a\u6982\u5ff5\u677f\u5757\u6210\u5206\u5217\u8868\uff1b\u672a\u6307\u5b9a\u4ee3\u7801\u65f6\u6309 ths_index \u76ee\u5f55\u5faa\u73af\u62c9\u53d6</li>\n<li>\u4ea4\u6613\u65e5\u5386<br/>\n\u83b7\u53d6\u5404\u5927\u4ea4\u6613\u6240\u4ea4\u6613\u65e5\u5386\u6570\u636e\uff0c\u9ed8\u8ba4\u63d0\u53d6\u7684\u662f\u4e0a\u4ea4\u6240</li>\n<li>\u6307\u6570\u65e5\u7ebf\u884c\u60c5<br/>\n\u6309\u5b98\u65b9\u8981\u6c42\u4ee5 ts_code \u62c9\u53d6\u6307\u6570\u65e5\u7ebf</li>\n<li>\u6bcf\u65e5\u505c\u590d\u724c\u4fe1\u606f<br/>\n\u6309\u65e5\u671f\u65b9\u5f0f\u83b7\u53d6\u80a1\u7968\u6bcf\u65e5\u505c\u590d\u724c\u4fe1\u606f</li>\n<li>A \u80a1\u65e5\u7ebf\u884c\u60c5<br/>\n\u83b7\u53d6\u80a1\u7968\u65e5\u7ebf\u884c\u60c5\u6570\u636e\uff0c\u5305\u62ec\u5f00\u9ad8\u4f4e\u6536\u3001\u6210\u4ea4\u91cf\u3001\u6210\u4ea4\u989d\u7b49</li>\n<li>\u6bcf\u65e5\u6307\u6807<br/>\n\u83b7\u53d6\u5168\u90e8\u80a1\u7968\u6bcf\u65e5\u91cd\u8981\u7684\u57fa\u672c\u9762\u6307\u6807\uff0c\u53ef\u7528\u4e8e\u9009\u80a1\u5206\u6790\u3001\u62a5\u8868\u5c55\u793a\u7b49</li>\n<li>\u590d\u6743\u56e0\u5b50<br/>\n\u83b7\u53d6\u80a1\u7968\u590d\u6743\u56e0\u5b50\uff0c\u53ef\u63d0\u53d6\u5355\u53ea\u80a1\u7968\u5168\u90e8\u5386\u53f2\u590d\u6743\u56e0\u5b50\uff0c\u4e5f\u53ef\u4ee5\u63d0\u53d6\u5355\u65e5\u5168\u90e8\u80a1\u7968\u7684\u590d\u6743\u56e0\u5b50</li>\n<li>\u6bcf\u65e5\u6da8\u8dcc\u505c\u4ef7\u683c<br/>\n\u83b7\u53d6\u5168\u5e02\u573a\uff08\u5305\u542b A \u80a1\u548c B \u80a1\uff09\u6bcf\u65e5\u6da8\u8dcc\u505c\u4ef7\u683c</li>\n<li>\u80a1\u7968\u6280\u672f\u9762\u56e0\u5b50(\u4e13\u4e1a\u7248)<br/>\n\u540c\u6b65 stk_factor_pro \u5b50\u96c6\uff1aMACD / BOLL / RSI / KDJ / MA(5/10/20/30/60)\uff0c\u4e09\u79cd\u590d\u6743\u53e3\u5f84</li>\n<li>\u4e2a\u80a1\u8d44\u91d1\u6d41\u5411<br/>\n\u83b7\u53d6\u6caa\u6df1 A \u80a1\u8d44\u91d1\u6d41\u5411\u6570\u636e\uff0c\u5206\u6790\u5927\u5355\u5c0f\u5355\u6210\u4ea4\u60c5\u51b5\uff0c\u7528\u4e8e\u5224\u522b\u8d44\u91d1\u52a8\u5411</li>\n<li>\u6caa\u6df1\u6e2f\u901a\u8d44\u91d1\u6d41\u5411<br/>\n\u83b7\u53d6\u6caa\u80a1\u901a\u3001\u6df1\u80a1\u901a\u3001\u6e2f\u80a1\u901a\u6bcf\u65e5\u8d44\u91d1\u6d41\u5411\u6570\u636e</li>\n<li>\u4e1c\u65b9\u8d22\u5bcc\u677f\u5757\u8d44\u91d1\u6d41\u5411<br/>\n\u83b7\u53d6\u4e1c\u65b9\u8d22\u5bcc\u6982\u5ff5\u677f\u5757\u53ca\u884c\u4e1a\u677f\u5757\u8d44\u91d1\u6d41\u5411\u6570\u636e</li>\n<li>\u9f99\u864e\u699c\u6bcf\u65e5\u7edf\u8ba1\u5355<br/>\n\u9f99\u864e\u699c\u6bcf\u65e5\u4ea4\u6613\u660e\u7ec6\uff0c\u5305\u62ec\u8425\u4e1a\u90e8\u4e70\u5356\u3001\u51c0\u4e70\u5165\u989d\u7b49</li>\n<li>\u6da8\u8dcc\u505c\u5217\u8868\uff08\u65b0\uff09<br/>\n\u83b7\u53d6 A \u80a1\u6bcf\u65e5\u6da8\u8dcc\u505c\u3001\u70b8\u677f\u6570\u636e\uff0c\u5305\u62ec\u5c01\u5355\u3001\u6210\u4ea4\u989d\u7b49</li>\n<li>\u6da8\u8dcc\u505c\u699c\u5355\uff08\u540c\u82b1\u987a\uff09<br/>\n\u83b7\u53d6\u540c\u82b1\u987a\u6da8\u8dcc\u505c\u699c\u5355\u6570\u636e</li>\n<li>\u6da8\u505c\u8fde\u677f\u664b\u7ea7<br/>\n\u83b7\u53d6\u6bcf\u65e5\u8fde\u677f\u4e2a\u6570\u664b\u7ea7\u7684\u80a1\u7968\uff0c\u5305\u62ec\u80a1\u7968\u4ee3\u7801\u3001\u540d\u79f0\u3001\u4ea4\u6613\u65e5\u671f\u3001\u8fde\u677f\u6b21\u6570\u7b49</li>\n<li>\u6da8\u505c\u6700\u5f3a\u677f\u5757\u7edf\u8ba1<br/>\n\u83b7\u53d6\u6bcf\u5929\u6da8\u505c\u80a1\u7968\u6700\u591a\u7684\u6982\u5ff5\u677f\u5757\uff0c\u5305\u62ec\u677f\u5757\u540d\u79f0\u3001\u6da8\u505c\u6570\u91cf\u3001\u8fde\u677f\u9ad8\u5ea6\u7b49</li>\n<li>\u6bcf\u65e5\u7b79\u7801\u53ca\u80dc\u7387<br/>\n\u83b7\u53d6 A \u80a1\u6bcf\u65e5\u7b79\u7801\u5e73\u5747\u6210\u672c\u548c\u80dc\u7387\u60c5\u51b5\uff0c\u7528\u4e8e\u7b79\u7801\u5206\u5e03\u5206\u6790</li>\n<li>\u6da8\u505c\u590d\u76d8\u65e5\u699c<br/>\n\u83b7\u53d6\u6bcf\u65e5\u6da8\u505c\u590d\u76d8\u9898\u6750\u70ed\u70b9\u4e0e\u5173\u8054\u4e2a\u80a1\u5217\u8868</li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xiebiao", 
        "name": "xiebiao", 
        "avatar": "https://cdn.v2ex.com/avatar/f4f2/ef94/120175_large.png?m=1557985225"
      }, 
      "url": "https://www.v2ex.com/t/1240343", 
      "title": "\u6700\u8fd1\u641e\u4e86\u4e2a\u521b\u4f5c\u8005\u8d5a\u94b1\u5e73\u53f0\uff0c\u6b22\u8fce\u5927\u5bb6\u6765\u70b9\u8bc4\uff0c\u9a82\u4eba\u4e5f\u53ef\u4ee5\uff0c https://opencreators.ai", 
      "id": "https://www.v2ex.com/t/1240343", 
      "date_published": "2026-09-08T03:54:15+00:00", 
      "content_html": "<p>\u4f60\u80fd\u5356\u7684\uff0c\u90fd\u53ef\u4ee5\u5728 <a href=\"https://opencreators.ai\" rel=\"nofollow\">https://opencreators.ai</a> \u6765\u5356\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/barantt01", 
        "name": "barantt01", 
        "avatar": "https://cdn.v2ex.com/avatar/fc60/c289/594434_large.png?m=1736843871"
      }, 
      "url": "https://www.v2ex.com/t/1240335", 
      "title": "\u505a\u4e86\u4e00\u4e2a\u7ade\u901f\u7248\u7684\u8d2a\u5403\u86c7\uff0c\u80fd\u7ed9\u70b9\u73a9\u6cd5\u610f\u89c1\u5417", 
      "id": "https://www.v2ex.com/t/1240335", 
      "date_published": "2026-09-08T03:28:23+00:00", 
      "content_html": "\u8fd9\u4e2a\u662f\u4f53\u9a8c\u5730\u5740:<br /><br /><a target=\"_blank\" href=\"https://game.wdamao.com/word-snake/\" rel=\"nofollow noopener\">https://game.wdamao.com/word-snake/</a><br /><br />\u8fd9\u4e2a\u662f\u6e38\u620f\u622a\u56fe\uff1a<br /><br /><a target=\"_blank\" href=\"https://picui.ogmua.cn/s1/2026/09/08/6a9f803a3a95c.webp\" rel=\"nofollow noopener\">https://picui.ogmua.cn/s1/2026/09/08/6a9f803a3a95c.webp</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/star7th", 
        "name": "star7th", 
        "avatar": "https://cdn.v2ex.com/gravatar/28688ae0c93f06c9f73a3e6ba79e0508?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240331", 
      "title": "\u6211\u7684\u53c8\u4e00\u4e2a C \u7aef\u5de5\u5177\uff0c\u5e55\u6620\u7535\u89c6\u6295\u5c4f\u5de5\u5177", 
      "id": "https://www.v2ex.com/t/1240331", 
      "date_published": "2026-09-08T03:23:21+00:00", 
      "content_html": "<h3>\u524d\u8a00</h3>\n<p>\u6211\u8fd1\u5e74\u5f00\u53d1\u7684\u4e1c\u897f\uff0c\u90fd\u662f\u4ee5\u5f00\u53d1\u8005\u7fa4\u4f53\u7684\u5de5\u5177\u4e3a\u4e3b\u3002\u8fd9\u6b21\u7ec8\u4e8e\u505a\u4e86\u4e00\u4e2a C \u7aef\u5de5\u5177\uff0c\u9762\u5411\u666e\u901a\u7528\u6237\u7684\u7535\u89c6\u6295\u5c4f\u5de5\u5177\u3002\u5e9f\u8bdd\u4e0d\u591a\u8bf4\uff0c\u5f00\u59cb\u4ecb\u7ecd\u4ea7\u54c1\u5427\u3002</p>\n<h3>\u5e55\u6620 MuCast</h3>\n<p>\u628a\u624b\u673a\u3001\u7535\u8111\u4e0a\u7684\u89c6\u9891\u3001\u7167\u7247\u548c\u6574\u4e2a\u5c4f\u5e55\uff0c\u6295\u5230\u7535\u89c6\u4e0a\u64ad\u653e\u3002\u514d\u8d39\uff0c\u6ca1\u6709\u5e7f\u544a\uff0c\u6ca1\u6709\u6c34\u5370\uff0c\u4e5f\u4e0d\u9650\u5236\u6295\u5c4f\u65f6\u957f\u3002\n\u5b8c\u6574\u4ea7\u54c1\u4ecb\u7ecd\uff1a <a href=\"https://www.showdoc.com.cn/mucast/11559060627540009\" rel=\"nofollow\">https://www.showdoc.com.cn/mucast/11559060627540009</a> </p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/w32fPt9K.png\"/></p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/YUYBa33n.png\"/></p>\n<h3>\u4e0b\u8f7d\u5b89\u88c5</h3>\n<ul>\n<li>\u7535\u89c6\u7aef\u5b89\u88c5\uff1a<a href=\"https://www.showdoc.com.cn/p/9c24fc767e1ea43bd17bcfff13755b28\" rel=\"nofollow\">\u300a\u5982\u4f55\u5b89\u88c5 TV \u7aef\u300b</a></li>\n<li>\u624b\u673a / \u7535\u8111\u5ba2\u6237\u7aef\u5b89\u88c5\uff1a<a href=\"https://www.showdoc.com.cn/p/8a7e048f0bbbbee5775159198cf5b47a\" rel=\"nofollow\">\u300a\u5982\u4f55\u5b89\u88c5\u5ba2\u6237\u7aef\u300b</a></li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ljspython", 
        "name": "ljspython", 
        "avatar": "https://cdn.v2ex.com/avatar/ff47/c508/343418_large.png?m=1788837037"
      }, 
      "url": "https://www.v2ex.com/t/1240325", 
      "date_modified": "2026-09-08T03:18:00+00:00", 
      "content_html": "<p>\u5927\u5bb6\u597d\uff0c\u5206\u4eab\u4e00\u4e2a\u6211\u5728\u505a\u7684\u5f00\u6e90\u9879\u76ee\uff1aLayerive \uff0c\u4e00\u4e2a\u672c\u5730\u8fd0\u884c\u7684 AI \u56fe\u7247\u521b\u4f5c\u5de5\u4f5c\u53f0\u3002\nGitHub\uff1a <a href=\"https://github.com/newljs/Layerive\" rel=\"nofollow\">https://github.com/newljs/Layerive</a>\n\u684c\u9762\u5b89\u88c5\u5305\uff1a <a href=\"https://github.com/newljs/Layerive/releases\" rel=\"nofollow\">https://github.com/newljs/Layerive/releases</a></p>\n<h4>\u6838\u5fc3\u80fd\u529b</h4>\n<ul>\n<li>\u6587\u751f\u56fe\uff1a\u4ece\u6587\u5b57\u63cf\u8ff0\u76f4\u63a5\u751f\u6210\u56fe\u7247\u3002</li>\n<li>\u56fe\u751f\u56fe\uff1a\u4ee5\u4e0a\u4f20\u56fe\u7247\u6216\u5386\u53f2\u7248\u672c\u4f5c\u4e3a\u8f93\u5165\u7ee7\u7eed\u521b\u4f5c\uff1b\u4e0a\u4f20\u56fe\u7247\u540e\u4f1a\u81ea\u52a8\u5339\u914d\u5f53\u524d\u6a21\u578b\u6700\u63a5\u8fd1\u7684\u652f\u6301\u6bd4\u4f8b\uff0c\u5c3d\u91cf\u4fdd\u6301\u539f\u56fe\u6784\u56fe\u3002\u622a\u56fe\u540e\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u5de5\u4f5c\u53f0\uff08\u5305\u62ec\u753b\u5e03\u533a\u57df\uff09\u6309 Ctrl+V \u7c98\u8d34\u56fe\u7247\uff0c\u6548\u679c\u4e0e\u4e0a\u4f20\u76f8\u540c\u3002</li>\n<li>\u63d0\u793a\u8bcd\u6539\u56fe\uff1a\u9009\u5b9a\u4e00\u5f20\u56fe\u7247\u540e\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4fee\u6539\u8981\u6c42\u3002</li>\n<li>\u56fe\u7247\u53d8\u6e05\u6670\uff1a\u4e00\u952e\u8c03\u7528\u6539\u56fe\u6a21\u578b\u63d0\u5347\u5f53\u524d\u56fe\u7247\u7684\u6e05\u6670\u5ea6\u4e0e\u7ec6\u8282\uff0c\u5e76\u5c3d\u91cf\u4fdd\u6301\u539f\u6709\u4e3b\u4f53\u3001\u6587\u5b57\u3001\u6784\u56fe\u548c\u98ce\u683c\u4e0d\u53d8\u3002</li>\n<li>\u5c40\u90e8\u4fee\u6539\uff1a\u5728\u753b\u5e03\u4e2d\u6846\u9009\u533a\u57df\u3001\u8f93\u5165\u4fee\u6539\u610f\u89c1\uff1b\u89c6\u89c9\u8bc6\u522b\u6a21\u578b\u4f1a\u7ed3\u5408\u56fe\u7247\u548c\u9009\u533a\u7ec4\u7ec7\u7f16\u8f91\u63d0\u793a\u8bcd\uff0c\u7f16\u8f91\u6a21\u578b\u53ea\u8c03\u6574\u6846\u9009\u8303\u56f4\u5e76\u5c3d\u91cf\u4fdd\u6301\u6846\u5916\u5185\u5bb9\u4e0d\u53d8\u3002</li>\n<li>\u63d0\u53d6\u7d20\u6750\uff1a\u5728\u753b\u5e03\u4e2d\u6846\u9009\u60f3\u63d0\u53d6\u7684\u5185\u5bb9\uff08\u4f8b\u5982\u7535\u5f71\u94f6\u5e55\uff09\uff0c\u7cfb\u7edf\u81ea\u52a8\u622a\u56fe\u540e\u7531\u89c6\u89c9\u8bc6\u522b\u6a21\u578b\u805a\u7126\u6846\u9009\u7684\u4e3b\u4f53\u3001\u5254\u9664\u5708\u5165\u7684\u8fb9\u7f18\u5e72\u6270\uff08\u5982\u4e24\u4fa7\u5ea7\u6905\uff09\uff0c\u518d\u7531\u6539\u56fe\u6a21\u578b\u751f\u6210\u4e00\u5f20\u53ea\u5305\u542b\u8be5\u4e3b\u4f53\u3001\u5185\u5bb9\u4e0e\u539f\u56fe\u4e00\u81f4\u7684\u72ec\u7acb\u7d20\u6750\u56fe\uff1b\u53ef\u9009\u586b\u5199\u8865\u5145\u8bf4\u660e\u5e2e\u52a9\u8bc6\u522b\u610f\u56fe\u3002</li>\n<li>\u6269\u56fe\uff1a\u9009\u62e9\u5f53\u524d\u6a21\u578b\u652f\u6301\u7684\u76ee\u6807\u5c3a\u5bf8 / \u6bd4\u4f8b\uff0c\u5728\u753b\u5e03\u4e2d\u9884\u89c8\u6269\u56fe\u8fb9\u754c\u540e\u786e\u8ba4\uff1b\u7cfb\u7edf\u4ee5\u5f53\u524d\u56fe\u7247\u4e3a\u4e2d\u5fc3\u7ec4\u7ec7\u6269\u56fe\u63d0\u793a\u8bcd\u5e76\u53d1\u8d77\u7f16\u8f91\u3002</li>\n<li>\u56fe\u7247\u6539\u5b57\uff1a\u8bc6\u522b\u6a21\u578b\u5c06\u56fe\u7247\u53ef\u89c1\u6587\u5b57\u6309\u533a\u57df\u62c6\u5206\u4e3a\u53ef\u7f16\u8f91\u8f93\u5165\u6846\uff1b\u4fee\u6539\u540e\u7531\u8bc6\u522b\u6a21\u578b\u751f\u6210\u4ec5\u6539\u6587\u5b57\u7684\u63d0\u793a\u8bcd\uff0c\u518d\u4ea4\u7ed9\u6539\u56fe\u6a21\u578b\u5904\u7406\u3002\u4e5f\u53ef\u624b\u52a8\u6846\u9009\u6587\u5b57\u533a\u57df\uff0c\u65b0\u589e\u6216\u66ff\u6362\u6307\u5b9a\u6587\u5b57\u3002</li>\n<li>\u9879\u76ee\u98ce\u683c\u63d0\u793a\u8bcd\uff1a\u4e3a\u9879\u76ee\u8bbe\u5b9a\u7edf\u4e00\u7684\u6587\u751f\u56fe\u98ce\u683c\uff1b\u6539\u56fe\u64cd\u4f5c\u4fdd\u7559\u539f\u56fe\u8bed\u5883\u3002</li>\n<li>\u63d0\u793a\u8bcd\u753b\u5eca\uff1a\u5728\u5de5\u4f5c\u53f0\u5feb\u901f\u6d4f\u89c8\u3001\u590d\u7528\u63d0\u793a\u8bcd\u548c\u98ce\u683c\u6a21\u677f\uff0c\u8fd8\u652f\u6301\u7ba1\u7406\u4f60\u81ea\u5df1\u7684\u5e93\uff1a\u624b\u52a8\u6dfb\u52a0 / \u7f16\u8f91\u6761\u76ee\uff08\u53ef\u4e0a\u4f20\u914d\u56fe\u6216\u7eaf\u6587\u672c\uff09\uff0c\u4e0a\u4f20\u56fe\u7247\u540e\u53ef\u8ba9\u89c6\u89c9\u8bc6\u522b\u6a21\u578b\u81ea\u52a8\u63d0\u70bc\u5b8c\u6574\u63d0\u793a\u8bcd\u4e0e\u98ce\u683c\u63cf\u8ff0\uff1b\u5728\u5de5\u4f5c\u53f0\u5bf9\u4efb\u610f\u751f\u6210\u56fe\u7247\u70b9\u51fb\u53f3\u952e\u5373\u53ef\u6536\u85cf\u8fdb\u753b\u5eca\uff0c\u63d0\u793a\u8bcd\u81ea\u52a8\u63d0\u70bc\u3002\u9996\u9875 / \u5de5\u4f5c\u53f0 / \u6a21\u578b\u914d\u7f6e\u9876\u680f\u53ef\u4e00\u952e\u5207\u6362\u6697\u8272\u6a21\u5f0f\uff0c\u504f\u597d\u81ea\u52a8\u8bb0\u5fc6\u3002</li>\n<li>\u7248\u672c\u3001\u5bf9\u8bdd\u4e0e\u5bf9\u6bd4\uff1a\u6bcf\u6b21\u751f\u6210\u3001\u7f16\u8f91\u3001\u56fe\u7247\u53d8\u6e05\u6670\u3001\u5c40\u90e8\u4fee\u6539\u6216\u6269\u56fe\u90fd\u4f1a\u4ea7\u751f\u65b0\u7684\u7248\u672c\uff1b\u4e0a\u4f20\u56fe\u7247\u4e5f\u4f1a\u4f5c\u4e3a\u53ef\u8ffd\u6eaf\u7684\u8d77\u59cb\u8282\u70b9\u3002\u9879\u76ee\u5df2\u6709\u56fe\u7247\u540e\u4ecd\u53ef\u7ee7\u7eed\u4e0a\u4f20\u65b0\u7684\u56fe\u7247\uff0c\u5e76\u4ee5\u5176\u4e3a\u8f93\u5165\u8fdb\u884c\u540e\u7eed\u7f16\u8f91\u3002</li>\n<li>\u53ef\u67e5\u770b\u5b8c\u6574\u7248\u672c\u6811\uff1a\u652f\u6301\u7f29\u653e\u3001\u7a7a\u767d\u5904\u62d6\u62fd\u5e73\u79fb\u3001\u70b9\u51fb\u8282\u70b9\u8df3\u8f6c\u753b\u5e03\uff0c\u5e76\u4ece\u4efb\u610f\u8282\u70b9\u7ee7\u7eed\u5f62\u6210\u5206\u652f\u3002\n\u90e8\u5206\u529f\u80fd\u6548\u679c\uff1a </li>\n</ul>\n<p><a href=\"https://imgur.com/ksM3MHH\" rel=\"nofollow\">https://imgur.com/ksM3MHH</a></p>\n<p><a href=\"https://imgur.com/31yp835\" rel=\"nofollow\">https://imgur.com/31yp835</a></p>\n<p><a href=\"https://imgur.com/B5YoBnG\" rel=\"nofollow\">https://imgur.com/B5YoBnG</a></p>\n<p><a href=\"https://imgur.com/azJKPTU\" rel=\"nofollow\">https://imgur.com/azJKPTU</a></p>\n", 
      "date_published": "2026-09-08T03:16:07+00:00", 
      "title": "Layerive\uff1a\u672c\u5730 AI \u56fe\u7247\u5de5\u4f5c\u53f0\u684c\u9762\u7248\u5b89\u88c5\u5305\u5df2\u53d1\u5e03\uff08\u5f00\u6e90\uff09", 
      "id": "https://www.v2ex.com/t/1240325"
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      "url": "https://www.v2ex.com/t/1240317", 
      "title": "[\u5f00\u6e90] Rovai AI 0.2.0\uff1a\u5728\u667a\u80fd\u4f53\u7fa4\u804a\u4e2d\u65b0\u589e\u5355\u804a", 
      "id": "https://www.v2ex.com/t/1240317", 
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      "url": "https://www.v2ex.com/t/1240314", 
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      "date_published": "2026-09-08T02:57:33+00:00", 
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    }, 
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        "url": "https://www.v2ex.com/member/yicheng47", 
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      "url": "https://www.v2ex.com/t/1240311", 
      "title": "Runner\uff1a\u591a\u4e2a coding agent \u7684\u672c\u5730\u7ba1\u7406\u5de5\u5177", 
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      "content_html": "APP \u4e3b\u8981\u529f\u80fd\uff1a<br />1\ufe0f\u20e3 \u9898\u5e93\u7ba1\u7406<br />\u81ea\u7531\u521b\u5efa\u79d1\u76ee\u3001\u7ae0\u8282<br />\u652f\u6301\u5355\u9009\u3001\u591a\u9009\u3001\u5224\u65ad\u3001\u89e3\u7b54 4 \u79cd\u9898\u578b<br />JSON \u6587\u4ef6\u6279\u91cf\u5bfc\u5165\uff0c\u81ea\u52a8\u5efa\u79d1\u76ee\u7ae0\u8282\uff5c\u53ef\u5bfc\u51fa\u5907\u4efd\uff5c\u6a21\u677f\u514d\u8d39\u4e0b\u8f7d<br />2\ufe0f\u20e3 \u5237\u9898\u6a21\u5f0f<br />\u987a\u5e8f\u7ec3\u4e60\uff1a\u9010\u9898\u4f5c\u7b54 + \u5373\u65f6\u89e3\u6790<br />\u6a21\u62df\u8003\u8bd5\uff1a\u6309\u9898\u578b\u56fa\u5b9a\u987a\u5e8f\u7ec4\u5377\uff0c\u4ea4\u5377\u540e\u7edf\u4e00\u51fa\u5206\uff0c\u518d\u9010\u9898\u67e5\u770b\u89e3\u6790<br />\u89e3\u7b54\u9898\u81ea\u8bc4\uff1a\u300c\u6211\u7b54\u5bf9\u4e86 / \u7b54\u9519\u4e86\u300d\u81ea\u4e3b\u5224\u5b9a<br />3\ufe0f\u20e3 \u9519\u9898\u7cfb\u7edf<br />\u7b54\u9519\u81ea\u52a8\u6536\u5f55\uff0c\u7b54\u5bf9\u81ea\u52a8\u79fb\u9664<br />\u6309\u79d1\u76ee\u67e5\u770b\uff0c\u53ea\u8bb0\u6700\u8fd1\u4e00\u6b21\u9519\u8bef<br />4\ufe0f\u20e3 \u6279\u91cf\u7ba1\u7406<br />\u9898\u76ee\u7ba1\u7406\uff1a\u7ae0\u8282\u7b5b\u9009\u3001\u72b6\u6001\u7b5b\u9009\u3001\u6279\u91cf\u6709\u6548/\u65e0\u6548/\u5220\u9664<br />\u8003\u8bd5\u7ba1\u7406\uff1a\u5386\u6b21\u6210\u7ee9\u5b58\u6863\u3001\u8bd5\u5377\u5feb\u7167\u6c38\u4e45\u4fdd\u7559\u3001\u6279\u91cf\u64cd\u4f5c<br />5\ufe0f\u20e3 \u4e91\u540c\u6b65<br />\u90ae\u7bb1\u9a8c\u8bc1\u7801\u6ce8\u518c\u767b\u5f55<br />\u9898\u5e93 + \u8003\u8bd5\u8bb0\u5f55\u6574\u5305\u5907\u4efd<br />\u6362\u673a\u6062\u590d\u53ef\u9009\u300c\u5408\u5e76\u300d\u6216\u300c\u6e05\u7a7a\u8fd8\u539f\u300d<br />\u7eaf\u672c\u5730\u8fd0\u884c\u4e5f\u5b8c\u5168 OK \uff0c\u4e91\u5907\u4efd\u53ea\u662f\u52a0\u5206\u9879\uff5e<br /><br />\u5730\u5740\uff1a <a target=\"_blank\" href=\"https://pan.quark.cn/s/ff3d13daced8?pwd=cBbR\" rel=\"nofollow noopener\">https://pan.quark.cn/s/ff3d13daced8?pwd=cBbR</a><br /><br />\u672c\u8eab\u662f JAVA \u5f00\u53d1\uff0c\u7b2c\u4e00\u6b21\u81ea\u52a8\u5316\u5199\u5b89\u5353\u5e94\u7528\uff0c\u542c\u53d6\u4e0b\u5927\u5bb6\u610f\u89c1\uff0c\u8c22\u8c22"
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        "url": "https://www.v2ex.com/member/szxczyc", 
        "name": "szxczyc", 
        "avatar": "https://cdn.v2ex.com/avatar/d059/8fe8/206468_large.png?m=1788801592"
      }, 
      "url": "https://www.v2ex.com/t/1240226", 
      "title": "\u6709\u4e70\u4e86 ulanzi Vibekey \u7684\u670b\u53cb\u5417?\u5acc\u5b98\u65b9 app \u4e0d\u597d\u7528 vibecoding \u4e86\u4e00\u4e2a", 
      "id": "https://www.v2ex.com/t/1240226", 
      "date_published": "2026-09-07T17:26:15+00:00", 
      "content_html": "<p>\u5b98\u65b9 app \u6bd4\u8f83\u5927\uff0c\u800c\u4e14\u4e0d\u652f\u6301\u8df3\u8f6c app \uff0c\u82b1\u4e86\u70b9\u65f6\u95f4\u8ba9 claude \u641e\u4e86\u4e00\u6ce2\u3002\n\u987a\u5e26\u641e\u4e86\u4e2a apple \u5f00\u53d1\u8005\u8d26\u53f7\uff0c\u53d1\u5e03\u5728 homebrew \u4e0a\uff0c\u9879\u76ee\u53eb <strong>Open VibeKey</strong>\uff0c\u60f3\u5206\u4eab\u7ed9\u540c\u6837\u5728\u7528 VibeKey \u7684\u670b\u53cb\u3002</p>\n<p>\u9879\u76ee\u5730\u5740\uff1a</p>\n<ul>\n<li><a href=\"https://openvibekey.palaemon.dev\" rel=\"nofollow\">https://openvibekey.palaemon.dev</a></li>\n</ul>\n<p><img alt=\"OpenVibeKey\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/OOLyu7C.jpeg\"/></p>\n<h2>\u5b83\u80fd\u505a\u4ec0\u4e48</h2>\n<ul>\n<li>\u4e3a\u6309\u952e\u3001\u65cb\u94ae\u5de6\u53f3\u8f6c\u548c\u6309\u4e0b\u52a8\u4f5c\u8bbe\u7f6e\u5feb\u6377\u952e\u6216\u5a92\u4f53\u63a7\u5236</li>\n<li>\u5c06\u6309\u952e\u6216\u65cb\u94ae\u6309\u4e0b\u7ed1\u5b9a\u4e3a\u6253\u5f00 / \u5207\u6362\u6307\u5b9a App</li>\n<li>\u4fdd\u5b58\u591a\u5957\u914d\u7f6e\uff0c\u5e76\u5728\u83dc\u5355\u680f\u5feb\u901f\u5207\u6362</li>\n<li>\u8c03\u6574\u8bbe\u5907\u706f\u5149\u3001\u9ea6\u514b\u98ce\u5f00\u5173\u3001\u964d\u566a\u548c\u8f93\u5165\u97f3\u91cf</li>\n<li>\u5728\u83dc\u5355\u680f\u5207\u6362 Mac \u7684\u97f3\u9891\u8f93\u5165\u8bbe\u5907\uff0c\u5e76\u53ef\u9501\u5b9a\u5e38\u7528\u8f93\u5165</li>\n<li>\u67e5\u770b\u8fde\u63a5\u72b6\u6001\u3001\u7535\u91cf\u548c\u56fa\u4ef6\u4fe1\u606f</li>\n<li>\u652f\u6301\u767b\u5f55\u65f6\u81ea\u52a8\u542f\u52a8</li>\n</ul>\n"
    }, 
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      "author": {
        "url": "https://www.v2ex.com/member/DejavuMoe", 
        "name": "DejavuMoe", 
        "avatar": "https://cdn.v2ex.com/avatar/1739/33b7/532638_large.png?m=1788062139"
      }, 
      "url": "https://www.v2ex.com/t/1240224", 
      "title": "PicForge v0.15.0 / \u6279\u91cf\u56fe\u7247\u538b\u7f29 / Android / iOS \u5b9e\u51b5\u7167\u7247\u89e3\u5305\u548c\u8f6c\u6362\u5de5\u5177", 
      "id": "https://www.v2ex.com/t/1240224", 
      "date_published": "2026-09-07T16:45:23+00:00", 
      "content_html": "<p>PicForge \u662f\u4e00\u6b3e\u672c\u5730\u4f18\u5148\uff08 Local-first \uff09\u7684\u5f00\u6e90\u6d4f\u89c8\u5668\u5a92\u4f53\u5de5\u5177\u7bb1\uff0c\u4e13\u4e3a\u9ad8\u901a\u91cf\u6279\u91cf\u56fe\u7247\u538b\u7f29\u3001Android \u52a8\u6001\u7167\u7247\u63d0\u53d6\u4ee5\u53ca\u8de8\u5e73\u53f0 iOS \u5b9e\u51b5\u7167\u7247\u8f6c\u7801\u8bbe\u8ba1\u3002</p>\n<p>\u4e0e\u4f20\u7edf\u4f9d\u8d56\u4e91\u7aef\u670d\u52a1\u7684\u8f6c\u6362\u5de5\u5177\u4e0d\u540c\uff0cPicForge \u7684\u6240\u6709\u89e3\u7801\u3001\u5904\u7406\u4e0e\u7f16\u7801\u7ba1\u7ebf\u5747\u5728\u5ba2\u6237\u7aef Web Worker \u4e0e WebAssembly \u8fd0\u884c\u65f6\u4e2d\u6267\u884c\u3002\u7528\u6237\u7684\u7167\u7247\u4e0e\u89c6\u9891\u8d44\u4ea7\u5b8c\u5168\u505c\u7559\u5728\u672c\u5730\u8bbe\u5907\u5185\u5b58\u4e2d\uff0c\u4e0d\u5411\u4efb\u4f55\u8fdc\u7a0b\u670d\u52a1\u5668\u53d1\u9001\u8bf7\u6c42\u3002</p>\n<ul>\n<li>\u5728\u7ebf\u4f53\u9a8c\uff1a <a href=\"https://picforge.de/\" rel=\"nofollow\">https://picforge.de/</a></li>\n<li>\u5f00\u6e90\u5730\u5740\uff1a <a href=\"https://github.com/DejavuMoe/PicForge\" rel=\"nofollow\">https://github.com/DejavuMoe/PicForge</a></li>\n</ul>\n<p>\u9664\u4e86\u56fe\u7247\u6279\u91cf\u5feb\u901f\u538b\u7f29\n<img alt=\"image.webp\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://sb.sb.sb/attachments/oks5yewbhjlv/image.webp\"/></p>\n<p>\u8fd8\u652f\u6301 Android \u5b9e\u51b5\u7167\u7247\u65e0\u635f\u89e3\u5305\u4e3a JPG + MP4, iOS \u5b9e\u51b5\u7167\u7247\u672a\u4fee\u6539\u6e90\u6587\u4ef6\u51e0\u4e4e\u65e0\u635f\u8f6c\u6362\u4e3a JPG + MP4 \uff08 H.264+AAC \uff09, \u65b9\u4fbf\u4f60\u5728\u81ea\u5df1\u7684\u535a\u5ba2\u6216\u8005\u7f51\u7ad9\u63d2\u5165\u5b9e\u51b5\u7167\u7247\u3002</p>\n<p>\u6548\u679c\u6f14\u793a\uff1a <a href=\"https://blog.dejavu.moe/posts/days-with-not-much-light/\" rel=\"nofollow\">https://blog.dejavu.moe/posts/days-with-not-much-light/</a></p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/masker666", 
        "name": "masker666", 
        "avatar": "https://cdn.v2ex.com/gravatar/afccbf89f5b1106362d7bb3eb4d3b27d?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1240223", 
      "title": "\u4e45\u5750\u515a\uff0c\u505a\u4e86\u4e00\u4e2a iPhone \u4e0a\u7684\u4e45\u5750\u63d0\u9192 App\uff1a MoveToZero", 
      "id": "https://www.v2ex.com/t/1240223", 
      "date_published": "2026-09-07T16:41:21+00:00", 
      "content_html": "<p>\u548c\u666e\u901a\u7684\u201c\u65f6\u95f4\u5230\u4e86\u5f39\u4e2a\u901a\u77e5\u201d\u4e0d\u592a\u4e00\u6837\uff0c\u5b83\u63d0\u9192\u4e4b\u540e\u4f1a\u7ed9\u4e00\u4e2a\u6b65\u6570\u76ee\u6807\uff0c\u8d70\u5b8c\u8fd9\u4e00\u5c0f\u6bb5\u624d\u7b97\u5b8c\u6210\u4e00\u8f6e\u3002</p>\n<p><a href=\"https://movetozero.site/\" rel=\"nofollow\">https://movetozero.site/</a></p>\n<p>\u540e\u6765\u53c8\u987a\u624b\u505a\u4e86\u4e2a\u66f4\u7b80\u5355\u7684\u7f51\u9875\u7248\uff0c\u4e0d\u60f3\u88c5 App \u7684\u8bdd\uff0c\u6253\u5f00\u7f51\u9875\u8bbe\u4e2a\u65f6\u95f4\u5c31\u80fd\u7528\uff0c\u652f\u6301\u58f0\u97f3\u548c\u6d4f\u89c8\u5668\u901a\u77e5\u3002</p>\n<p><a href=\"https://standupreminder.com/\" rel=\"nofollow\">https://standupreminder.com/</a></p>\n<p>\u4e24\u4e2a\u90fd\u662f\u56f4\u7ed5\u4e45\u5750\u63d0\u9192\u8fd9\u4e2a\u9700\u6c42\u505a\u7684\uff0c\u4e00\u4e2a\u504f\u5b8c\u6574\u7684 App \uff0c\u4e00\u4e2a\u504f\u8f7b\u91cf\u7f51\u9875\u5de5\u5177\u3002</p>\n<p>\u6709\u9700\u8981\u7684\u53ef\u4ee5\u8bd5\u8bd5\u3002</p>\n"
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      "author": {
        "url": "https://www.v2ex.com/member/jiames1969", 
        "name": "jiames1969", 
        "avatar": "https://cdn.v2ex.com/avatar/6c3a/37a7/755972_large.png?m=1788769859"
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      "url": "https://www.v2ex.com/t/1240200", 
      "title": "Submify\uff1a\u628a\u4ea7\u54c1\u76ee\u5f55\u63d0\u4ea4\u6574\u7406\u6210\u53ef\u8ffd\u8e2a\u7684\u5de5\u4f5c\u6d41", 
      "id": "https://www.v2ex.com/t/1240200", 
      "date_published": "2026-09-07T14:21:02+00:00", 
      "content_html": "<p>\u6700\u8fd1\u505a\u4e86\u4e00\u4e2a\u7ed9\u4ea7\u54c1\u63d0\u4ea4\u7528\u7684\u5c0f\u5de5\u5177\uff1aSubmify \uff08 <a href=\"https://submify.app\" rel=\"nofollow\">https://submify.app</a> \uff09\u3002</p>\n<p>\u5b83\u4e3b\u8981\u89e3\u51b3\u7684\u662f\u628a\u4ea7\u54c1\u4fe1\u606f\u3001\u76ee\u5f55\u673a\u4f1a\u548c\u63d0\u4ea4\u8fdb\u5ea6\u5206\u6563\u5728\u8868\u683c\u3001\u6536\u85cf\u5939\u548c\u804a\u5929\u8bb0\u5f55\u91cc\u7684\u95ee\u9898\u3002\u73b0\u5728\u53ef\u4ee5\u5728\u4e00\u4e2a\u5de5\u4f5c\u6d41\u91cc\u7ef4\u62a4\u4ea7\u54c1\u8d44\u6599\uff0c\u51c6\u5907\u4e0d\u540c\u76ee\u5f55\u9700\u8981\u7684\u6807\u9898\u3001\u63cf\u8ff0\u548c\u94fe\u63a5\uff0c\u7136\u540e\u8bb0\u5f55\u6bcf\u6b21\u63d0\u4ea4\u548c\u540e\u7eed\u72b6\u6001\u3002</p>\n<p>\u76ee\u524d\u6bd4\u8f83\u5e38\u7528\u7684\u90e8\u5206\uff1a</p>\n<ul>\n<li>\u590d\u7528\u4ea7\u54c1\u8d44\u6599\uff0c\u51cf\u5c11\u91cd\u590d\u586b\u5199</li>\n<li>\u6309\u76ee\u5f55\u6574\u7406\u63d0\u4ea4\u673a\u4f1a\u548c\u8981\u6c42</li>\n<li>\u8ddf\u8e2a\u5df2\u63d0\u4ea4\u3001\u5ba1\u6838\u4e2d\u3001\u5df2\u4e0a\u7ebf\u7b49\u72b6\u6001</li>\n<li>\u7ed9\u56e2\u961f\u6216\u4ee3\u7406\u4fdd\u7559\u7edf\u4e00\u7684\u63d0\u4ea4\u8bb0\u5f55</li>\n</ul>\n<p>\u9002\u5408\u6b63\u5728\u505a\u4ea7\u54c1\u5206\u53d1\u3001\u76ee\u5f55\u6536\u5f55\u6216\u65e9\u671f SEO \u7684\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\u3002\u6b22\u8fce\u8bd5\u7528\uff0c\u4e5f\u60f3\u542c\u542c\u5927\u5bb6\u5728\u4ea7\u54c1\u63d0\u4ea4\u6d41\u7a0b\u91cc\u6700\u5bb9\u6613\u5361\u4f4f\u7684\u73af\u8282\u3002</p>\n"
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        "name": "zxhywork", 
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      }, 
      "url": "https://www.v2ex.com/t/1240197", 
      "title": "MiniMax H3 Max", 
      "id": "https://www.v2ex.com/t/1240197", 
      "date_published": "2026-09-07T14:13:14+00:00", 
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      "author": {
        "url": "https://www.v2ex.com/member/crazyvbmxm", 
        "name": "crazyvbmxm", 
        "avatar": "https://cdn.v2ex.com/gravatar/3de9982882e82a13575c78c66c5fd3bd?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1240196", 
      "title": "\u7ed9\u79d1\u7814\u5b9d\u5b9d\u7684\u5de5\u5177\uff1a EasyReader \u5347\u7ea7\u5230 1.3.0", 
      "id": "https://www.v2ex.com/t/1240196", 
      "date_published": "2026-09-07T14:07:44+00:00", 
      "content_html": "\u6211\u4eec\u7684\u56e2\u961f\u505a\u4e86\u4e00\u4e2a\u8bba\u6587\u9605\u8bfb\u8f6f\u4ef6 EasyReader\uff1a<br />\u8fd9\u6b3e\u5de5\u5177\u7684\u4eae\u70b9\uff1a<br />1 \uff0c\u5168\u6587\u7ffb\u8bd1\uff0c\u4e0d\u662f\u666e\u901a\u673a\u7ffb\uff0c\u662f llm \u5927\u6a21\u578b AI \u7ffb\u8bd1\uff0c\u5bf9\u5b66\u672f\u8bed\u8a00\u98ce\u683c\u8fdb\u884c\u4e86\u8c03\u6821\u3002\u53ef\u4ee5\u9009\u62e9\u4f60\u7684\u5b66\u79d1\uff0c\u8fd9\u6837\u7ffb\u8bd1\u66f4\u51c6\u786e\uff01<br />2 \uff0c\u6392\u7248\u8fd8\u539f\uff0c\u516c\u5f0f\u56fe\u8868\u4e0d\u4e71\u7801\uff1b\u57fa\u672c\u4e0a\uff08 90%\uff09\u5e38\u89c1\u7684\u8bba\u6587\u7684\u6392\u7248\u90fd\u662f\u5b8c\u7f8e\u8fd8\u539f\u3002<br />3 \uff0c\u5927\u6a21\u578b\u8f85\u52a9\u9605\u8bfb\uff1a\u4e00\u952e\u751f\u6210\u601d\u7ef4\u5bfc\u56fe\u3001\u8bba\u6587\u5bfc\u8bfb\u3001\u63d0\u53d6 LaTeX \u516c\u5f0f\u7b49<br />4 \uff0c\u8de8\u5e93\u641c\u6587\u732e + \u8bed\u4e49\u5339\u914d\u67e5\u8be2\uff08\u76ee\u524d\u8bed\u4e49\u5339\u914d\u53ea\u652f\u6301\u5728 arxiv \u5185\u7684\u8bba\u6587\u5e93\u67e5\u8be2\uff09<br /><br />\u65b0\u589e\u529f\u80fd\uff1a<br />\u6839\u636e\u8bba\u6587\u5185\u5bb9\uff0c\u667a\u80fd\u83b7\u53d6\u76f8\u5173\u8bba\u6587<br />\u4f18\u5316\u6807\u7b7e\u663e\u793a\uff0c\u589e\u52a0\u81ea\u5b9a\u4e49\u6807\u7b7e\u7684\u529f\u80fd<br /><br /><br />\u7f51\u5740\uff1a <a target=\"_blank\" href=\"https://www.easyreader.com.cn/\" rel=\"nofollow noopener\">https://www.easyreader.com.cn/</a><br /><br />\u76ee\u524d\u6211\u4eec\u6b63\u5728\u4e0d\u65ad\u5b8c\u5584\u8f6f\u4ef6\uff0c\u8fd8\u6709\u4e9b bug \u3002\u6b22\u8fce\u63d0\u4f9b\u5bf9\u4e8e\u8f6f\u4ef6\u7684\u4f7f\u7528\u5efa\u8bae\u3002<br /><br />\u53e6\u5916\uff0c\u4ece 1.1.9 \u5f00\u59cb\uff0c\u5df2\u7ecf\u652f\u6301 macos \u7cfb\u7edf<br /><br />\u5206\u4eab\u8d44\u6e90\uff1a<br />1 \uff0c\u6ce8\u518c\u540e\u4f1a\u6709\u4e00\u4e2a\u514d\u8d39\u7684\u4f7f\u7528\u989d\u5ea6\u3002<br />2 \uff0c\u9080\u8bf7\u7801\u9080\u8bf7\u6ce8\u518c\u518d\u5f97\u5230\u4e00\u4e2a\u514d\u8d39\u8d44\u6e90\u5305<br />3 \uff0c\u70b9\u51fb\u514d\u8d39\u7801\u5151\u6362\u8f93\u5165 3792 \u518d\u83b7\u5f97\u4e00\u4e2a\u514d\u8d39\u8d44\u6e90\u5305\u3002\uff08 9 \u6708\u5185\u6709\u6548\uff0c\u5982\u679c\u901a\u8fc7\u8f6f\u4ef6\u626b\u7801\u5173\u6ce8\u516c\u4f17\u53f7\uff0c\u6bcf\u4e2a\u6708\u90fd\u6709\u4e00\u4e2a\u514d\u8d39\u7801\u53ef\u4ee5\u5bf9\u8bdd\uff09"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/zhuzhifen", 
        "name": "zhuzhifen", 
        "avatar": "https://cdn.v2ex.com/gravatar/21791d347d250e6e8b61865f8357fe27?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240188", 
      "title": "\u5206\u4eab\u4e00\u4e2a\u7528 MiniMax H3 Max \u505a\u77ed\u89c6\u9891\u7684\u5728\u7ebf\u5de5\u4f5c\u53f0\uff1a\u652f\u6301\u539f\u751f\u97f3\u9891", 
      "id": "https://www.v2ex.com/t/1240188", 
      "date_published": "2026-09-07T13:25:44+00:00", 
      "content_html": "<p>\u5927\u5bb6\u597d\uff0c\u6211\u4eec\u505a\u4e86\u4e00\u4e2a H3 Max Generator\uff1a</p>\n<p><a href=\"https://h3maxgenerator.org/\" rel=\"nofollow\">https://h3maxgenerator.org/</a></p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u6d4f\u89c8\u5668\u91cc\u7684\u77ed\u89c6\u9891\u751f\u6210\u5de5\u4f5c\u53f0\uff0c\u57fa\u4e8e MiniMax H3 Max \uff0c\u652f\u6301\uff1a</p>\n<ul>\n<li>\u6587\u751f\u89c6\u9891\u3001\u56fe\u751f\u89c6\u9891</li>\n<li>\u53ef\u9009\u9996\u5e27\u548c\u5c3e\u5e27\uff0c\u63a7\u5236\u955c\u5934\u8fc7\u6e21</li>\n<li>\u5728\u540c\u4e00\u6bb5\u63d0\u793a\u8bcd\u91cc\u63cf\u8ff0\u753b\u9762\u3001\u955c\u5934\u3001\u5bf9\u767d\u3001\u73af\u5883\u58f0\u3001\u97f3\u4e50\u548c\u97f3\u6548</li>\n<li>5 / 10 / 15 \u79d2\uff0c480P / 768P \uff0c\u4ee5\u53ca\u6a2a\u5c4f\u3001\u7ad6\u5c4f\u3001\u65b9\u5f62\u7b49\u6bd4\u4f8b</li>\n</ul>\n<p>\u6211\u4eec\u505a\u5b83\u7684\u521d\u8877\uff0c\u662f\u5e0c\u671b\u628a\u201c\u753b\u9762\u8fd0\u52a8\u201d\u548c\u201c\u58f0\u97f3\u8bbe\u8ba1\u201d\u653e\u8fdb\u540c\u4e00\u4e2a\u53ef\u53cd\u590d\u8fed\u4ee3\u7684\u6d41\u7a0b\u91cc\uff0c\u800c\u4e0d\u662f\u5728\u591a\u4e2a\u5de5\u5177\u4e4b\u95f4\u6765\u56de\u62fc\u63a5\u3002</p>\n<p>\u7f51\u7ad9\u91cc\u653e\u4e86\u51e0\u4e2a\u793a\u4f8b\uff0c\u5206\u522b\u6d4b\u8bd5\u4e86\u955c\u5934\u8ddf\u62cd\u3001\u9996\u5c3e\u5e27\u8fc7\u6e21\u3001\u4eba\u7269\u8fde\u7eed\u6027\u3001\u540c\u6b65\u58f0\u97f3\u3001\u7edf\u4e00\u827a\u672f\u98ce\u683c\u548c\u591a\u6b65\u9aa4\u53d8\u5f62\u3002</p>\n<p>\u76ee\u524d\u751f\u6210\u89c6\u9891\u9700\u8981\u767b\u5f55\u5e76\u6d88\u8017 credits \u3002\u6b22\u8fce\u5927\u5bb6\u5e2e\u5fd9\u4f53\u9a8c\uff0c\u5c24\u5176\u60f3\u542c\u542c\u5bf9\u8fd0\u52a8\u7a33\u5b9a\u6027\u3001\u97f3\u753b\u540c\u6b65\u3001\u63d0\u793a\u8bcd\u7ec4\u7ec7\u65b9\u5f0f\u548c\u6574\u4f53\u5de5\u4f5c\u6d41\u7684\u53cd\u9988\u3002</p>\n<p>\u8c22\u8c22\uff01</p>\n"
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      "title": "\u5206\u4eab\u4e00\u4e0b\u4e24\u4e2a\u6708\u524d\u505a\u4e86\u4e2a iOS \u5de5\u5177 MailTrace\u300c\u90ae\u7bb1\u7559\u75d5\u300d\uff1a\u7ed9\u7167\u7247\u548c\u622a\u56fe\u52a0\u65f6\u95f4\u6c34\u5370\u5e76\u90ae\u4ef6\u5f52\u6863", 
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      "url": "https://www.v2ex.com/t/1240185", 
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      "content_html": "<p>\u73b0\u5728\u8fd8\u6709\u4eba\u73a9\u6587\u6e38\u5417\uff0c\u6c42\u6c42\u4e86\u6765\u70b9\u4eba\u5427\u3002</p>\n<p><img alt=\"IMG_1348.png \u00b7 120\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.cdn1.vip/i/6a9eb8a07a6fe_1788786848.webp\"/></p>\n", 
      "date_published": "2026-09-07T13:17:45+00:00", 
      "title": "\u767e\u4ebf token\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u6587\u6e38\u7f51\u7ad9", 
      "id": "https://www.v2ex.com/t/1240185"
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    {
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        "url": "https://www.v2ex.com/member/cillian", 
        "name": "cillian", 
        "avatar": "https://cdn.v2ex.com/avatar/a56a/c42e/648543_large.png?m=1788784776"
      }, 
      "url": "https://www.v2ex.com/t/1240172", 
      "title": "CiliKube 1.5.0 \uff1a AI \u53ef\u4ee5\u63a7\u5236\u96c6\u7fa4\uff0c\u4f46\u6709\u4e2a AI \u7ba1\u7406\u9762\u677f\u66f4\u597d\u5427\uff0c Demo \u53ef\u70b9", 
      "id": "https://www.v2ex.com/t/1240172", 
      "date_published": "2026-09-07T12:42:46+00:00", 
      "content_html": "<p>\u4e0d\u7ba1\u662f\u5f00\u53d1\u8fd8\u662f SRE \u7b49\u7b49\uff0c\u591a\u591a\u5c11\u5c11\u90fd\u4f1a\u63a5\u89e6 k8s \u5427\uff0c\u6709\u4e2a\u5f00\u6e90\u9762\u677f\u53ef\u4ee5\u5e2e\u52a9\u5b66\u4e60\u4e5f\u80fd\u66f4\u653e\u5fc3\u7684\u64cd\u4f5c\u96c6\u7fa4\uff0c\u800c\u4e0d\u662f\u5168\u6743\u6388\u4e88 AI \u6743\u9650\u53bb\u64cd\u4f5c\u96c6\u7fa4\uff0c\u76f4\u63a5\u70b9 demo \uff0c\u7559\u4e0b\u4f60\u7684\u5efa\u8bae\u5427\uff01</p>\n<p>Demo\uff1a <a href=\"https://cilikube.cillian.website\" rel=\"nofollow\">https://cilikube.cillian.website</a></p>\n<p>GitHub\uff1a <a href=\"https://github.com/ciliverse/cilikube/\" rel=\"nofollow\">https://github.com/ciliverse/cilikube/</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/joe1chief", 
        "name": "joe1chief", 
        "avatar": "https://cdn.v2ex.com/gravatar/abda35d8d2b1aa1158e580f193f5e9c0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240170", 
      "title": "\u505a\u4e86\u4e00\u4e2a LLM / Agent \u8bc4\u6d4b\u57fa\u51c6\u6d4f\u89c8\u5668\uff0c\u628a\u6570\u636e\u6784\u5efa\u548c\u8bc4\u5206\u6d41\u7a0b\u653e\u5728\u4e00\u8d77\u770b", 
      "id": "https://www.v2ex.com/t/1240170", 
      "date_published": "2026-09-07T12:41:51+00:00", 
      "content_html": "<p>\u7ed9 Agent \u9009 benchmark \u65f6\uff0c\u6211\u7ecf\u5e38\u8981\u5728\u8bba\u6587\u3001\u4ed3\u5e93\u548c\u6570\u636e\u96c6\u9875\u9762\u4e4b\u95f4\u6765\u56de\u5207\u6362\uff1a\u5b83\u6d4b\u7684\u662f\u4ec0\u4e48\u80fd\u529b\uff1f\u4efb\u52a1\u600e\u4e48\u6765\u7684\uff1f Agent \u80fd\u770b\u5230\u54ea\u4e9b\u4fe1\u606f\u3001\u8c03\u7528\u4ec0\u4e48\u5de5\u5177\uff1f\u6700\u540e\u5230\u5e95\u6309\u4ec0\u4e48\u5224\u6210\u529f\uff1f</p>\n<p>\u6211\u505a\u4e86\u4e00\u4e2a <strong>LLM Benchmark Costco</strong>\uff0c\u76ee\u524d\u6574\u7406\u4e86 <strong>610 \u4e2a LLM / Agent \u8bc4\u6d4b\u57fa\u51c6</strong>\uff0c\u5e0c\u671b\u8ba9\u8fd9\u4e00\u6b65\u66f4\u65b9\u4fbf\uff1a</p>\n<ul>\n<li>\u6309\u80fd\u529b\u7c7b\u522b\u3001\u5e74\u4efd\u3001\u5f00\u653e\u7a0b\u5ea6\u7b49\u6761\u4ef6\u7b5b\u9009\u5019\u9009\u3002</li>\n<li>\u67e5\u770b\u4e2d\u82f1\u4ecb\u7ecd\u3001\u8bba\u6587\u4e0e\u5b98\u65b9\u9879\u76ee\u5165\u53e3\u3002</li>\n<li>\u7528\u6d41\u7a0b\u56fe\u5206\u522b\u770b\u6570\u636e\u6784\u5efa\u548c\u8fd0\u884c\u8bc4\u6d4b\uff0c\u5e76\u5c55\u5f00\u5206\u652f\u3001\u5faa\u73af\u548c\u9636\u6bb5\u8bf4\u660e\u3002</li>\n</ul>\n<p>\u53ef\u4ee5\u5148\u4ece <a href=\"https://joe1chief.github.io/llm-benchmark-costco/?benchmark=AutomationBench&amp;q=AutomationBench\" rel=\"nofollow\">AutomationBench \u8fd9\u4e2a\u4f8b\u5b50</a>\u8bd5\u8bd5\uff0c\u6253\u5f00\u201c\u6784\u5efa\u6d41\u7a0b / Build Process\u201d\uff0c\u770b\u770b\u8de8\u5e94\u7528\u4efb\u52a1\u3001\u5de5\u5177\u8c03\u7528\u548c\u7ec8\u6001\u8bc4\u5206\u662f\u600e\u6837\u8fde\u8d77\u6765\u7684\u3002\u6574\u7406\u540e\u7684\u8bf4\u660e\u4e5f\u533a\u5206\u4e86\u516c\u5f00\u4efb\u52a1\u3001\u672c\u5730\u6210\u7ee9\u548c\u5b98\u65b9\u79c1\u6709\u699c\u5355\u7684\u8303\u56f4\u3002</p>\n<p><a href=\"https://joe1chief.github.io/llm-benchmark-costco/\" rel=\"nofollow\">\u76f4\u63a5\u4f7f\u7528</a> \u00b7 <a href=\"https://github.com/joe1chief/llm-benchmark-costco\" rel=\"nofollow\">GitHub \u4ee3\u7801\u4e0e\u53cd\u9988</a></p>\n<p>\u7f51\u9875\u65e0\u9700\u6ce8\u518c\u3002\u5b83\u7528\u4e8e\u68c0\u7d22\u57fa\u51c6\u548c\u7406\u89e3\u534f\u8bae\uff1b\u771f\u6b63\u590d\u73b0\u65f6\uff0c\u4ecd\u5e94\u56de\u5230\u5bf9\u5e94\u7248\u672c\u7684\u539f\u8bba\u6587\u3001\u6570\u636e\u548c\u5b98\u65b9\u5b9e\u73b0\u3002\u5185\u5bb9\u4f1a\u6709\u9057\u6f0f\u6216\u7406\u89e3\u504f\u5dee\uff0c\u6b22\u8fce\u6307\u51fa\u5177\u4f53\u6761\u76ee\u548c\u6765\u6e90\u4f4d\u7f6e\u3002</p>\n<p>\u60f3\u9080\u8bf7\u6b63\u5728\u505a LLM / Agent \u8bc4\u6d4b\u7684\u540c\u5b66\uff0c\u62ff\u4e00\u4e2a\u624b\u5934\u7684\u771f\u5b9e\u9700\u6c42\u8bd5\u4e00\u4e0b\uff1a<strong>\u4f60\u80fd\u5426\u636e\u6b64\u627e\u5230\u4e00\u4e2a\u503c\u5f97\u8fdb\u4e00\u6b65\u590d\u73b0\u7684\u57fa\u51c6\uff1f\u6700\u7f3a\u54ea\u4e00\u9879\u4fe1\u606f\uff1f</strong></p>\n<p>\u5982\u679c\u65b9\u4fbf\u53cd\u9988\uff0c\u544a\u8bc9\u6211\u201c\u8bc4\u6d4b\u4efb\u52a1 + \u770b\u4e86\u54ea\u4e2a\u6761\u76ee + \u5361\u5728\u54ea\u4e00\u6b65\u201d\u5c31\u5f88\u6709\u5e2e\u52a9\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shaxiaozili", 
        "name": "shaxiaozili", 
        "avatar": "https://cdn.v2ex.com/gravatar/5f6b3b2a242e71fa7b270d4beb22432c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240169", 
      "title": "\u4e00\u4e2a\u7ea6 1800 \u884c\u7684 agent \u6846\u67b6\u5185\u6838\uff1a\u4e3a\u4e86\u771f\u6b63\u641e\u61c2 LangGraph", 
      "id": "https://www.v2ex.com/t/1240169", 
      "date_published": "2026-09-07T12:36:51+00:00", 
      "content_html": "<p>\u6211\u4e4b\u524d\u53cd\u590d\u7814\u7a76 LangGraph \u548c Google \u7684 ADK \uff0c\u60f3\u641e\u6e05\u695a\u4e00\u4e2a agent \u8fd0\u884c\u65f6\u5230\u5e95\u662f\u600e\u4e48\u5de5\u4f5c\u7684\uff0c\u4f46\u6bcf\u6b21\u90fd\u5361\u58f3\u3002\u4e0d\u662f\u8bf4\u5b83\u4eec\u4e0d\u597d\uff0c\u800c\u662f\u7b49\u6211\u7a7f\u8fc7\u4e09\u5c42\u62bd\u8c61\u4e4b\u540e\uff0c\u5df2\u7ecf\u5f7b\u5e95\u641e\u4e0d\u6e05\u695a\u54ea\u4e9b\u4e1c\u897f\u662f\"\u5fc5\u987b\u7684\"\u3001\u54ea\u4e9b\u662f\u9644\u52a0\u7684\u3002\u6240\u4ee5\u6211\u5e72\u8106\u81ea\u5df1\u5199\u4e86\u4e00\u4e2a\u5c3d\u53ef\u80fd\u5c0f\u3001\u4f46\u4ecd\u7136\u4fdd\u7559\u751f\u4ea7\u7ea7 agent \u8be5\u6709\u7684\u5173\u952e\u7279\u6027\u7684\u4e1c\u897f\uff1a\u5d29\u6e83\u6062\u590d\u3001human-in-the-loop \u6682\u505c\u3001\u6709\u754c\u5e76\u53d1\uff0c\u4ee5\u53ca\u5e76\u884c\u5206\u652f\u4e0b\u7684\u786e\u5b9a\u6027\u72b6\u6001\u3002</p>\n<p>\u9879\u76ee\u53eb prodagent\uff1a <a href=\"https://github.com/limenagent/prodagent\" rel=\"nofollow\">https://github.com/limenagent/prodagent</a></p>\n<p>\u5185\u6838\u5927\u7ea6 1800 \u884c\u4ee3\u7801\uff0c\u5206\u5e03\u5728 11 \u4e2a\u6587\u4ef6\u91cc\uff0c\u53ea\u4f9d\u8d56 Python \u6807\u51c6\u5e93\uff08\u552f\u4e00\u7684\u5f00\u53d1\u4f9d\u8d56\u662f pytest \uff1b 70 \u4e2a\u6d4b\u8bd5\u5168\u90e8\u79bb\u7ebf\u8fd0\u884c\uff09\u3002\u6574\u4f53\u62c6\u5206\u5f97\u5f88\u5e72\u51c0\uff0c\u673a\u5236\uff08 mechanism \uff09\u548c\u7b56\u7565\uff08 policy \uff09\u5206\u79bb\uff1a</p>\n<p>\u2022 \u5185\u6838\u5b8c\u5168\u4e0d\u77e5\u9053 LLM \u662f\u4ec0\u4e48\u3002\u5b83\u53ea\u6709\u4e00\u4e2a\u9759\u6001\u7684 Plan \uff08\u8282\u70b9 / \u8fb9 / \u72b6\u6001\u901a\u9053\uff09\u3001\u4e00\u4e2a\u9488\u5bf9\u6bcf\u6b21\u6267\u884c\u7684 Run \uff0c\u4ee5\u53ca\u4e00\u4e2a\nScheduler\u2014\u2014\u5b83\u6bcf\u4e00\u8f6e\uff08 wave \uff09\u53ea\u505a\u4e00\u4ef6\u4e8b\uff1a\u7b97\u51fa\"\u73b0\u5728\u8c01\u53ef\u4ee5\u8dd1\"\uff0c\u5e76\u53d1\u6267\u884c\u5b83\u4eec\uff0c\u7136\u540e\u5728\u4e00\u4e2a\u5c4f\u969c\uff08 barrier \uff09\u5904\u7edf\u4e00\u63d0\u4ea4\u3002</p>\n<p>\u2022 \u72b6\u6001\u662f\u4e00\u4e2a\u6295\u5f71\uff08 projection \uff09\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u5b58\u50a8\uff08 store \uff09\u3002\u4e00\u4efd\u53ea\u8ffd\u52a0\u7684\u4e8b\u4ef6\u65e5\u5fd7\u624d\u662f\u552f\u4e00\u771f\u76f8\u6e90\uff1b\u72b6\u6001\u662f\u901a\u8fc7\u6bcf\u4e2a\u901a\u9053\u5404\u81ea\u7684 reducer \u4ece\u4e8b\u4ef6\u65e5\u5fd7\u6298\u53e0\uff08 fold \uff09\u51fa\u6765\u7684\u3002checkpoint\n\u53ea\u662f\u8fd9\u4e2a\u6298\u53e0\u7ed3\u679c\u7684\u4e00\u4efd\u53ef\u4e22\u5f03\u7f13\u5b58\u2014\u2014\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\"\u5d29\u6e83\u540e\u6062\u590d\"\u548c\"\u65f6\u95f4\u65c5\u884c\uff08\u56de\u653e\uff09\"\u51e0\u4e4e\u662f\u514d\u8d39\u5f97\u5230\u7684\u3002</p>\n<p>\u2022 \u63a7\u5236\u8bed\u4e49\u6545\u610f\u53ea\u7559\u4e24\u4e2a\u547d\u4ee4\uff1aGoto \uff08\u91cd\u65b0\u6fc0\u6d3b\u4e00\u4e2a\u9759\u6001\u8282\u70b9 / \u8d70\u56de\u8fb9 / \u505a handoff \uff09\u548c Send \uff08\u5728\u8fd0\u884c\u65f6\u5b9e\u4f8b\u5316\u4e00\u4e2a fan-out \u6a21\u677f\uff09\u3002\u5185\u6838\u91cc\u6ca1\u6709 ReAct \u8282\u70b9\uff0c\u4e5f\u6ca1\u6709\"agent \u6a21\u5f0f\"\u7684\u679a\u4e3e\u2014\u2014ReAct\n\u8bf4\u767d\u4e86\u5c31\u662f\u4e24\u4e2a\u8282\u70b9\u52a0\u4e00\u6761\u56de\u8fb9\uff0c\u5728\u5185\u6838\u4e4b\u4e0a\u4e00\u4e2a\u53ef\u66ff\u6362\u7684\u5c42\u91cc\u62fc\u51fa\u6765\u7684\u3002\u591a agent \u4e4b\u95f4\u7684 handoff \u4e5f\u4e0d\u662f\u4e00\u4e2a\u65b0\u7684\u539f\u8bed\uff0c\u5b83\u5c31\u662f\u4e00\u6b21\u6307\u5411\u53e6\u4e00\u4e2a agent \u8282\u70b9\u3001\u4e14\u6ca1\u6709\u8fd4\u56de\u8fb9\u7684 Goto \u3002</p>\n<p>\u2022 \u6a21\u578b\u3001\u5de5\u5177\u3001\u5b50 agent \u548c\u5b58\u50a8\u5168\u90e8\u901a\u8fc7\"\u7aef\u53e3\uff08 port \uff09\"\u63a5\u5165\uff0c\u6240\u4ee5\u540c\u4e00\u4e2a\u5185\u6838\u5728\u6d4b\u8bd5\u91cc\u53ef\u4ee5\u5b8c\u5168\u79bb\u7ebf\u5730\u8dd1\u5728\u5199\u6b7b\u7684 fake \u5b9e\u73b0\u4e0a\u3002</p>\n<p>make play \u4f1a\u6253\u5f00\u4e00\u4e2a\u96f6\u4f9d\u8d56\u7684\u672c\u5730 playground \uff0c\u4f60\u53ef\u4ee5\u5728\u91cc\u9762\u770b\u5230 wave \u7684\u65f6\u95f4\u7ebf\u3001\u770b\u5e76\u884c\u5206\u652f\u5982\u4f55\u6298\u53e0\u72b6\u6001\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u67d0\u6b21\u8fd0\u884c\u4e2d\u9014\u6279\u51c6\u4e00\u6b21\u5de5\u5177\u8c03\u7528\uff0c\u8ba9\u5b83\u4ece checkpoint \u5904\u7ee7\u7eed\u6267\u884c\u3002\u6587\u6863\u662f\u4e2d\u82f1\u53cc\u8bed\u7684\u3002</p>\n<p>\u5b83\u4e0d\u662f\u4ec0\u4e48\uff1a\u5b83\u662f\u5355\u8fdb\u7a0b\u7684\uff0c\u81ea\u5e26\u7684\u6301\u4e45\u5316\u53ea\u662f\u4e00\u4e2a\u57fa\u4e8e\u6587\u4ef6\u7684 checkpoint \u5b58\u50a8\uff0c\u6ca1\u6709\u5206\u5e03\u5f0f\u8c03\u5ea6\u5668\uff0c\u4e5f\u6ca1\u6709\u591a\u79df\u6237\u80fd\u529b\u3002\u8fd9\u662f\u4e00\u4e2a\u5e26\u6709\u660e\u786e\u6001\u5ea6\u7684\"\u6559\u5b66\u5de5\u4ef6\"\u2014\u2014\u6838\u5fc3\u60f3\u6cd5\u662f\"\u82b1\u4e00\u4e2a\u5468\u672b\u8bfb\u61c2\u8fd9\u4e2a\uff0c\u518d\u56de\u53bb\u770b LangGraph /\nADK \uff0c\u90a3\u4e9b\u62bd\u8c61\u81ea\u7136\u5c31\u61c2\u4e86\"\u3002</p>\n<p>\u6211\u5f88\u60f3\u542c\u542c\u4e24\u4e2a\u95ee\u9898\u4e0a\u7684\u53cd\u9988\uff1a\u8fd9\u79cd\u57fa\u4e8e BSP \uff08 wave barrier \uff09\u7684\u8c03\u5ea6\u65b9\u5f0f\uff0c\u76f8\u6bd4\u7eaf actor \u6a21\u578b\uff0c\u662f\u4e0d\u662f\u8fd9\u7c7b\u5de5\u4f5c\u6d41\u66f4\u5408\u9002\u7684\u9ed8\u8ba4\u9009\u62e9\uff1f\u4ee5\u53ca\u628a\u63a7\u5236\u8bed\u4e49\u538b\u7f29\u6210\u53ea\u6709\u4e24\u4e2a\u547d\u4ee4\uff0c\u5230\u5e95\u662f\u771f\u7684\u66f4\u6e05\u6670\uff0c\u8fd8\u662f\u53ea\u662f\u6211\u4e2a\u4eba\u504f\u6267\u7684\u602a\u7656\uff1f\u5185\u6838\u5185\u90e8\u4efb\u4f55\u7ec6\u8282\u90fd\u6b22\u8fce\u95ee\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/2071283913", 
        "name": "2071283913", 
        "avatar": "https://cdn.v2ex.com/gravatar/05b6ce9d58e89d58faf00f53610c96eb?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240162", 
      "title": "\u4e00\u4e2a Palworld \u6e38\u620f\u5de5\u5177\u7ad9", 
      "id": "https://www.v2ex.com/t/1240162", 
      "date_published": "2026-09-07T11:51:39+00:00", 
      "content_html": "<h2>\u7f51\u5740</h2>\n<p><a href=\"https://palbreedingcalculator.pro\" rel=\"nofollow\">https://palbreedingcalculator.pro</a></p>\n<p>\u652f\u6301\u4e2d\u3001\u82f1\u53cc\u8bed\u3002</p>\n<h2>\u4e3b\u8981\u529f\u80fd</h2>\n<ul>\n<li>\u67e5\u770b\u300c\u6240\u6709\u5e15\u9c81\u300d</li>\n<li>\u67e5\u770b\u300c\u5f3a\u5ea6\u699c\u300d</li>\n<li>\u67e5\u770b\u300c\u7e41\u80b2\u8def\u5f84\u300d</li>\n<li>\u8bb0\u5f55\u300c\u5e15\u9c81\u6355\u6349\u300d\u60c5\u51b5</li>\n</ul>\n<h2>\u6b22\u8fce\u53cd\u9988</h2>\n<p>\u597d\u50cf\u6ca1\u5176\u4ed6\u7684\u4e86\uff0c\u6838\u5fc3\u662f\u7e41\u80b2\u8def\u5f84\u8ba1\u7b97\uff0c\u5176\u4ed6\u90fd\u662f\u9644\u52a0\u2026\u2026</p>\n<p>\u5982\u679c\u6709\u5176\u4ed6\u9700\u6c42\u7684\u8bdd\uff0c\u6b22\u8fce\u53cd\u9988</p>\n"
    }
  ]
}