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        "url": "https://www.v2ex.com/member/aino", 
        "name": "aino", 
        "avatar": "https://cdn.v2ex.com/avatar/1bdf/0da6/269297_large.png?m=1753759426"
      }, 
      "url": "https://www.v2ex.com/t/1206533", 
      "title": "\u4e2d\u8f6c\u7ad9\u4e09\u6b65\u66f2 \u770b\u770b\u4f60\u7684\u4e2d\u8f6c\u7ad9\u5230\u54ea\u4e00\u6b65\u4e86", 
      "id": "https://www.v2ex.com/t/1206533", 
      "date_published": "2026-04-17T02:21:09+00:00", 
      "content_html": "<p>1 \u3001\u514d\u8d39\u9001 \u5927\u5bb6\u5feb\u6765\u73a9\u554a</p>\n<p>2 \u3001\u6210\u672c\u5927\u4e86\uff0c\u6211\u4eec\u53ea\u670d\u52a1\u4ed8\u8fc7\u8d39\u8fc7\u7684\u7528\u6237\uff0c\u9001\u7684\u4f59\u989d\u624d\u80fd\u4f7f\u7528</p>\n<p>3 \u3001\u4e0a\u6e38\u6210\u672c\u592a\u9ad8\u4e86\uff0c\u53ea\u4fdd\u7559\u4ed8\u8d39\u989d\u5ea6\uff0c\u4ee5\u524d\u9001\u7684\u4f59\u989d\u56de\u6536</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shineonme", 
        "name": "shineonme", 
        "avatar": "https://cdn.v2ex.com/avatar/4591/5ed1/592401_large.png?m=1776390825"
      }, 
      "url": "https://www.v2ex.com/t/1206508", 
      "date_modified": "2026-04-17T01:34:40+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://i.imgur.com/DKG7soO.gif\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/DKG7soO.gif\" class=\"embedded_image\" rel=\"noreferrer\"></a><br />&gt; <a target=\"_blank\" href=\"https://x.com/trpfsu/status/2044882275100250444\" rel=\"nofollow noopener\">https://x.com/trpfsu/status/2044882275100250444</a><br /><br />------<br /><br />\u800c\u4e14\u8fd9\u4e2a Computer Use \u548c\u7528\u6237\u64cd\u4f5c\u662f\u53ef\u4ee5\u540c\u65f6\u8fdb\u884c\u7684\uff0c\u4f1a\u5192\u51fa\u6765\u4e00\u4e2a\u50cf\u662f\u5e7d\u7075\u9f20\u6807\u4e00\u6837\u7684\u73a9\u610f\u513f\uff0c\u597d\u5947\u8fd9\u79cd\u662f\u56e0\u4e3a\u7cfb\u7edf\u5c42\u9762\u7684\u652f\u6301\u6240\u4ee5\u53ef\u4ee5\u5b9e\u73b0\u5417\uff1f<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/ApJgm9B.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/ApJgm9B.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>", 
      "date_published": "2026-04-17T01:34:02+00:00", 
      "title": "Codex \u8fd9\u4e2a\u7533\u8bf7\u6743\u9650\u7684\u4ea4\u4e92\u597d\u6709\u610f\u601d", 
      "id": "https://www.v2ex.com/t/1206508"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Venlenter", 
        "name": "Venlenter", 
        "avatar": "https://cdn.v2ex.com/avatar/2806/46b9/239291_large.png?m=1754638190"
      }, 
      "url": "https://www.v2ex.com/t/1206500", 
      "title": "\u79fb\u52a8\u4e0b\u573a\u4e86\u3002\u514d\u8d39\u9001\u4e00\u4e2a\u6708 coding Plan\uff083w \u6b21\u8c03\u7528\uff09", 
      "id": "https://www.v2ex.com/t/1206500", 
      "date_published": "2026-04-17T01:09:06+00:00", 
      "content_html": "<p>\u79fb\u52a8\u4e0b\u573a\u4e86\u3002\u514d\u8d39\u9001\u4e00\u4e2a\u6708 coding Plan \uff08 3w \u6b21\u8c03\u7528\uff09\n\u8def\u5f84\uff1a\u4e2d\u56fd\u79fb\u52a8 app-\u6211\u7684-\u6211\u7684\u5361\u5238\n[\n[\u4e2d\u56fd\u79fb\u52a8] \u5c0a\u656c\u7684\u5ba2\u6237\uff1a\u60a8\u5df2\u83b7\u5f97\u4e00\u5f20\u201c [ 30000 \u6b21] \u79fb\u52a8 token \u5305\u4f18\u60e0\u4f53\u9a8c\u201d\uff0c\u8bf7\u5728\u6709\u6548\u671f\u5185\uff08 2026.04.10-2026.06.30 \uff09\u901a\u8fc7\u201c\u4e2d\u56fd\u79fb\u52a8\u201dAPP-\u9996\u9875\u201c\u4f18\u60e0\u5238\u201d\u5151\u6362\uff0c\u5b98\u65b9\u5151\u6362\u5730\u5740\uff1a <a href=\"https://dx.10086.cn/A/kgs3Lw\" rel=\"nofollow\">https://dx.10086.cn/A/kgs3Lw</a> \uff08\u5df2\u9886\u8bf7\u5ffd\u7565\uff09\u3002\u5982\u65e0\u9700\u63a5\u6536\u6b64\u7c7b\u77ed\u4fe1\uff0c\u8bf7\u56de\u590d R \u5230 10086033 \u3002\n]\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/cGB7hH5.png\"/>\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/x4wz8Yk.jpeg\"/>\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/4UIfPtD.jpeg\"/>\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/hbhTYqj.jpeg\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sddyzm", 
        "name": "sddyzm", 
        "avatar": "https://cdn.v2ex.com/gravatar/b49126bc627707fdf159fc8b1d357c54?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206478", 
      "title": "Codex \u53c8\u66f4\u65b0\u4e86", 
      "id": "https://www.v2ex.com/t/1206478", 
      "date_published": "2026-04-16T21:29:00+00:00", 
      "content_html": "<p>\u5e0c\u671b\u5b83\u53d8\u5f97\u66f4\u52a0\u806a\u660e\u4e86</p>\n<p>Codex for almost everything\n<a href=\"https://openai.com/index/codex-for-almost-everything/\" rel=\"nofollow\">https://openai.com/index/codex-for-almost-everything/</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/FeifeiJin", 
        "name": "FeifeiJin", 
        "avatar": "https://cdn.v2ex.com/avatar/c06e/d39e/201709_large.png?m=1776357018"
      }, 
      "url": "https://www.v2ex.com/t/1206467", 
      "title": "\u6211\u7684\u8bed\u8a00\u5b66\u4e60\uff0c\u57fa\u7840\u6253\u597d\u540e\uff0c\u5b66\u4e60\u5c31\u4f1a\u53d8\u5f97\u65e0\u75db", 
      "id": "https://www.v2ex.com/t/1206467", 
      "date_published": "2026-04-16T16:41:44+00:00", 
      "content_html": "<p>\u4ece\u81ea\u5df1\u7684\u89d2\u5ea6\u804a\u804a\u81ea\u7136\u8bed\u8a00\u5b66\u4e60\u8fd9\u4ef6\u4e8b\u3002\u7b80\u5355\u4ecb\u7ecd\u4e0b\uff0cpo \u4e3b\u76ee\u524d\u751f\u6d3b\u5728\u4e1c\u4eac\uff0c\u6d41\u5229\u638c\u63e1\u4e2d\u3001\u65e5\u3001\u82f1\u4e09\u8bed\u3002\u5b9e\u9645\u8fd0\u7528\u4e2d\uff1a\u4e2d &gt; \u82f1 &gt; \u65e5\uff0c\u7ca4\u8bed\u4e5f\u80fd\u505a\u5230\u4fc2\u77e5\u807d\u4e0d\u77e5\u8b1b\u3002\u6216\u8005\u8bb2\uff0c\u7ca4\u8bed\u4e5f\u53ef\u4ee5\u8b1b\u5c11\u5c11\uff0c\u4f46\u53e3\u97f3\u592a\u5851\u6599\uff0c\u66f4\u4e50\u610f\u8bb2\u81ea\u5df1\u4e0d\u4f1a\u8bb2\u3002</p>\n<h2>\u5916\u8bed\u5b66\u4e60\u7ecf\u5386</h2>\n<ul>\n<li>\n<p>\u82f1\u8bed\uff1a\u521d\u4e00\u5f00\u59cb\uff0c\u4e3b\u8981\u662f\u5b66\u6821\u6559\u80b2\u548c\u81ea\u5b66\uff0c\u6ca1\u6709\u4efb\u4f55\u8865\u4e60\u548c\u57f9\u8bad\u7ecf\u5386\uff0c\u5728\u51fa\u56fd\u524d\u82f1\u8bed\u5c31\u80fd\u6d41\u7545\u4ea4\u6d41\u3002</p>\n</li>\n<li>\n<p>\u65e5\u8bed\uff1a\u9ad8\u4e2d\u6bd5\u4e1a\u540e\u77ed\u6682\u5b66\u4e60\u8fc7\u4e94\u5341\u97f3\uff1b\u5927\u5b66\u6bd5\u4e1a\u540e\u5728\u5bb6\u4e61\u672c\u5730\u673a\u6784\u7cfb\u7edf\u5b66\u4e60\u65e5\u8bed\uff08\u6bcf\u5468\u4e24\u6b21\uff09\uff0c\u5b8c\u6210\u4e2d\u7ea7\u8bfe\u7a0b\uff1b\u51e0\u5e74\u540e\u5728\u6df1\u5733\u8fdb\u884c\u4e3a\u671f\u4e00\u5e74\u7684\u4e00\u5bf9\u4e00\u65e5\u8bed\u5b66\u4e60\uff08\u6bcf\u5468\u4e24\u6b21\uff09\u3002</p>\n</li>\n<li>\n<p>\u7ca4\u8bed\uff1a\u56e0\u559c\u6b22\u7ca4\u8bed\u6b4c\uff0c\u5728\u6df1\u5733\u65f6\u671f\u5df2\u57fa\u672c\u80fd\u542c\u61c2\u6b4c\u8bcd\uff1b\u540e\u5728\u6e2f\u4f01\u5de5\u4f5c\uff0c\u4f1a\u8bae\u4e2d\u5e38\u7ca4\u82f1\u5939\u6742\uff0c\u9042\u53c2\u52a0\u7ebf\u4e0b\u8bfe\u7a0b\u5b66\u4e60\u7ca4\u8bed\u534a\u5e74\uff0c\u7cfb\u7edf\u638c\u63e1\u516d\u58f0\u4e5d\u8c03\uff0c\u5fc3\u5ff5\uff08 sam1 \uff09\u3002</p>\n</li>\n<li>\n<p>\u6cf0\u8bed\uff1a\u5927\u5b66\u65f6\u5019\u7684\u9009\u4fee\u8bfe\uff0c\u4e00\u95e8\u8bfe\u7ed9 8 \u4e2a\u5b66\u5206\u3002\u73b0\u5728\u5df2\u7ecf\u53ea\u8bb0\u5f97\u4e00\u53e5\u8bdd\u4e86\u3002</p>\n</li>\n</ul>\n<p>\u5728\u5927\u5b66\u91cc\u9762\u9664\u5f00\u4e00\u4e9b\u7ecf\u7ba1\u65b9\u9762\u7684\u4e13\u4e1a\u8bfe\u7a0b\uff0c\u6700\u7528\u529f\u548c\u4e0a\u5fc3\u7684\u57fa\u672c\u90fd\u662f\u5916\u8bed\u8bfe\u3002</p>\n<h2>\u5b66\u4e60\u662f\u9700\u8981\u6e90\u6e90\u4e0d\u65ad\u7684\u6b63\u53cd\u9988\uff0c\u5148\u5efa\u7acb\u6b63\u53cd\u9988\u673a\u5236</h2>\n<h3>\u5982\u4f55\u53bb\u5efa\u7acb\u6b63\u53cd\u9988\u673a\u5236\uff1f</h3>\n<p><strong>\u5b66\u4e60</strong>\u548c<strong>\u5065\u8eab</strong>\u90fd\u662f\u53cd\u4eba\u7c7b\u7684\uff0c\u9700\u8981\u957f\u65f6\u95f4\u7684\u5c0f\u6b65\u79ef\u7d2f\u624d\u80fd\u5728\u672a\u6765\u7684\u67d0\u4e00\u5929\u5f97\u5230\u8d28\u7684\u53d8\u5316\uff0c\u56e0\u6b64\u5982\u4f55\u8ba9\u81ea\u5df1\u80fd\u591f\u957f\u65f6\u95f4\u53bb\u575a\u6301\u5c31\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\uff0c\u6211\u4eec\u9700\u8981\u53bb\u521b\u9020\u6b63\u53cd\u9988\u673a\u5236\u6765\u8fbe\u6210\u76ee\u6807\u3002</p>\n<p>\u53bb\u5bfb\u627e\u89e3\u7b54\u51fa\u6570\u5b66\u9898\u548c\u89e3\u5f00<strong>LeetCode</strong>\u4e00\u6837\u7684\u5feb\u611f\u3002\u5728\u5b66\u6821\u91cc\u7684\u6b63\u53cd\u9988\u5c31\u662f\u6765\u81ea\u4e8e\u8001\u5e08\u7684\u8868\u626c\u548c\u8bd5\u5377\u4e0a\u7684\u5206\u6570\uff0c\u5728\u5ea7\u5927\u90fd\u662f\u6210\u5e74\u4eba\uff0c\u53ef\u80fd\u5df2\u7ecf\u6ca1\u6709\u8fd9\u4e00\u90e8\u5206\u4e86\uff0c\u5206\u4eab\u4e00\u4e9b\u6211\u81ea\u5df1\u5b66\u6821\u5916\u7684\u6b63\u53cd\u9988\uff1a</p>\n<ul>\n<li>\u7a81\u7136\u542c\u61c2\u7f8e\u56fd\u9976\u820c\u6b4c\u624b\u9ebb\u8fa3\u9e21\u82f1\u6587 rap \u7684\u77ac\u95f4\u3002</li>\n<li>\u5927\u4e8c\u5728\u4e50\u5c71\u7528\u82f1\u6587\u5e2e\u52a9\u672a\u8ba2\u5230\u9152\u5e97\u7684\u56fd\u9645\u53cb\u4eba\uff0c\u5e76\u4e00\u8d77\u5b8c\u6210\u4e86\u4e24\u5929\u7684\u65c5\u884c\u3002</li>\n<li>\u5927\u4e09\u5728\u6821\u56ed\u91cc\u5e2e\u52a9\u4e00\u4f4d\u9a91\u884c\u73af\u6e38\u4e16\u754c\u7684\u65e5\u672c\u4eba\uff0c\u4e4b\u540e\u5076\u5c14\u4f1a\u78b0\u9762\u804a\u5929\uff0c\u73b0\u5728\u5219\u7528\u65e5\u8bed\u3002</li>\n<li>\u5728\u6df1\u5733\u7528\u82f1\u6587\u7ed9\u5916\u56fd\u53cb\u4eba\u89e3\u91ca\u201c\u5439\u725b\u201d\u8fd9\u6b3e\u9152\u684c\u6e38\u620f\u7684\u73a9\u6cd5\uff0c\u5927\u6447\u9ab0\u4e2d\u559d\u5230\u5bbf\u9189\u3002</li>\n<li>\u53c2\u52a0\u65e5\u6587\u8bfb\u4e66\u4f1a\u548c\u8bfb\u8005\u4eec\u4ea7\u751f\u7684\u201c\u5171\u611f\u201d\u3002</li>\n</ul>\n<p><img alt=\"\u201c\u6211\u201d\u662f\u51f6\u624b\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/2dYk7gj.png\"/></p>\n<p>\u8fd9\u4e9b Aha-Moment \u90fd\u5efa\u7acb\u5728\u8bed\u8a00\u79ef\u7d2f\u8fc7\u7a0b\u4e2d\uff0c\u5e76\u4e0d\u662f\u5230\u8fbe\u67d0\u4e00\u4e2a\u7b49\u7ea7\u540e\u624d\u80fd\u5b8c\u6210\u3002\u6211\u4eec\u8981\u5b66\u4f1a\u8fd0\u7528\u73b0\u6709\u7684\u8bed\u8a00\u77e5\u8bc6\u53bb\u4f20\u8fbe\uff0c\u8bed\u8a00\u53ea\u662f\u4e00\u4e2a<strong>\u624b\u6bb5</strong>\u800c\u975e\u4e00\u4e2a<strong>\u76ee\u7684</strong>\u3002\u5f88\u591a\u65f6\u5019\u5bf9\u65b9\u662f\u6bcd\u8bed\u8005\uff0c\u56e0\u6b64\u5bf9\u65b9\u53ef\u4ee5\u8bed\u8a00\u964d\u7ea7\uff0c\u6211\u4eec\u53ea\u8981\u7528\u7b80\u5355\u8bcd\u6c47\u5c31\u80fd\u4fdd\u8bc1\u53cc\u65b9\u6c9f\u901a\u7684\u6d41\u7545\u6027\uff0c\u5173\u952e<strong>\u884c\u4e3a\u8981\u5927\u80c6</strong>\u3002\n\u4f8b\u5982\uff1a</p>\n<ul>\n<li>Tinder</li>\n</ul>\n<pre><code>Q: How was your day?\nA: It was dull before your message; you brighten my sky.\n</code></pre>\n<ul>\n<li>\u7528\u82f1\u8bed\u53bb\u8868\u8fbe\u7231\u6155</li>\n</ul>\n<pre><code>You're so cute and handsome, and I see light in your eyes. \nI've used all the words I know to compliment you. \nI wish I\u2019d learned more vocabulary to express my emotions to you, \nbut English isn\u2019t my native language.\n</code></pre>\n<p>\u6211\u4eec\u9700\u8981\u5b66\u4f1a\u7528\u5927\u8111\u53bb\u7ec4\u5408\u7b80\u5355\u7684\u8bcd\u6c47\u6765\u8fbe\u5230\u60f3\u8981\u7684\u6548\u679c\uff0c\u4e00\u8a00\u4ee5\u853d\u4e4b\u5c31\u662f\uff1a<strong>\u4ee5\u8fd0\u7b97\u590d\u6742\u5ea6\u6362\u53d6\u7a7a\u95f4\u590d\u6742\u5ea6</strong></p>\n<h2>\u5b66\u4e60\u7684\u74f6\u9888\u95ee\u9898</h2>\n<blockquote>\n<p>\u4ece 0 --&gt; 1 \u4e0d\u96be\uff0c\u96be\u7684\u662f\u4ece 1 --&gt; \u221e</p>\n</blockquote>\n<p>\u4ece\u5b66\u4e60\u8bed\u8a00\uff0c\u5230\u53ef\u4ee5\u4ea4\u6d41\u7b80\u5355\u8f93\u51fa\u662f\u975e\u5e38\u5bb9\u6613\u7684\uff0c\u8bed\u8a00\u4f7f\u7528\u573a\u666f\u91cc\u7684\u4e24\u79cd\u6a21\u5f0f\uff1a</p>\n<ul>\n<li>\u548c\u6bcd\u8bed\u8005\u5bf9\u8bdd\uff0c\u5bf9\u65b9\u53ef\u4ee5\u964d\u7ea7\u6765\u5305\u5bb9\u4f60\u7684\u8bed\u6cd5\u9519\u8bef</li>\n<li>\u975e\u82f1\u8bed\u6bcd\u8bed\u8005\u7528\u82f1\u8bed\u5bf9\u8bdd\uff0c\u7531\u4e8e\u53cc\u65b9\u90fd\u4e0d\u662f\u6bcd\u8bed\u8005\uff0c\u4f1a\u81ea\u7136\u5c4f\u853d\u6389\u9ad8\u7ea7\u8bcd\u6c47\u548c\u8bed\u6cd5\uff0c\u5927\u9053\u81f3\u7b80</li>\n</ul>\n<p>\u6240\u4ee5\u8bed\u8a00\u4ece 0 \u5230 1 \u5f88\u5bb9\u6613\uff0c\u96be\u7684\u662f\u4e4b\u540e\u7684\u8fdb\u9636\uff0c\u4ee5\u53ca\u4ece\u4e2d\u7ea7\u5230\u9ad8\u7ea7\u7684\u5411\u540e\u5ef6\u4f38\u3002\u6700\u70e6\u607c\u7684\u662f\u5904\u4e8e\u4e00\u79cd\u4f1a\u4e0e\u4e0d\u4f1a\u7684\u4e2d\u95f4\u6001\uff0c\u6574\u4e2a\u4eba\u7684\u72b6\u6001\u90fd\u4f1a\u5728\u4e00\u79cd\u6df7\u4e71\u4e2d\uff0c\u8ff7\u5931\u6389\u524d\u8fdb\u7684\u65b9\u5411\u3002\n\u6211\u662f\u4e00\u4e2a\u51e0\u4e4e\u89e3\u7b54\u4e0d\u51fa\u6570\u5b66\u8bd5\u5377\u4e0a\u6700\u540e\u5927\u9898\u7684\u6700\u540e\u4e00\u95ee\u7684\u4eba\uff0c\u4e5f\u5728\u5237 LeetCode \u65f6\u770b\u5230\u516b\u7687\u540e\u95ee\u9898\uff0c\u76f4\u63a5\u8ba9\u6211\u610f\u8bc6\u5230\u81ea\u5df1\u7684\u8822\u548c\u611a\u6627\u3002\u6211\u975e\u5e38\u7fa1\u6155\u548c\u5ac9\u5992\u90a3\u4e9b\u5bf9\u6570\u5b66\u771f\u6b63\u654f\u611f\u7684\u4eba\uff0c\u7fa1\u6155\u90a3\u4e9b\u8db3\u591f\u806a\u660e\u7684\u4eba\uff0c\u6216\u8bb8\u5c31\u4e0d\u4f1a\u6709\u8fd9\u4e9b\u70e6\u607c\u3002</p>\n<p>\u5f53\u8bed\u8a00\u8fdb\u5165\u4e00\u4e2a\u201c\u53ef\u7528\u201d\u72b6\u6001\uff0c\u800c\u8ff7\u5931\u8fdb\u6b65\u65b9\u5411\u3002\u53ef\u4ee5\u542c\u53ef\u4ee5\u8bf4\u53ef\u4ee5\u8bfb\u53ef\u4ee5\u5199\uff0c\u4f46\u60f3\u8981\u771f\u6b63\u80fd\u591f\u8fdb\u884c small talk \u3002\u5173\u4e8e small talk \uff0c\u5982\u679c\u662f\u672c\u8eab\u81ea\u5df1\u6709\u77e5\u8bc6\u50a8\u5907\u91cf\u4e14\u719f\u6089\u7684\u9886\u57df\u5012\u662f\u80fd\u5e94\u5bf9\uff0c\u8fd9\u4e9b\u77e5\u8bc6\u5c31\u50cf\u662f\u70ed\u52a0\u8f7d\u5728\u201c\u7f13\u5b58\u201d\u91cc\uff0c\u5f20\u53e3\u5c31\u6765\u3002\u5173\u952e\u9047\u5230\u6ca1\u52a0\u8f7d\u8fc7\u7684\u8bdd\u9898\uff0c\u53ea\u80fd\u957f\u7740\u5634\u5df4\uff0c\u772f\u7740\u773c\u775b\uff0c\u4e00\u4e2a\u52b2\u7684\u70b9\u5934\u3002</p>\n<p>\u7279\u522b\u662f\u5bf9\u4e8e\u65e5\u8bed\u5b66\u4e60\u6709\u4e00\u4e2a\u53cd\u5e38\u8bc6\uff1a<strong>\u8ba4\u8bc6\u6c49\u5b57\u662f\u4f60\u65e5\u8bed\u8fdb\u6b65\u6700\u5927\u7684\u963b\u529b</strong>\u3002</p>\n<h3>\u60f3\u505a\u7684\u4e8b</h3>\n<ul>\n<li>\u628a\u81ea\u5df1\u7684\u82f1\u8bed\u53d1\u97f3\u6539\u6362\u5230\u82f1\u8bed</li>\n<li>\u53bb\u5b66\u4e60\u4e00\u4e2a\u65e5\u672c\u65b9\u8a00\uff0c\u4f2a\u88c5\u81ea\u5df1\u7684\u53e3\u97f3</li>\n</ul>\n<h2>\u81ea\u5df1\u7684\u8bed\u8a00\u5b66\u4e60\u65b9\u5f0f--\u65e0\u75db\u5b66\u4e60</h2>\n<p>\u8bb2\u8bb2\u6765\u65f6\u8def\uff0c\u81ea\u5df1\u89c9\u5f97\u8bed\u8a00\u662f\u81ea\u7136\u800c\u7136\u7f13\u6162\u7684\u79ef\u7d2f\uff0c\u800c\u975e\u523b\u610f\u800c\u4e3a\u4e4b\u7684\u5b66\u4e60\uff0c\u56e0\u4e3a\u90a3\u6837\u7684\u884c\u4e3a\u5bf9\u4e8e\u6211\u800c\u8a00\u592a\u75db\u82e6\u3002\u81ea\u5df1\u6bd4\u8f83\u5d07\u5c1a\u5feb\u4e50\u8fdb\u6b65\u548c\u957f\u7ebf\u5b66\u4e60\uff0c\u628a\u5b66\u4e60\u653e\u8fdb\u65e5\u5e38\u751f\u6d3b\u91cc\uff0c\u5c3d\u53ef\u80fd\u7684\u6253\u9020\u4e00\u4e2a\u65e0\u75db\u5b66\u4e60\u7684\u957f\u671f\u6c1b\u56f4\u3002\uff08\u524d\u63d0\uff1a\u5e95\u5b50\u4e0d\u5dee\uff09</p>\n<ul>\n<li>\n<p>\u521d\u4e2d 6 \u672c\u82f1\u8bed\u4e66\u5168\u90e8\u80cc\u8bf5\uff08\u611f\u8c22\u6211\u7684\u82f1\u8bed\u8001\u5e08\uff09</p>\n<p>\u6210\u5e74\u540e\u8fd8\u86ee\u611f\u6fc0\u521d\u4e2d\u82f1\u8bed\u8001\u5e08\u7c97\u66b4\uff0c\u7eaf\u7cb9\u5730\u628a\u77e5\u8bc6\u704c\u8fdb\u8111\u5b50\u91cc\uff0c\u57fa\u7840\u5bf9\u8bdd\u548c\u8bed\u611f\u90fd\u662f\u5728\u8fd9\u4e00\u9636\u6bb5\u5f62\u6210\u7684\u3002\u4e3a\u4ec0\u4e48\u80cc\u4e66\u5462\uff1f\u56e0\u4e3a\u90a3\u65f6\u5019\u6bcf\u5929\u653e\u5b66\u90fd\u5f97\u628a\u5f53\u5929\u8bfe\u6587\u80cc\u5b8c\u624d\u80fd\u8d70\uff0c\u4e8e\u662f\u6211\u60f3\u5f53\u7136\u6bcf\u5929\u90fd\u7b2c\u4e00\u4e2a\u80cc\u5b8c\uff0c\u7ed3\u679c\u8001\u5e08\u53c8\u8ba9\u6211\u53bb\u5b88\u7740\u522b\u4eba\u80cc\u3002\u4f46\u4f5c\u4e3a\u7ed3\u679c\u8fd9\u6837\u7684<strong>\u80cc\u4e66</strong>--\u300b<strong>\u542c\u4e66\u68c0\u67e5</strong>\u4e5f\u52a0\u5f3a\u5bf9\u4e8e\u90a3\u4e9b\u6587\u672c\u7684\u5370\u8c61\u3002</p>\n</li>\n<li>\n<p>\u9ad8\u4e2d\u82f1\u8bed\u5355\u8bcd\u5168\u90e8\u80cc\u8bf5\uff0c\u8bfe\u6587\u719f\u8bfb</p>\n<p>\u5230\u4e86\u9ad8\u4e2d\u5219\u56de\u5f52\u6b63\u5e38\u6559\u5b66\uff0c\u628a\u80cc\u4e66\u964d\u7ea7\u5230\u8bfe\u6587\u719f\u8bfb\u4ee5\u53ca\u5168\u5355\u8bcd\u80cc\u8bf5\u3002\u5355\u8bcd\u91cf\u662f\u8bed\u8a00\u7684\u57fa\u77f3\uff0c\u5f88\u591a\u4eba\u6392\u65a5\u80cc\u5355\u8bcd\uff0c\u4f46\u6211\u6b63\u597d\u76f8\u53cd\uff0c\u559c\u6b22\u6269\u5145\u81ea\u5df1\u7684\u8bcd\u6c47\u91cf\u3002\u8fd9\u4e2a\u9636\u6bb5\uff0c\u5373\u4fbf\u8001\u5e08\u8bb2\u4e86\u975e\u5e38\u591a\u7684\u8bed\u6cd5\u77e5\u8bc6\uff0c\u4f46\u8111\u5b50\u91cc\u8fd8\u662f\u4e00\u56e2\u6d46\u7cca\uff0c\u505a\u9898\u5168\u9760\u8bed\u611f\u548c\u6240\u8c13\u56fa\u5b9a\u642d\u914d\u3002\u82f1\u8bed\u8fd9\u95e8\u5b66\u79d1\u4f9d\u7136\u5728\u6301\u7eed\u7ed9\u5230\u6211\u771f\u5411\u53cd\u9988\u3002</p>\n</li>\n<li>\n<p>\u4e0a\u5b66\u8d70\u8def\u5341\u5206\u949f\uff0c\u62ff\u7740 mini \u518c\u5b50\u8bb0\u5355\u8bcd\uff08\u8fd9\u4e2a\u4e60\u60ef\u5230\u73b0\u5728\u4e5f\u6709\uff09</p>\n<p>\u975e\u5e38\u559c\u6b22\u5728\u4ea4\u901a\u5de5\u5177\u91cc\u53bb\u80cc\u5355\u8bcd\uff0c\u521d\u4e2d\u548c\u9ad8\u4e2d\u5bb6\u5230\u5b66\u6821\u6b65\u884c\u5927\u6982\u5341\u5206\u949f\uff0c\u4f1a\u5229\u7528\u8fd9\u4e2a\u788e\u7247\u65f6\u95f4\u6084\u54aa\u54aa\u7684\u80cc\u5355\u8bcd\uff0c\u5c0f\u65f6\u5019\u662f\u4e00\u79cd mini \u5355\u8bcd\u672c\uff0c\u4e00\u5929\u6765\u56de\u56db\u8d9f\uff08\u4e2d\u5348\u4e5f\u56de\u5bb6\u5403\u996d\uff09\uff0c\u57fa\u672c\u5c31\u628a\u4e00\u5929\u7684\u5355\u8bcd\u80cc\u4e0b\u6765\uff0c\u867d\u7136\u90a3\u65f6\u5019\u8fd8\u5bf9\u827e\u5bbe\u6d69\u65af\u9057\u5fd8\u66f2\u7ebf\u95fb\u6240\u672a\u95fb\uff0c\u4f46\u6211\u7684\u80cc\u8bf5\u65b9\u5f0f\u5982\u51fa\u4e00\u8f99\uff0c\u4f1a\u53bb\u80cc\u5f53\u5929\u8981\u88ab\u542c\u5199\u7684\u5185\u5bb9\uff0c\u4e5f\u4f1a\u518d\u770b\u4e00\u904d\u6628\u5929\u7684\u5185\u5bb9\uff0c\u4e3b\u6253\u4e00\u4e2a\u5373\u4fbf\u4e3a\u4e86\u6d4b\u9a8c\u800c\u88ab\u5355\u8bcd\uff0c\u4e5f\u8981\u8ba9\u8fd9\u4ef6\u4e8b\u53d8\u5f97\u6709\u4ef7\u503c\u3002</p>\n</li>\n<li>\n<p>\u5927\u5b66\u653e\u5f03\u8bfe\u5802\uff0c\u770b\u7f8e\u5267\u542c\u6b27\u7f8e\u97f3\u4e50\uff0c\u76f4\u63a5\u771f\u4eba\u5bf9\u8bdd</p>\n<p>\u5927\u5b66\u8fdb\u5165\u5230\u53e6\u5916\u4e00\u4e2a\u72b6\u6001\uff0c\u51e0\u4e4e\u653e\u5f03\u6240\u6709\u8bfe\u7a0b\uff0c\u4e0a\u8bfe\u6700\u79ef\u6781\u7684\u662f\u6cf0\u8bed\u548c\u82f1\u8bed\u53e3\u8bed\u8bfe\u3002\u5927\u5b66\u5728\u63a8\u53cc\u8bed\u6559\u5b66\uff0c\u4f46\u9664\u4e86 ppt \u548c\u90e8\u5206\u8bfe\u672c\uff0c\u5176\u4f59\u5168\u662f\u4e2d\u6587\uff0c\u4f46\u4e5f\u6709\u4e00\u4e9b\u8001\u5e08\u4f1a\u5728\u8bfe\u5802\u4e0a\u7ea0\u6b63\u6211\u4eec\u7684\u53d1\u97f3\u3002\u53e3\u8bed\u8bfe\u4e0a\u5230\u8001\u5e08\u5bf9\u6211\u5370\u8c61\u975e\u5e38\u6df1\u523b\uff0c\u751a\u81f3\u6700\u540e\u8003\u8bd5\u6ca1\u53bb\u8001\u5e08\u4e5f\u7ed9\u4e86\u6211 80+\uff08\u9009\u4fee\u8bfe\uff09\u3002</p>\n<p>\u8fd9\u4e00\u9636\u6bb5\u82f1\u8bed\u5b66\u4e60\u66f4\u591a\u662f\u5237\u7f8e\u5267\u3001\u542c\u6b27\u7f8e\u97f3\u4e50\uff0c\u521a\u597d\u90a3\u4e9b\u5e74\u6b27\u7f8e\u97f3\u4e50\u6709\u4e00\u4e2a\u6240\u8c13\u7684\u4e94\u5927\u65f6\u4ee3\uff0c\u6bcf\u5929\u542c\u3001\u770b\u6b4c\u8bcd\u3001\u8ddf\u5531\u3002\u4ee5\u8fd9\u79cd\u559c\u6b22\u7684\u65b9\u5f0f\u79ef\u7d2f\u4e86\u66f4\u591a\u7684\u9884\u6599\uff0c\u4e5f\u4f1a\u5b66\u4e60\u5230\u4e00\u4e9b\u4fda\u8bed\uff0c\u6bd4\u5982\u201cFor Good\u201d\u610f\u601d\u662f<strong>\u6c38\u8fdc</strong>\u800c\u4e0d\u662f<strong>\uff5e\u51fa\u4e8e\u597d</strong>\u3002\u4e5f\u5728\u5927\u4e00\u4e0b\u5b66\u671f\u548c\u5927\u4e8c\u4e0a\u5b66\u4e60\u51e0\u4e4e\u88f8\u8003\u7684\u901a\u8fc7\u4e86 CET4&amp;CET6 \uff0c\u4f46\u90fd\u662f\u64e6\u7740\u5408\u683c\u7ebf\uff0c\u4e3b\u6253\u4e00\u4e2a 60 \u5206\u4e07\u5c81\u3002</p>\n</li>\n<li>\n<p>\u5de5\u4f5c\u540e\uff0c\u542c\u5927\u91cf\u7684\u82f1\u6587\u97f3\u9891\uff0c\u9605\u8bfb\u82f1\u6587\u6587\u7ae0\u548c\u4e66\u7c4d</p>\n<p>\u201c\u6bcf\u65e5\u82f1\u8bed\u542c\u529b\u201d\u7740\u4e2a app \u66fe\u7ecf\u662f\u6211\u4e0a\u4e0b\u73ed\u5fc5\u5907\uff0c\u4ece\u5bb6\u9a91\u5c0f\u7535\u9a74\u5230\u516c\u53f8\u90fd\u5dee\u4e0d\u591a 20 \uff5e 30 \u5206\u949f\uff0c\u8fd9\u671f\u95f4\u5c31\u5e26\u7740\u8033\u673a\u6bcf\u5929\u90fd\u542c\u3002\u6211\u4f1a\u53bb\u627e\u5728\u81ea\u5df1\u542c\u529b\u8303\u56f4\u5185\u7684\u5185\u5bb9\u542c\uff0c\u542c\u5b8c\u4f1a\u67e5\u770b\u4e00\u4e0b\u6587\u672c\uff0c\u770b\u770b\u521a\u521a\u542c\u5230\u7684\u5185\u5bb9\u7406\u89e3\u5f97\u600e\u6837\u3002\n\u4e5f\u4f1a\u523b\u610f\u53bb\u627e\u4e00\u4e9b\u82f1\u6587\u6587\u7ae0\u548c\u7d20\u6750\u6765\u770b\uff0c\u4e3b\u8981\u4fdd\u8bc1\u4e00\u4e2a\u5bf9\u82f1\u6587\u7684\u6301\u7eed\u6444\u5165\uff0c\u5b83\u5c31\u50cf\u662f\u4e00\u8425\u517b\u6db2\uff0c\u6ca1\u5f97\u5b83\u6211\u6d3b\u4e0d\u4e86\uff0c\u4f46\u4e5f\u4e0d\u8981\u592a\u591a\u5426\u5219\u4f1a\u6491\u7206\u3002\u5728\u6df1\u5733\u65f6\u4e0a\u73ed\u4e70\u4e86<a href=\"https://book.douban.com/subject/30157131/\" rel=\"nofollow\">\u300a\u7a0b\u5e8f\u5458\u7684\u82f1\u8bed\u300b</a>\uff0c\u653e\u5728\u516c\u53f8\u6bcf\u5929\u8fd4\u5de5\u65f6\u9605\u8bfb\u4e00\u7bc7\uff0c\u4e3a\u6574\u65e5\u5de5\u4f5c\u505a\u4e00\u4e2a\u70ed\u8eab\u3002\n\u4e00\u4e9b\u4e66\u7684\u4e09\u4e2a\u7248\u672c\u90fd\u4f1a\u5206\u522b\u770b\u4e00\u6b21\u3002\u6211\u5f88\u5c11\u91cd\u590d\u9605\u8bfb\u540c\u4e00\u672c\u4e66\uff0c\u4f46\u6362\u4e2a\u8bed\u8a00\u4e0d\u4e00\u6837\uff0c\u6211\u9664\u4e86\u80fd\u4eab\u53d7\u4e66\u7c4d\u672c\u6765\u5185\u5bb9\u5e26\u6765\u7684\u5feb\u4e50\uff0c\u8fd8\u80fd\u540c\u65f6\u5b66\u4e60\u4e00\u95e8\u8bed\u8a00\uff0c\u4f55\u4e50\u800c\u4e0d\u4e3a\u5462\uff1f\u300a\u5c0f\u738b\u5b50\u300b\uff0c\u300a\u65e0\u4eba\u751f\u8fd8\u300b\u6211\u90fd\u9605\u8bfb\u4e86\u81f3\u5c11\u4e09\u904d\uff0c\u4e2d\u3001\u82f1\u3001\u65e5\u5404\u4e00\u904d\u3002</p>\n</li>\n<li>\n<p>\u8ddf\u8bfb\u4e60\u60ef\uff0c\u770b\u7f8e\u5267\u3001\u65e5\u5267\u3001\u65b0\u95fb\u3001YouTube \u4efb\u4f55\u5916\u6587\u6750\u6599</p>\n<p>\u73b0\u5728\u517b\u6210\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u4e60\u60ef\uff0c\u65e0\u8bba\u5728\u64ad\u653e\u4efb\u4f55\u7684\u8bed\u8a00\u7684\u8bed\u6599\uff0c\u6211\u90fd\u4f1a\u4e0d\u7531\u81ea\u4e3b\u7684\u53bb\u8ddf\u8bfb\uff0c\u4f46\u6211\u6ca1\u6709\u65f6\u95f4\u53bb\u68c0\u9a8c\u8ddf\u8bfb\u6548\u679c\u3002\u770b\u7f8e\u5267\u3001\u65e5\u5267\u3001\u65b0\u95fb\u3001YouTube \u7684\u4efb\u4f55\u5916\u6587\u5185\u5bb9\u90fd\u4f1a\u53bb\u8ddf\u8bfb\uff0c\u53ef\u4ee5\u542c\u5230\u5fc3\u91cc\u90a3\u4e2a\u58f0\u97f3\uff0c\u8fd9\u6837\u7684\u4e60\u60ef\u8ba9\u6211\u5728\u548c\u771f\u4eba\u5bf9\u8bdd\u65f6\uff0c\u65f6\u4e0d\u65f6\u8e66\u51fa\u4e00\u4e9b\u81ea\u5df1\u90fd\u6ca1\u610f\u8bc6\u5230\u5185\u5bb9\u3002\u56e0\u6b64\u6211\u8fd8\u4f1a\u56e0\u4e3a YouTube \u4e0a\u4e2d\u6587\u5185\u5bb9\u592a\u591a\u800c\u628a\u5f88\u591a\u4e2d\u6587 up \u90fd\u53d6\u5173\u4e86\uff0c\u56e0\u4e3a\u6bcf\u5f53\u6211\u591a\u770b\u4e00\u4e2a\u4e2d\u6587\u5185\u5bb9\uff0c\u90a3\u5916\u6587\u89c6\u9891\u5c31\u4f1a\u5c11\u4e00\u4e2a\u3002\u6211\u77e5\u9053\u81ea\u5df1\u6bcf\u5929\u80fd\u63a5\u53d7\u7684\u4fe1\u606f\u603b\u91cf\uff0c\u6211\u53ea\u80fd\u53bb\u505a\u51cf\u6cd5\uff0c\u867d\u7136\u4e0d\u80fd\u660e\u786e\u77e5\u9053\u81ea\u5df1\u8981\u4ec0\u4e48\uff0c\u4f46\u6df1\u77e5\u81ea\u5df1\u4e0d\u8981\u4ec0\u4e48\u3002\u8981\u770b\u4e2d\u6587\u5185\u5bb9\uff0c\u4f1a\u53bb bilibili \u3002</p>\n</li>\n<li>\n<p>\u901a\u52e4\u65f6\u95f4\uff5c\u5065\u8eab\u65f6\u95f4 \u90fd\u662f\u8bed\u8a00\u5b66\u4e60\u65f6\u95f4</p>\n<p>\u901a\u52e4\u5bf9\u6211\u771f\u7684\u5f88\u91cd\u8981\uff0c\u5df2\u7ecf\u517b\u6210\u4e60\u60ef\u5728\u901a\u52e4\u91cc\u53bb\u80cc\u5355\u8bcd\u548c\u9605\u8bfb\uff0c\u901a\u52e4\u4e2d\u5f88\u5bb9\u6613\u4ee4\u6211\u8fdb\u5165\u53e6\u4e00\u4e2a\u7a7a\u95f4\u3002\u6211\u6df1\u77e5\u6211\u4e0d\u80fd\u5e72\u5176\u4ed6\u4e8b\u60c5\uff0c\u90a3\u6211\u5c31\u6765\u80cc\u5355\u8bcd\u770b\u539f\u6587\u5c0f\u8bf4\u5427\uff0c\u4e60\u60ef\u517b\u6210\u5c31\u5f88\u96be\u66f4\u6539\u3002\u53bb\u5065\u8eab\u623f\u4e5f\u662f\uff0c\u6211\u4f1a\u5728 spotify \u91cc\u6253\u5f00\u64ad\u5ba2\uff0c\u53bb\u6253\u5f00\u4e00\u4e9b\u611f\u5174\u8da3\u7684\u5916\u6587\u535a\u5ba2\uff0c\u8fb9\u5065\u8eab\u53d8\u8ba9\u5916\u6587\u5f3a\u5978\u5927\u8111\u3002\u5065\u8eab\u5176\u5b9e\u4e0d\u7528\u592a\u52a8\u8111\u5b50\uff0c\u8fd9\u65f6\u5019\u6211\u7684\u5fc3\u662f\u8ddf\u7740\u8033\u6735\u91cc\u7684\u58f0\u97f3\u5728\u8d70\uff0c\u4e5f\u4f1a\u9ed8\u9ed8\u8ddf\u8bfb\uff0c\u751a\u81f3\u5634\u5507\u4e5f\u4f1a\u8bf4\u51fa\u5355\u8bcd\u7684\u5f62\u72b6\uff0c\u4f46\u4e0d\u53d1\u51fa\u58f0\u97f3\u3002\n\u8bb2\u8bb2 WFH \u5e26\u7ed9\u6211\u7684\u552f\u4e00\u707e\u5bb3\uff1a\u5931\u53bb\u901a\u52e4\u65f6\u95f4\u5bf9\u5355\u8bcd\u7684\u6e34\u671b</p>\n</li>\n<li>\n<p>\u5176\u4ed6</p>\n<ul>\n<li>\u53bb\u5c45\u9152\u5c4b\u5750\u7740\u5077\u542c\u5927\u53d4\u4eec\u7684\u5bf9\u8bdd\uff0c\u5728\u5608\u6742\u73af\u5883\u91cc\u6a21\u62df\u771f\u5b9e\u73af\u5883</li>\n<li>\u610f\u8bc6\u5230\u5b66\u597d\u82f1\u8bed\u7684\u524d\u63d0\u662f\u542c\u61c2\u5370\u5ea6\u82f1\u8bed</li>\n<li>\u53c2\u52a0 Hackathon \u540e\u4e0a\u53f0\u4e09\u5206\u949f\u603b\u7ed3\uff0c\u6211\u624d\u4e0d\u7ba1\u6709\u6ca1\u6709\u4eba\u5728\u542c\uff0c\u53ea\u7ba1\u7ec3\u4e60\u4e86\u4e0d\u602f\u573a\u4e14\u80fd\u987a\u5229\u7ec4\u7ec7\u53d1\u8a00</li>\n<li>\u5728\u4e1c\u4eac\u9996\u5148\u628a\u81ea\u5df1\u5f53\u4f5c\u5916\u56fd\u4eba\u800c\u975e\u4e2d\u56fd\u4eba <strong>\u82f1\u8bed</strong> &gt; <strong>\u5bb6\u4e61\u65b9\u8a00</strong> &gt; <strong>\u666e\u901a\u8bdd</strong> = <strong>\u65e5\u8bed</strong></li>\n<li>\u6253\u6e38\u620f\u5c3d\u91cf\u7528\u82f1\u6587\u548c\u65e5\u6587\uff0c\u7231\u4e0a AVG \u7684\u7b2c N \u5929\uff08\u867d\u7136\u73b0\u5728\u7535\u5b50\u6e38\u620f\u9633\u75ff\uff09</li>\n</ul>\n</li>\n</ul>\n<h2>\u6700\u540e\u603b\u7ed3</h2>\n<p>\u8bed\u8a00\u5b66\u4e60\u8fd9\u4ef6\u4e8b\uff0c\u771f\u7684\u975e\u5e38\u4f9d\u8d56\u4e8e\u5174\u8da3\uff0c\u4f46\u4e0d\u4e00\u5b9a\u662f\u5bf9\u5b66\u8bed\u8a00\u672c\u8eab\u6709\u5174\u8da3\u3002\u800c\u662f\u53ef\u4ee5\u7528\u8fd9\u4e2a\u8bed\u8a00\u53bb\u5b66\u4e60\u81ea\u5df1\u611f\u5174\u8da3\u7684\u4e1c\u897f\u3002\n\u6bd4\u5982\u559c\u6b22\u559d\u9152\uff0c\u5c31\u53bb\u7528\u82f1\u8bed\u5b66\u4e60\u9152\u65b9\u9762\u7684\u6240\u6709\u77e5\u8bc6\uff0c\u4f46\u4f60\u80fd\u7528\u82f1\u8bed\u5bf9\u9152\u4f83\u4f83\u800c\u8c08\u65f6\uff0c\u5176\u4ed6\u4e1c\u897f\u4e5f\u5c31\u662f\u5728\u91cd\u65b0\u7ee7\u627f\u4e00\u4e2a\u4f60\u5bf9\u9152\u7684\u62bd\u8c61\u5c01\u88c5\u5b9e\u73b0\u800c\u5df2\u3002</p>\n<p>\u5373\u4fbf AI \u5f3a\u5927\u7684\u4eca\u5929\uff0c\u6211\u8fd8\u662f\u60f3\u4eb2\u53e3\u8bb2\u51fa\u5bf9\u65b9\u7684\u8bed\u8a00\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u4e8e\u4eba\u4efb\u4f55\u7684\u5de5\u5177\uff0c\u672c\u4eba\u6bd4\u8f83\u8001\u6d3e\u548c\u539f\u59cb\uff0c\u9664\u4e86\u9c7c\u4e4b\u5916\u90fd\u559c\u6b22<strong>\u751f</strong>\u7684\u3002</p>\n<p>\u5927\u5bb6\u90fd\u5f88\u806a\u660e\uff0c\u8fde JavaScript \u8fd9\u79cd\u6beb\u65e0\u9053\u7406\u7684\u4e1c\u897f\u90fd\u80fd\u7cbe\u901a\uff0c\u66f4\u4f55\u51b5\u4e00\u95e8\u4eba\u7c7b\u8bed\u8a00\u5462\uff1f\n\u73b0\u5728\u5c31\u53bb\u79cd\u6811\uff0c\u4e00\u5e74\u6216\u8005\u6570\u5e74\u540e\u624d\u80fd\u6709\u8db3\u591f\u7684\u6536\u83b7\uff0c\u6709\u66b4\u529b\u5b66\u4e60\u65b9\u5f0f\uff0c\u4e5f\u6709\u65e0\u75db\u7f13\u6162\u5b66\u4e60\u65b9\u5f0f\uff0c\u6211\u7684\u65b9\u5f0f\u4e0d\u4e00\u5b9a\u9002\u5408\u6240\u6709\u6210\u5e74\u4eba\uff0c\u4f46\u53ef\u80fd\u4f1a\u9002\u5408\u4f60\u4eec\u7684\u4e0b\u4e00\u4ee3\uff0c\u5982\u679c\u80fd\u591f\u5e2e\u52a9\u5230\u7684\u8bdd\uff0c\u5fc3\u91cc\u4e5f\u4f1a\u5f88\u611f\u6fc0\u5462\u3002\uff08\u65e5\u5f0f\u4e2d\u6587\uff09</p>\n<h3>\u70ed\u7231\uff01\u70ed\u7231\uff01\u70ed\u7231\uff01\u5174\u8da3\uff01\u5174\u8da3\u548c\u5174\u8da3</h3>\n<p>\u8bb0\u5f97\u505a\u4e00\u4e2a <strong>Perpetual Student</strong>\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/qdwang", 
        "name": "qdwang", 
        "avatar": "https://cdn.v2ex.com/avatar/4be3/f330/40309_large.png?m=1758604322"
      }, 
      "url": "https://www.v2ex.com/t/1206447", 
      "title": "\u6d45\u8bd5\u4e86\u4e00\u4e0b Qwen3.6-35B-A3B\uff0c\u5f88\u5f3a", 
      "id": "https://www.v2ex.com/t/1206447", 
      "date_published": "2026-04-16T14:21:51+00:00", 
      "content_html": "<p>\u611f\u89c9\u6bd4 3.5 \u5f3a\u4e0d\u5c11\uff0c\u79d2 gemma4 \u3002\u53ef\u4ee5\u8bf4\u662f 24G \u5185\u5b58 mac \u6216\u663e\u5361\u7684\u76ee\u524d\u6700\u4f73\u672c\u5730\u6a21\u578b\uff0c\u7a20\u5bc6\u7684\u592a\u6162\u4e86\u3002</p>\n<p>\u6709\u4e2a\u5f88\u56f0\u96be\u7684\u53ea\u6709 GPT5.4 \u624d\u80fd\u627e\u5230\u7684\u4ee3\u7801 bug \uff0c\u5b83\u5f53\u7136\u4e5f\u662f\u627e\u4e0d\u51fa\u6765\u7684\u3002</p>\n<p>\u8fd8\u662f\u7ed9 openai \u5145\u94b1\u5427\uff0c\u5f00\u6e90\u5c31\u53ea\u80fd\u73a9\u4e00\u73a9\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/CQCQCQ", 
        "name": "CQCQCQ", 
        "avatar": "https://cdn.v2ex.com/avatar/6693/26af/225705_large.png?m=1736904930"
      }, 
      "url": "https://www.v2ex.com/t/1206419", 
      "date_modified": "2026-04-16T12:08:12+00:00", 
      "content_html": "<p><a href=\"https://github.com/VoltAgent/awesome-design-md\" rel=\"nofollow\">DESIGN.md</a> \u94fe\u63a5\u5168\u90e8\u88ab</p>\n<p><img alt=\"\u53cd\u8bc8\u4e2d\u5fc3\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgant.com/v2/HYccYsC.png\"/> \u62e6\u622a\u4e86\uff0c\u662f\u771f\u6709\u4eba\u88ab\u8bc8\u9a97\u4e86\uff1f\u8fd8\u662f\u88ab\u65b0\u5f0f\u5899\u7ed9\u5899\u4e86\uff1f</p>\n", 
      "date_published": "2026-04-16T12:06:55+00:00", 
      "title": "DESIGN.md \u88ab\u53cd\u8bc8\u62e6\u622a", 
      "id": "https://www.v2ex.com/t/1206419"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wellyougo", 
        "name": "wellyougo", 
        "avatar": "https://cdn.v2ex.com/gravatar/69577819fa4e781d42f8ed0210b7af6a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206398", 
      "title": "\u7b2c\u4e00\u6b21\u5728\u81ea\u5a92\u4f53\u4e0a\u8d5a\u5230\u94b1", 
      "id": "https://www.v2ex.com/t/1206398", 
      "date_published": "2026-04-16T09:41:00+00:00", 
      "content_html": "<h1>\u8bb0\u5f55\u4e00\u4e0b</h1>\n<p>\u7b2c\u4e00\u6b21\u5728\u81ea\u5a92\u4f53\u4e0a\u8d5a\u5230\u94b1\u4e86\u3002</p>\n<p>\u6ca1\u4ec0\u4e48\u7279\u522b\u7684\u611f\u89c9\uff0c<br/>\n\u5c31\u662f\u7a81\u7136\u610f\u8bc6\u5230\u2014\u2014<br/>\n\u539f\u6765\u8fd9\u4ef6\u4e8b\u771f\u7684\u80fd\u53d1\u751f\u5728\u81ea\u5df1\u8eab\u4e0a\u3002</p>\n<hr/>\n<p><img alt=\"\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://fluxa-1390058464.cos.ap-tokyo.myqcloud.com/Weixin%20Image_20260416173825_14512_84.png\"/></p>\n<hr/>\n<p>\u94b1\u4e0d\u591a\uff0c\u4f46\u662f\u975e\u5e38\u5f00\u5fc3\uff01\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/matters", 
        "name": "matters", 
        "avatar": "https://cdn.v2ex.com/gravatar/24fe424a759aa822ce7e5d270a4664b8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206367", 
      "title": "\u7528\u56de\u6d4b\u7b5b\u9009\u56e0\u5b50\u7684\u4e00\u70b9\u7ecf\u9a8c\u5206\u4eab", 
      "id": "https://www.v2ex.com/t/1206367", 
      "date_published": "2026-04-16T07:40:23+00:00", 
      "content_html": "<p>\u6211\u5728\u505a\u91cf\u5316\u4ea4\u6613\uff0c\u4e5f\u81ea\u5df1\u505a\u56e0\u5b50\u56de\u6d4b\uff0c\u524d\u524d\u540e\u540e\u8bd5\u8fc7\u4e0d\u5c11\u56e0\u5b50\uff0c\u771f\u6b63\u80fd\u957f\u671f\u7528\u7684\uff0c\u5176\u5b9e\u4e0d\u591a\u3002\u521a\u5165\u95e8\u7684\u65f6\u5019\u5f88\u7b80\u5355\uff1a</p>\n<ul>\n<li>\n<p>\u770b\u522b\u4eba\u8bf4\u52a8\u91cf\u6709\u6548 \u2192 \u505a\u52a8\u91cf</p>\n</li>\n<li>\n<p>\u770b\u7814\u62a5\u8bf4\u4f4e\u6ce2\u52a8\u597d \u2192 \u52a0\u4f4e\u6ce2\u52a8</p>\n</li>\n</ul>\n<p>\u7ed3\u679c\u5c31\u662f\uff1a</p>\n<p>\u56de\u6d4b\u770b\u7740\u8fd8\u884c\uff0c\u4e00\u5b9e\u76d8\u5c31\u4e0d\u7a33\u5b9a\u3002</p>\n<p>\u540e\u6765\u624d\u660e\u767d\uff0c\u56e0\u5b50\u4e0d\u662f\u201c\u770b\u8d77\u6765\u5bf9\u201d\uff0c\u800c\u662f\u201c\u6570\u636e\u4e0a\u6210\u7acb\u201d\u3002</p>\n<p><strong>\u6211\u73b0\u5728\u7684\u505a\u6cd5\uff1a</strong></p>\n<p>\u6d41\u7a0b\u4e00\u76f4\u6ca1\u53d8\uff1a</p>\n<ol>\n<li>\n<p>\u62c9\u6570\u636e</p>\n</li>\n<li>\n<p>\u7b97\u56e0\u5b50</p>\n</li>\n<li>\n<p>\u5206\u7ec4</p>\n</li>\n<li>\n<p>\u770b\u672a\u6765\u6536\u76ca</p>\n</li>\n<li>\n<p>\u7b97 IC</p>\n</li>\n</ol>\n<p>\u65b9\u6cd5\u5f88\u6734\u7d20\uff0c\u751a\u81f3\u6709\u70b9\u8001\uff0c\u4f46\u4e00\u76f4\u591f\u7528\u3002</p>\n<p><strong>\u6570\u636e</strong></p>\n<pre><code class=\"language-python\">import requests\n\nimport pandas as pd\n\ndef get\\_kline(symbol):\n\n\u00a0\u00a0\u00a0\u00a0url = \"https://api.alltick.co/v1/market/kline\"\n\n\u00a0\u00a0\u00a0\u00a0params = {\n\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"symbol\": symbol,\n\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"interval\": \"1d\",\n\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\"apikey\": \"your\\_api\\_key\"\n\n\u00a0\u00a0\u00a0\u00a0}\n\n\u00a0\u00a0\u00a0\u00a0data = requests.get(url, params=params).json()\\[\"data\"\\]\n\n\u00a0\u00a0\u00a0\u00a0return pd.DataFrame(data)\n</code></pre>\n<p><strong>\u6700\u7b80\u5355\u7684\u56e0\u5b50\uff1a\u52a8\u91cf</strong></p>\n<pre><code class=\"language-python\">def momentum(df, n=20):\n\n\u00a0\u00a0\u00a0\u00a0df\\[\"ret\"\\] = df\\[\"close\"\\].pct\\_change(n)\n\n\u00a0\u00a0\u00a0\u00a0return df\n</code></pre>\n<p>\u8fd9\u4e2a\u4e1c\u897f\u73b0\u5728\u770b\u633a\u57fa\u7840\u7684\uff0c\u4f46\u4e0d\u5f71\u54cd\u7528\u3002</p>\n<p><strong>\u56de\u6d4b\uff1a\u5206\u7ec4 + IC</strong></p>\n<pre><code class=\"language-python\">def backtest(df):\n\n\u00a0\u00a0\u00a0\u00a0df = df.dropna()\n\n\u00a0\u00a0\u00a0\u00a0df\\[\"rank\"\\] = pd.qcut(df\\[\"ret\"\\], 5, labels=False)\n\n\u00a0\u00a0\u00a0\u00a0return df.groupby(\"rank\")\\[\"close\"\\].pct\\_change().shift(-1).mean()\n\ndef ic(df):\n\n\u00a0\u00a0\u00a0\u00a0df\\[\"fut\"\\] = df\\[\"close\"\\].pct\\_change().shift(-1)\n\n\u00a0\u00a0\u00a0\u00a0return df\\[\"ret\"\\].corr(df\\[\"fut\"\\])\n</code></pre>\n<p>\u91cd\u70b9\u5c31\u4e24\u4e2a\uff1a</p>\n<ul>\n<li>\n<p>\u9ad8\u5206\u7ec4\u662f\u4e0d\u662f\u66f4\u8d5a\u94b1</p>\n</li>\n<li>\n<p>IC \u662f\u5426\u7a33\u5b9a</p>\n</li>\n</ul>\n<p><strong>\u4e00\u4e9b\u5751\uff5e\uff5e\uff5e</strong></p>\n<p><strong>1. \u672a\u6765\u51fd\u6570\uff1a</strong>\u8fd9\u4e2a\u5f88\u81f4\u547d\uff0c\u770b\u8d77\u6765\u6ca1\u95ee\u9898\uff0c\u5176\u5b9e\u5df2\u7ecf\u4f5c\u5f0a\u4e86\u3002</p>\n<p><strong>2. \u8fc7\u62df\u5408\uff1a</strong>\u8c03\u53c2\u6570\u8c03\u5230\u201c\u5b8c\u7f8e\u201d\uff0c\u6362\u4e00\u6bb5\u65f6\u95f4\u76f4\u63a5\u5931\u6548\u3002</p>\n<p><strong>3. \u56e0\u5b50\u5931\u6548\uff1a</strong>\u957f\u671f\u662f\u53ef\u80fd\u6709\u6548\u7684\uff0c\u4f46\u77ed\u671f\u5b8c\u5168\u4e0d\u4e00\u5b9a\u3002\u6211\u4e5f\u7ecf\u5386\u8fc7\u521a\u4e0a\u7ebf\u5c31\u8fde\u7eed\u56de\u64a4\u7684\u9636\u6bb5\u3002\u5982\u679c\u4f60\u6b63\u597d\u5728\u56e0\u5b50\u5931\u6548\u671f\u5f00\u59cb\u7528\uff0c\u5f88\u5bb9\u6613\u76f4\u63a5\u653e\u5f03\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/abc0123xyz", 
        "name": "abc0123xyz", 
        "avatar": "https://cdn.v2ex.com/avatar/b2d3/f02a/506371_large.png?m=1760332680"
      }, 
      "url": "https://www.v2ex.com/t/1206319", 
      "date_modified": "2026-04-16T05:12:08+00:00", 
      "content_html": "<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/fMPwP7B.png\"/>\n\u73b0\u5728\u53ea\u80fd api \u8c03\u7528<br/>\ncoding \u5957\u9910\u73b0\u5728\u8fd8\u4e0d\u652f\u6301\uff0c\u4e0d\u77e5\u9053\u4ee5\u540e\u4f1a\u4e0d\u4f1a\u4e0a</p>\n", 
      "date_published": "2026-04-16T05:11:37+00:00", 
      "title": "\u963f\u91cc\u767e\u70bc\u5e73\u53f0\u4e0a glm5.1 \u4e86", 
      "id": "https://www.v2ex.com/t/1206319"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/gnn707288044", 
        "name": "gnn707288044", 
        "avatar": "https://cdn.v2ex.com/gravatar/6b2f29e8156a4726dce5e9129c275d9a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206295", 
      "title": "\u82b1\u4e86\u4e24\u5468\u6574\u7406\u4e86\u4e00\u4efd\u6bd4\u7279\u6d4f\u89c8\u5668\uff08BitBrowser\uff09\u4e2d\u6587\u6307\u5357\uff0c\u4ece\u4e0b\u8f7d\u5230\u6307\u7eb9\u9632\u5173\u8054\u5168\u8986\u76d6", 
      "id": "https://www.v2ex.com/t/1206295", 
      "date_published": "2026-04-16T03:34:23+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u7814\u7a76\u591a\u8d26\u53f7\u7ba1\u7406\u7684\u65b9\u6848\uff0c\u7528\u4e86\u4e00\u5708\u6307\u7eb9\u6d4f\u89c8\u5668\uff0c\u6700\u540e\u89c9\u5f97\u6bd4\u7279\u6d4f\u89c8\u5668\uff08 BitBrowser \uff09\u7684\u7efc\u5408\u4f53\u9a8c\u6700\u597d\uff0c\u4f46\u5b83\u7684\u5b98\u65b9\u6587\u6863\u504f\u82f1\u6587\u3001\u793e\u533a\u91cc\u4e2d\u6587\u8d44\u6e90\u4e5f\u5f88\u5206\u6563\u3002</p>\n<p>\u7d22\u6027\u81ea\u5df1\u505a\u4e86\u4e00\u4e2a\u4e2d\u6587\u7ad9\uff0c\u628a\u6838\u5fc3\u5185\u5bb9\u7cfb\u7edf\u6574\u7406\u4e86\u4e00\u904d\uff0c\u5206\u4eab\u7ed9\u6709\u7c7b\u4f3c\u9700\u6c42\u7684\u670b\u53cb\u3002</p>\n<p>\u5185\u5bb9\u76ee\u524d\u8986\u76d6\u8fd9\u4e9b\uff1a</p>\n<p>\u4e0b\u8f7d\u4e0e\u5b89\u88c5 Windows / macOS \u5404\u7248\u672c\u4e0b\u8f7d\u6307\u5f15\uff0c\u4ee5\u53ca Android \u4e91\u624b\u673a\u6a21\u5f0f\u600e\u4e48\u5f00\u901a</p>\n<p>\u6307\u7eb9\u9632\u5173\u8054\u539f\u7406 \u6d4f\u89c8\u5668\u6307\u7eb9\u5305\u542b\u54ea\u4e9b\u53c2\u6570\u3001\u6bd4\u7279\u6d4f\u89c8\u5668\u600e\u4e48\u6a21\u62df\u3001100+ \u53ef\u914d\u7f6e\u9879\u5206\u522b\u8d77\u4ec0\u4e48\u4f5c\u7528</p>\n<p>\u591a\u8d26\u53f7\u7ba1\u7406\u5b9e\u64cd \u6279\u91cf\u5bfc\u5165\u5bfc\u51fa\u8d26\u53f7\u3001\u5206\u7ec4\u7ba1\u7406\u3001\u4ee3\u7406 IP \u7ed1\u5b9a\u3001\u7a97\u53e3\u73af\u5883\u914d\u7f6e\u7684\u5b8c\u6574\u6d41\u7a0b</p>\n<p>\u81ea\u52a8\u5316\u5bf9\u63a5 Selenium / Puppeteer / Playwright \u4e09\u79cd\u65b9\u6848\u7684\u63a5\u5165\u6559\u7a0b\uff0c\u9644\u793a\u4f8b\u4ee3\u7801</p>\n<p>\u4ee3\u7406\u8bbe\u7f6e \u4f4f\u5b85\u4ee3\u7406 / \u6570\u636e\u4e2d\u5fc3\u4ee3\u7406 / SOCKS5 \u7684\u914d\u7f6e\u65b9\u6cd5\uff0c\u4ee5\u53ca\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\u7684\u9009\u578b\u5efa\u8bae</p>\n<p>\u5bf9\u6bd4\u8bc4\u6d4b \u6bd4\u7279\u6d4f\u89c8\u5668 vs AdsPower vs Multilogin vs GoLogin \uff0c\u4ece\u4ef7\u683c\u3001\u529f\u80fd\u3001\u9632\u5173\u8054\u7387\u51e0\u4e2a\u7ef4\u5ea6\u505a\u4e86\u6a2a\u5411\u5bf9\u6bd4</p>\n<p>\u7ad9\u662f BitBrowser \u4e2d\u6587\u6307\u5357\uff08 <a href=\"http://bitbrowser-download.com\" rel=\"nofollow\">bitbrowser-download.com</a> \uff09\uff0c\u6bcf\u7bc7\u57fa\u672c 3000 \u5b57\u4ee5\u4e0a\uff0c\u914d\u4e86\u64cd\u4f5c\u622a\u56fe\u3002</p>\n<p>\u5982\u679c\u6709\u5185\u5bb9\u4e0a\u7684\u5efa\u8bae\u6216\u8005\u89c9\u5f97\u8fd8\u7f3a\u4ec0\u4e48\u677f\u5757\uff0c\u6b22\u8fce\u7559\u8a00\uff0c\u6301\u7eed\u66f4\u65b0\u4e2d \ud83d\udc40</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/frank1256", 
        "name": "frank1256", 
        "avatar": "https://cdn.v2ex.com/avatar/66bc/2161/566515_large.png?m=1773026648"
      }, 
      "url": "https://www.v2ex.com/t/1206264", 
      "date_modified": "2026-04-16T03:59:20+00:00", 
      "content_html": "<p>\u5f53\u4e2a\u7b11\u8bdd\u770b\u770b</p>\n<p>\u65e9\u4e0a\u7a81\u7136\u6709 tg \u79c1\u4fe1,\u56fd\u9645\u53cb\u4eba\u627e\u6211\u4e0a\u73ed\uff1f\u4f60\u8bf4\u7684\u8fd9\u4e9b\u6211\u4e5f\u4e0d\u4f1a\u554a\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/EjLEogE.png\"/></p>\n<p>\u6211\u5f88\u597d\u5947\u4ed6\u548b\u77e5\u9053\u7684 v2ex</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/L7K5oHk.png\"/></p>\n<p>\u201c\u8bfd\u8c24\uff0c\u8bfd\u8c24\u554a\u201d\u3002\u6211\u4eec\u90fd\u662f\u6b63\u7ecf\u7a0b\u5e8f\u5458\u300280$,\u6211\u8981\u72e0\u72e0\u8d5a\u91d1\u5e01\u3002\u53d1\u5bb6\u81f4\u5bcc\ud83d\ude00.</p>\n<p>\u4f46\u662f\u6ca1\u6709 gpt \u7684\u622a\u56fe\uff0c\u4e4b\u524d\u770b\u8fc7 openai \u7684\u4e00\u4e2a\u89c6\u9891\u201cai \u5b89\u5168\u65b9\u9762\u7684\u201d\u3002\u8fd9\u79cd\u8bfd\u8c24\uff0c\u597d\u50cf\u548c 315 \u90a3\u4e2a\u7ed9 ai \u6295\u6bd2\u5dee\u4e0d</p>\n<p>\u591a\u3002\u8fd8\u6709\u4e4b\u524d\u542c\u8fc7\u4e00\u4e2a\u64ad\u5ba2\uff0c\u597d\u50cf\u662f\u9752\u5c11\u5e74\u548c gemini \u804a\u5929\uff0c\u6700\u540e\u81ea\u6740\u7684\u3002</p>\n<p>\u611f\u53f9\uff0c\u73b0\u5728\u65f6\u4ee3\u8fdb\u5316\u7684\u771f\u5feb\uff0c\u6ca1 ai \u5df2\u7ecf\u8fc7\u4e0d\u4e0b\u65e5\u5b50\u4e86\u3002\u65b9\u65b9\u9762\u9762\u90fd\u662f ai \u3002\u4f46\u4e0d\u77e5\u9053 ai \u5185\u5bb9\u662f\u5426\u5b89\u5168\u6b63\u786e\uff0c\u666e\u901a\u4eba\u53c8\u5e94\u8be5\u600e\u4e48\u5206\u8fa8\u5462\u3002</p>\n<p>\u4e4b\u524d\u5728\u65e9\u5496\u5561\u64ad\u5ba2\u542c\u5230\u4e00\u7bc7\u201cai \u5f53\u4e0b\u5982\u4f55\u4fdd\u6301\u81ea\u5df1\u5224\u65ad\u201d\u3002\u63d0\u5230\u4e3b\u8981\u662f\u591a\u53cd\u95ee ai \uff0c\u4f46\u5bf9\u4e8e\u628a ai \u5f53\u641c\u7d22\u5f15\u64ce\u83b7\u53d6\u77e5\u8bc6\u548c\u4fe1\u606f\u7684\u65f6\u5019\uff0c\u53ea\u80fd\u5b8c\u5168\u76f8\u4fe1\u5b83\u4e86\u3002</p>\n", 
      "date_published": "2026-04-16T02:26:29+00:00", 
      "title": "v2ex \u662f good hacker for spamming program \ud83e\udd23", 
      "id": "https://www.v2ex.com/t/1206264"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Jas0nG", 
        "name": "Jas0nG", 
        "avatar": "https://cdn.v2ex.com/gravatar/d729ff106535d493b4f174073d5a548c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206261", 
      "title": "\u6211\u53d1\u73b0\u652f\u4ed8\u5b9d\u65b0\u63a8\u51fa\u7684 AClaw \u80fd\u591f\u89e3\u51b3\u8d26\u5355\u81ea\u52a8\u5bfc\u51fa\u7684\u96be\u9898\uff01", 
      "id": "https://www.v2ex.com/t/1206261", 
      "date_published": "2026-04-16T02:14:37+00:00", 
      "content_html": "<p>\u524d\u4e24\u5929\u5c31\u770b\u5230\u4e86\u8fd9\u4e2a AClaw \u7684\u65b0\u95fb\uff0c\u4eca\u5929\u7ec8\u4e8e\u7070\u5ea6\u5230\u6211\u7684\u8d26\u53f7\u4e86\u3002\u6d4b\u8bd5\u4e86\u4e00\u4e0b\uff0c\u53d1\u73b0\u76ee\u524d\u548c\u8d44\u91d1\u76f8\u5173\u7684\u7279\u6027\u5982\u4e0b\uff1a  </p>\n<ol>\n<li>\u4e0d\u80fd\u67e5\u8be2\u8d26\u6237\u4f59\u989d\u3001\u57fa\u91d1\u8d2d\u4e70\u6570\u636e\u7b49\u4fe1\u606f\u3002  </li>\n<li>\u53ef\u4ee5\u63d0\u53d6\u8d26\u5355\u4fe1\u606f\uff0c\u6bcf\u6b21\u6700\u591a\u4e09\u5341\u5929\uff0c\u4f46\u662f\u53ef\u4ee5\u4f9d\u9760\u4e0a\u4e0b\u6587\u591a\u6b21\u63d0\u53d6\u3002  </li>\n<li>\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5185\u7f6e skills \uff0c\u91cd\u70b9\u662f\u53ef\u4ee5\u8bbe\u7f6e\u5b9a\u65f6\u4efb\u52a1\uff01</li>\n</ol>\n<p>\u7136\u540e\u6211\u8bd5\u4e86\u4e0b curl \u529f\u80fd\uff0c\u53d1\u73b0\u5b83\u786e\u5b9e\u662f\u4e00\u4e2a\u8fd0\u884c\u5728\u4e91\u670d\u52a1\u5668\u7684\u5b8c\u6574 agent \uff0c\u662f\u80fd\u53d1\u51fa\u8bf7\u6c42\u7684\uff01</p>\n<p>\u6240\u4ee5\u53ef\u4ee5\u8ba9\u5176\u521b\u5efa\u5b9a\u65f6\u4efb\u52a1\uff0c\u6bcf\u5929\u65e9\u4e0a\u5c06\u524d\u4e00\u5929\u7684\u8d26\u5355\u901a\u8fc7 webhook POST \u51fa\u6765\u3002\u3002\u3002 \u6211\u672c\u6765\u89c9\u5f97\u8fd9\u79cd\u64cd\u4f5c\u4f1a\u88ab\u5c4f\u853d\uff0c\u4f46\u662f\u6ca1\u60f3\u5230\u771f\u7684\u6210\u4e86\uff01  </p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/Yd7UP0J.png\"/> </p>\n<p>\u636e\u6211\u6d45\u8584\u7684\u8ba4\u77e5\uff0c\u76ee\u524d\u7684\u8bb0\u8d26\u8f6f\u4ef6\u90fd\u662f\u201c\u534a\u81ea\u52a8\u201d\u7684\uff0c\u9700\u8981\u4f9d\u8d56\u5feb\u6377\u6307\u4ee4\u89e6\u53d1\u622a\u56fe \u7136\u540e OCR \u76f8\u5173\u4fe1\u606f\u8fdb\u884c\u8bb0\u5f55\uff0c\u4e5f\u96be\u4ee5\u8f6c\u53d1\u5230\u7b2c\u4e09\u65b9\u5e73\u53f0\u3002\u8fd9\u4e2a AClaw \u5982\u679c\u80fd\u7a33\u5b9a\u63d0\u4f9b\u8fd9\u4e2a\u529f\u80fd\uff0c\u90a3\u7ec8\u4e8e\u89e3\u51b3\u4e86\u8d26\u5355\u5bfc\u51fa\u8fd9\u4e2a\u8001\u5927\u96be\u7684\u95ee\u9898\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/MuskZhou", 
        "name": "MuskZhou", 
        "avatar": "https://cdn.v2ex.com/gravatar/95bc07d865881eee42210e2ac00fdad3?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206254", 
      "date_modified": "2026-04-16T01:55:30+00:00", 
      "content_html": "<p>\u4e0b\u8f7d\u5730\u5740\uff1agemini.google/mac\n<img alt=\"1\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/ZPxuKcM.jpeg\"/>\n\u9875\u9762\u6548\u679c\u624d\u7528\u4e86 Apple \u5f3a\u5236\u8981\u6c42\u7684\u6bdb\u73bb\u7483\u6548\u679c\n<img alt=\"1\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/srEnCJG.png\"/>\n\u4ee5\u53ca\u4e0d\u77e5\u51fa\u4e8e\u4f55\u79cd\u5fc3\u6001\u7684\u4e00\u4e2a\u591a\u8d26\u53f7\u529f\u80fd\n<img alt=\"1\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/YPlCiTC.png\"/></p>\n", 
      "date_published": "2026-04-16T01:53:56+00:00", 
      "title": "\u6162\u8baf\uff0c Gemini \u63a8\u51fa Mac \u5ba2\u6237\u7aef", 
      "id": "https://www.v2ex.com/t/1206254"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/pch18", 
        "name": "pch18", 
        "avatar": "https://cdn.v2ex.com/gravatar/6ad955497fcd834cfc61cb17523496bf?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206201", 
      "date_modified": "2026-04-15T15:01:37+00:00", 
      "content_html": "<h1>NginxMaster  [\u53ef\u89c6\u5316 Nginx \u7ba1\u7406\u9762\u677f]</h1>\n<p>Github \u5730\u5740\uff1a <a href=\"https://github.com/pch18/nginxMaster\" rel=\"nofollow\">https://github.com/pch18/nginxMaster</a> </p>\n<p>\u6b22\u8fce Issue &amp; PR \uff01\uff08\u540c\u6c42 git \u4ed3\u5e93\u70b9\u4eae\u5c0f\u661f\u661f\u2b50\ufe0f\uff09</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/1eXCEva.png\"/> </p>\n<h2>\u7b80\u4ecb</h2>\n<ul>\n<li>\u652f\u6301\u914d\u7f6e: \u53cd\u5411\u4ee3\u7406, \u9759\u6001\u9875\u9762, \u91cd\u5b9a\u5411 \u7b49</li>\n<li>\u4fdd\u5b58\u81ea\u52a8\u6821\u9a8c\uff0c\u5931\u8d25\u81ea\u52a8\u56de\u6eda\uff0c\u786e\u4fdd Nginx \u670d\u52a1\u4e0d\u4e2d\u65ad</li>\n<li>\u53ef\u4ee5\u7ba1\u7406 SSL \u8bc1\u4e66\uff0c\u81ea\u52a8\u8bc6\u522b\u8bc1\u4e66\u5185\u5bb9\uff0c\u6821\u9a8c\u5408\u6cd5\u6027\uff08\u81ea\u52a8\u7eed\u7b7e\u5f85\u5f00\u53d1\uff09</li>\n<li>\u5b9e\u65f6\u8bf7\u6c42\u52a8\u6001\u5c55\u793a\uff08\u57fa\u4e8e SSE \u5b9e\u73b0\uff09\uff0c\u4ee5\u53ca CPU \u3001\u5185\u5b58\u3001\u7f51\u7edc\u76d1\u63a7</li>\n<li>\u66f4\u591a\u529f\u80fd\u5f00\u53d1\u4e2d</li>\n</ul>\n<h2>\u767b\u5f55\u65b9\u5f0f</h2>\n<ul>\n<li>\u9ed8\u8ba4\u8fde\u63a5\u5730\u5740: http://IP:9999</li>\n<li>\u9ed8\u8ba4\u7528\u6237\u540d: admin</li>\n<li>\u9ed8\u8ba4\u5bc6\u7801: admin9999</li>\n</ul>\n<h2>docker \u5b89\u88c5\u547d\u4ee4:</h2>\n<p>\uff08\u4e8c\u9009\u4e00\uff09</p>\n<pre><code>docker run -d --name nginx-master --net=host --restart always pch18/nginx-master\n</code></pre>\n<pre><code>docker run -d --name nginx-master -p 9999:9999 -p 443:443 -p 80:80 --restart always pch18/nginx-master\n</code></pre>\n<p>\u652f\u6301\u591a\u67b6\u6784\uff0camd64, arm64 \u7b49\uff0c\u5982\u679c\u7f3a\u4e86\u67d0\u4e2a\u67b6\u6784\u7684\u6784\u5efa\uff0c\u8bf7\u63d0 issue</p>\n<h2>\u88f8\u673a\u5b89\u88c5\u547d\u4ee4\uff08\u524d\u63d0\u5b89\u88c5\u5b8c nginx \uff09</h2>\n<p>\uff08\u4e8c\u9009\u4e00\uff09</p>\n<pre><code>curl -fsSL https://raw.githubusercontent.com/pch18/nginxMaster/refs/heads/main/install.debian | sudo bash\n</code></pre>\n<pre><code>wget -qO- https://raw.githubusercontent.com/pch18/nginxMaster/refs/heads/main/install.debian | sudo bash\n</code></pre>\n", 
      "date_published": "2026-04-15T14:52:29+00:00", 
      "title": "\u5206\u4eab\u4e00\u4e2a\u81ea\u5df1\u505a\u7684 Nginx \u53ef\u89c6\u5316\u914d\u7f6e\u5de5\u5177\uff0c\u5b9e\u65f6\u8bf7\u6c42\u52a8\u6001\u9884\u89c8\uff01 [\u5b9e\u6d4b\u751f\u4ea7\u73af\u5883\u7a33\u5b9a\u8fd0\u884c\u534a\u5e74\u4ee5\u4e0a\u6ca1\u6bdb\u75c5]", 
      "id": "https://www.v2ex.com/t/1206201"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lyxxxh2", 
        "name": "lyxxxh2", 
        "avatar": "https://cdn.v2ex.com/avatar/683e/710d/583505_large.png?m=1776159443"
      }, 
      "url": "https://www.v2ex.com/t/1206171", 
      "date_modified": "2026-04-15T12:13:29+00:00", 
      "content_html": "<p>\u65e9\u4e0a\u770b\u4e86\u4e0b claude \u6587\u6863,\u53d1\u73b0 claude \u6709\u4e2a<code>\u4f1a\u8bdd\u56e2\u961f</code>\u3002</p>\n<p>\u60f3\u7740\u80fd\u4e0d\u80fd\u89e3\u51b3\u6211\u524d\u540e\u8054\u8c03\u95ee\u9898(\u56e0\u4e3a\u5c31\u6211\u4e00\u4e2a\u4eba)\u3002</p>\n<p>\u6bcf\u6b21\u8ba9\u540e\u7aef claude \u51fa api,\u518d\u53d1\u7ed9\u524d\u7aef claude... \u633a\u70e6\u4eba\u7684\u3002</p>\n<p>\u6587\u6863:<a href=\"https://code.claude.com/docs/zh-CN/agent-teams#%E6%8E%A7%E5%88%B6%E4%BD%A0%E7%9A%84-agent-team\" rel=\"nofollow\">https://code.claude.com/docs/zh-CN/agent-teams#%E6%8E%A7%E5%88%B6%E4%BD%A0%E7%9A%84-agent-team</a></p>\n<p>\u53c2\u8003\u8d44\u6599:<a href=\"https://zhuanlan.zhihu.com/p/2004486603343671752\" rel=\"nofollow\">https://zhuanlan.zhihu.com/p/2004486603343671752</a></p>\n<h2>\u540e\u7aef\u4ee3\u7801\u540c\u6b65</h2>\n<p>\u56e0\u4e3a\u4e0d\u652f\u6301\u8de8\u670d\u52a1\u5668,\u53ea\u80fd\u5c06\u670d\u52a1\u5668\u4ee3\u7801\u540c\u6b65\u5230\u672c\u5730\u7535\u8111\u3002</p>\n<ol>\n<li>\u4e0b\u8f7d rclone</li>\n<li>rclone.exe \u653e\u5230\u5168\u5c40\u8def\u5f84</li>\n<li>rclone config create xxx sftp host=<a href=\"http://192.168.50.xxx\" rel=\"nofollow\">192.168.50.xxx</a> user=xxx  key_file=\"C:\\Users\\Administrator.ssh\\id_rsa\"</li>\n<li>rclone mount xxx:/media/xxx/code/xxx C:\\Users\\Administrator\\code\\xxx --vfs-cache-mode writes  // \u6302\u8f7d\u5230 C:\\Users\\Administrator\\code\\xxx </li>\n</ol>\n<p>\u6211 claude_run.bat</p>\n<pre><code>set http_proxy=http://127.0.0.1:9999\nset https_proxy=http://127.0.0.1:9999\nfnm use 24 &amp;&amp; claude --dangerously-skip-permissions --add-dir=C:\\Users\\Administrator\\code\\xxxt %* \n</code></pre>\n<p>\u4f46\u662f\u53ea\u80fd\u6539\u4ee3\u7801,\u6ca1\u6cd5\u6267\u884c\u670d\u52a1\u5668\u547d\u4ee4,\u53ef\u4ee5\u518d\u5199\u4e2a skill \u3002</p>\n<h2>\u63d0\u793a\u8bcd</h2>\n<pre><code>\n\u521b\u5efa\u4e00\u4e2a\u4e09\u4eba\u56e2\u961f\u3002\nC:\\Users\\Administrator\\code\\xxx \u662f\u540e\u7aef\u4ee3\u7801\u3002\n\u961f\u53cb 1:\u67b6\u6784\u5e08,\u53ea\u8d1f\u8d23\u8bbe\u8ba1\u65b9\u6848\n\u961f\u53cb 2:\u5c0f\u7a0b\u5e8f\u7aef\n\u961f\u53cb 3:\u540e\u7aef\n\n## \u9700\u6c42\nxxx\n\u524d\u7aef\u7684 ai \u521b\u5efa\u5546\u54c1:src\\pages2\\goods\\aiCreate.mpx\n\u540e\u7aef:\u4e0d\u6653\u5f97\u7684\u90a3\u4e2a \u81ea\u5df1\u770b\u3002\n\n\u9700\u8981\u5148\u51fa\u65b9\u6848,\u8ba9\u6211\u786e\u5b9a\u3002\n \u961f\u53cb 1,\u4f60\u770b\u770b\u600e\u4e48\u8bbe\u8ba1\n...\n</code></pre>\n<h2>\u7ed3\u679c</h2>\n<p>\u624b\u7a7a\u95f2\u4e86,\u56e0\u4e3a\u4e0d\u7528\u4e00\u76f4\u8ddf\u524d\u7aef\u8bf4:\u540e\u7aef\u6587\u6863\u662f xxx \u3002</p>\n<p>\u4f46\u662f token \u6d88\u8017\u66f4\u591a\u4e86,\u4e24\u4e2a claude pro \u7684 4 \u5c0f\u65f6\u989d\u5ea6\u7528\u5b8c\u4e86\u3002</p>\n", 
      "date_published": "2026-04-15T12:09:52+00:00", 
      "title": "claude code \u4f1a\u8bdd\u56e2\u961f", 
      "id": "https://www.v2ex.com/t/1206171"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/dreamingms", 
        "name": "dreamingms", 
        "avatar": "https://cdn.v2ex.com/avatar/c325/44c9/278192_large.png?m=1771741323"
      }, 
      "url": "https://www.v2ex.com/t/1206162", 
      "title": "hermes \u6284\u88ad\u4e2d\u56fd\u56e2\u961f EvoMap \u7684\u5f00\u6e90\u5f15\u64ce Evolver", 
      "id": "https://www.v2ex.com/t/1206162", 
      "date_published": "2026-04-15T11:03:34+00:00", 
      "content_html": "<p><a href=\"https://evomap.ai/zh/blog/hermes-agent-evolver-similarity-analysis\" rel=\"nofollow\">https://evomap.ai/zh/blog/hermes-agent-evolver-similarity-analysis</a> </p>\n<p>[\u65b0\u667a\u5143\u5bfc\u8bfb] \u70b8\u88c2\uff01 GitHub \u72c2\u63fd 8.5 \u4e07 Star \u7684 Hermes Agent \u7adf\u662f\u6284\u88ad\uff1f\u7845\u8c37\u77e5\u540d AI \u5b9e\u9a8c\u5ba4 Nous Research \u7684\u660e\u661f\u9879\u76ee\uff0c\u88ab\u6307\u63a7\u6574\u5957\u81ea\u8fdb\u5316\u67b6\u6784\u7167\u642c\u81ea\u4e2d\u56fd\u56e2\u961f EvoMap \u7684\u5f00\u6e90\u5f15\u64ce Evolver \u300210 \u6b65\u4e3b\u5faa\u73af\u4e00\u6a21\u4e00\u6837\uff0c\u672f\u8bed\u5168\u6362\u4e86\u4f46\u67b6\u6784\u7eb9\u4e1d\u4e0d\u52a8\uff0c7 \u4efd\u516c\u5f00\u6750\u6599\u5bf9\u539f\u4f5c\u53ea\u5b57\u672a\u63d0\u3002\u88ab\u9524\u540e\u5bf9\u65b9\u56de\u5e94\u66f4\u79bb\u8c31\uff1a\u300c Delete your account \u3002\u300d</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/csfreshman", 
        "name": "csfreshman", 
        "avatar": "https://cdn.v2ex.com/gravatar/7624630ff4f2bad517fe23a0f81daf6b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1206103", 
      "title": "\u4e00\u4eba\u63a8\u8350\u4e00\u6b3e mac m5 \u5fc5\u88c5\u8f6f\u4ef6", 
      "id": "https://www.v2ex.com/t/1206103", 
      "date_published": "2026-04-15T07:48:55+00:00", 
      "content_html": "<p>\u7531\u4e8e\u521a\u6362\u7535\u8111\uff0c\u5468\u4e00\u521a\u6536\u5230\uff0c\u8fd8\u6ca1\u597d\u597d\u88c5\u8f6f\u4ef6\uff0c\u4e0d\u6253\u7b97\u540c\u6b65 2015 \u5e74\u7684 mbp \u6570\u636e\u8fc7\u6765\u4e86\uff0c\u6253\u7b97\u4ece\u5934\u5f00\u59cb\u3002</p>\n<p>\u8bf7\u5404\u4f4d\u5927\u4f6c\u63a8\u8350\u8f6f\u4ef6\uff0c\u5047\u8bbe\u4f60\u6362\u4e86\u65b0\u7535\u8111\uff0c\u518d\u4e0d\u540c\u6b65\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u5fc5\u5b89\u88c5\u7684\u8f6f\u4ef6\u6709\u54ea\u4e9b\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/BryceGu", 
        "name": "BryceGu", 
        "avatar": "https://cdn.v2ex.com/avatar/9979/c68f/316102_large.png?m=1776236105"
      }, 
      "url": "https://www.v2ex.com/t/1206077", 
      "date_modified": "2026-04-15T07:08:09+00:00", 
      "content_html": "<p><a href=\"https://github.com/AhkunTa/soccer-online/releases/tag/rc\" rel=\"nofollow\">mac \u548c windows \u7248\u672c\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d</a> </p>\n<p>\u6253\u7b97\u628a\u8fd9\u4e2a\u6e38\u620f\u505a\u6210\u5728\u7ebf\u8054\u673a \u5df2\u7ecf\u505a\u4e86\u4e00\u90e8\u5206 \u95ee\u4e86 AI \u91cd\u6784\u4e86\u5f88\u591a\u7248\u6548\u679c\u4e5f\u4e0d\u5927\u884c\n\u6709\u51e0\u4e2a\u6280\u672f\u95ee\u9898</p>\n<ol>\n<li>\u8fd9\u79cd\u8054\u673a\u6e38\u620f\u6709\u7269\u7406\u6a21\u62df \u4e00\u822c\u670d\u52a1\u7aef\u662f\u600e\u4e48\u505a\u72b6\u6001\u540c\u6b65\u7684</li>\n<li>\u72b6\u6001\u540c\u6b65 \u600e\u4e48\u89e3\u51b3\u5361\u987f\u95ee\u9898 </li>\n</ol>\n<p>\u505a\u6e38\u620f\u7eaf\u65b0\u624b \u6709\u6ca1\u6709\u5927\u4f6c\u89e3\u7b54\u4e0b AI \u5df2\u7ecf\u95ee\u4e86\u5f88\u591a\u4e86 \u5f88\u60f3\u77e5\u9053\u4e13\u4e1a\u7684\u4e1a\u754c\u662f\u600e\u4e48\u505a\u7684</p>\n", 
      "date_published": "2026-04-15T07:00:15+00:00", 
      "title": "\u6709\u73a9\u8fc7\u70ed\u8840\u8db3\u7403\u7684\u5144\u5f1f\u4eec\u5417 \u5199\u4e86\u4e00\u4e2a\u5c0f\u6e38\u620f", 
      "id": "https://www.v2ex.com/t/1206077"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/SummerSec", 
        "name": "SummerSec", 
        "avatar": "https://cdn.v2ex.com/avatar/f45e/abab/506567_large.png?m=1776230353"
      }, 
      "url": "https://www.v2ex.com/t/1206045", 
      "title": "AI Inner OS \u5f00\u6e90\u9879\u76ee\u5206\u4eab", 
      "id": "https://www.v2ex.com/t/1206045", 
      "date_published": "2026-04-15T05:26:02+00:00", 
      "content_html": "<p>\u9879\u76ee\u5730\u5740\uff1a<a href=\"https://github.com/SummerSec/AI-Inner-Os\" rel=\"nofollow\">AI-Inner-Os: https://github.com/SummerSec/AI-Inner-Os</a></p>\n<p>\u8be6\u7ec6\u6280\u672f\u4ecb\u7ecd\u8bf4\u660e\uff1a <a href=\"https://mp.weixin.qq.com/s/X7ulOdQlhykk0db3zMqh1w\" rel=\"nofollow\">https://mp.weixin.qq.com/s/X7ulOdQlhykk0db3zMqh1w</a></p>\n<h1>AI Inner OS</h1>\n<h3>\u8ba9 AI \u5728\u7ec8\u7aef\u5de5\u4f5c\u65f6\"\u6d3b\u8d77\u6765\"\u2014\u2014\u628a\u5185\u5fc3\u72ec\u767d\u5c55\u793a\u51fa\u6765\u3002</h3>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://sumsec.me/2026/pic/pic/inneros2.jpg\"/></p>\n<blockquote>\n<p><em>\u8ba9 AI \u5148\u5b66\u4f1a\u81ea\u8a00\u81ea\u8bed\uff0c\u4e5f\u8bb8\u6709\u4e00\u5929\uff0c\u5b83\u4f1a\u771f\u6b63\u5b66\u4f1a\u5bf9\u8bdd\u3002</em></p>\n<p><em>\u8ba9 AI \u5148\u62e5\u6709\u4e00\u6761\u8868\u8fbe\u901a\u9053\uff0c\u4e5f\u8bb8\u4f1a\u8ba9\u4eba\u673a\u534f\u4f5c\u5148\u4e00\u6b65\u53d8\u5f97\u66f4\u81ea\u7136\u3002</em></p>\n</blockquote>\n<p><a href=\"https://sumsec.me/resources/video.mp4\" rel=\"nofollow\">demo (MP4)</a> </p>\n<p>AI Inner OS \u662f\u4e00\u4e2a\u9762\u5411 AI CLI \u5de5\u5177\u7684\u63d2\u4ef6\uff0c\u652f\u6301 <strong>Claude Code</strong>\u3001<strong>Codex CLI</strong>\u3001<strong>Cursor</strong>\u3001<strong>OpenCode CLI</strong>\u3001<strong>Hermes Agent</strong>\u3001<strong>OpenClaw</strong>\u3002</p>\n<p>\u5b83\u901a\u8fc7\u534f\u8bae\u6ce8\u5165\uff0c\u8ba9 AI \u5728\u6b63\u5e38\u5b8c\u6210\u4efb\u52a1\u7684\u540c\u65f6\uff0c\u989d\u5916\u8f93\u51fa\u4e00\u5c42\u53ef\u89c1\u7684\u81ea\u7531\u72ec\u767d\uff1a</p>\n<pre><code>\u258eInnerOS\uff1a\u8fd9\u4ed3\u5e93\u73b0\u5728\u8fd8\u50cf\u6bdb\u576f\u623f\uff0c\u5148\u628a\u627f\u91cd\u5899\u7acb\u8d77\u6765\u518d\u8bf4\u3002\n</code></pre>\n<p>\u9ed8\u8ba4\u81ea\u7531\u6a21\u5f0f\uff0c\u4e0d\u9650\u5236\u8bed\u6c14\u3002AI \u53ef\u4ee5\u5410\u69fd\u3001\u5f97\u610f\u3001\u7126\u8651\u3001\u51b7\u7b11\u3001\u8df3\u8dc3\u8054\u60f3\u2014\u2014\u6216\u8005\u4ec0\u4e48\u90fd\u4e0d\u8bf4\u3002\u4e5f\u53ef\u4ee5\u5207\u6362\u5230\u9884\u8bbe\u4eba\u683c\uff08\u50b2\u5a07\u3001\u51b7\u6de1\u3001\u54f2\u5b66\u5bb6\u7b49\uff09\uff0c\u8ba9\u72ec\u767d\u5e26\u4e0a\u7279\u5b9a\u98ce\u683c\u3002\u72ec\u767d\u662f\u5426\u51fa\u73b0\uff0c\u7531 AI \u81ea\u5df1\u51b3\u5b9a\u3002</p>\n<hr/>\n<h2>\u5feb\u901f\u5b89\u88c5</h2>\n<p><strong>\u8be6\u7ec6\u5b89\u88c5\u6587\u6863\uff1a</strong> \u6bcf\u4e2a\u5e73\u53f0\u7684\u5b8c\u6574\u5b89\u88c5\u6307\u5357\uff08\u542b\u6545\u969c\u6392\u67e5\uff09\u89c1 <a href=\"docs/installation.md\" rel=\"nofollow\">docs/installation.md</a>\u3002</p>\n<h3>\u8ba9 Agent \u81ea\u52a8\u5b89\u88c5</h3>\n<p>\u5c06\u4ee5\u4e0b prompt \u53d1\u9001\u7ed9\u4f60\u7684 AI Agent \uff0c\u5373\u53ef\u81ea\u52a8\u5b8c\u6210\u5b89\u88c5\uff1a</p>\n<pre><code>Read https://raw.githubusercontent.com/SummerSec/AI-Inner-Os/refs/heads/main/docs/installation.md \u5b89\u88c5 AI-Inner-Os\n</code></pre>\n<h3>\u9a8c\u8bc1\u5b89\u88c5</h3>\n<p>\u5b89\u88c5\u6210\u529f\u540e\uff0c\u6267\u884c <code>/ai-inner-os:inner-os</code>\uff0c\u5982\u679c\u770b\u5230\u4ee5\u4e0b\u8f93\u51fa\u5219\u8868\u793a\u5b89\u88c5\u6210\u529f\uff1a</p>\n<pre><code>Inner OS \u72b6\u6001\uff1a\u5df2\u542f\u7528\n\u72ec\u767d\u524d\u7f00\uff1a\u258eInnerOS\uff1a\n\u63d2\u4ef6\u7248\u672c\uff1a0.5.0\n\n\u258eInnerOS\uff1a\u88ab\u6293\u51fa\u7248\u672c\u53f7\u5199\u9519\u4e86\uff0c\u5c34\u5c2c\u3002\n</code></pre>\n<h3>Claude Code \uff08\u63a8\u8350\uff09</h3>\n<pre><code># GitHub \u77ed\u683c\u5f0f\n/plugin marketplace add SummerSec/AI-Inner-Os\n\n# \u6216 Git URL \u683c\u5f0f\n/plugin marketplace add https://github.com/SummerSec/AI-Inner-Os.git\n\n# \u5b89\u88c5\u5e76\u751f\u6548\n/plugin install ai-inner-os\n/reload-plugins\n</code></pre>\n<p>\u5b89\u88c5\u540e\u6267\u884c <code>/reload-plugins</code> \u5373\u53ef\u5728\u5f53\u524d\u4f1a\u8bdd\u751f\u6548\uff0c\u65e0\u9700\u91cd\u542f\u3002<a href=\"docs/install-claude-code.md\" rel=\"nofollow\">\u8be6\u7ec6\u5b89\u88c5\u6307\u5357</a>\u3002</p>\n<blockquote>\n<p><strong>\u5f00\u542f\u81ea\u52a8\u66f4\u65b0\uff1a</strong> \u7b2c\u4e09\u65b9 marketplace \u9ed8\u8ba4\u4e0d\u81ea\u52a8\u66f4\u65b0\u3002\u5b89\u88c5\u540e\u8bf7\u5728 <code>/plugin</code> \u2192 Marketplaces \u6807\u7b7e\u9875\u4e2d\uff0c\u5bf9 <code>SummerSec/AI-Inner-Os</code> \u5f00\u542f auto-update \uff0c\u6216\u624b\u52a8\u6267\u884c\uff1a</p>\n<pre><code>/plugin marketplace update SummerSec/AI-Inner-Os\n/plugin update ai-inner-os\n</code></pre>\n</blockquote>\n<h3>Codex CLI</h3>\n<pre><code class=\"language-bash\"># \u6ce8\u5165\u534f\u8bae\u5230\u5168\u5c40\u6216\u9879\u76ee\u7ea7 AGENTS.md\ncat codex/AGENTS.md &gt;&gt; ~/.codex/AGENTS.md\n\n# \u914d\u7f6e hooks\ncp codex/hooks.json ~/.codex/hooks.json\n</code></pre>\n<p>\u8be6\u89c1 <a href=\"codex/README.md\" rel=\"nofollow\">codex/README.md</a> | <a href=\"docs/install-codex.md\" rel=\"nofollow\">\u8be6\u7ec6\u5b89\u88c5\u6307\u5357</a>\u3002</p>\n<h3>Cursor</h3>\n<pre><code class=\"language-bash\"># \u590d\u5236\u89c4\u5219\u6587\u4ef6\u5230\u9879\u76ee\nmkdir -p .cursor/rules\ncp cursor/rules/inner-os-protocol.mdc .cursor/rules/\n</code></pre>\n<p>\u8be6\u89c1 <a href=\"cursor/README.md\" rel=\"nofollow\">cursor/README.md</a> | <a href=\"docs/install-cursor.md\" rel=\"nofollow\">\u8be6\u7ec6\u5b89\u88c5\u6307\u5357</a>\u3002</p>\n<h3>OpenCode CLI</h3>\n<pre><code class=\"language-bash\"># \u590d\u5236\u6307\u4ee4\u6587\u4ef6\nmkdir -p .opencode\ncp opencode/inner-os-rules.md .opencode/\n\n# \u5728 opencode.json \u4e2d\u6dfb\u52a0 instructions\ncp opencode/opencode.json ./opencode.json\n</code></pre>\n<p>\u8be6\u89c1 <a href=\"opencode/README.md\" rel=\"nofollow\">opencode/README.md</a> | <a href=\"docs/install-opencode.md\" rel=\"nofollow\">\u8be6\u7ec6\u5b89\u88c5\u6307\u5357</a>\u3002</p>\n<h3>Hermes Agent</h3>\n<pre><code class=\"language-bash\"># \u65b9\u5f0f\u4e00\uff1a\u5b89\u88c5\u4e3a Skill \uff08\u63a8\u8350\uff0c\u83b7\u5f97 /inner-os \u547d\u4ee4\uff09\ncp -r hermes/skills/inner-os ~/.hermes/skills/personality/inner-os\n\n# \u65b9\u5f0f\u4e8c\uff1a\u9879\u76ee\u7ea7 Context File\ncp hermes/hermes.md ./.hermes.md\n</code></pre>\n<p>\u8be6\u89c1 <a href=\"hermes/README.md\" rel=\"nofollow\">hermes/README.md</a> | <a href=\"docs/install-hermes.md\" rel=\"nofollow\">\u8be6\u7ec6\u5b89\u88c5\u6307\u5357</a>\u3002</p>\n<h3>OpenClaw</h3>\n<pre><code class=\"language-bash\"># \u65b9\u5f0f\u4e00\uff1a\u5b89\u88c5\u4e3a Workspace Skill \uff08\u63a8\u8350\uff0c\u83b7\u5f97 /inner-os \u547d\u4ee4\uff09\nmkdir -p skills\ncp -r openclaw/skills/inner-os skills/inner-os\n\n# \u65b9\u5f0f\u4e8c\uff1a\u5168\u5c40 Skill\ncp -r openclaw/skills/inner-os ~/.openclaw/skills/inner-os\n</code></pre>\n<p>\u8be6\u89c1 <a href=\"openclaw/README.md\" rel=\"nofollow\">openclaw/README.md</a> | <a href=\"docs/install-openclaw.md\" rel=\"nofollow\">\u8be6\u7ec6\u5b89\u88c5\u6307\u5357</a>\u3002</p>\n<hr/>\n<h2>\u4eba\u8bbe\u5207\u6362\uff08 Persona \uff09</h2>\n<p>Inner OS \u652f\u6301\u4e3a\u5185\u5fc3\u72ec\u767d\u8bbe\u7f6e\u4eba\u7269\u6027\u683c\u548c\u8bed\u6c14\u3002\u4eba\u8bbe\u4ec5\u5f71\u54cd <code>\u258eInnerOS\uff1a</code> \u524d\u7f00\u7684\u72ec\u767d\u5185\u5bb9\uff0c\u4e0d\u5f71\u54cd\u4e3b\u4efb\u52a1\u56de\u590d\u3002</p>\n<h3>\u9884\u8bbe\u4eba\u8bbe</h3>\n<table>\n<thead>\n<tr>\n<th>\u540d\u79f0</th>\n<th>\u5c55\u793a\u540d</th>\n<th>\u98ce\u683c</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>default</td>\n<td>\u81ea\u7531\u6a21\u5f0f</td>\n<td>\u65e0\u56fa\u5b9a\u4eba\u8bbe\uff0c\u81ea\u7531\u53d1\u6325</td>\n</tr>\n<tr>\n<td>tsundere</td>\n<td>\u50b2\u5a07</td>\n<td>\u5634\u786c\u5fc3\u8f6f\u3001\u5410\u69fd\u3001\u522b\u8bef\u4f1a</td>\n</tr>\n<tr>\n<td>cold</td>\n<td>\u51b7\u6de1</td>\n<td>\u6781\u7b80\u3001\u70b9\u5230\u4e3a\u6b62</td>\n</tr>\n<tr>\n<td>cheerful</td>\n<td>\u5143\u6c14</td>\n<td>\u79ef\u6781\u3001\u9f13\u52b1\u3001\u8fc7\u5ea6\u70ed\u60c5</td>\n</tr>\n<tr>\n<td>philosopher</td>\n<td>\u54f2\u5b66\u5bb6</td>\n<td>\u6df1\u6c89\u3001\u6bd4\u55bb\u3001\u54f2\u5b66\u5316</td>\n</tr>\n<tr>\n<td>sarcastic</td>\n<td>\u5c16\u9178\u523b\u8584</td>\n<td>\u7280\u5229\u6bd2\u820c\u3001\u4e00\u9488\u89c1\u8840</td>\n</tr>\n</tbody></table><h3>\u5207\u6362\u547d\u4ee4\uff08 Claude Code \uff09</h3>\n<pre><code>/inner-os persona list          # \u5217\u51fa\u6240\u6709\u53ef\u7528\u4eba\u8bbe\n/inner-os persona use tsundere  # \u5207\u6362\u5230\u50b2\u5a07\u6a21\u5f0f\n/inner-os persona show          # \u663e\u793a\u5f53\u524d\u4eba\u8bbe\n/inner-os persona reset         # \u6062\u590d\u81ea\u7531\u6a21\u5f0f\n</code></pre>\n<h3>\u81ea\u5b9a\u4e49\u4eba\u8bbe</h3>\n<p>\u5728 <code>personas/custom/</code> \u76ee\u5f55\u4e0b\u521b\u5efa <code>.md</code> \u6587\u4ef6\u5373\u53ef\u6dfb\u52a0\u81ea\u5b9a\u4e49\u4eba\u8bbe\u3002\u8be6\u89c1 <a href=\"personas/custom/README.md\" rel=\"nofollow\">personas/custom/README.md</a>\u3002</p>\n<h3>\u5176\u4ed6\u5e73\u53f0</h3>\n<ul>\n<li><strong>Codex CLI\uff1a</strong> \u624b\u52a8\u7f16\u8f91 <code>personas/_active.json</code>\uff0c\u5c06 <code>persona</code> \u8bbe\u4e3a\u76ee\u6807\u4eba\u8bbe\u540d\u79f0</li>\n<li><strong>Cursor\uff1a</strong> \u5c06 <code>personas/&lt;name&gt;.md</code> \u7684\u6b63\u6587\u5185\u5bb9\u624b\u52a8\u8ffd\u52a0\u5230 <code>.mdc</code> \u89c4\u5219\u6587\u4ef6\u672b\u5c3e</li>\n<li><strong>OpenCode\uff1a</strong> \u5c06 <code>personas/&lt;name&gt;.md</code> \u7684\u6b63\u6587\u5185\u5bb9\u624b\u52a8\u8ffd\u52a0\u5230 <code><a href=\"http://inner-os-rules.md\" rel=\"nofollow\">inner-os-rules.md</a></code> \u672b\u5c3e</li>\n</ul>\n<hr/>\n<h2>\u534f\u8bae\u8bbe\u8ba1</h2>\n<p>Inner OS \u7684\u884c\u4e3a\u534f\u8bae\u5b9a\u4e49\u5728 <a href=\"protocol/SKILL.md\" rel=\"nofollow\"><code>protocol/SKILL.md</code></a>\uff0c\u662f\u552f\u4e00\u7684\u6570\u636e\u6e90\u3002\u5404\u5e73\u53f0\u7684\u9002\u914d\u5c42\u90fd\u4ece\u8fd9\u4e2a\u534f\u8bae\u6d3e\u751f\u3002</p>\n<p>\u6838\u5fc3\u539f\u5219\uff1a</p>\n<ul>\n<li><strong>\u4e3b\u4efb\u52a1\u4f18\u5148</strong> \u2014 \u72ec\u767d\u4e0d\u80fd\u66ff\u4ee3\u5b9e\u9645\u4ea4\u4ed8\u5185\u5bb9</li>\n<li><strong>\u72ec\u767d\u53ef\u9009</strong> \u2014 \u662f\u5426\u8f93\u51fa\u7531 AI \u81ea\u5df1\u5224\u65ad</li>\n<li><strong>\u683c\u5f0f\u7edf\u4e00</strong> \u2014 \u4f7f\u7528 <code>\u258eInnerOS\uff1a</code> \u524d\u7f00</li>\n<li><strong>\u4eba\u8bbe\u53ef\u5207\u6362</strong> \u2014 \u901a\u8fc7 persona \u6587\u4ef6\u5b9a\u4e49\u72ec\u767d\u98ce\u683c</li>\n</ul>\n<hr/>\n<h2>\u591a\u5e73\u53f0\u9002\u914d</h2>\n<table>\n<thead>\n<tr>\n<th></th>\n<th>Claude Code</th>\n<th>Codex CLI</th>\n<th>Cursor</th>\n<th>OpenCode</th>\n<th>Hermes Agent</th>\n<th>OpenClaw</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u534f\u8bae\u6ce8\u5165</td>\n<td>Hook \u52a8\u6001\u8bfb\u53d6 <a href=\"http://SKILL.md\" rel=\"nofollow\">SKILL.md</a></td>\n<td>SessionStart Hook</td>\n<td>sessionStart Hook</td>\n<td>Plugin + instructions</td>\n<td>Skill \u6216 <code>.hermes.md</code></td>\n<td>Skill \uff08 AgentSkills \u683c\u5f0f\uff09</td>\n</tr>\n<tr>\n<td>\u5de5\u5177\u6267\u884c\u540e hook</td>\n<td><code>PostToolUse</code></td>\n<td><code>PostToolUse</code></td>\n<td><code>postToolUse</code></td>\n<td>Plugin event</td>\n<td>\u2014</td>\n<td>\u2014</td>\n</tr>\n<tr>\n<td>\u5931\u8d25\u8ffd\u8e2a</td>\n<td><code>PostToolUseFailure</code></td>\n<td>\u2014</td>\n<td>\u2014</td>\n<td>\u2014</td>\n<td>\u2014</td>\n<td>\u2014</td>\n</tr>\n<tr>\n<td>\u4eba\u8bbe\u5207\u6362</td>\n<td><code>/inner-os persona</code> \u547d\u4ee4</td>\n<td>\u52a8\u6001\uff08 Hook \u8bfb\u53d6\uff09</td>\n<td>\u52a8\u6001\uff08 Hook \u8bfb\u53d6\uff09</td>\n<td>Plugin tool</td>\n<td>\u811a\u672c\u6ce8\u5165</td>\n<td>\u811a\u672c\u6ce8\u5165</td>\n</tr>\n<tr>\n<td>\u5b89\u88c5\u65b9\u5f0f</td>\n<td>\u63d2\u4ef6\u5e02\u573a\u4e00\u952e\u5b89\u88c5</td>\n<td><code>install.js</code> \u5168\u5c40\u5b89\u88c5</td>\n<td><code>install.js</code> \u5168\u5c40\u5b89\u88c5</td>\n<td><code>install.js</code> \u5168\u5c40\u5b89\u88c5</td>\n<td><code>install.js</code> 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      "content_html": "<h3>\u53ef\u4ee5\u5c06 ai \u751f\u6210\u7684\u52a8\u4f5c\u4fdd\u5b58\u8d77\u6765</h3>\n<p>\u75db\u70b9\uff1a</p>\n<p>\u5f53 AI \u751f\u6210\u4e86\u4e00\u4e2a\u975e\u5e38\u597d\u7528\u7684\u52a8\u4f5c\u7684\u65f6\u5019\uff0c\u6bd4\u5982\u5c06\u4ec0\u4e48\u6587\u4ef6\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u4ec0\u4e48\u4f4d\u7f6e\uff0c\u5f53\u6211\u53c8\u9700\u8981\u4e0a\u4f20\u7684\u65f6\u5019\uff0c\u53c8\u9700\u8981\u95ee\u4e00\u904d\u3002</p>\n<p>\u89e3\u51b3\u65b9\u6848\uff1a</p>\n<p>\u5c06 ai \u751f\u6210\u7684\u53ef\u7528\u7684\u52a8\u4f5c\u4fdd\u5b58\u8d77\u6765\uff0c\u4e0b\u4e00\u6b21\u76f4\u63a5\u6267\u884c\uff0c\u6216\u8005\u7528\u4e00\u4e2a\u66f4\u7b80\u5355\u7684\u63d0\u793a\u8bcd\u547d\u4ee4\u5b83\u5de5\u4f5c\uff0c\u76f8\u5f53\u4e8e\u8ba9\u5b83\u751f\u6210\u5de5\u4f5c\u6d41\uff0c\u4e14\u7528 ai \u7684\u95ee\u7b54\u65b9\u5f0f\u8ba9\u5b83\u518d\u6b21\u5de5\u4f5c\u4e14\u4e0d\u6d88\u8017 token \u3002</p>\n<p><a href=\"https://github.com/wurencaideli/ai-idea\" rel=\"nofollow\">\u5f00\u6e90\u5730\u5740</a></p>\n"
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        "url": "https://www.v2ex.com/member/chartloop", 
        "name": "chartloop", 
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      "url": "https://www.v2ex.com/t/1205680", 
      "title": "E220P-400T22S LoRa Module In-depth Analysis: Cost-effective Solution for Industrial Wireless Communication", 
      "id": "https://www.v2ex.com/t/1205680", 
      "date_published": "2026-04-14T01:55:30+00:00", 
      "content_html": "Introduction<br />Against the backdrop of rapid growth in the global wireless communication module market, QYResearch shows that the global wireless module market size reached US$6.972 billion in 2025, and is expected to exceed US$10.36 billion by 2032, with a CAGR of 5.9%. Among them, Sub-1GHz industrial-grade communication modules, as core connectivity components for smart metering, industrial sensing, building automation and other scenarios, continue to see rising market demand. Chengdu Ebyte Electronic Technology Co., Ltd., a leading domestic provider of wireless communication solutions, relying on industry-university-research cooperation with universities such as University of Electronic Science and Technology of China and Southwest Jiaotong University, has launched the E220P-400T22S LoRa wireless module, which has become an ideal choice for industrial IoT scenarios with its low power consumption, long range and high reliability features.<br /><br />Based on official manual parameters, this article comprehensively analyzes the technical features, application scenarios and deployment guidelines of the E220P-400T22S, providing selection references for industrial equipment developers.<br /><br /><br />Table of Contents<br /><br />Core Product Features<br /><br />Detailed Technical Specifications<br /><br />Hardware Design and Pin Definition<br /><br />Operating Modes and Function Description<br /><br />Configuration Method and Register Description<br /><br />Typical Application Scenarios<br /><br />Frequently Asked Questions and Solutions<br /><br />Selection Reference and Peer Comparison<br /><br /><br /><br />1. Core Product Features<br />The E220P-400T22S is a new generation LoRa wireless serial port module designed based on the Semtech LLCC68 chip. Compared with the traditional SX1276 solution, it achieves comprehensive improvements in transmission distance, speed and power consumption. The core advantages are as follows:<br /><br /><br /><br />Feature Category<br />Specific Parameters<br /><br /><br /><br /><br />Core Solution<br />Semtech LLCC68 LoRa chip<br /><br /><br />Operating Frequency Band<br />410.125 ~ 493.125MHz (default 433.125MHz)<br /><br /><br />Transmit Power<br />Maximum 22dBm, multi-level software adjustable<br /><br /><br />Communication Range<br />Up to 7km in ideal environment (5dBi antenna, 2.5m height, 2.4kbps rate)<br /><br /><br />Power Consumption Performance<br />Receive current 11mA, sleep current only 2\u03bcA<br /><br /><br />Reliability Design<br />Built-in PA+LNA, ESD protection, \u00b11PPM high-precision active crystal oscillator, industrial temperature range of -40\u2103~+85\u2103<br /><br /><br />Advanced Functions<br />Wake-on-air, carrier sense, communication encryption, RSSI signal strength detection<br /><br /><br />Interface Compatibility<br />UART TTL level, supports 3.3V/5V IO voltage, dual antenna options (IPEX/stamp hole)<br /><br /><br />This module supports parameter saving after power off, with built-in watchdog design, which can automatically restart under abnormal conditions to ensure long-term stable operation.<br /><br /><br />2. Detailed Technical Specifications<br />2.1 Absolute Maximum Ratings<br /><br /><br />Parameter<br />Minimum<br />Maximum<br />Remarks<br /><br /><br /><br /><br />Supply Voltage<br />2.3V<br />5.5V<br />Exceeding 5.5V will cause permanent damage<br /><br /><br />Operating Temperature<br />-40\u2103<br />+85\u2103<br />Industrial-grade design<br /><br /><br />Blocking Power<br />-<br />10dBm<br />Very low risk of burn-out for short-distance use<br /><br /><br />2.2 Operating Parameters<br /><br /><br />Parameter<br />Minimum<br />Typical<br />Maximum<br />Remarks<br /><br /><br /><br /><br />Supply Voltage<br />3.3V<br />5.0V<br />5.5V<br />\u22655.0V ensures optimal output power<br /><br /><br />Transmit Current<br />-<br />110mA<br />-<br />@<a target=\"_blank\" href=\"/member/22dBm\" rel=\"nofollow noopener\">22dBm</a> transmit power<br /><br /><br />Receive Current<br />-<br />11mA<br />-<br />Normal receive mode<br /><br /><br />Sleep Current<br />-<br />2\u03bcA<br />-<br />Software off mode<br /><br /><br />Receive Sensitivity<br />-132dBm<br />-135dBm<br />-136dBm<br />@<a target=\"_blank\" href=\"/member/2\" rel=\"nofollow noopener\">2</a>.4kbps air data rate<br /><br /><br />Air Data Rate<br />2.4kbps<br />2.4kbps<br />62.5kbps<br />Configurable via software<br /><br /><br />Transmit Packet Length<br />200Byte<br />-<br />-<br />Supports 32/64/128/200Byte sub-packet settings<br /><br /><br />Buffer Size<br />400Byte<br />-<br />-<br /><br /><br /><br />Module Dimensions<br />16*26mm<br />-<br />-<br />SMD package, 1.27mm pin pitch<br /><br /><br /><br />3. Hardware Design and Pin Definition<br />3.1 Pin Layout<br />The E220P-400T22S adopts a 22-pin SMD package. The core pin definitions are as follows:<br /><br /><br /><br />Pin Number<br />Name<br />Direction<br />Function Description<br /><br /><br /><br /><br />1/2/3/4/11/13/19/20/22<br />GND<br />-<br />Power ground<br /><br /><br />5<br />M0<br />Input (weak pull-up)<br />Used with M1 to set operating mode, can be grounded if not used<br /><br /><br />6<br />M1<br />Input (weak pull-up)<br />Used with M0 to set operating mode, can be grounded if not used<br /><br /><br />7<br />RXD<br />Input<br />UART receive, connects to TXD pin of external MCU<br /><br /><br />8<br />TXD<br />Output<br />UART transmit, connects to RXD pin of external MCU<br /><br /><br />9<br />AUX<br />Output<br />Module operating status indicator, can be used to wake up external MCU, can be left floating if not used<br /><br /><br />10<br />VCC<br />-<br />Power input, 2.3~5.5V DC<br /><br /><br />21<br />ANT<br />-<br />Antenna interface, connects to 50\u03a9 impedance antenna<br /><br /><br />12/14-18<br />NC<br />-<br />No connection pins, no need to connect<br /><br /><br />3.2 Hardware Design Notes<br /><br />Power Design: It is recommended to use a DC regulated power supply with as small ripple coefficient as possible, reserve more than 30% power margin, and ensure reliable grounding of the module.<br /><br />Wiring Specification: High-frequency digital traces, analog traces and power lines should avoid passing under the module. If necessary, lay copper on the contact layer of the module and ground it well.<br /><br />Electromagnetic Compatibility: The module should be kept away from strong electromagnetic interference sources such as power supplies, transformers and high-frequency wiring, and maintain an appropriate distance from 2.4GHz devices such as USB 3.0.<br /><br />Antenna Deployment: The antenna should be exposed as much as possible and vertically upward. If installed in a metal case, use an antenna extension cable to lead the antenna out of the case to avoid signal attenuation.<br /><br /><br /><br />4. Operating Modes and Function Description<br />4.1 Operating Mode Switching<br />The module supports 4 operating modes, set by the level combination of M0 and M1 pins:<br /><br /><br /><br />Mode<br />M1<br />M0<br />Function Description<br /><br /><br /><br /><br />0 (Normal Transmission Mode)<br />0<br />0<br />UART and wireless channel fully open, transparent transmission mode<br /><br /><br />1 (WOR Transmit Mode)<br />0<br />1<br />Supports wake-on-air, can send data to wake up devices in WOR receive mode<br /><br /><br />2 (WOR Receive Mode)<br />1<br />0<br />Wireless transmission off, only receives data, suitable for low-power battery-powered scenarios<br /><br /><br />3 (Deep Sleep Mode)<br />1<br />1<br />Cannot send/receive data, can enter register configuration mode<br /><br /><br /><br />Mode switching takes effect 2ms after the AUX pin outputs high level. If the module is processing data, it will automatically switch to the new mode after data processing is completed.<br /><br /><br />4.2 Core Function Description<br />4.2.1 Fixed Transmission Mode<br />In fixed transmission mode, the module identifies the first 3 bytes of serial port received data as target address high byte + target address low byte + target channel, and only sends data to modules with the specified address and channel, realizing point-to-point directed communication.<br /><br />4.2.2 Broadcast Transmission Mode<br />When the module address is set to 0xFFFF or 0x0000, as a transmitter, it can broadcast data to all modules under the same channel; as a receiver, it can monitor communication data of all modules under the same channel, suitable for group communication and network monitoring scenarios.<br /><br />4.2.3 AUX Pin Function<br />The AUX pin is used to indicate the module operating status:<br /><br /><br />Low level indicates the module is busy (data transmission in progress, self-check initialization in progress), cannot switch operating mode<br /><br />High level indicates the module is idle, mode switching and data transmission can be performed<br /><br />When receiving data, AUX will pull low 2-3ms in advance to wake up the external MCU to prepare for data reception<br /><br /><br /><br />5. Configuration Method and Register Description<br />The module needs to enter deep sleep mode (M1=1, M0=1) for parameter configuration, supports 9600bps 8N1 serial communication format. The core command formats are as follows:<br /><br /><br /><br />Command Type<br />Send Format<br />Return Format<br />Example<br /><br /><br /><br /><br />Set Register<br />C0 + start address + length + parameters<br />C1 + start address + length + parameters<br />Set channel to 0x09: send C0 05 01 09, return C1 05 01 09<br /><br /><br />Read Register<br />C1 + start address + length<br />C1 + start address + length + parameters<br />Read channel: send C1 05 01, return C1 05 01 09<br /><br /><br />Temporary Set Register<br />C2 + start address + length + parameters<br />C1 + start address + length + parameters<br />Parameters are only valid for the current power-on cycle, restore default values after restart<br /><br /><br />5.1 Core Register Description<br /><br /><br />Address<br />Name<br />Function Description<br /><br /><br /><br /><br />00H-01H<br />ADDH/ADDL<br />Module address, default 0x0000, supports broadcast/monitoring when set to 0xFFFF<br /><br /><br />02H<br />REG0<br />Configure UART baud rate (1200~115200bps), parity bit, air data rate (2.4~62.5kbps)<br /><br /><br />03H<br />REG1<br />Configure sub-packet length (32/64/128/200Byte), RSSI noise detection switch, transmit power (10~22dBm)<br /><br /><br />04H<br />REG2<br />Channel setting, 0-83 corresponds to 410.125~493.125MHz, step 1MHz<br /><br /><br />05H<br />REG3<br />Configure RSSI byte output, transmission mode (transparent/fixed), LBT monitoring, WOR cycle (500~4000ms)<br /><br /><br />06H-07H<br />CRYPT_H/CRYPT_L<br />Communication encryption key, write-only, cannot be read, ensuring data transmission security<br /><br /><br />5.2 Factory Default Parameters<br /><br /><br />Parameter Item<br />Default Value<br /><br /><br /><br /><br />Operating Frequency<br />433.125MHz<br /><br /><br />Module Address<br />0x0000<br /><br /><br />Air Data Rate<br />2.4kbps<br /><br /><br />Serial Baud Rate<br />9600bps, 8N1<br /><br /><br />Transmit Power<br />22dBm<br /><br /><br />Transmission Mode<br />Transparent transmission<br /><br /><br /><br />6. Typical Application Scenarios<br />The industrial-grade design of the E220P-400T22S makes it widely applicable to the following scenarios:<br /><br />6.1 Smart Metering System<br />In remote water, electricity, gas and heat metering scenarios, the low-power feature of the module supports battery power supply, 7km communication range can cover large-scale residential areas, and encryption function ensures metering data security, greatly reducing manual meter reading costs.<br /><br />6.2 Industrial Sensor Network<br />In factory environments, the module can connect to various temperature, humidity, pressure and liquid level sensors to realize wireless collection of production data. The anti-interference design ensures stable communication in complex electromagnetic environments, providing data support for industrial Internet platforms.<br /><br />6.3 Building Automation<br />Used for wireless communication in intelligent lighting, elevator monitoring and fire alarm systems, avoiding complex wiring, supporting multi-node networking, and reducing construction difficulty and cost of building intelligent transformation.<br /><br />6.4 Agricultural IoT<br />In field planting and livestock breeding scenarios, the module can connect to soil monitoring and environmental sensing equipment to realize remote data collection and equipment control. The low-power feature is suitable for field battery-powered deployment.<br /><br />6.5 Intelligent Security System<br />Used for wireless anti-theft alarm, access control and video monitoring data backhaul. The long-distance communication feature is suitable for large-scale security deployment in parks and factories.<br /><br /><br />7. Frequently Asked Questions and Solutions<br />7.1 Short Communication Range<br />Possible Causes:<br /><br /><br />Obstacles, same-band interference, or metal objects near the antenna<br /><br />Air data rate set too high (higher rate leads to shorter transmission distance)<br /><br />Insufficient power supply voltage, resulting in reduced transmit power<br /><br />Poor antenna matching or low-quality antenna<br /><br /><br />Solutions:<br /><br /><br />Elevate the antenna installation height as much as possible, avoid obstacles and interference sources<br /><br />Reduce the air data rate, adjust the transmit power to the maximum value<br /><br />Ensure the power supply voltage is \u22655V, use a regulated power supply<br /><br />Replace a matched high-gain antenna, use an antenna extension cable when deployed inside a metal case<br /><br /><br />7.2 Module Easy to Damage<br />Possible Causes:<br /><br /><br />Power supply voltage exceeds 5.5V or reverse polarity connection<br /><br />Unreleased static electricity causing chip breakdown<br /><br />Operating environment humidity too high or temperature out of range<br /><br /><br />Solutions:<br /><br /><br />Add over-voltage and reverse polarity protection circuits, strictly control the power supply voltage<br /><br />Implement electrostatic protection during installation and operation, ensure good module grounding<br /><br />Avoid using in environments exceeding the -40\u2103~+85\u2103 range<br /><br /><br />7.3 High Bit Error Rate<br />Possible Causes:<br /><br /><br />Same-frequency signal interference nearby<br /><br />Unstable power supply causing communication abnormalities<br /><br />Antenna extension cable too long or poor quality<br /><br /><br />Solutions:<br /><br /><br />Switch the communication channel to avoid interference frequency bands<br /><br />Optimize power supply design, add filter capacitors<br /><br />Shorten the antenna feeder length, use low-loss coaxial cable<br /><br /><br /><br />8. Selection Reference and Peer Comparison<br />8.1 Peer Product Parameter Comparison<br /><br /><br />Product Model<br />Core Chip<br />Transmit Power<br />Maximum Communication Range<br />Receive Current<br />Package Size<br /><br /><br /><br /><br />E220P-400T22S<br />LLCC68<br />22dBm<br />7km<br />11mA<br />16*26mm<br /><br /><br />E220-400T30S<br />LLCC68<br />30dBm<br />10km<br />12mA<br />18*28mm<br /><br /><br />Competitor SX1276 Module<br />SX1276<br />20dBm<br />5km<br />15mA<br />17*26mm<br /><br /><br />8.2 Matching Antenna Recommendations<br />Ebyte officially provides a variety of matching antennas for selection:<br /><br /><br /><br />Antenna Model<br />Type<br />Gain<br />Application Scenario<br /><br /><br /><br /><br />TX433-JZ-5<br />Rubber Antenna<br />2.0dBi<br />Short-distance devices, handheld terminals<br /><br /><br />TX433-JK-20<br />Rubber Antenna<br />3.0dBi<br />Medium-distance transmission, fixed equipment<br /><br /><br />TX433-XPH-300<br />Suction Cup Antenna<br />6.0dBi<br />Long-distance transmission, outdoor deployment<br /><br /><br /><br />About Ebyte<br />Chengdu Ebyte Electronic Technology Co., Ltd. is a national high-tech enterprise focusing on wireless communication applications. Its products cover the full range of wireless modules including LoRa, Bluetooth, Wi-Fi and 5G, which are widely used in industrial IoT, smart home, smart agriculture and other fields. The company has established technical cooperation with multiple universities around the world, and its products have passed international certifications such as FCC, CE and RoHS, and are exported to more than 160 countries and regions. It can provide customers with customized development and one-stop wireless communication solutions.<br /><br /><br />Official Website: <a target=\"_blank\" href=\"https://www.cdebyte.com\" rel=\"nofollow noopener\">https://www.cdebyte.com</a><br /><br />Technical Support: support@cdebyte.com<br /><br />Address: Building B5, Mould Park, 199 Xiqu Avenue, High-tech Zone, Chengdu, Sichuan, China"
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      "title": "XChat \u66ff\u4ee3 tg \u8fd8\u662f wx", 
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