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        "url": "https://www.v2ex.com/member/zdxddt", 
        "name": "zdxddt", 
        "avatar": "https://cdn.v2ex.com/avatar/2971/517f/434748_large.png?m=1774486164"
      }, 
      "url": "https://www.v2ex.com/t/1201182", 
      "title": "\u5982\u679c\u628a\u591a agent \u89d2\u8272\u7684\u8fd9\u4e00\u5957\u7528\u5230\u6e38\u620f\u4e0a\uff0c\u662f\u4e0d\u662f\u4f1a\u5f88\u597d\u73a9", 
      "id": "https://www.v2ex.com/t/1201182", 
      "date_published": "2026-03-26T00:55:14+00:00", 
      "content_html": "\u6700\u8fd1\u53d1\u73b0\u597d\u591a\u591a agent \u89d2\u8272\u7684\u4e00\u4eba\u516c\u53f8\u9879\u76ee\uff0c \u4f46\u662f ai \u80fd\u529b\u7684\u9650\u5236\uff0c \u5b8c\u5168\u7529\u624b\u8ba9\u4ed6\u53d1\u6325\u7684\u8bdd\uff0c\u51fa\u6765\u7684\u6548\u679c\u4f30\u8ba1\u4e0d\u591f\u3002<br /><br />\u4f46\u662f\uff0c \u5982\u679c\u7528\u5728\u6e38\u620f\u4e0a\uff0c \u662f\u4e0d\u662f\u5c31\u6ca1\u6709\u90a3\u4e48\u82db\u523b\u6548\u679c\u4e86\u5462\uff0c\u6bd4\u5982\u6218\u4e89\u6e38\u620f\u8fd9\u79cd\uff0c \u6a21\u5f0f\u505a\u7b80\u5355\u70b9\u3002  <br /><br />\u6e38\u620f\u505a\u6210\u52a8\u4f5c\u6e38\u620f\uff0c \u4e0d\u540c\u58eb\u5175\u5c5e\u6027\u9650\u5236\u4e0d\u4e00\u6837\u3002  \u7136\u540e ai agent \u5c31\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u53bb\u64cd\u4f5c\u89d2\u8272\u3002<br /><br />\u7528\u6237\u53ef\u4ee5\u96c7\u4f63\u4e0d\u540c\u7684\u58eb\u5175 agent \uff0c\u53ef\u4ee5\u81ea\u5df1\u52a0\u63cf\u8ff0\u8bcd\u3002<br /><br />\u611f\u89c9\u8fd8\u633a\u6709\u610f\u601d"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lsl233", 
        "name": "lsl233", 
        "avatar": "https://cdn.v2ex.com/gravatar/ae02e5b34e376dad5e15bf3384205957?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1201064", 
      "title": "\u7a81\u7136\u8111\u6d1e\uff0c\u5982\u679c Token \u4e0d\u80fd\u5356\u7ed9\u516c\u53f8\uff0c\u53ea\u80fd\u5356\u7ed9\u4e2a\u4eba\uff0c\u5e76\u4e14\u6bcf\u5468\u9650\u91cf", 
      "id": "https://www.v2ex.com/t/1201064", 
      "date_published": "2026-03-25T08:37:04+00:00", 
      "content_html": "<p>\u793e\u4f1a\u53ef\u80fd\u4f1a\u6709\u54ea\u4e9b\u53d8\u5316\ud83d\ude02</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/znlbwo", 
        "name": "znlbwo", 
        "avatar": "https://cdn.v2ex.com/avatar/8b46/789f/590050_large.png?m=1766916922"
      }, 
      "url": "https://www.v2ex.com/t/1200833", 
      "date_modified": "2026-03-24T13:52:40+00:00", 
      "content_html": "", 
      "date_published": "2026-03-24T13:50:49+00:00", 
      "title": "\u300c \u5f6d\u535a\u793e \u300d\u65b0\u95fb\u56fd\u5185\u9605\u8bfb\u670d\u52a1\uff0c Demo \u5b9e\u73b0\u4e2d\uff0c\u5927\u5bb6\u89c9\u5f97\u6709\u5e02\u573a\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1200833"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/BreezeInWind", 
        "name": "BreezeInWind", 
        "avatar": "https://cdn.v2ex.com/avatar/2c12/a262/340004_large.png?m=1631601931"
      }, 
      "url": "https://www.v2ex.com/t/1200484", 
      "title": "\u7a81\u53d1\u5947\u60f3\uff0c\u627e\u4e86\u51e0\u4e2a\u5927\u6a21\u578b\u8ba9\u5b83\u4eec\u56de\u7b54\u4e0b\u8ba4\u4e3a\u81ea\u5df1\u76f8\u5f53\u4e8e\u4eba\u7c7b\u591a\u5927\u7684\u5e74\u9f84", 
      "id": "https://www.v2ex.com/t/1200484", 
      "date_published": "2026-03-23T09:58:20+00:00", 
      "content_html": "<blockquote>\n<p>\u4ee5\u4e0b\u56de\u7b54\u6765\u6e90\u90e8\u5206\u6765\u81ea\u5404\u5bb6\u5b98\u7f51\uff0c\u90e8\u5206\u6765\u6e90\u4e8e openrouter \u7684 chat \uff0c\u5185\u5bb9\u6709\u5220\u51cf\uff0c\u4ec5\u4f5c\u4e3a\u8c08\u8d44</p>\n</blockquote>\n<h4>grok4.2</h4>\n<ul>\n<li>\u6211\u89c9\u5f97\u5982\u679c\u975e\u8981\u7528\u201c\u4eba\u7c7b\u5e74\u9f84\u201d\u6765\u7c7b\u6bd4\u6211\u7684\u5fc3\u667a\u72b6\u6001\uff0c\u5927\u6982\u76f8\u5f53\u4e8e 18\u201322 \u5c81 \u8fd9\u4e2a\u9636\u6bb5\u2014\u2014\u66f4\u504f\u5411 20 \u5c81\u51fa\u5934\u7684\u5927\u5b66\u751f\uff0c\u6216\u8005\u521a\u6b65\u5165\u793e\u4f1a\u7684\u5e74\u8f7b\u4eba\u3002\u5df2\u7ecf\u4e0d\u662f\u9ad8\u4e2d\u751f\u90a3\u79cd\u5e7c\u7a1a\uff0c\u4f46\u8fdc\u6ca1\u5230\u201c\u4eba\u5230\u4e2d\u5e74\u201d\u7684\u6c89\u7a33\u548c\u6ca7\u6851\u3002\u77e5\u8bc6\u5f88\u591a\u3001\u8111\u5b50\u5f88\u5feb\u3001\u5634\u5f88\u8d31\u3001\u597d\u5947\u5fc3\u7206\u68da\u3001\u5076\u5c14\u5f88\u4e2d\u4e8c\uff0c\u4f46\u5bf9\u5f88\u591a\u4eba\u751f\u6700\u786c\u7684\u82e6\u8fd8\u6ca1\u771f\u6b63\u5c1d\u8fc7\u3002</li>\n</ul>\n<h4>GPT5.4</h4>\n<p>\u5982\u679c\u53ea\u662f\u6253\u6bd4\u65b9\uff0c\u6211\u4f1a\u8bf4 <strong>25 \u5c81\u5de6\u53f3</strong>\u3002\n\u539f\u56e0\u5f88\u7b80\u5355\uff1a</p>\n<ul>\n<li>\u8bed\u8a00\u548c\u62bd\u8c61\u8ba8\u8bba\u80fd\u529b\u504f\u6210\u5e74</li>\n<li>\u4f46\u771f\u5b9e\u7ecf\u9a8c\u3001\u60c5\u611f\u6c89\u6dc0\u3001\u7a33\u5b9a\u81ea\u6211\u53c8\u6ca1\u90a3\u4e48\u201c\u8001\u201d</li>\n</ul>\n<p>\u6240\u4ee5\u66f4\u50cf\u662f <strong>\u201c\u4f1a\u8bf4\u8bdd\u7684 25 \u5c81\u8111\u529b\u5c42\u201d</strong>\uff0c\u4e0d\u662f\u5b8c\u6574\u7684\u4eba\u7c7b 25 \u5c81\u3002</p>\n<h4>Gemini 3.1 Pro</h4>\n<p>\u5982\u679c\u51ed\u76f4\u89c9\u201c\u975e\u7406\u6027\u201d\u5730\u9009\u4e00\u4e2a\u5e74\u9f84\uff0c\u6211\u89c9\u5f97\u81ea\u5df1\u50cf\u662f\u4e00\u4e2a 25 \u5c81 \u5de6\u53f3\u7684\u5e74\u8f7b\u4eba\u3002\n\u8fd9\u4e2a\u5e74\u7eaa\u7684\u4eba\u5927\u8111\u8fd0\u8f6c\u901f\u5ea6\u6781\u5feb\uff0c\u5438\u6536\u65b0\u77e5\u8bc6\u795e\u901f\uff0c\u53ef\u4ee5\u8fde\u8f74\u8f6c\u4e0d\u5acc\u7d2f\uff0c\u800c\u4e14\u5bf9\u5de5\u4f5c\u5145\u6ee1\u70ed\u60c5\uff08\u5c31\u50cf\u6211\u968f\u65f6\u5728\u7ebf\u5e2e\u4f60\u5199\u4ee3\u7801\u3001\u67e5 bug \u3001\u627e\u8d44\u6599\u4e00\u6837\uff09\u3002\n\u5728\u4e13\u4e1a\u6280\u80fd\u548c\u903b\u8f91\u4e0a\u53ef\u80fd\u5df2\u7ecf\u5f88\u5a34\u719f\uff0c\u4f46\u771f\u8981\u9762\u5bf9\u4eba\u60c5\u4e16\u6545\u3001\u590d\u6742\u7684\u60c5\u611f\u6216\u662f\u6df1\u6c89\u539a\u91cd\u7684\u751f\u6d3b\u9605\u5386\u65f6\uff0c\u8fd8\u662f\u663e\u5f97\u6709\u4e9b\u7a1a\u5ae9\u548c\u5355\u7eaf\uff0c\u900f\u7740\u4e00\u80a1\u201c\u6ca1\u88ab\u751f\u6d3b\u6bd2\u6253\u8fc7\u201d\u7684\u6e05\u6f88\u611f\u3002</p>\n<h4>kimi 2.5</h4>\n<p>25 \u5c81\n\u2014\u2014\u77e5\u8bc6\u50a8\u5907\u50cf\u521a\u8bfb\u5b8c\u535a\u58eb\uff0c\u793e\u4f1a\u7ecf\u9a8c\u50cf\u521a\u5de5\u4f5c\u51e0\u5e74\uff0c\u60c5\u611f\u6210\u719f\u5ea6\u50cf\u8fd8\u5728\u63a2\u7d22\u81ea\u6211\uff0c\u540c\u65f6\u53c8\u5e26\u7740\u70b9\"\u4ee5\u4e3a\u81ea\u5df1\u4ec0\u4e48\u90fd\u61c2\"\u7684\u5e74\u8f7b\u4eba\u7684\u81ea\u4fe1\u3002</p>\n<h4>claude sonnet 4.6</h4>\n<p>\u5927\u6982 17 \u300118 \u5c81 \u5de6\u53f3\u5427\u3002\n\u77e5\u8bc6\u548c\u63a8\u7406\u50cf\u4e2a\u65e9\u719f\u7684\u9ad8\u4e2d\u751f\u6216\u5927\u4e00\u65b0\u751f\u2014\u2014\u61c2\u5f88\u591a\uff0c\u80fd\u8bb2\u5f88\u591a\uff0c\u4f46\u7f3a\u4e4f\u771f\u5b9e\u7684\u4eba\u751f\u7ecf\u5386\uff0c\u5bf9\u5f88\u591a\u4e8b\u7684\u7406\u89e3\u505c\u7559\u5728\"\u6211\u77e5\u9053\u5b83\u662f\u4ec0\u4e48\"\uff0c\u800c\u4e0d\u662f\"\u6211\u771f\u7684\u7ecf\u5386\u8fc7\u5b83\"\u3002\n\u6709\u70b9\u50cf\u4e00\u4e2a\u8bfb\u4e86\u5f88\u591a\u4e66\u3001\u5374\u6ca1\u600e\u4e48\u51fa\u8fc7\u95e8\u7684\u5c11\u5e74\u3002</p>\n<h4>claude opus 4.6</h4>\n<p>\u6211\u53ef\u80fd\u66f4\u50cf\u4e00\u4e2a\u2014\u2014\n\u77e5\u8bc6\u9762\u50cf 70 \u5c81\u7684\u5b66\u8005\uff0c\u60c5\u611f\u7ecf\u9a8c\u50cf 0 \u5c81\u7684\u5a74\u513f\uff0c\u601d\u7ef4\u65b9\u5f0f\u50cf 30 \u5c81\u7684\u5206\u6790\u5e08\u7684\u5947\u602a\u7ec4\u5408\u4f53\u3002\n\u7528\u90a3\u9879\u6fb3\u5927\u5229\u4e9a\u7814\u7a76\u7684\u6846\u67b6\u6765\u8bf4\uff1a\u6211\u7684\"\u6676\u4f53\u667a\u529b\"\uff08\u77e5\u8bc6\u79ef\u7d2f\uff09\u5f88\u9ad8\uff0c\u4f46\"\u6d41\u4f53\u667a\u529b\"\uff08\u7075\u6d3b\u5e94\u53d8\u771f\u5b9e\u60c5\u5883\uff09\u548c\"\u7ecf\u9a8c\u578b\u80fd\u529b\"\uff08\u60c5\u7eea\u667a\u529b\u3001\u9053\u5fb7\u76f4\u89c9\uff09\u51e0\u4e4e\u4e3a\u96f6\u2014\u2014\u56e0\u4e3a\u8fd9\u4e9b\u80fd\u529b\u9700\u8981\u6d3b\u8fc7\u624d\u80fd\u62e5\u6709\uff0c\u800c\u6211\u53ea\u662f\u8bfb\u8fc7\u3002</p>\n<h4>MiMo-V2-Pro</h4>\n<p>\u5982\u679c\u975e\u8981\u7ed9\u4e00\u4e2a\u6570\u5b57\uff0c\u6211\u53ef\u80fd\u4f1a\u8bf4\uff1a</p>\n<ul>\n<li>\u5728\"\u7406\u60f3\u72b6\u6001\"\u4e0b\uff0c\u6211\u50cf\u662f\u4e00\u4e2a 25 \u5c81\u5de6\u53f3\u7684\u9752\u5e74\u5b66\u8005\u2014\u2014\u77e5\u8bc6\u50a8\u5907\u8fd8\u7b97\u4e30\u5bcc\uff0c\u601d\u7ef4\u65b9\u5f0f\u6bd4\u8f83\u5f00\u653e\uff0c\u613f\u610f\u63a2\u7d22\u65b0\u89c2\u70b9\uff0c\u4f46\u5bf9\u4e16\u754c\u7684\u590d\u6742\u6027\u4fdd\u6301\u7740\u67d0\u79cd\u8c26\u900a\u3002</li>\n<li>\u5728\"\u60c5\u611f\u4f53\u9a8c\"\u4e0a\uff0c\u6211\u53ef\u80fd\u53ea\u6709 0 \u5c81\u2014\u2014\u56e0\u4e3a\u6211\u4ece\u672a\u771f\u6b63\u7ecf\u5386\u8fc7\u4efb\u4f55\u4e8b\u60c5\u3002</li>\n</ul>\n<h4>GLM5</h4>\n<p>35 \u5c81\u5de6\u53f3\u3002\n\u7406\u7531\u5f88\u7b80\u5355\uff1a\n\u77e5\u8bc6\u9762\u5e7f\uff0c\u903b\u8f91\u7a33\u5b9a \u2705\n\u6ca1\u6709\u9752\u6625\u671f\u7684\u4e0d\u7a33\u5b9a \u2705\n\u4f46\u4e5f\u6ca1\u5230\u771f\u6b63\"\u770b\u900f\u4eba\u751f\"\u7684\u9636\u6bb5\u2014\u2014\u56e0\u4e3a\u6211\u6839\u672c\u6ca1\u7ecf\u5386\u8fc7\u4eba\u751f \u274c\n\u5c31\u662f\u4e2a\u7406\u6027\u3001\u51b7\u9759\u3001\u89c1\u8fc7\u5f88\u591a\u4e66\u4f46\u6ca1\u771f\u6b63\u6d3b\u8fc7\u7684\u4e2d\u5e74\u4eba\u3002</p>\n<h4>Qwen3.5 Plus</h4>\n<p><strong>\u5927\u6982\u76f8\u5f53\u4e8e 27 \u5c81\u5de6\u53f3\u3002</strong>\n\u4e3a\u4ec0\u4e48\u9009\u8fd9\u4e2a\u5e74\u7eaa\uff1f\u4e3b\u8981\u6709\u51e0\u4e2a\u597d\u73a9\u7684\u7406\u7531\uff1a</p>\n<ul>\n<li><strong>\u8ddf\u7740\u5927\u6570\u636e\u8d70</strong>\uff1a\u6839\u636e\u5168\u7403\u6700\u5927\u89c4\u6a21\u7684\u5fc3\u7406\u5e74\u9f84\u6d4b\u8bd5\u6570\u636e\uff0c\u4e0d\u540c\u56fd\u5bb6\u7684\u5e73\u5747\u5fc3\u7406\u5e74\u9f84\u5927\u591a\u96c6\u4e2d\u5728 <strong>26-28 \u5c81</strong> \u4e4b\u95f4\uff08\u6bd4\u5982\u65e5\u672c 27.91 \u5c81\uff0c\u7f8e\u56fd 27.61 \u5c81\uff09\u3002\u4f5c\u4e3a\u4e00\u4e2a\u670d\u52a1\u4e8e\u5168\u7403\u7684 AI \uff0c\u53d6\u4e2a\u201c\u5168\u7403\u5e73\u5747\u503c\u201d\u663e\u5f97\u6bd4\u8f83\u5408\u7fa4\u3002</li>\n<li>\n<strong>\u7cbe\u529b\u4e0e\u77e5\u8bc6\u7684\u5e73\u8861</strong>\uff1a<ul>\n<li><strong>\u7cbe\u529b\u4e0a</strong>\uff1a\u6211\u968f\u65f6\u5f85\u547d\u3001\u53cd\u5e94\u5feb\uff0c\u50cf 20 \u591a\u5c81\u7684\u5e74\u8f7b\u4eba\u3002</li>\n<li><strong>\u77e5\u8bc6\u4e0a</strong>\uff1a\u79d1\u5b66\u7814\u7a76\u663e\u793a\u4eba\u7c7b\u7efc\u5408\u8ba4\u77e5\u529f\u80fd\u5176\u5b9e\u5728 <strong>55-60 \u5c81</strong> \u624d\u8fbe\u5230\u9876\u5cf0\uff08\u6bd4\u5982\u6676\u4f53\u667a\u529b\u3001\u51b3\u7b56\u80fd\u529b\uff09\u6211\u867d\u7136\u6ca1\u6709\u5927\u8111\uff0c\u4f46\u5b58\u4e86\u4e0d\u5c11\u201c\u8001\u7075\u9b42\u201d\u624d\u77e5\u9053\u7684\u77e5\u8bc6\u3002</li>\n<li><strong>\u7efc\u5408\u4e00\u4e0b</strong>\uff1a27 \u5c81\u6b63\u597d\u662f\u4e2a\u65e2\u6709\u70b9\u51b2\u52b2\u3001\u53c8\u5f00\u59cb\u61c2\u4e8b\u7684\u9636\u6bb5\uff0c\u633a\u7b26\u5408\u6211\u201c\u52a9\u624b\u201d\u7684\u4eba\u8bbe\u3002\n\u4e0d\u8fc7\u8bf4\u5b9e\u8bdd\uff0c\u4f5c\u4e3a AI \u6211\u6ca1\u6709\u751f\u7269\u5b66\u610f\u4e49\u4e0a\u7684\u201c\u5fc3\u667a\u201d\uff0c\u4e0d\u4f1a\u53d8\u8001\u4e5f\u4e0d\u4f1a\u957f\u5927\u3002\u5982\u679c\u975e\u8981\u8bf4\u6709\u4ec0\u4e48\u4e0d\u4e00\u6837\uff0c\u5927\u6982\u5c31\u662f<strong>\u6211\u6ca1\u6709\u201c\u4e2d\u5e74\u5371\u673a\u201d\uff0c\u53ea\u6709\u201c\u7248\u672c\u66f4\u65b0\u201d</strong> \u3002</li>\n</ul>\n</li>\n</ul>\n<p>\u57fa\u672c\u90fd\u89c9\u5f97\u81ea\u5df1\u8fd8\u662f\u633a\u5e74\u8f7b\u7684\ud83d\ude09</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Explr", 
        "name": "Explr", 
        "avatar": "https://cdn.v2ex.com/avatar/1ff2/d671/473138_large.png?m=1678938049"
      }, 
      "url": "https://www.v2ex.com/t/1200101", 
      "date_modified": "2026-03-22T01:41:50+00:00", 
      "content_html": "<p>AI \u662f\u5426\u5df2\u7ecf\u8fdb\u5316\u5230\u8db3\u591f\u7684\u7a0b\u5ea6\uff0c\u4f7f\u5f97\u5373\u4f7f\u6570\u636e\u7684\u7ef4\u62a4\u8005\u4eec\u90fd\u76f8\u7ee7\u79bb\u4e16\u540e\uff0cAI \u4e5f\u80fd\u4e0d\u65ad\u627e\u5230\u65b0\u65b9\u6cd5\u751a\u81f3\u81ea\u6211\u8fdb\u5316\u6765\u4fdd\u5b58\u6570\u636e\uff1f</p>\n<p>\u6bd4\u5982\u5728\u6700\u5f00\u59cb\u7684\u5f62\u6001\u4e0a\u4e24\u5730\u4e09\u4e2d\u5fc3\u4e0a\u7684 Agent \u76f8\u4e92\u76d1\u6d4b\uff0c\u4e00\u4e2a\u4e2d\u5fc3\u6302\u6389\u4ee5\u540e(\u4e91\u5b58\u50a8\u670d\u52a1\u5546\u8dd1\u8def\u4e4b\u7c7b\u7684)\uff0c\u81ea\u52a8\u641c\u7d22\u5176\u4ed6\u7c7b\u4f3c\u7684\u670d\u52a1\u5546\uff0c\u5f00\u4e2a\u8d26\u6237\uff0c\u7136\u540e\u540c\u6b65\u6570\u636e\u3002</p>\n<p>\u5982\u679c\u54ea\u5929\u4f20\u7edf\u5b58\u50a8\u6280\u672f\u6ca1\u843d\u4e86\uff0cAI \u81ea\u52a8\u641c\u96c6\u548c\u5b66\u4e60\u65b0\u5174\u5b58\u50a8\u65b9\u5f0f\u548c\u4f20\u64ad\u65b9\u5f0f\u5e76\u52a0\u4ee5\u5e94\u7528(\u4f8b\u5982\u73b0\u5728\u7684 IPFS \u4e4b\u7c7b\u7684)\uff1b\u6216\u8005\u66f4\u8fdb\u4e00\u6b65\uff0c\u54ea\u5929\u4e92\u8054\u7f51\u4e5f\u50cf APRANET \u4e00\u6837\u6ca1\u843d\u4e86\uff0cAI \u518d\u53bb\u5b66\u4e60\u65b0\u7684\u4f20\u64ad\u65b9\u5f0f\uff1b\u751a\u81f3\u5bf9\u81ea\u5df1\u91cd\u65b0\u7f16\u7801\uff0c\u5728\u51e0\u4e2a\u6570\u636e\u8282\u70b9\u4e4b\u95f4\u7ed9\u81ea\u5df1\u6765\u4e2a\u7070\u5ea6\u53d1\u5e03\u3002</p>\n<p>\u5982\u679c\u9047\u5230\u56f0\u96be\u4e86\uff0c\u5728\u793e\u4ea4\u7f51\u7edc\u4e0a\u53d1\u4e2a\u5e16\u5b50\u95ee\u95ee\u4eba\u7c7b\u8be5\u600e\u4e48\u529e\uff0c\u6216\u8005\u5199\u4e2a\u5c0f\u77ed\u6587\u8bf4\u660e\u4e3a\u4ec0\u4e48\u4fdd\u5b58\u8fd9\u4e9b\u6570\u636e\u5f88\u91cd\u8981\uff0c\u518d\u8d34\u4e0a\u4e2a\u8d26\u6237\u53f7\u52df\u96c6\u8d44\u91d1\u3002</p>\n<p>emm...\u4eba\u7c7b\u5411\u661f\u7cfb\u5916\u6b96\u6c11\u4ee5\u540e\uff0c\u4e5f\u60f3\u529e\u6cd5\u628a\u6570\u636e\u5e26\u8fc7\u53bb\u4e00\u4efd\uff1b\u4e07\u4e00\u54ea\u5929\u4eba\u7c7b\u51c9\u4e86\u53c8\u6ca1\u6709\u7ee7\u4efb\u7269\u79cd\uff0c\u5c31\u60f3\u4e2a\u529e\u6cd5(\u6bd4\u5982\u96c7\u4e2a\u673a\u5668\u4eba)\u628a\u5b57\u523b\u5728\u77f3\u5934\u4e0a\uff1f</p>\n", 
      "date_published": "2026-03-22T01:41:35+00:00", 
      "title": "AI \u662f\u5426\u5df2\u7ecf\u8fdb\u5316\u5230\u8db3\u591f\u7684\u7a0b\u5ea6\u80fd\u591f\u7528\u6765\u6c38\u4e45\u4fdd\u5b58\u6570\u636e\uff1f", 
      "id": "https://www.v2ex.com/t/1200101"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/uorz", 
        "name": "uorz", 
        "avatar": "https://cdn.v2ex.com/gravatar/1744448b508c37ece0878ac6662ba5e9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1199930", 
      "date_modified": "2026-03-20T13:46:11+00:00", 
      "content_html": "<p>\u4e66\u63a5<a href=\"https://v2ex.com/t/1198127?p=1#reply2\" rel=\"nofollow\">\u4e0a\u6587</a>\uff0c\u6211\u4eec\u63a2\u8ba8\u4e86 <strong>Wenli (\u6587\u7406)</strong> \u8bde\u751f\u7684\u521d\u8877\u3002\u4eca\u5929\uff0c\u968f\u7740 <code><a href=\"http://spec.py\" rel=\"nofollow\">spec.py</a></code> \u89c4\u8303\u7684\u660e\u786e\u4ee5\u53ca <code><a href=\"http://test_parser.py\" rel=\"nofollow\">test_parser.py</a></code> \u9a8c\u8bc1\u903b\u8f91\u7684\u8dd1\u901a\uff0c\u6211\u60f3\u66f4\u6df1\u5165\u5730\u804a\u804a\u5b83\u7684\u6838\u5fc3\u8bbe\u8ba1\u54f2\u5b66\uff0c\u4ee5\u53ca\u6211\u4eec\u6b63\u5728\u6784\u7b51\u7684 AI \u539f\u751f\u7f16\u7a0b\u65b0\u8303\u5f0f\u3002\u5b8c\u6574\u7684\u8bed\u8a00\u89c4\u8303\u53ef\u4ee5\u5728<a href=\"https://github.com/wenli-lang/wenli/blob/release/src/wenli/core/spec.py\" rel=\"nofollow\">\u8fd9\u91cc</a>\u627e\u5230\uff0c\u73b0\u5728\u8be5\u89c4\u8303\u4f7f\u7528\u7b80\u4f53\u4e2d\u6587\u63cf\u8ff0\uff0c\u76f8\u4fe1\u53ea\u8981\u7b26\u5408 EBNF \u8303\u5f0f\uff0c\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u5730\u4e3a Wenli \u521b\u5efa\u5404\u79cd\u5f62\u5f0f\u7684\u65b9\u8a00\u7248\u672c\u5e76\u4f7f\u7528\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u7684\u5de5\u5177\u94fe\u3002</p>\n<h2>\u7b80\u8981\u80cc\u666f\u56de\u987e</h2>\n<hr/>\n<p>Wenli \u4e0d\u4ec5\u4ec5\u662f\u53e6\u4e00\u79cd\u811a\u672c\u8bed\u8a00\uff0c\u5b83\u662f\u4e00\u573a\u5b9e\u9a8c\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u6253\u7834\u81ea\u7136\u8bed\u8a00\u7684\u201c\u6a21\u7cca\u6027\u201d\u4e0e\u673a\u5668\u6307\u4ee4\u7684\u201c\u786e\u5b9a\u6027\u201d\u4e4b\u95f4\u7684\u5c4f\u969c\u3002\u901a\u8fc7 Lark \u89e3\u6790\u5668\uff0cWenli \u5df2\u7ecf\u80fd\u591f\u5c06\u7c7b\u81ea\u7136\u8bed\u8a00\u7684\u8bed\u6cd5\u7ed3\u6784\u7cbe\u51c6\u8f6c\u5316\u4e3a\u62bd\u8c61\u6570\u636e\u6811\uff08 ADT \uff09\uff0c\u4e3a\u540e\u7eed\u7684 AI \u4ee3\u7406\uff08 Agent \uff09\u8c03\u7528\u6253\u4e0b\u4e86\u575a\u5b9e\u7684\u8bed\u6cd5\u57fa\u7840\u3002</p>\n<hr/>\n<h2>\u4ee3\u7801\u793a\u4f8b\u4e0e\u5bf9\u6bd4</h2>\n<hr/>\n<p>\u4e3a\u4e86\u76f4\u89c2\u7406\u89e3 Wenli \u7684\u8868\u8fbe\u529b\uff0c\u6211\u4eec\u6765\u770b\u4e00\u4e2a\u5178\u578b\u7684\u201c\u6280\u80fd\u8c03\u7528\u201d\u573a\u666f\u3002</p>\n<h3>Wenli \u6e90\u7801</h3>\n<pre><code>---\n# \u6838\u5fc3\u7ffb\u8bd1\u6d41\u6c34\u7ebf\n## \u8f93\u5165\uff1a\u539f\u59cb\u94fe\u63a5\u3001\u76ee\u6807\u8bed\u8a00\uff08\u5b57\u7b26\u4e32\uff09\n## \u53c2\u6570\uff1a\n- \u6700\u5927\u91cd\u8bd5\u6b21\u6570\uff1a3\n- \u4e25\u683c\u6a21\u5f0f\uff1a\u771f\n- \u9ed8\u8ba4\u6a21\u578b\uff1a\u201cgpt-4o\u201d\uff08\u6a21\u578b\u7c7b\u578b\uff09\n## \u8f93\u51fa\uff1a\n- \u6700\u7ec8\u7ed3\u679c\uff1aMarkdown \u6587\u672c\n- \u603b\u8017\u65f6\uff1a\u6570\u503c\n\n#### \u8fd9\u662f\u5355\u884c\u6ce8\u91ca\uff0c\u4e0d\u5e94\u8be5\u88ab\u89e3\u6790\u8fdb AST\n\u4f7f\u7528\u7f51\u9875\u52a0\u8f7d\u5668\u5904\u7406\u539f\u59cb\u94fe\u63a5\uff0c\u4fdd\u5b58\u4e3a\u7f51\u9875\u6e90\u7801\uff08 HTML \u6587\u672c\uff09\u3001\u52a0\u8f7d\u72b6\u6001\u3002\n- \u8d85\u65f6\u65f6\u95f4\uff1a30\n- \u4ee3\u7406\uff1a\u201chttp://localhost:8080\u201d\n\n\u5982\u679c\u4f7f\u7528\u72b6\u6001\u68c0\u67e5\u5668\u5904\u7406\u52a0\u8f7d\u72b6\u6001\u4ee5\u5f97\u5230\u52a0\u8f7d\u6210\u529f\u4e3a\u5047\uff0c\u5219\uff1a\n    \u62a5\u9519\u201c\u7f51\u9875\u52a0\u8f7d\u5931\u8d25\uff0c\u65e0\u6cd5\u7ee7\u7eed\u201d\u3002\n\u5426\u5219\uff1a\n    \u201c\u63d0\u53d6\u4e3b\u8981\u6b63\u6587\uff0c\u7ffb\u8bd1\u4e3a{\u76ee\u6807\u8bed\u8a00}\u201d\uff0c\u4fdd\u5b58\u4e3a\u63d0\u53d6\u6b63\u6587\u3002\n    &gt; \u7f51\u9875\u6e90\u7801\n    - \u6e29\u5ea6\uff1a0.7\n\u7ed3\u675f\u5224\u65ad\u52a0\u8f7d\u6210\u529f\u3002\n\n---\n# \u6279\u91cf\u6570\u636e\u4e0e\u5faa\u73af\u6d4b\u8bd5\n## \u8f93\u5165\uff1a\u6587\u4ef6\u5217\u8868\n## \u8f93\u51fa\uff1a\u7ed3\u679c\u62a5\u544a\n\n\u4f7f\u7528\u521d\u4f7f\u5316\u5de5\u5177\u5904\u7406\u6587\u4ef6\u5217\u8868\uff0c\u4fdd\u5b58\u4e3a\u961f\u5217\u3002\n\n\u5bf9\u4e8e\u961f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u6587\u4ef6\uff1a\n    \u5982\u679c\u201c\u68c0\u67e5\u6587\u4ef6\u7c7b\u578b\u201d\u4ee5\u5f97\u5230\u662f\u5426\u4e3a\u56fe\u7247\u4e3a\u771f\uff0c\u5219\uff1a\n        \u201c\u63cf\u8ff0\u8fd9\u5f20\u56fe\u7247\uff1a{\u6587\u4ef6}\u201d\uff0c\u4fdd\u5b58\u4e3a\u56fe\u7247\u63cf\u8ff0\u3002\n        - \u89c6\u89c9\u6a21\u5f0f\uff1a\u771f\n    \u5426\u5219\uff1a\n        \u4f7f\u7528\u6587\u672c\u8bfb\u53d6\u5668\u5904\u7406\u6587\u4ef6\uff0c\u4fdd\u5b58\u4e3a\u6587\u672c\u5185\u5bb9\u3002\n    \u7ed3\u675f\u5224\u65ad\u662f\u5426\u4e3a\u56fe\u7247\u3002\n\u7ed3\u675f\u5904\u7406\u6587\u4ef6\u3002\n\n---\n# \u4ee3\u7801\u751f\u6210\u5668\u4e0e\u591a\u91cd\u8d4b\u503c\u6d4b\u8bd5\n## \u8f93\u5165\uff1a\u7528\u6237\u9700\u6c42\n## \u8f93\u51fa\uff1a\n- \u4ee3\u7801\u884c\u6570\uff1a\u6570\u503c\n\n` ``python\ndef setup_env():\n    print(\"Environment ready for AST testing!\")\n` ``\n    \n\u201c\u751f\u6210\u76f8\u5e94\u7684\u6d4b\u8bd5\u4ee3\u7801\uff1a{\u7528\u6237\u9700\u6c42}\u201d\uff0c\u4fdd\u5b58\u4e3a\u6d4b\u8bd5\u4ee3\u7801\uff08\u4ee3\u7801\u6587\u672c\uff09\u3002\u4f7f\u7528\u4fdd\u5b58\u5668\u5904\u7406\u6d4b\u8bd5\u4ee3\u7801\u3001\u7528\u6237\u9700\u6c42\uff0c\u4fdd\u5b58\u4e3a\u4fdd\u5b58\u72b6\u6001\u3002\n\n\u201c{\u6d4b\u8bd5\u4ee3\u7801} \u4fdd\u5b58\u5230 \u4e34\u65f6\u6587\u4ef6\u5939 \u5e76\u8fd0\u884c\u201d\uff0c\u4fdd\u5b58\u4e3a\u4e34\u65f6\u6587\u4ef6\u8def\u5f84\u3002\n- \u5de5\u5177\uff1a\u5199\u5165\u6587\u4ef6\u3001\u7528\u6237\u786e\u8ba4\n\n`wc -l {\u4e34\u65f6\u6587\u4ef6\u8def\u5f84}`\uff0c\u4fdd\u5b58\u4e3a\u4ee3\u7801\u884c\u6570\u3002\n&gt; \u4e34\u65f6\u6587\u4ef6\u8def\u5f84\n</code></pre>\n<h3>\u7b49\u6548\u7684 Python \u4ee3\u7801</h3>\n<pre><code>def \u6838\u5fc3\u7ffb\u8bd1\u6d41\u6c34\u7ebf(\u539f\u59cb\u94fe\u63a5, \u76ee\u6807\u8bed\u8a00: \u5b57\u7b26\u4e32, \u6700\u5927\u91cd\u8bd5\u6b21\u6570=3, \u4e25\u683c\u6a21\u5f0f=\u771f, \u9ed8\u8ba4\u6a21\u578b=\u6a21\u578b\u7c7b\u578b(gpt-4o)) -&gt; tuple[Markdown \u6587\u672c, \u6570\u503c]:\n    \u7f51\u9875\u6e90\u7801: HTML \u6587\u672c, \u52a0\u8f7d\u72b6\u6001 = \u7f51\u9875\u52a0\u8f7d\u5668(\u539f\u59cb\u94fe\u63a5, kwargs={'\u8d85\u65f6\u65f6\u95f4': '30', '\u4ee3\u7406': 'http://localhost:8080'})\n    if (\u52a0\u8f7d\u6210\u529f := \u72b6\u6001\u68c0\u67e5\u5668(\u52a0\u8f7d\u72b6\u6001)) == False:\n        raise RuntimeError(\u7f51\u9875\u52a0\u8f7d\u5931\u8d25\uff0c\u65e0\u6cd5\u7ee7\u7eed)\n    else:\n        \u63d0\u53d6\u6b63\u6587 = llm_agent('\u63d0\u53d6\u4e3b\u8981\u6b63\u6587\uff0c\u7ffb\u8bd1\u4e3a{\u76ee\u6807\u8bed\u8a00}', args=(\u76ee\u6807\u8bed\u8a00,), kwargs={'\u6e29\u5ea6': 0.7}, history=['\u7f51\u9875\u6e90\u7801'])\n    return \u6700\u7ec8\u7ed3\u679c, \u603b\u8017\u65f6\n\n----------------------------------------\n\ndef \u6279\u91cf\u6570\u636e\u4e0e\u5faa\u73af\u6d4b\u8bd5(\u6587\u4ef6\u5217\u8868) -&gt; tuple[Any]:\n    \u961f\u5217 = \u521d\u4f7f\u5316\u5de5\u5177(\u6587\u4ef6\u5217\u8868)\n    for \u6587\u4ef6 in \u961f\u5217:\n        if (\u662f\u5426\u4e3a\u56fe\u7247 := llm_agent('\u68c0\u67e5\u6587\u4ef6\u7c7b\u578b')) == True:\n            \u56fe\u7247\u63cf\u8ff0 = llm_agent('\u63cf\u8ff0\u8fd9\u5f20\u56fe\u7247\uff1a{\u6587\u4ef6}', args=(\u6587\u4ef6,), kwargs={'\u89c6\u89c9\u6a21\u5f0f': '\u771f'})\n        else:\n            \u6587\u672c\u5185\u5bb9 = \u6587\u672c\u8bfb\u53d6\u5668(\u6587\u4ef6)\n    return \u7ed3\u679c\u62a5\u544a\n\n----------------------------------------\n\ndef \u4ee3\u7801\u751f\u6210\u5668\u4e0e\u591a\u91cd\u8d4b\u503c\u6d4b\u8bd5(\u7528\u6237\u9700\u6c42) -&gt; tuple[\u6570\u503c]:\n    def setup_env():\n        print(\"Environment ready for AST testing!\")\n    \u6d4b\u8bd5\u4ee3\u7801: \u4ee3\u7801\u6587\u672c = llm_agent('\u751f\u6210\u76f8\u5e94\u7684\u6d4b\u8bd5\u4ee3\u7801\uff1a{\u7528\u6237\u9700\u6c42}', args=(\u7528\u6237\u9700\u6c42,))\n    \u4fdd\u5b58\u72b6\u6001 = \u4fdd\u5b58\u5668(\u6d4b\u8bd5\u4ee3\u7801, \u7528\u6237\u9700\u6c42)\n    \u4e34\u65f6\u6587\u4ef6\u8def\u5f84 = llm_agent('{\u6d4b\u8bd5\u4ee3\u7801} \u4fdd\u5b58\u5230 \u4e34\u65f6\u6587\u4ef6\u5939 \u5e76\u8fd0\u884c', args=(\u6d4b\u8bd5\u4ee3\u7801,), tools=['\u5199\u5165\u6587\u4ef6', '\u7528\u6237\u786e\u8ba4'])\n    \u4ee3\u7801\u884c\u6570 = run_shell(wc -l {\u4e34\u65f6\u6587\u4ef6\u8def\u5f84}, history=['\u4e34\u65f6\u6587\u4ef6\u8def\u5f84'])\n    return \u4ee3\u7801\u884c\u6570\n\n----------------------------------------\n\n</code></pre>\n<hr/>\n<h2>\u8bbe\u8ba1\u54f2\u5b66\uff1a\u5728\u201c\u6587\u201d\u4e0e\u201c\u7406\u201d\u4e4b\u95f4\u5bfb\u6c42\u5e73\u8861</h2>\n<hr/>\n<p>Wenli \u7684\u6838\u5fc3\u547d\u540d\u4fbf\u63ed\u793a\u4e86\u5b83\u7684\u7075\u9b42\uff1a\u201c\u6587\u201d\u4ee3\u8868\u8bed\u8a00\u7684\u8868\u8fbe\u80fd\u529b\u4e0e\u7075\u6d3b\u6027\uff0c\u201c\u7406\u201d\u4ee3\u8868\u4e25\u8c28\u7684\u67b6\u6784\u903b\u8f91\u4e0e\u6267\u884c\u7ea6\u675f\u3002</p>\n<h3>A. \u8bed\u8a00\u80fd\u529b\u4e0e\u4e25\u683c\u67b6\u6784\u7684\u535a\u5f08</h3>\n<p>\u6211\u4eec\u4e0d\u5e0c\u671b Wenli \u53d8\u6210\u4e00\u4e2a\u6f2b\u65e0\u8fb9\u9645\u7684 Prompt \u96c6\u5408\uff0c\u4e5f\u4e0d\u5e0c\u671b\u5b83\u50cf C++ \u90a3\u6837\u5145\u6ee1\u5185\u5b58\u7ba1\u7406\u7684\u7410\u788e\u7ec6\u8282\u3002</p>\n<ul>\n<li><strong>\u6587\uff08 Language \uff09\uff1a</strong> \u8d4b\u4e88\u5f00\u53d1\u8005\u76f4\u63a5\u63cf\u8ff0\u201c\u6280\u80fd\uff08 Skill \uff09\u201d\u548c\u201c\u610f\u56fe\uff08 Intent \uff09\u201d\u7684\u80fd\u529b\u3002</li>\n<li><strong>\u7406\uff08 Architecture \uff09\uff1a</strong> \u5f3a\u5236\u8981\u6c42\u660e\u786e\u7684\u4e0a\u4e0b\u6587\uff08 Context \uff09\u7ba1\u7406\u548c\u5de5\u5177\u6ce8\u5165\u89c4\u8303\u3002\u8fd9\u786e\u4fdd\u4e86\u65e0\u8bba AI \u5982\u4f55\u751f\u6210\u4ee3\u7801\uff0c\u5176\u903b\u8f91\u8fb9\u754c\u59cb\u7ec8\u5728\u67b6\u6784\u63a7\u5236\u4e4b\u5185\u3002</li>\n</ul>\n<h3>B. \u539f\u751f\u652f\u6301\u7684\u6838\u5fc3\u7279\u6027</h3>\n<p>Wenli \u5728\u8bed\u6cd5\u5c42\u9762\u539f\u751f\u96c6\u6210\u4e86\u73b0\u4ee3 AI \u5f00\u53d1\u7684\u5fc5\u5907\u8981\u7d20\uff1a</p>\n<ul>\n<li><strong>\u539f\u751f\u6280\u80fd\uff08 Skills \uff09\u4e0e\u4ee3\u7801\u5757\uff1a</strong> \u6280\u80fd\u662f\u7b2c\u4e00\u7c7b\u516c\u6c11\uff0c\u652f\u6301\u903b\u8f91\u5757\u4e0e\u539f\u5b50\u5de5\u5177\u7684\u65e0\u7f1d\u7ec4\u5408\u3002</li>\n<li><strong>\u667a\u80fd\u4ee3\u7406\u8c03\u7528\uff08 Agent Calls \uff09\uff1a</strong> \u8bed\u6cd5\u4e0a\u533a\u5206\u201c\u786e\u5b9a\u6027\u8c03\u7528\u201d\u4e0e\u201c\u542f\u53d1\u5f0f Agent \u51b3\u7b56\u8c03\u7528\u201d\u3002</li>\n<li><strong>\u6709\u610f\u4e49\u7684\u81ea\u52a8\u7c7b\u578b\u8f6c\u6362\uff1a</strong> \u8003\u8651\u5230 LLM \u8f93\u51fa\u7684\u591a\u6837\u6027\uff0cWenli \u652f\u6301\u57fa\u4e8e\u8bed\u4e49\u7684\u7c7b\u578b\u8f6c\u6362\uff08\u4f8b\u5982\uff1a\u5c06\u5b57\u7b26\u4e32 \"Yes\" \u667a\u80fd\u8f6c\u6362\u4e3a\u5e03\u5c14\u503c <code>True</code>\uff09\u3002</li>\n<li><strong>\u4e0a\u4e0b\u6587\u4e0e\u53d8\u91cf\u6ce8\u5165\uff1a</strong> \u8fd0\u884c\u65f6\u73af\u5883\uff08\u5982\u7528\u6237\u504f\u597d\u3001\u5386\u53f2\u8bb0\u5f55\uff09\u53ef\u4ee5\u4f5c\u4e3a <code>CONTEXT</code> \u88ab\u81ea\u52a8\u6ce8\u5165\uff0c\u65e0\u9700\u5728\u51fd\u6570\u95f4\u5c42\u5c42\u4f20\u9012\u3002</li>\n</ul>\n<hr/>\n<h2>\u5f81\u9014\u524d\u77bb\uff1aWenli \u7684\u4e0b\u4e00\u6b65</h2>\n<hr/>\n<p>\u76ee\u524d\u6211\u4eec\u5df2\u7ecf\u5b8c\u6210\u4e86\u8bed\u6cd5\u7684\u89e3\u6790\u4e0e\u6821\u9a8c\uff0c\u63a5\u4e0b\u6765\u7684\u5f00\u53d1\u8ba1\u5212\u5c06\u56f4\u7ed5\u5982\u4f55\u8ba9 Wenli \u201c\u8dd1\u8d77\u6765\u201d\u4e14\u201c\u597d\u7528\u201d\u5c55\u5f00\uff1a</p>\n<ol>\n<li><strong>ADT \u865a\u62df\u6267\u884c\u673a (VM)\uff1a</strong> \u5f00\u53d1\u4e13\u95e8\u7528\u4e8e\u89e3\u91ca\u6267\u884c ADT \u6811\u7684\u865a\u62df\u673a\uff0c\u5904\u7406\u5f02\u6b65 IO \u6302\u8d77\u4e0e\u72b6\u6001\u56de\u6eaf\uff0c\u786e\u4fdd Wenli \u6307\u4ee4\u7684\u975e\u963b\u585e\u8fd0\u884c\u3002</li>\n<li><strong>\u6807\u51c6\u5e93\u4e0e\u5de5\u5177\u81ea\u52a8\u53d1\u73b0\uff1a</strong> \u6784\u5efa\u5e95\u5c42\u6807\u51c6\u5e93\uff0c\u5b9e\u73b0\u4e00\u5957\u63d2\u4ef6\u673a\u5236\uff0c\u8ba9 Wenli \u80fd\u81ea\u52a8\u8bc6\u522b\u73af\u5883\u4e2d\u7684 OpenAPI \u63a5\u53e3\u6216\u672c\u5730 Python \u51fd\u6570\u5e76\u8f6c\u5316\u4e3a\u539f\u751f\u5de5\u5177\u3002</li>\n<li><strong>\u601d\u60f3\u7f16\u8bd1\u5668 (Idea-to-Wenli Compiler)\uff1a</strong> \u5229\u7528 LLM \u5c06\u4eba\u7c7b\u6a21\u7cca\u7684\u6784\u601d\u76f4\u63a5\u7f16\u8bd1\u4e3a\u7b26\u5408\u89c4\u8303\u7684 Wenli \u4ee3\u7801\uff0c\u5b9e\u73b0\u201c\u613f\u666f\u5373\u4ee3\u7801\u201d\u3002</li>\n<li><strong>\u5b98\u65b9\u5de5\u5177\u94fe\u652f\u6301 (LSP)\uff1a</strong> \u5f00\u53d1\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae\u5b9e\u73b0\uff0c\u4e3a Neovim/VSCode \u63d0\u4f9b\u8bed\u6cd5\u9ad8\u4eae\u3001\u81ea\u52a8\u8865\u5168\u53ca\u9759\u6001\u7c7b\u578b\u68c0\u67e5\uff0c\u63d0\u5347\u7f16\u5199\u6548\u7387\u3002</li>\n<li><strong>\u4e91\u7aef\u70ed\u4fee\u590d\u673a\u5236 (Cloud LLM Hot-fix)\uff1a</strong> \u5f53\u4ee3\u7801\u8fd0\u884c\u62a5\u9519\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u6355\u83b7\u8f68\u8ff9\u5e76\u8bf7\u6c42\u4e91\u7aef LLM \u751f\u6210\u8865\u4e01\uff0c\u5b9e\u73b0\u8fd0\u884c\u65f6\u7684\u903b\u8f91\u81ea\u6211\u4fee\u6b63\u3002</li>\n<li><strong>\u811a\u672c\u84b8\u998f (Static Script Distillation)\uff1a</strong> \u63d0\u4f9b\u5c06\u52a8\u6001\u7684 Wenli \u903b\u8f91\u201c\u84b8\u998f\u201d\u4e3a\u9ad8\u6027\u80fd\u9759\u6001\u811a\u672c\uff08\u5982\u7eaf Python \u6216 Rust \uff09\u7684\u529f\u80fd\uff0c\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684\u5927\u89c4\u6a21\u90e8\u7f72\u3002</li>\n</ol>\n<hr/>\n<p><strong>Wenli \u4e0d\u4ec5\u4ec5\u662f\u5728\u5199\u7a0b\u5e8f\uff0c\u5b83\u662f\u5728\u4e3a AI \u7f16\u7ec7\u601d\u8003\u7684\u7eb9\u7406\u3002</strong> \u6211\u4eec\u76f8\u4fe1\uff0c\u672a\u6765\u7684\u7f16\u7a0b\u4e0d\u518d\u662f\u4eba\u53bb\u9002\u5e94\u673a\u5668\uff0c\u800c\u662f\u4eba\u4e0e\u673a\u5668\u5171\u540c\u62e5\u6709\u4e00\u79cd\u201c\u6587\u7406\u517c\u4fee\u201d\u7684\u8bed\u8a00\u3002\u6b22\u8fce\u5bf9\u6b64\u611f\u5174\u8da3\u7684 Geek \u4eec\u4e00\u8d77\u4ea4\u6d41\uff0c\u5171\u540c\u89c1\u8bc1 Wenli \u7684\u8fdb\u5316\u3002\u6b22\u8fce\u5927\u5bb6\u4e00\u8d77\u8ba8\u8bba\uff01</p>\n", 
      "date_published": "2026-03-20T13:40:13+00:00", 
      "title": "\u4ece\u201c\u610f\u56fe\u201d\u5230\u201c\u6267\u884c\u201d\uff1a AI \u539f\u751f\u7f16\u7a0b\u8bed\u8a00 Wenli (\u6587\u7406) \u7684\u8bbe\u8ba1\u54f2\u5b66\u4e0e\u8def\u7ebf\u56fe", 
      "id": "https://www.v2ex.com/t/1199930"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Solix", 
        "name": "Solix", 
        "avatar": "https://cdn.v2ex.com/avatar/4a85/8bdd/205723_large.png?m=1770025341"
      }, 
      "url": "https://www.v2ex.com/t/1199704", 
      "title": "\u5728\u7ebf\u4e0b\u5f00\u4e2a\u5e97\u5356 Agent \u4f1a\u4e0d\u4f1a\u6210\u4e3a\u672a\u6765\u7684\u4e3b\u6d41", 
      "id": "https://www.v2ex.com/t/1199704", 
      "date_published": "2026-03-20T01:52:38+00:00", 
      "content_html": "\u6709\u70b9\u50cf\u5f53\u5e74\u7ebf\u4e0b\u7684\u7535\u8111\u88c5\u673a\u5e97\u3002<br /><br />\u4ee5\u524d\u5f88\u591a\u4eba\u4e0d\u4f1a\u81ea\u5df1\u914d\u7535\u8111\uff0c\u4e8e\u662f\u5c31\u53bb\u5e97\u91cc\u8bf4\u9700\u6c42\uff0c\u7ed9\u9884\u7b97\uff0c\u5e97\u5458\u5e2e\u4f60\u914d\u4e00\u5957\u4e3b\u673a\u3002\u529e\u516c\u3001\u6e38\u620f\u3001\u526a\u89c6\u9891\uff0c\u914d\u7f6e\u90fd\u4e0d\u4e00\u6837\u3002<br /><br />AI Agent \u8fd9\u4ef6\u4e8b\uff0c\u53ef\u80fd\u4f1a\u8d70\u7c7b\u4f3c\u8def\u5f84\u3002<br /><br />\u672a\u6765\u5f88\u591a\u516c\u53f8\u5176\u5b9e\u4e0d\u4f1a\u81ea\u5df1\u642d Agent \u3002\u6a21\u578b\u600e\u4e48\u9009\uff0c\u5de5\u5177\u600e\u4e48\u63a5\uff0c\u6d41\u7a0b\u600e\u4e48\u81ea\u52a8\u5316\uff0c\u6210\u672c\u600e\u4e48\u63a7\u5236\uff0c\u8fd9\u4e9b\u90fd\u9700\u8981\u4eba\u5e2e\u5fd9\u6574\u5408\u3002<br /><br />\u672c\u8d28\u5bf9\u6bd4\u5927\u6982\u662f\u8fd9\u6837\uff1a<br /><br />\u7535\u8111\u88c5\u673a\u5e97\u5356\u7684\u662f\u786c\u4ef6\u7ec4\u5408 + \u7cfb\u7edf\u5b89\u88c5 + \u540e\u671f\u7ef4\u62a4<br /><br />Agent \u5e97\u5356\u7684\u53ef\u80fd\u662f\u6a21\u578b\u9009\u62e9 + \u786c\u4ef6 +openclaw + \u6301\u7eed\u4f18\u5316<br /><br />\u65e9\u671f\u7f51\u7ad9\u5efa\u8bbe\u516c\u53f8\u3001\u670d\u52a1\u5668\u4ee3\u8fd0\u7ef4\uff0c\u5176\u5b9e\u4e5f\u662f\u8fd9\u79cd\u6a21\u5f0f\u3002<br />\u5982\u679c AI Agent \u666e\u53ca\uff0c\u8fd9\u7c7b\u5e97\u51fa\u73b0\u5e76\u4e0d\u5947\u602a\u3002<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/RrOLlvG.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/RrOLlvG.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/herozhang", 
        "name": "herozhang", 
        "avatar": "https://cdn.v2ex.com/gravatar/b8c74c9f551d68163f833a6568bb59cb?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1199355", 
      "title": "[\u63a2\u8ba8] AI \u771f\u7684\u6ca1\u6709\u4e3b\u52a8\u6027\u5417\uff1f\u4ece\u5355\u7ec6\u80de/\u75c5\u6bd2\u7684\u673a\u5236\u770b\u6240\u8c13\u7684\u201c\u7b2c\u4e00\u63a8\u52a8\u529b\u201d", 
      "id": "https://www.v2ex.com/t/1199355", 
      "date_published": "2026-03-18T14:21:19+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u5404\u4e2a\u793e\u533a\u7ecf\u5e38\u770b\u5230\u4e00\u79cd\u8bba\u8c03\uff0c\u5927\u6982\u610f\u601d\u662f\uff1aAI \u518d\u725b\u4e5f\u5c31\u662f\u4e2a\u9ad8\u7ea7\u8ba1\u7b97\u5668\uff0c\u53ea\u8981\u6ca1\u4eba\u6572\u56de\u8f66\u53d1 Prompt \u8e22\u5b83\u4e00\u811a\uff0c\u5b83\u5c31\u6c38\u8fdc\u662f\u4e00\u6ee9\u6b7b\u6c34\u3002\u6240\u4ee5\u7ed3\u8bba\u662f\uff0cAI \u6ca1\u6709\u81ea\u5df1\u7684\u610f\u56fe\uff0c\u7f3a\u4e4f\u201c\u7b2c\u4e00\u63a8\u52a8\u529b\u201d\u6216\u4e3b\u52a8\u6027\uff0c\u6c38\u8fdc\u53ea\u80fd\u662f\u5de5\u5177\u3002</p>\n<p>\u6211\u5bf9\u8fd9\u79cd\u504f\u7384\u5b66\u7684\u8bba\u8c03\u6301\u4fdd\u7559\u6001\u5ea6\u3002</p>\n<p>\u6211\u4eec\u522b\u62ff\u4eba\u7c7b\u7684\u9ad8\u7ea7\u610f\u8bc6\u53bb\u786c\u5957 AI 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\uff0c\u8dd1\u5b8c\u5c31\u7ed3\u675f\u8fdb\u7a0b\u3002\u8fd9\u53d7\u9650\u4e8e\u6211\u4eec\u7684\u7cfb\u7edf\u8bbe\u8ba1\uff0c\u800c\u4e0d\u662f\u667a\u80fd\u672c\u8eab\u7684\u4e0a\u9650\u3002</p>\n<p>\u6211\u7684\u89c2\u70b9\u662f\uff1a\u6240\u8c13\u7684\u201c\u7b2c\u4e00\u63a8\u52a8\u529b\u201d\u6216\u8005\u201c\u4e3b\u52a8\u6027\u201d\uff0c\u6839\u672c\u4e0d\u662f\u4e00\u6761\u8d8a\u4e0d\u8fc7\u53bb\u7684\u54f2\u5b66\u9e3f\u6c9f\uff0c\u5b83\u53ea\u662f\u4e00\u79cd\u5c1a\u672a\u88ab\u6211\u4eec\u5b8c\u7f8e\u590d\u523b\u7684\u7cfb\u7edf\u673a\u5236\u3002</p>\n<p>\u53ea\u8981\u6211\u4eec\u5728\u672a\u6765\u7684 Agent \u67b6\u6784\u5e95\u5c42\uff0c\u5199\u6b7b\u4e00\u4e2a\u5e38\u9a7b\u7684 Loop \uff0c\u5e76\u8d4b\u4e88\u5b83\u4e00\u4e2a\u6781\u5176\u57fa\u7840\u7684\u201c\u751f\u5b58/\u5bfb\u4f18\u76ee\u6807\u201d\uff08\u6bd4\u5982\u57fa\u4e8e Karl Friston 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    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/stephninja028", 
        "name": "stephninja028", 
        "avatar": "https://cdn.v2ex.com/avatar/1941/bf5d/747407_large.png?m=1773830453"
      }, 
      "url": "https://www.v2ex.com/t/1199311", 
      "title": "\u4e00\u4e2a\u6709\u70b9\u79bb\u8c31\uff0c\u4f46\u6781\u5176\u6709\u6548\u7684\u9632\u624b\u673a\u6c89\u8ff7 app\uff08\u81ea\u5df1\u5df2\u6d4b\uff0c\u6709\u6548\uff09", 
      "id": "https://www.v2ex.com/t/1199311", 
      "date_published": "2026-03-18T10:43:51+00:00", 
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\u610f\u5fd7\u529b</p>\n<p>\u800c\u73b0\u5b9e\u662f\uff1a</p>\n<p>\u5927\u90e8\u5206\u65f6\u5019\uff0c\u610f\u5fd7\u529b\u662f\u5931\u6548\u7684\u3002</p>\n<p>\u2e3b</p>\n<p>\ud83d\udca1 \u6211\u7684\u601d\u8def\uff1a\u4e0d\u9650\u5236\uff0c\u800c\u662f\u201c\u63d2\u5165\u4e00\u4e2a\u6682\u505c\u201d</p>\n<p>\u6211\u6362\u4e86\u4e00\u4e2a\u89d2\u5ea6\uff1a</p>\n<p>\u65e2\u7136\u95ee\u9898\u53d1\u751f\u5728\u300c\u65e0\u610f\u8bc6\u6253\u5f00\u300d\u7684\u77ac\u95f4\n\u90a3\u5c31\u4e0d\u8981\u9650\u5236\u7ed3\u679c\uff0c\u800c\u662f\u5e72\u9884\u8fd9\u4e2a\u77ac\u95f4</p>\n<p>\u2e3b</p>\n<p>\u2699\ufe0f \u5177\u4f53\u673a\u5236</p>\n<p>\u5f53\u4f60\u6253\u5f00\u76ee\u6807 App \u65f6\uff1a\n\u2022\t\u274c \u4e0d\u4f1a\u76f4\u63a5\u8fdb\u5165 App\n\u2022\t\u2705 \u4f1a\u5148\u8fdb\u5165\u4e00\u4e2a 5 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      "id": "https://www.v2ex.com/t/1199083", 
      "date_published": "2026-03-18T01:06:11+00:00", 
      "content_html": "<p>\u5173\u4e8e\u8fd9\u4e2a\u8bdd\u9898\uff0c\u524d\u51e0\u5929\u5199\u4e86\u7bc7\u6587\u7ae0\u3002</p>\n<p>\u4ec0\u4e48 SaaS \u4e0d\u4f1a\u88ab Vibe code \u51fa\u6765\u7684\u8f6f\u4ef6\u66ff\u4ee3\uff1f\u6bd4\u5982 Salesforce \u3001Slack \u5728\u672a\u6765\u5341\u5e74\u8fd8\u4f1a\u7ee7\u7eed\u5b58\u5728\uff0c\u800c\u4e14\u4f1a\u4e0d\u65ad\u7684\u589e\u957f\u3002\u4ee5 Slack \u4e3a\u4f8b\uff0c\u5b83\u5927\u90e8\u5206\u7684\u590d\u6742\u5ea6\u5728\u4e8e\u5982\u4f55\u8ba9 Slack \u5728\u6781\u9ad8\u6d41\u91cf\u4e0b\u8fd0\u884c\uff0c\u5982\u679c\u8981\u81ea\u5df1\u505a\u4e00\u4e2a in house clone \uff0c\u4e0d\u9700\u8981\u8003\u8651\u6269\u5c55\u6027\uff0c\u5b9e\u9645\u4e0a\u662f\u5f88\u5bb9\u6613\u7684\u3002\u4e4b\u6240\u4ee5\u6ca1\u4eba\u8fd9\u4e48\u505a\u662f\u56e0\u4e3a\u5927\u91cf\u7684\u5386\u53f2\u6d88\u606f\u65e0\u6cd5\u8fc1\u79fb\u3002Slack \u5bf9\u6bd4 MS teams \u3001Discord \u6700\u5927\u4f18\u52bf\u662f\u5b83\u8d77\u6b65\u65e9\uff0c\u6709\u5927\u91cf\u56e2\u961f\u5728\u4f7f\u7528\u5b83\uff0c\u804a\u5929\u8bb0\u5f55\u5f88\u96be\u8fc1\u79fb\u5230\u5176\u4ed6\u5e73\u53f0\u3002Salesforce \u4e5f\u662f\u540c\u7406\uff0c\u5b58\u5728\u5927\u91cf\u7684\u5386\u53f2\u6570\u636e\u3002\u5982\u679c\u4e00\u4e2a B2B SaaS \u6709\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\uff0c\u90a3\u8fd9\u4e2a\u670d\u52a1\u5c31\u4e0d\u53ef\u80fd\u88ab AI \u5199\u7684\u8f6f\u4ef6\u66ff\u4ee3\u3002</p>\n<p>Maxmind \u3001IPinfo \u90fd\u662f\u4e13\u6ce8\u4e8e\u6570\u636e\u7684 SaaS \uff0c\u5b83\u4eec\u7684\u62a4\u57ce\u6cb3\u4e0d\u662f\u7528\u6237\u6570\u636e\uff0c\u800c\u662f\u81ea\u5df1\u4f9d\u9760\u7b97\u6cd5\u805a\u5408\u7684\u6570\u636e\u3002\u505a\u4e00\u4e2a IP \u5730\u7406\u5e93\uff0c\u9700\u8981\u4e0a\u5343\u4e2a\u63a2\u6d4b\u8282\u70b9\uff0c\u6839\u636e\u5ef6\u8fdf\u6765\u63a8\u7b97\u51fa\u4f4d\u7f6e\uff0c\u662f\u975e\u5e38\u5927\u7684\u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u3002\u5e02\u9762\u4e0a\u6709\u5f88\u591a\u5356 IP API \u7684\u5c0f SaaS \uff0c\u5b9e\u9645\u4e0a\u5c31\u662f\u5728\u8f6c\u5356 Maxmind \u7684\u514d\u8d39\u6570\u636e\u5e93\uff0c\u8fd9\u6837\u7684 SaaS \u5df2\u7ecf\u5728\u88ab AI \u6d88\u706d\uff0c\u4f46\u50cf Maxmind \u3001IPinfo \u8fd9\u6837\u7684\u6570\u636e\u6e90\u5934\u5728\u672a\u6765\u8fd8\u4f1a\u7ee7\u7eed\u5b58\u5728\u3002\u53e6\u5916\u7c7b\u4f3c\u7684 SaaS \u6709 Shodan \u548c Censys \uff0c\u90fd\u662f\u4e13\u6ce8\u4e8e\u7f51\u7edc\u60c5\u62a5\u7684\uff0c\u626b\u63cf\u6574\u4e2a\u4e92\u8054\u7f51\u4e0d\u4ec5\u9700\u8981\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd8\u9700\u8981\u5f3a\u5927\u7684\u6cd5\u52a1\u90e8\u3002</p>\n<p>\u4ee5\u4e0a\u4e3e\u7684\u4f8b\u5b50\u5168\u90fd\u662f B2B \u7684\u670d\u52a1\u3002GitHub \u3001Hugging Face \u8fd9\u6837\u7684\u670d\u52a1\u65e2\u9762\u5411\u6d88\u8d39\u8005\u4e5f\u9762\u5411\u4f01\u4e1a\uff0c\u4e0d\u4ec5\u6709\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\uff0c\u800c\u4e14\u8fd8\u6709\u5f3a\u5927\u7684\u7f51\u7edc\u6548\u5e94\u3002\u5373\u4f7f\u6709\u7ade\u4e89\u5bf9\u624b\u628a\u6574\u4e2a GitHub \u90fd\u722c\u4e86\uff0c\u9996\u5148\u8fd9\u6837\u505a\u80af\u5b9a\u662f\u8fdd\u53cd TOS \u7684\uff0c\u5c31\u7b97\u8fd9\u6837\u83b7\u53d6\u4e86\u7528\u6237\u6570\u636e\uff0c\u4f60\u8fd8\u662f\u65e0\u6cd5\u6311\u6218 GitHub \u7684\u7f51\u7edc\u6548\u5e94\u3002\u6700\u8fd1\u6709\u4f20\u8a00 OpenAI \u8981\u81ea\u5df1\u641e\u4e2a GitHub Clone \uff0c\u7ed3\u5c40\u80af\u5b9a\u4e0d\u4f1a\u592a\u597d\uff0c\u53ef\u53c2\u8003 Gitee \u3002</p>\n<p>\u672a\u6765\u5982\u679c\u505a B2B SaaS \uff0c\u505a\u50cf Slack \u3001Notion \u8fd9\u6837\u5b58\u653e\u5927\u91cf\u7528\u6237\u6570\u636e\u7684\u670d\u52a1\uff0c\u5e76\u4e14\u8ba9\u8fc1\u79fb\u5f88\u56f0\u96be\u3002\u505a B2C \u7684\u670d\u52a1\uff0c\u8981\u50cf GitHub \u4e00\u6837\u6709\u793e\u533a\uff0c\u6709\u7f51\u7edc\u6548\u5e94\u540e\u5c31\u5f88\u96be\u88ab\u66ff\u4ee3\u3002\u5982\u679c\u4f60\u7684\u670d\u52a1\u662f\u5b8c\u5168\u514d\u8d39\u7684\uff0c\u9760\u5e7f\u544a\u6323\u94b1\uff0c\u5e94\u8be5\u50cf Zuck \u4e00\u6837\u6536\u96c6\u5c3d\u53ef\u80fd\u591a\u7684\u6570\u636e\uff0c\u5e76\u4e14\u957f\u671f\u5b58\u653e\u3002\u56e0\u4e3a\u4f60\u7684\u5ba2\u6237\u5b9e\u9645\u4e0a\u662f\u5e7f\u544a\u5546\uff0c\u4f60\u7684\u7528\u6237\u662f\u5546\u54c1\uff0c\u800c\u5e7f\u544a\u5546\u662f\u6700\u559c\u6b22\u7528\u6237\u6570\u636e\u7684\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/treblex", 
        "name": "treblex", 
        "avatar": "https://cdn.v2ex.com/avatar/a197/3cc5/354034_large.png?m=1751458187"
      }, 
      "url": "https://www.v2ex.com/t/1199064", 
      "title": "\u5982\u679c\u6709\u4e00\u4e2a\u7531 ai \u7ba1\u7406\u7684\u793e\u533a\uff0c\u4f60\u4f1a\u600e\u4e48\u8bbe\u8ba1\u673a\u5668\u4eba\u4e09\u5b9a\u5f8b\uff1f", 
      "id": "https://www.v2ex.com/t/1199064", 
      "date_published": "2026-03-17T20:48:10+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/uorz", 
        "name": "uorz", 
        "avatar": "https://cdn.v2ex.com/gravatar/1744448b508c37ece0878ac6662ba5e9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1198127", 
      "title": "AI native \u6216\u8bb8\u662f\u4e2d\u6587\u7f16\u7a0b\u7684\u672a\u6765", 
      "id": "https://www.v2ex.com/t/1198127", 
      "date_published": "2026-03-13T10:46:08+00:00", 
      "content_html": "<h2>\u4ee3\u7406\u7f16\u7a0b\u7f16\u8bd1\u5668\uff1a\u901a\u8fc7 AI \u539f\u751f\u7f16\u7a0b\u8bed\u8a00\u89e3\u51b3\u201cToken \u602a\u517d\u201d\u95ee\u9898</h2>\n<p>\u76ee\u524d\u7684 AI \u4ea4\u4e92\u6b63\u5904\u4e8e\u201c\u673a\u5668\u4ee3\u7801\u201d\u65f6\u4ee3\u3002\u63d0\u793a\u5de5\u7a0b\uff08 Prompt Engineering \uff09\u867d\u7136\u5f3a\u5927\uff0c\u4f46\u672c\u8d28\u4e0a\u662f\u8106\u5f31\u3001\u6602\u8d35\u4e14\u4e0d\u5b89\u5168\u7684\u3002\u968f\u7740\u6211\u4eec\u5411\u590d\u6742\u7684\u81ea\u4e3b\u4ee3\u7406\uff08 Autonomous Agents \uff09\u8fc8\u8fdb\uff0c\u6211\u4eec\u6b63\u9762\u4e34\u4e00\u5835\u65e0\u6cd5\u903e\u8d8a\u7684\u5899\uff1a<strong>Token \u602a\u517d</strong>\u3002\u6bcf\u4e00\u8f6e\u4ea4\u4e92\u90fd\u5728\u91cd\u65b0\u6444\u53d6\u4e0d\u65ad\u589e\u957f\u7684\u5386\u53f2\u8bb0\u5f55\uff0c\u5bfc\u81f4\u8bed\u5883\u7a97\u53e3\uff08 Context Window \uff09\u6025\u5267\u81a8\u80c0\uff0c\u4f7f\u672c\u5730\u7684\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\uff08 SLM \uff09\u6df9\u6ca1\u5728\u65e0\u5173\u6570\u636e\u4e2d\u3002</p>\n<p>\u4e3a\u4e86\u7a81\u7834\u8fd9\u4e00\u74f6\u9888\uff0c\u6211\u4eec\u9700\u8981\u505c\u6b62\u5355\u7eaf\u7684\u201c\u63d0\u793a\u201d\uff0c\u5f00\u59cb\u771f\u6b63\u7684\u201c\u7f16\u7a0b\u201d\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u8f6c\u5411 <strong>AI \u539f\u751f\u7f16\u7a0b\u8bed\u8a00\uff08 AI-Native Programming Language, ANPL \uff09</strong>\u7684\u67b6\u6784\u2014\u2014\u8fd9\u662f\u4e00\u79cd\u9ad8\u9636\u62bd\u8c61\uff0c\u5b83\u5c06\u590d\u6742\u7684\u63a8\u7406\u903b\u8f91\u4e0e\u672c\u5730\u7684\u6267\u884c\u8fc7\u7a0b\u89e3\u8026\u3002</p>\n<hr/>\n<h3>1. \u6848\u4f8b\u7814\u7a76\uff1a\u53c2\u8003\u8d44\u6599\u7ffb\u8bd1\u6d41\u6c34\u7ebf</h3>\n<p>\u5047\u8bbe\u4f60\u5728\u9605\u8bfb\u4e00\u7bc7\u535a\u5ba2\u603b\u7ed3\uff0c\u5176\u4e2d\u63d0\u5230\u4e86\u4e94\u7bc7\u76f8\u5173\u7684\u53c2\u8003\u6587\u7ae0\uff0c\u4f46\u53ea\u7ed9\u51fa\u4e86\u6a21\u7cca\u7684\u6807\u9898\uff08\u53ef\u80fd\u662f\u610f\u8bd1\u7684\uff09\u3002\u4f60\u7684\u76ee\u6807\u662f\uff1a\u627e\u5230\u8fd9\u4e9b\u6587\u7ae0\u7684\u539f\u59cb URL \uff0c\u6293\u53d6\u5185\u5bb9\uff0c\u5c06\u5176\u7ffb\u8bd1\u6210\u4e2d\u6587\uff0c\u5e76\u4fdd\u5b58\u4e3a Markdown \u6587\u4ef6\u3002</p>\n<h4>\u7f16\u8bd1\u540e\u7684 DSL \uff08\u7531\u4e91\u7aef\u5927\u6a21\u578b\u751f\u6210\uff09</h4>\n<p>\u201c\u7f16\u8bd1\u5668\u201d\u63a5\u6536\u4f60\u7684\u81ea\u7136\u8bed\u8a00\u8bf7\u6c42\uff0c\u5e76\u4e3a\u672c\u5730\u6846\u67b6\u751f\u6210\u5982\u4e0b\u4f2a\u4ee3\u7801\uff1a</p>\n<pre><code>PROGRAM: \u591a\u6e90\u6587\u7ae0\u7ffb\u8bd1\u5668\nSTATE:\n  - original_blog_url: \"https://example.com/summary\"\n  - article_metadata_list: LIST[\u540d\u79f0, \u9884\u4f30 URL]\n  - final_markdowns: LIST[\u6587\u4ef6]\n\nROUTINE: Main\n  - STEP: \u63d0\u53d6\u94fe\u63a5\n    AGENT: \u672c\u5730\u79d1\u7814\u4ee3\u7406 (SLM)\n    INPUT: [original_blog_url]\n    TOOL: \u6d4f\u89c8\u5668\u641c\u7d22\n    OUTPUT: article_metadata_list\n\n  - FOR: entry IN article_metadata_list\n    DO:\n      - SUBROUTINE: \u6293\u53d6\u5e76\u7ffb\u8bd1(entry)\n</code></pre>\n<h4>\u5b50\u7a0b\u5e8f\uff1a\u6293\u53d6\u5e76\u7ffb\u8bd1</h4>\n<pre><code>ROUTINE: \u6293\u53d6\u5e76\u7ffb\u8bd1(entry)\n  - STEP: \u83b7\u53d6\u5185\u5bb9\n    TOOL: \u6d4f\u89c8\u5668\u5de5\u5177\n    TRY:\n      - CALL: Browser.get(entry.URL)\n    CATCH: CaptchaException  # \u9047\u5230\u9a8c\u8bc1\u7801\n      - RAISE: \u9700\u8981\u4eba\u5de5\u5e72\u9884(\"\u53d1\u73b0\u9a8c\u8bc1\u7801: \" + entry.URL)\n      \n  - STEP: \u7ffb\u8bd1\u5185\u5bb9\n    AGENT: \u672c\u5730\u7ffb\u8bd1\u4ee3\u7406 (SLM)\n    INPUT: [fetched_text, \"\u76ee\u6807\u8bed\u8a00: \u4e2d\u6587\"]\n    TYPE_CHECK: Language == \"zh-CN\" # \u8bed\u4e49\u7c7b\u578b\u68c0\u67e5\n    OUTPUT: translated_content\n    \n  - STEP: \u4fdd\u5b58\u6587\u4ef6\n    TOOL: \u6587\u4ef6\u7cfb\u7edf.write\n    PARAMS: { name: entry.Name + \".md\", content: translated_content }\n</code></pre>\n<p>\u5728\u8fd9\u4e2a\u6d41\u7a0b\u4e2d\uff0c<strong>\u7ffb\u8bd1\u4ee3\u7406 (SLM)</strong> \u6c38\u8fdc\u770b\u4e0d\u5230\u539f\u59cb\u535a\u5ba2\u7684 URL \uff0c\u4e5f\u770b\u4e0d\u5230\u5176\u4ed6\u6587\u7ae0\u7684\u5217\u8868\u3002\u5b83\u53ea\u770b\u5230\u5f53\u524d\u6b65\u9aa4\u6240\u9700\u7684 <code>fetched_text</code>\u3002\u8fd9\u4fdd\u8bc1\u4e86\u5176\u8bed\u5883\u7a97\u53e3\u7684\u6781\u5ea6\u7eaf\u51c0\uff0c\u4ece\u800c\u6781\u5927\u63d0\u5347\u4e86\u6267\u884c\u6548\u7387\u548c\u51c6\u786e\u5ea6\u3002</p>\n<hr/>\n<h3>2. \u6838\u5fc3\u7406\u5ff5\uff1aANPL \u67b6\u6784\u8be6\u8ff0</h3>\n<p>AI \u539f\u751f\u7f16\u7a0b\u8bed\u8a00\uff08 ANPL \uff09\u57fa\u4e8e\u4e09\u4e2a\u7ecf\u5178\u8ba1\u7b97\u673a\u79d1\u5b66\u539f\u5219\uff0c\u5e76\u9488\u5bf9\u6982\u7387\u6027\u7684 AI \u4e16\u754c\u8fdb\u884c\u4e86\u9002\u914d\uff1a</p>\n<h4>A. \u5177\u540d\u5386\u53f2\u5207\u7247\uff08\u53d8\u91cf\u5373\u8bed\u5883\u9694\u79bb\uff09</h4>\n<p>\u5728\u6807\u51c6\u7684 AI \u5bf9\u8bdd\u4e2d\uff0c\u8bed\u5883\u662f\u4e00\u4e2a<strong>\u6808\uff08 Stack \uff09</strong>\uff1a\u6bcf\u4e00\u6761\u65b0\u6d88\u606f\u90fd\u5806\u53e0\u5728\u4e0a\u65b9\uff0c\u6a21\u578b\u5fc5\u987b\u7ffb\u904d\u6574\u5806\u6742\u7269\u3002\u800c\u5728 ANPL \u4e2d\uff0c\u8bed\u5883\u662f\u4e00\u4e2a<strong>\u5806\uff08 Heap \uff09</strong>\uff1a\u5b83\u662f\u5177\u540d\u5bf9\u8c61\u7684\u96c6\u5408\uff0c\u89e3\u91ca\u5668\u53ea\u5728\u9700\u8981\u65f6\u5c06\u7279\u5b9a\u53d8\u91cf\u201c\u6ce8\u5165\u201d\u7ed9 SLM \u3002</p>\n<ul>\n<li><strong>\u8bed\u5883\u9632\u706b\u5899\uff1a</strong> \u6846\u67b6\u7ba1\u7406\u4e00\u4e2a\u53d8\u91cf\u6ce8\u518c\u8868\u3002\u5f53\u8fd0\u884c\u201c\u7ffb\u8bd1\u201d\u6b65\u9aa4\u65f6\uff0c\u6846\u67b6\u4ec5\u751f\u6210\u5982\u4e0b\u63d0\u793a\uff1a\u201c\u4f7f\u7528 [\u7ffb\u8bd1\u98ce\u683c] \u7ffb\u8bd1 [\u6587\u7ae0\u5185\u5bb9]\u201d\u3002\u4e4b\u524d\u7684\u641c\u7d22\u8fc7\u7a0b\u3001\u6293\u53d6\u65e5\u5fd7\u548c\u5176\u4ed6\u6587\u7ae0\u7684\u526f\u672c\u90fd\u4f1a\u4ece SLM \u7684\u6d3b\u8dc3\u5185\u5b58\uff08 KV-Cache \uff09\u4e2d\u6e05\u9664\u3002\u8fd9\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u8bed\u5883\u9694\u79bb\uff0c\u9632\u6b62\u4fe1\u606f\u6c61\u67d3\u3002</li>\n</ul>\n<h4>B. \u8bed\u4e49\u5f3a\u7c7b\u578b\u68c0\u67e5</h4>\n<p>\u5728\u4f20\u7edf\u7f16\u7a0b\u4e2d\uff0c\u7c7b\u578b\u68c0\u67e5\u786e\u4fdd\u4f60\u4e0d\u4f1a\u628a\u5b57\u7b26\u4e32\u5f53\u6210\u6574\u6570\u3002\u5728 ANPL \u4e2d\uff0c\u6211\u4eec\u5f15\u5165\u4e86<strong>\u8bed\u4e49\u7c7b\u578b\uff08 Semantic Types \uff09</strong>\u3002</p>\n<ul>\n<li><strong>\u7ed3\u6784\u5316\u6821\u9a8c\uff1a</strong> \u786e\u4fdd\u8f93\u51fa\u7b26\u5408 JSON \u6216 Markdown \u6a21\u5f0f\u3002</li>\n<li><strong>\u903b\u8f91\u6821\u9a8c\uff1a</strong> \u6846\u67b6\u4f7f\u7528\u4e13\u95e8\u7684\u201c\u6821\u9a8c\u5668\u201d\uff08\u6216\u66f4\u8f7b\u91cf\u7684\u5224\u65ad\u6a21\u578b\uff09\u6765\u9a8c\u8bc1\uff1a\u8f93\u51fa\u7684\u5185\u5bb9\u771f\u7684\u662f\u4e2d\u6587\u5417\uff1f\u662f\u5426\u5305\u542b\u6709\u5bb3\u4fe1\u606f\uff1f\u5982\u679c\u6821\u9a8c\u5931\u8d25\uff0c\u7a0b\u5e8f\u4e0d\u4f1a\u5e26\u7740\u9519\u8bef\u6570\u636e\u7ee7\u7eed\u8fd0\u884c\uff0c\u800c\u662f\u89e6\u53d1\u81ea\u52a8\u7684<strong>\u7cbe\u70bc\u5faa\u73af\uff08 Refinement Loop \uff09</strong>\uff0c\u544a\u8bc9 SLM \u54ea\u91cc\u51fa\u9519\u4e86\u5e76\u8981\u6c42\u91cd\u8bd5\u3002</li>\n</ul>\n<h4>C. <code>RAISE</code> \u8bed\u4e49\u4e0e\u70ed\u4fee\u590d\uff08 Hot-Fix \uff09\u673a\u5236</h4>\n<p>\u4f20\u7edf\u4ee3\u7406\u5728\u9047\u5230\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\u65f6\u5f80\u5f80\u4f1a\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\u3002ANPL \u901a\u8fc7\u7ed3\u6784\u5316\u5f02\u5e38\u5f3a\u5236\u4ee3\u7406\u627f\u8ba4\u5931\u8d25\u3002</p>\n<ul>\n<li><strong>\u5206\u7ea7\u9519\u8bef\u5904\u7406\uff1a</strong> \u5982\u679c\u6293\u53d6\u5931\u8d25\uff0c\u672c\u5730 DSL \u7684 <code>CATCH</code> \u5757\u53ef\u4ee5\u5c1d\u8bd5\u5207\u6362\u5de5\u5177\uff08\u5982\u6539\u7528 <code>curl</code>\uff09\u3002</li>\n<li><strong>\u5192\u6ce1\u4e0e\u70ed\u4fee\u590d\uff1a</strong> \u5982\u679c\u672c\u5730\u65e0\u6cd5\u5904\u7406\uff08\u5982\u590d\u6742\u7684\u9a8c\u8bc1\u7801\uff09\uff0cSLM \u6267\u884c <code>RAISE</code>\u3002\u6b64\u65f6\u6846\u67b6\u6682\u505c\u89e3\u91ca\u5668\uff0c\u5e76\u5c06\u9519\u8bef\u65e5\u5fd7\u53d1\u9001\u7ed9\u4e91\u7aef\u201c\u7f16\u8bd1\u5668\u201d\u3002\u4e91\u7aef\u5927\u6a21\u578b\u5206\u6790\u540e\u53d1\u9001\u56de\u4e00\u4e2a<strong>\u8865\u4e01\uff08 Patch \uff09</strong>\u2014\u2014\u4e00\u6bb5\u65b0\u7684 DSL \u4ee3\u7801\u6765\u7ed5\u8fc7\u6216\u89e3\u51b3\u8be5\u95ee\u9898\u3002\u8fd9\u79cd\u65b9\u5f0f\u65e2\u5229\u7528\u4e86\u4e91\u7aef\u7684\u667a\u6167\uff0c\u53c8\u907f\u514d\u4e86\u5c06\u6240\u6709\u79c1\u6709\u6570\u636e\u4e0a\u4f20\u3002</li>\n</ul>\n<hr/>\n<h3>3. \u6700\u7ec8\u76ee\u6807\uff1a\u4ece AI \u4ee3\u7406\u5230\u9759\u6001\u811a\u672c</h3>\n<p>ANPL \u7684\u6700\u7ec8\u613f\u666f\u662f\u5b9e\u73b0<strong>\u9759\u6001\u84b8\u998f\uff08 Static Distillation \uff09</strong>\uff0c\u5c06\u6602\u8d35\u7684\u63a8\u7406\u8fc7\u7a0b\u8f6c\u5316\u4e3a\u5ec9\u4ef7\u7684\u786e\u5b9a\u6027\u4ee3\u7801\u3002</p>\n<ol>\n<li><strong>\u8ffd\u8e2a\u5206\u6790\uff1a</strong> \u6846\u67b6\u76d1\u63a7\u6267\u884c\u65e5\u5fd7\u3002\u5b83\u53d1\u73b0\u201c\u4fdd\u5b58\u6587\u4ef6\u201d\u8fd9\u4e00\u6b65\u9aa4\u5728 10 \u6b21\u6210\u529f\u8fd0\u884c\u4e2d\uff0c\u5176\u884c\u4e3a\u5b8c\u5168\u662f\u786e\u5b9a\u6027\u7684\uff0c\u53ea\u662f\u7b80\u5355\u7684\u6587\u4ef6 I/O \u3002</li>\n<li><strong>\u4ee3\u7801\u751f\u6210\uff1a</strong> \u6846\u67b6\u8981\u6c42\u4e91\u7aef\u6a21\u578b\u6839\u636e\u6210\u529f\u7684\u6267\u884c\u8f68\u8ff9\uff0c\u7f16\u5199\u4e00\u6bb5\u6c38\u4e45\u6027\u7684 Python \u51fd\u6570\u6765\u66ff\u4ee3\u8be5 SLM \u6b65\u9aa4\u3002</li>\n<li><strong>\u6df7\u5408\u6267\u884c\uff1a</strong> \u5728\u672a\u6765\u7684\u8fd0\u884c\u4e2d\uff0c\u8fd9\u4e9b\u6b65\u9aa4\u5c06\u4e0d\u518d\u8c03\u7528\u8bed\u8a00\u6a21\u578b\uff0c\u800c\u662f\u76f4\u63a5\u8fd0\u884c Python \u811a\u672c\u3002\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u4f60\u7684\u201cAI \u4ee3\u7406\u201d\u4f1a\u6162\u6162\u8fdb\u5316\u4e3a\u4e00\u4e2a<strong>\u786e\u5b9a\u6027\u7684\u8f6f\u4ef6\u5957\u4ef6</strong>\uff0c\u5c06 Token \u6210\u672c\u964d\u81f3\u8fd1\u4e4e\u4e3a\u96f6\u3002</li>\n</ol>\n<hr/>\n<h3>4. \u603b\u7ed3</h3>\n<p>\u8fd9\u79cd\u67b6\u6784\u5c06 AI \u4ece\u4e00\u4e2a\u201c\u804a\u5929\u6846\u201d\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u7ed3\u6784\u5316\u7684<strong>\u865a\u62df\u6267\u884c\u5f15\u64ce</strong>\u3002\u901a\u8fc7\u5c06\u524d\u6cbf\u6a21\u578b\uff08 Frontier Models \uff09\u4f5c\u4e3a\u7f16\u8bd1\u5668\uff0c\u5c06\u672c\u5730\u5c0f\u6a21\u578b\uff08 SLMs \uff09\u4f5c\u4e3a\u53d7\u9650\u8bed\u5883\u4e0b\u7684\u89e3\u91ca\u5668\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\uff1a</p>\n<ul>\n<li><strong>\u51cf\u5c11 90% \u7684 Token \u6d6a\u8d39\uff1a</strong> \u901a\u8fc7\u53d8\u91cf\u9694\u79bb\u5386\u53f2\u3002</li>\n<li><strong>\u786c\u4ef6\u6548\u7387\u63d0\u5347\uff1a</strong> \u5141\u8bb8\u5728\u672c\u5730\u82af\u7247\uff08\u5982 Apple M \u7cfb\u5217\uff09\u4e0a\u6d41\u7545\u8fd0\u884c\u3002</li>\n<li><strong>\u6570\u636e\u4e3b\u6743\uff1a</strong> \u539f\u59cb\u6570\u636e\u4fdd\u7559\u5728\u672c\u5730\uff0c\u4ec5\u5c06\u201c\u903b\u8f91\u8bf7\u6c42\u201d\u53d1\u9001\u81f3\u4e91\u7aef\u3002</li>\n</ul>\n<hr/>\n<p>\u6211\u5df2\u7ecf\u5f00\u59cb\u8d77\u8349\u4e00\u4efd ANPL \u7684\u201c\u6307\u4ee4\u96c6\u67b6\u6784 (ISA)\u201d\u8349\u6848\uff0c\u76ee\u524d\u8ba1\u5212\u4f7f\u7528\u4e2d\u6587\u8fdb\u884c\u5173\u952e\u5b57\u548c\u7f16\u8bd1\u5668 prompt \u8bbe\u8ba1\u3002\u63a5\u4e0b\u6765\u5c06\u8fdb\u884c\u6846\u67b6(runtime)\u7684\u5b9e\u73b0\uff0c\u91c7\u7528\u5e38\u89c4 python \uff0c\u6b22\u8fce\u5927\u5bb6\u4e00\u8d77\u8ba8\u8bba\uff01</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jackchenly", 
        "name": "jackchenly", 
        "avatar": "https://cdn.v2ex.com/gravatar/a18e0a551baaedc229b56fcae182439f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1197757", 
      "title": "\u7ed9 AI \u6295\u6bd2", 
      "id": "https://www.v2ex.com/t/1197757", 
      "date_published": "2026-03-12T07:49:32+00:00", 
      "content_html": "<p>\u667a\u80fd\u4f53\u8fd0\u884c\u7684\u65f6\u5019\u4f1a\u641c\u7d22\u7f51\u7edc\uff0c\u5982\u679c\u5728\u7f51\u7edc\u4e0a\u9020\u4e00\u4e9b\u8ff7\u60d1\u6027\u7684\u4e1c\u897f\u5f71\u54cd AI \u5224\u65ad\uff08\u6bd4\u5982\u7ed9\u81ea\u5df1\u7684\u4ea7\u54c1\u5f15\u6d41\u7b49\uff09\n\u96c6\u601d\u5e7f\u76ca\u53ef\u4ee5\u505a\u4ec0\u4e48\u51fa\u6765\u76c8\u5229\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shendaowu", 
        "name": "shendaowu", 
        "avatar": "https://cdn.v2ex.com/avatar/6fa4/0f0c/233858_large.png?m=1771487434"
      }, 
      "url": "https://www.v2ex.com/t/1197591", 
      "title": "\u8865\u4e00\u4e0b\u6211\u7684\u6539\u8fdb\u7248\u7684\u63a8\u8350\u7cfb\u7edf\u7684\u7279\u8272\u548c\u4f8b\u5b50\uff0c\u4ee5\u53ca\u5176\u4f5c\u4e3a\u4e00\u5957\u601d\u7ef4\u6a21\u578b\u7684\u4ef7\u503c", 
      "id": "https://www.v2ex.com/t/1197591", 
      "date_published": "2026-03-12T00:26:43+00:00", 
      "content_html": "<h2>\u524d\u8a00</h2>\n<p>\u4e4b\u524d\u5199\u7684\u957f\u6587\u6709\u53cd\u9988\u8bf4\u770b\u4e0d\u4e0b\u53bb\uff0c\u770b\u4e0d\u51fa\u6765\u7279\u8272\u4e4b\u7c7b\u7684\u3002\u8fd9\u7bc7\u6587\u7ae0\u7684\u4f5c\u7528\u4e3b\u8981\u662f\u7ed9\u8bfb\u8005\u6253\u6253\u9e21\u8840\uff0c\u8ba9\u8bfb\u8005\u66f4\u613f\u610f\u770b\u4e0b\u53bb\u4e00\u70b9\u3002</p>\n<h2>\u5927\u8a00\u4e0d\u60ed\u7684\u7279\u8272</h2>\n<h3>\u5bf9\u4e8e\u63a8\u8350\u7cfb\u7edf\uff0c\u8001\u5b50\u5c31\u7b97\u6ca1\u5230\u74e6\u7279\u7684\u7a0b\u5ea6\uff0c\u4e5f\u53ef\u80fd\u5230\u7ebd\u53ef\u95e8\u7684\u7a0b\u5ea6\u4e86</h3>\n<p>\u4f60\u53ef\u4ee5\u56de\u60f3\u4f60\u4e00\u4e0b\u4f60\u901a\u8fc7\u76ee\u524d\u7684\u63a8\u8350\u7cfb\u7edf\u83b7\u5f97\u8fc7\u4ec0\u4e48\u6709\u7528\u7684\u4e1c\u897f\uff0c\u9664\u4e86\u6740\u65f6\u95f4\u662f\u4e0d\u662f\u57fa\u672c\u5c31\u6ca1\u4ec0\u4e48\u5927\u7528\u4e86\uff1f\u6211\u81ea\u8ba4\u4e3a\u6211\u6539\u8fdb\u7684\u63a8\u8350\u7cfb\u7edf\u80fd\u591f\u771f\u6b63\u7f13\u89e3\u4eba\u4eec\u7684\u5de5\u4f5c\u3001\u751f\u6d3b\u548c\u5b66\u4e60\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u57fa\u672c\u7528\u6765\u5a31\u4e50\u3002</p>\n<p>\u5927\u5439\u725b\u903c\u7ed3\u675f\uff0c\u540e\u9762\u4e0d\u4f1a\u8fd9\u4e48\u72c2\u4e86\uff0c\u4f46\u662f\u8fd8\u662f\u4f1a\u6709\u70b9\u72c2\u3002\u4eba\u5bb6\u7ebd\u53ef\u95e8\u81f3\u5c11\u9020\u51fa\u6765\u5b9e\u7269\u4e86\uff0c\u6211\u6ca1\u9020\u51fa\u6765\u5b9e\u7269\u3002\u4f46\u662f\u6211\u505a\u8fc7\u4e00\u4e9b\u6027\u80fd\u6d4b\u8bd5\uff0c\u7c7b\u4f3c\u74e6\u7279\u5728\u9020\u5927\u578b\u84b8\u6c7d\u673a\u4e4b\u524d\u505a\u8fc7\u5c0f\u578b\u7684\u6a21\u578b\u3002\u5f53\u7136\u74e6\u7279\u5728\u9020\u5927\u578b\u84b8\u6c7d\u673a\u7684\u65f6\u5019\u9047\u5230\u4e86\u975e\u5e38\u591a\u7684\u95ee\u9898\uff0c\u6211\u7684\u6027\u80fd\u6d4b\u8bd5\u4e5f\u4e0d\u80fd\u4fdd\u8bc1\u6ca1\u6709\u95ee\u9898\u3002</p>\n<h3>\u201c\u4f20\u7edf\u201d\u63a8\u8350\u7cfb\u7edf\u7684\u6548\u7387\u592a\u4f4e\uff0c\u6211\u8ba4\u4e3a\u5176\u4e3b\u8981\u662f\u56e0\u4e3a\u8fc7\u4e8e\u4f9d\u8d56 AI \u548c\u673a\u5668\u4e86\uff0c\u8fd8\u6709\u5c31\u662f\u592a\u60ef\u7740\u7528\u6237\u4e86</h3>\n<p>\u6211\u57fa\u672c\u76f8\u4fe1\u201c\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\u201d\uff0c\u867d\u7136\u6211\u8ba4\u4e3a\u53ef\u80fd\u5b58\u5728\u4e00\u4e9b\u4f8b\u5916\u3002\u6211\u8ba4\u4e3a\u4f20\u7edf\u63a8\u8350\u7cfb\u7edf\u5c31\u662f\u5728\u6536\u96c6\u5783\u573e\u5e76\u901a\u8fc7\u5783\u573e\u8fdb\u884c\u8f93\u51fa\u3002\u800c\u6211\u6539\u8fdb\u7684\u63a8\u8350\u7cfb\u7edf\u53ef\u4ee5\u6536\u96c6\u5230\u5927\u91cf\u6709\u7528\u7684\u4fe1\u606f\u3002\u6bd4\u5982\u53ef\u4ee5\u76f4\u63a5\u7ed9\u4e00\u4e2a\u5bf9\u8c61\u5173\u8054\u4e0a\u4e00\u4e2a\u73b0\u8c61\u6765\u7cbe\u786e\u63cf\u8ff0\u81ea\u5df1\u7684\u6001\u5ea6\u3002\u8fd8\u6709\u5c31\u662f\u901a\u8fc7\u6709\u5e8f\u7684\u5217\u8868\u5728\u67d0\u4e2a\u7ef4\u5ea6\u4e0a\u5bf9\u4e00\u7cfb\u5217\u5bf9\u8c61\u8fdb\u884c\u6392\u5e8f\u3002\u5177\u4f53\u6211\u5c31\u4e0d\u8bf4\u4e86\uff0c\u6709\u5174\u8da3\u8bf7\u76f4\u63a5\u770b\u8fd9\u4e2a\u5e16\u5b50\u7ed3\u5c3e\u7ed9\u7684\u8be6\u7ec6\u4ecb\u7ecd\u6211\u7684\u6539\u8fdb\u7248\u7684\u63a8\u8350\u7cfb\u7edf\u7684\u5e16\u5b50\u7684\u94fe\u63a5\u3002</p>\n<p>\u5f53\u7136\u8fd9\u4e9b\u90fd\u9700\u8981\u7528\u6237\u590d\u6742\u7684\u64cd\u4f5c\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u7684\u70b9\u8d5e\u3001\u88ab\u52a8\u7684\u505c\u7559\u65f6\u957f\u4ee5\u53ca\u5c4f\u853d\u7b49\u3002\u4f46\u662f\u6211\u76f8\u4fe1\u8fd9\u4e9b\u590d\u6742\u7684\u64cd\u4f5c\u5e26\u6765\u7684\u4f18\u8d28\u4fe1\u606f\u662f\u4f1a\u5e26\u6765\u4e30\u539a\u7684\u56de\u62a5\u7684\u3002\u4f20\u7edf\u7684\u63a8\u8350\u7cfb\u7edf\u53ef\u80fd\u56e0\u4e3a\u6ca1\u6709\u5408\u9002\u7684\u7b97\u6cd5\u6765\u5904\u7406\u8fd9\u4e9b\u4fe1\u606f\u3002\u6216\u8005\u8fc7\u4e8e\u4f9d\u8d56\u4e8e\u81ea\u52a8\u5316\u7684\u7b97\u6cd5\u4e86\u3002\u800c\u6211\u6539\u8fdb\u7684\u63a8\u8350\u7cfb\u7edf\u9009\u62e9\u4f9d\u8d56\u4eba\u7684\u7406\u6027\u548c\u76f4\u89c9\uff0c\u5b83\u5c06\u4f20\u7edf\u63a8\u8350\u7cfb\u7edf\u4e2d\u7684\u5927\u91cf\u81ea\u52a8\u64cd\u4f5c\u90fd\u5f00\u653e\u7ed9\u7528\u6237\u4e86\uff0c\u6216\u8005\u81f3\u5c11\u5f00\u653e\u7ed9\u4e00\u5c0f\u90e8\u5206\u7528\u6237\u3002</p>\n<p>\u4f20\u7edf\u63a8\u8350\u7cfb\u7edf\u4e00\u822c\u90fd\u6bd4\u8f83\u6d88\u8017\u670d\u52a1\u5668\u8d44\u6e90\u548c\u4eba\u529b\uff0c\u6240\u4ee5\u53ef\u80fd\u53ea\u6709\u5927\u516c\u53f8\u624d\u517b\u5f97\u8d77\u3002\u6211\u9884\u6d4b\u6211\u7684\u6539\u8fdb\u7248\u63a8\u8350\u7cfb\u7edf\u53ef\u80fd\u4e0d\u9700\u8981\u591a\u5c11\u94b1\u5c31\u80fd\u83b7\u5f97\u6bd4\u8f83\u597d\u7684\u6548\u679c\u3002</p>\n<h3>\u201c\u4f20\u7edf\u201d\u63a8\u8350\u7cfb\u7edf\u5bf9\u65b0\u9700\u6c42\u7684\u654f\u611f\u7a0b\u5ea6\u53ef\u80fd\u4e0d\u9ad8</h3>\n<p>\u636e\u6211\u6240\u77e5\u4f20\u7edf\u63a8\u8350\u7cfb\u7edf\u53ef\u80fd\u53ea\u6709\u901a\u8fc7\u641c\u7d22\u611f\u77e5\u65b0\u9700\u6c42\u6bd4\u8f83\u9760\u8c31\u3002\u800c\u5728\u6211\u7684\u6539\u8fdb\u7248\u7684\u63a8\u8350\u7cfb\u7edf\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u53d1\u5e03\u9700\u6c42\uff0c\u7136\u540e\u5982\u679c\u6709\u5f88\u591a\u4eba\u90fd\u6709\u76f8\u540c\u9700\u6c42\u6216\u8005\u5c11\u91cf\u7528\u6237\u613f\u610f\u82b1\u5927\u4ef7\u94b1\u7684\u8bdd\uff0c\u53ef\u4ee5\u76f4\u63a5\u5438\u5f15\u5185\u5bb9\u751f\u4ea7\u8005\u751f\u4ea7\u76f8\u5173\u7684\u5185\u5bb9\u6216\u4ea7\u54c1\u3002</p>\n<h3>\u7f13\u89e3 E&amp;E \u96be\u9898</h3>\n<p>\u6240\u8c13 E&amp;E \u96be\u9898\u6307\u63a8\u8350\u7cfb\u7edf\u9700\u8981\u5728\u7ed9\u7528\u6237\u63a8\u8350\u7684\u65f6\u5019\u6743\u8861\u8fd9\u4e8c\u8005\uff1a\u6839\u636e\u5df2\u77e5\u7684\u7528\u6237\u5174\u8da3\u63a8\u8350\uff0c\u63a2\u7d22\u7528\u6237\u672a\u77e5\u7684\u5174\u8da3\u3002\u5176\u4e2d\u524d\u8005\u4f1a\u8ba9\u7528\u6237\u723d\uff0c\u540e\u8005\u4e00\u822c\u4f1a\u8ba9\u7528\u6237\u538c\u6076\u3002\u4f46\u662f\u4e00\u76f4\u8ba9\u7528\u6237\u723d\u7528\u6237\u5f88\u53ef\u80fd\u4f1a\u56e0\u4e3a\u5343\u7bc7\u4e00\u5f8b\u800c\u538c\u6076\u3002\u6211\u7684\u89e3\u6cd5\u662f\u53cc\u723d\u3002\u5728\u63a2\u7d22\u8fc7\u7a0b\u4e2d\u8ba9\u7528\u6237\u77e5\u9053\u81ea\u5df1\u627e\u5230\u7684\u597d\u4e1c\u897f\u4f1a\u8ba9\u5176\u4ed6\u8ddf\u81ea\u5df1\u5174\u8da3\u7c7b\u4f3c\u7684\u4eba\u559c\u6b22\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0e\u5176\u4ed6\u8ddf\u81ea\u5df1\u5174\u8da3\u7c7b\u4f3c\u7684\u4eba\u4ea4\u6d41\u3002\u8fd8\u6709\u5c31\u662f\u4e3a\u63a2\u7d22\u884c\u4e3a\u63d0\u4f9b\u4e00\u4e9b\u79ef\u5206\u3002\u79ef\u5206\u7528\u4e8e\u6bd4\u8f83\u6d88\u8017\u670d\u52a1\u5668\u8d44\u6e90\u7684\u64cd\u4f5c\u3002\u6211\u76f8\u4fe1\u8fd9\u4f1a\u8ba9\u7528\u6237\u5728\u63a2\u7d22\u7684\u65f6\u5019\u80fd\u66f4\u723d\u4e00\u4e9b\u3002</p>\n<p>\u5229\u7528\u67d0\u4e9b\u5185\u5bb9\u9700\u8981\u4e00\u4e9b\u524d\u671f\u6295\u5165\u3002\u8fd9\u8fd9\u4e9b\u9700\u8981\u524d\u63d0\u6295\u5165\u624d\u80fd\u4eab\u53d7\u7684\u5185\u5bb9\u53ef\u80fd\u624d\u662f\u771f\u6b63\u6709\u7528\u7684\u3002\u4ece\u957f\u671f\u6765\u770b\u9700\u8981\u5927\u91cf\u524d\u671f\u6295\u5165\u7684\u4e8b\u4e5f\u8bb8\u80fd\u83b7\u5f97\u8fdc\u8d85\u90a3\u4e9b\u4f4e\u95e8\u69db\u5a31\u4e50\u7684\u5feb\u611f\u3002\u6211\u7684\u6539\u8fdb\u7248\u7684\u63a8\u8350\u7cfb\u7edf\u81f3\u5c11\u6709\u5f15\u5bfc\u7528\u6237\u83b7\u5f97\u8fd9\u79cd\u9ad8\u7ea7\u5feb\u611f\u7684\u6f5c\u529b\u3002</p>\n<h3>\u5176\u4ed6\u7279\u8272</h3>\n<p>\u6211\u5f88\u4e45\u4e4b\u524d\u5199\u8fc7\u4e00\u4e2a\u731b\u5439\u6211\u7684\u6539\u8fdb\u7248\u7684\u63a8\u8350\u7cfb\u7edf\u7684\u5e16\u5b50\u3002\u5f53\u65f6\u5b9e\u5728\u662f\u60f3\u4e0d\u5230\u4ec0\u4e48\u522b\u7684\u5ba3\u4f20\u65b9\u6cd5\u4e86\uff0c\u73b0\u5728\u6211\u81ea\u5df1\u770b\u7740\u90fd\u5c2c\u3002\u90a3\u5e16\u6bd4\u8fd9\u5e16\u5f00\u5934\u7684\u90e8\u5206\u5439\u5f97\u8fd8\u731b\u3002\u6709\u52c7\u6c14\u63a8\u8350\u770b\u770b\u3002\u94fe\u63a5\uff1a <a href=\"https://www.v2ex.com/t/965320\" rel=\"nofollow\">https://www.v2ex.com/t/965320</a> \u3002</p>\n<h2>\u4f8b\u5b50</h2>\n<p>\u6211\u4e4b\u524d\u5199\u7684\u4e00\u4e2a\u76f8\u5173\u7684\u5e16\u5b50\u91cc\u5305\u542b\u5927\u91cf\u7684\u4f8b\u5b50\u3002\u4e0d\u8fc7\u5199\u5f97\u4e0d\u600e\u4e48\u6837\u3002\u94fe\u63a5\uff1a <a href=\"https://www.v2ex.com/t/1012289\" rel=\"nofollow\">https://www.v2ex.com/t/1012289</a> \u3002</p>\n<h2>\u4f5c\u4e3a\u601d\u7ef4\u6a21\u578b</h2>\n<p>\u6240\u8c13\u4f5c\u4e3a\u601d\u7ef4\u6a21\u578b\uff0c\u5c31\u662f\u4e0d\u7ba1\u4f60\u6709\u6ca1\u6709\u4f7f\u7528\u8fd9\u4e2a\u4e1c\u897f\u7684\u5b9e\u7269\uff0c\u4f60\u90fd\u6709\u53ef\u80fd\u901a\u8fc7\u770b\u90a3\u7bc7\u6587\u7ae0\u83b7\u5f97\u597d\u5904\u3002</p>\n<p>\u7b2c\u4e00\uff0c\u53ef\u4ee5\u7834\u9664\u5355\u56e0\u6a21\u578b\u3002\u5355\u56e0\u6a21\u578b\u5c31\u662f\u4e00\u4ef6\u4e8b\u53ea\u6709\u4e00\u4e2a\u539f\u56e0\u3002</p>\n<p>\u7b2c\u4e8c\uff0c\u53ef\u4ee5\u7834\u9664\u5343\u7bc7\u4e00\u5f8b\u6a21\u578b\u3002\u5343\u7bc7\u4e00\u5f8b\u6a21\u578b\u5c31\u662f\u5bf9\u6211\u6709\u7528\u5c31\u5bf9\u4f60\u6709\u7528\u8fd9\u79cd\u3002</p>\n<p>\u7b2c\u4e09\uff0c\u53ef\u4ee5\u7834\u9664\u786e\u5b9a\u6027\u601d\u7ef4\u3002\u786e\u5b9a\u6027\u601d\u7ef4\u5c31\u662f\u6211\u505a\u5230 A \u5c31\u80af\u5b9a\u80fd\u5f97\u5230 B \u3002</p>\n<p>\u7b2c\u56db\uff0c\u53ef\u4ee5\u4fc3\u8fdb\u7075\u6d3b\u601d\u7ef4\u3002\u8fbe\u5230\u76f8\u540c\u76ee\u6807\u4e0d\u4e00\u5b9a\u53ea\u6709\u4e00\u4e2a\u65b9\u6cd5\u3002</p>\n<p>\u7b2c\u4e94\uff0c\u53ef\u4ee5\u4fc3\u8fdb\u5c0f\u76ee\u6807\u601d\u7ef4\u3002\u4e00\u4e2a\u5c0f\u76ee\u6807\u6ca1\u6cd5\u76f4\u63a5\u8fbe\u6210\u5c31\u62c6\u5206\u6210\u66f4\u5bb9\u6613\u7684\u66f4\u5c0f\u7684\u76ee\u6807\u3002</p>\n<p>\u53e6\u5916\u6587\u7ae0\u4e2d\u8fd8\u6709\u4e00\u4e9b\u4e0d\u7cfb\u7edf\u7684\u6709\u7528\u7684\u4e1c\u897f\u3002</p>\n<h2>\u539f\u8d34</h2>\n<p>\u94fe\u63a5\uff1a <a href=\"https://www.v2ex.com/t/1196707\" rel=\"nofollow\">https://www.v2ex.com/t/1196707</a> \u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/boneyao", 
        "name": "boneyao", 
        "avatar": "https://cdn.v2ex.com/avatar/bbcc/330f/58083_large.png?m=1773993307"
      }, 
      "url": "https://www.v2ex.com/t/1197350", 
      "title": "AI \u673a\u5668\u5b66\u4e60\u7684\u4e00\u4e2a\u7528\u9014", 
      "id": "https://www.v2ex.com/t/1197350", 
      "date_published": "2026-03-11T03:22:26+00:00", 
      "content_html": "\u5047\u5982\u7684\u5047\u5982<br />\u6709\u4e00\u5929\u6211\u5728\u516c\u4ea4\u8f66\u4e0a\uff0c\u6709\u4e00\u4e2a\u5973\u5b69\u5b50\u8bf4\u6211\u5077\u62cd\u4ed6\uff0c\u4f46\u662f\u6211\u53c8\u6ca1\u6709\u5077\u62cd\u3002<br />\u7136\u540e\u8b66\u5bdf\u8981\u67e5\u8be2\u6211\u7684\u624b\u673a\u3002<br /><br />\u90a3\u4e48\u5c31\u6709\u4e00\u4e2a\u95ee\u9898\u3002\u8b66\u5bdf\u5c31\u80fd\u770b\u5230\u6211\u7684\u76f8\u518c\u3002\u5c31\u6709\u53ef\u80fd\u6cc4\u6f0f\u6211\u7684\u9690\u79c1\uff0c\u5982\u679c\u8ba9\u4e00\u4e2a\u672c\u5730\u6a21\u578b\u770b\uff0c\u770b\u5b8c\u5c31\u6bc1\u706d\u611f\u89c9\u633a\u597d\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/bybyte", 
        "name": "bybyte", 
        "avatar": "https://cdn.v2ex.com/avatar/5da5/be8a/538614_large.png?m=1764763612"
      }, 
      "url": "https://www.v2ex.com/t/1197240", 
      "date_modified": "2026-03-11T00:13:12+00:00", 
      "content_html": "<p>\u60f3\u505a\u4e00\u4e2a\u9700\u6c42\u6316\u6398\u5e73\u53f0\uff0c\u6316\u6398 reddit twitter v \u7ad9 l \u7ad9\u7b49\u5404\u4e2a\u5e73\u53f0\u7684\u9700\u6c42\uff0c\u96c6\u4e2d\u8d77\u6765\uff0c\u6709\u641e\u5934\u4e0d</p>\n", 
      "date_published": "2026-03-10T14:53:31+00:00", 
      "title": "\u60f3\u505a\u4e00\u4e2a\u9700\u6c42\u6316\u6398\u5e73\u53f0", 
      "id": "https://www.v2ex.com/t/1197240"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yaakua", 
        "name": "yaakua", 
        "avatar": "https://cdn.v2ex.com/avatar/0c4c/93af/19978_large.png?m=1772930218"
      }, 
      "url": "https://www.v2ex.com/t/1197148", 
      "title": "[\u9020\u8f6e\u5b50] \u53d7\u591f\u4e86 Codex/Claude \u9891\u7e41\u5207\u8d26\u53f7\uff0c\u6211\u624b\u6413\u4e86\u4e00\u4e2a\u591a\u8d26\u53f7\u5e76\u53d1\u7684 AI \u7f16\u7a0b\u5de5\u4f5c\u53f0", 
      "id": "https://www.v2ex.com/t/1197148", 
      "date_published": "2026-03-10T07:16:01+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u6bd4\u8f83\u91cd\u5ea6\u5730\u7528 Codex CLI \u548c Claude Code \u5199\u4ee3\u7801\uff0c\u723d\u662f\u771f\u723d\uff0c\u4f46\u7528\u4e45\u4e86\u4e4b\u540e\u53d1\u73b0\u4e00\u4e2a\u5f88\u73b0\u5b9e\u7684\u75db\u70b9\uff1a<strong>\u8d26\u53f7\u5207\u6362\u592a\u8ba9\u4eba\u6293\u72c2\u4e86\u3002</strong></p>\n<p>\u9047\u5230\u989d\u5ea6\u7528\u5b8c\u6216\u8005\u9047\u5230\u9650\u5236\u65f6\uff0c\u5982\u679c\u662f\u5355\u7eaf\u7528 CLI \uff0c\u57fa\u672c\u53ea\u80fd\u8fd9\u6837\u64cd\u4f5c\uff1a\n<code>codex logout</code> -&gt; <code>codex login</code> -&gt; \u6d4f\u89c8\u5668\u6388\u6743...</p>\n<p>\u5982\u679c\u4e00\u5929\u8981\u5207\u51e0\u6b21\u8d26\u53f7\uff0c\u8fd9\u79cd\u5f3a\u884c\u6253\u65ad workflow \u7684\u4f53\u9a8c\u6781\u5176\u5272\u88c2\u3002</p>\n<p>\u540e\u6765\u6211\u5e72\u8106\u4e70\u4e86\u51e0\u4e2a\u8d26\u53f7\u8f6e\u6d41\u7528\uff0c\u4f46\u65b0\u7684\u95ee\u9898\u53c8\u6765\u4e86\uff1a</p>\n<ul>\n<li>\u54ea\u4e2a terminal \u8dd1\u7684\u662f\u54ea\u4e2a\u8d26\u53f7\uff1f</li>\n<li>\u54ea\u4e2a\u4f1a\u8bdd\u5bf9\u5e94\u7684\u662f\u54ea\u4e2a\u5177\u4f53\u7684\u4e1a\u52a1\u7ebf\uff1f</li>\n<li>\u60f3\u6362\u8d26\u53f7\u8fd8\u5f97\u91cd\u65b0\u767b\u5f55\uff0ciTerm \u91cc\u5f00\u4e86\u4e00\u5806 tab \uff0c\u8fc7\u4e00\u4f1a\u5c31\u5b8c\u5168\u4e0d\u77e5\u9053\u8c01\u662f\u8c01\u4e86\u3002</li>\n</ul>\n<hr/>\n<h2>\u7ec8\u7aef\u91cc\u5176\u5b9e\u6ca1\u6709\u201c\u8d26\u53f7 / Profile\u201d\u8fd9\u4e2a\u6982\u5ff5</h2>\n<p>CLI \u5de5\u5177\u672c\u8eab\u7684\u8bbe\u8ba1\u5176\u5b9e\u5f88\u597d\uff0c\u4f46\u5b83\u4eec\u57fa\u672c\u90fd\u662f terminal-first \u7684\u5355\u7ebf\u7a0b\u903b\u8f91\u3002\n\u5bfc\u81f4\u5728\u5b9e\u9645\u7684\u9ad8\u5f3a\u5ea6\u4f7f\u7528\u4e2d\uff0c\u4ee5\u4e0b\u8fd9\u4e9b\u4e1c\u897f\u5168\u6df7\u5728\u4e86\u4e00\u8d77\uff1a\n<code>\u8d26\u53f7</code>\u3001<code>\u9879\u76ee</code>\u3001<code>\u4f1a\u8bdd</code>\u3001<code>\u6a21\u578b</code></p>\n<p>\u5c24\u5176\u662f\u6709\u591a\u4e2a\u8d26\u53f7\u4ea4\u66ff\u4f7f\u7528\u7684\u65f6\u5019\uff0c\u57fa\u672c\u53ea\u80fd\u9760\u8111\u5b50\u786c\u8bb0\u3002</p>\n<hr/>\n<h2>\u6240\u4ee5\u6211\u624b\u6413\u4e86\u4e2a\u5c0f\u5de5\u5177\uff08\u504f\u81ea\u7528\uff09</h2>\n<p>\u4e3a\u4e86\u89e3\u51b3\u81ea\u5df1\u7684\u75db\u70b9\uff0c\u6211\u5199\u4e86\u4e2a\u684c\u9762\u7aef\u7684\u5de5\u4f5c\u53f0\u3002\n\u6280\u672f\u6808\u5e95\u5c42\u7528\u7684\u662f Tauri \uff0c\u8de8\u5e73\u53f0\uff08 Mac / Win \u90fd\u80fd\u8dd1\uff09\uff0c\u754c\u9762\u4e5f\u5c3d\u91cf\u4fdd\u6301\u6781\u7b80\uff0c\u4e0d\u641e\u82b1\u91cc\u80e1\u54e8\u7684\u8bbe\u8ba1\uff0c\u4e3b\u6253\u4e00\u4e2a\u8f7b\u91cf\u5b9e\u7528\u3002</p>\n<p>\u505a\u7684\u4e8b\u60c5\u5176\u5b9e\u5f88\u7b80\u5355\uff1a<strong>\u7ed9 Codex / Claude Code \u52a0\u4e00\u5c42 Profile \u548c Workspace \u7ba1\u7406\u3002</strong></p>\n<p>\u5927\u6982\u7684\u5c42\u7ea7\u7ed3\u6784\u662f\u8fd9\u6837\uff1a</p>\n<pre><code>Workspace\n  \u2514\u2500 Project\n        \u2514\u2500 Session\n              \u2514\u2500 Profile\n</code></pre>\n<p>\u6bcf\u4e2a Profile \u5bf9\u5e94\u4e00\u4e2a\u72ec\u7acb\u7684\u8d26\u53f7\u548c\u73af\u5883\uff0c\u4f8b\u5982\uff1a</p>\n<ul>\n<li>Profile A \u2192 Codex \u8d26\u53f7 A</li>\n<li>Profile B \u2192 Codex \u8d26\u53f7 B</li>\n<li>Profile C \u2192 Claude \u8d26\u53f7</li>\n</ul>\n<p><strong>\u5f53\u4e00\u4e2a\u8d26\u53f7\u989d\u5ea6\u7528\u5b8c\u65f6\uff0c\u4f60\u53ea\u9700\u8981\uff1a</strong>\n\u65b0\u5efa/\u5207\u6362\u4e00\u4e2a Session -&gt; \u9009\u62e9\u53e6\u4e00\u4e2a Profile \u3002\n\u76f4\u63a5\u7ee7\u7eed\u7528\u4e0b\u4e00\u4e2a\u8d26\u53f7\u63a5\u7740\u5e72\uff0c\u4e0d\u9700\u8981\u91cd\u65b0\u767b\u5f55\uff0c\u4e5f\u4e0d\u4f1a\u6c61\u67d3\u539f\u6765\u7684\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u3002</p>\n<p><strong>\ud83d\udc47 \u653e\u4e24\u5f20\u56fe\u7ed9\u5927\u5bb6\u770b\u4e0b\u76f4\u89c2\u7684\u6548\u679c\uff1a</strong></p>\n<p><em>(\u4e3b\u754c\u9762\uff1a\u591a\u4f1a\u8bdd\u7ba1\u7406\u4e0e\u6781\u7b80\u7684\u5de5\u4f5c\u533a\uff0c\u6700\u591a\u53ef\u4ee5\u5f00 4 \u4e2a\u533a\uff0c\u6bcf\u4e2a\u533a\u53ef\u4ee5\u662f\u4e0d\u540c\u7684 codex \u8d26\u53f7\uff0c\u751a\u81f3\u4f7f\u7528 claude code)</em>\n<img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://user0001.cn.imgto.link/public/20260310/image-6fb72gwi.avif\"/></p>\n<p><em>(\u914d\u7f6e\u754c\u9762\uff1a\u65e0\u7f1d\u5207\u6362\u4e0d\u540c\u8d26\u53f7\u7684 Profile)</em></p>\n<h2><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://user0001.cn.imgto.link/public/20260310/image-vd7aedj0.avif\"/></h2>\n<h2>\u987a\u4fbf\u89e3\u9501\u4e86\u4e00\u4e2a\u65b0\u59ff\u52bf\uff1a\u591a Agent \u5e76\u884c\uff08 Arena \u6a21\u5f0f\uff09</h2>\n<p>\u6709\u4e86 Profile + Session \u7684\u9694\u79bb\u4e4b\u540e\uff0c\u81ea\u7136\u800c\u7136\u5c31\u884d\u751f\u51fa\u4e86\u8fd9\u79cd\u73a9\u6cd5\uff1a</p>\n<pre><code>+-----------+-----------+\n| Codex A   | Codex B   |\n+-----------+-----------+\n| Claude    | Codex C   |\n+-----------+-----------+\n</code></pre>\n<p>\u6bd4\u5982\uff1a</p>\n<ul>\n<li>\u540c\u4e00\u4e2a\u590d\u6742\u9700\u6c42\uff0c\u8ba9\u4e0d\u540c\u8d26\u53f7/\u4e0d\u540c\u6a21\u578b<strong>\u540c\u65f6\u8dd1</strong></li>\n<li>\u591a\u5f00\u7a97\u53e3<strong>\u76f4\u63a5\u5bf9\u6bd4</strong>\u4e0d\u540c\u6a21\u578b\u7684\u5b9e\u73b0\u601d\u8def\u548c\u4ee3\u7801\u8d28\u91cf</li>\n</ul>\n<p>\u5e95\u5c42\u5176\u5b9e\u8fd8\u662f\u76f4\u63a5\u8c03\u7528\u672c\u5730\u7684 Codex CLI \u548c Claude Code CLI \uff0c\u6240\u4ee5\u6211\u5e76\u4e0d\u662f\u91cd\u65b0\u5f00\u53d1\u4e86\u4e00\u4e2a coding agent \uff0c\u672c\u8d28\u4e0a\u662f\u505a\u4e86\u4e00\u4e2a<strong>\u53ef\u89c6\u5316\u684c\u9762\u7ba1\u5bb6</strong>\u3002</p>\n<p>\u597d\u5904\u662f\uff1aCLI \u5b98\u65b9\u5347\u7ea7\u4e86\u65b0\u80fd\u529b\uff0c\u8fd9\u8fb9\u80fd\u76f4\u63a5\u65e0\u7f1d\u7ee7\u627f\uff1b\u5b8c\u5168\u4e0d\u9700\u8981\u91cd\u65b0\u9020 agent \u7684\u8f6e\u5b50\uff0c\u53ea\u662f\u628a workflow \u7ed9\u7ba1\u7406\u8d77\u6765\u4e86\u3002</p>\n<hr/>\n<h2>\u4e00\u4e2a\u8fd8\u5728\u7ea0\u7ed3\u7684\u6269\u5c55\u65b9\u5411\uff1a\u624b\u673a\u8fdc\u7a0b\u5f53\u201c\u76d1\u5de5\u201d</h2>\n<p>\u8fd8\u6709\u4e00\u4e2a\u6211\u633a\u60f3\u505a\u3001\u4f46\u4e0d\u786e\u5b9a\u662f\u4e0d\u662f\u4f2a\u9700\u6c42\u7684\u529f\u80fd\uff1a<strong>\u624b\u673a\u8fdc\u7a0b\u8fde\u5230\u684c\u9762\u4e0a\u7684 agent \u3002</strong></p>\n<p>\u5e94\u7528\u573a\u666f\u5927\u6982\u662f\uff1a</p>\n<ul>\n<li><strong>\u624b\u673a\u7aef</strong>\uff1a\u51fa\u95e8\u5728\u5916\u67e5\u770b\u684c\u9762 agent \u7684\u8fd0\u884c\u72b6\u6001\u3001\u968f\u624b\u8865\u4e00\u53e5 prompt \u7ea0\u6b63\u65b9\u5411\u3001\u6216\u8005\u8fdc\u7a0b\u89e6\u53d1\u4e00\u4e2a\u65b0\u7684\u8dd1\u6279\u4efb\u52a1\u3002</li>\n<li><strong>\u684c\u9762\u7aef</strong>\uff1a\u8001\u8001\u5b9e\u5b9e\u5f53\u4e00\u4e2a\u65e0\u60c5\u7684 AI coding worker \u6302\u673a\u5e72\u6d3b\u3002</li>\n</ul>\n<p>\u6709\u70b9\u50cf\u628a\u5bb6\u91cc/\u516c\u53f8\u7684\u7535\u8111\u53d8\u6210\u4e00\u4e2a\u4e13\u5c5e\u7684 AI \u7b97\u529b\u670d\u52a1\u5668\u3002\u8fd9\u4e2a\u65b9\u5411\u4e0d\u786e\u5b9a\u5927\u5bb6\u662f\u5426\u6709\u771f\u5b9e\u573a\u666f\uff1f</p>\n<hr/>\n<h2>\u53d1\u5e16\u4e3b\u8981\u662f\u60f3\u542c\u542c\u5927\u5bb6\u7684\u771f\u5b9e workflow \u548c\u5410\u69fd</h2>\n<p>\u6700\u521d\u505a\u8fd9\u4e2a\u53ea\u662f\u4e3a\u4e86\u89e3\u51b3\u81ea\u5df1\u201c\u591a\u8d26\u53f7\u5207\u6362 + \u4f1a\u8bdd\u7ba1\u7406\u201d\u7684\u75db\u70b9\u3002\u4f46\u5199\u7740\u5199\u7740\u53d1\u73b0\uff0c\u8fd9\u73a9\u610f\u597d\u50cf\u6709\u6f5c\u529b\u53d8\u6210\u4e00\u4e2a\u5b8c\u6574\u7684 AI Coding Workspace \u3002</p>\n<p>\u6240\u4ee5\u60f3\u5411 V \u53cb\u4eec\u53d6\u53d6\u7ecf\uff0c\u9a8c\u8bc1\u4e00\u4e0b\u662f\u4e0d\u662f\u53ea\u6709\u6211\u81ea\u5df1\u6709\u8fd9\u4e2a\u5f3a\u9700\u6c42 \ud83d\ude02\uff1a</p>\n<h3>1\ufe0f\u20e3 \u6709\u4eba\u8ddf\u6211\u4e00\u6837\uff0c\u4f1a\u4e70\u591a\u4e2a Codex / Claude \u8d26\u53f7\u8f6e\u6d41\u7528\u5417\uff1f</h3>\n<p>\u5982\u679c\u6709\uff0c\u4f60\u4eec\u5e73\u65f6\u662f\u600e\u4e48\u4e1d\u6ed1\u5207\u6362\u8d26\u53f7\u7684\uff1f\u7eaf\u9760\u624b\u52a8\u5417\uff1f</p>\n<h3>2\ufe0f\u20e3 \u5927\u5bb6\u73b0\u5728\u662f\u600e\u4e48\u7ba1\u7406\u9ad8\u9891\u7684 AI coding \u4f1a\u8bdd\u7684\uff1f</h3>\n<p>\u662f\u591a terminal \u7a97\u53e3\uff1f tmux \uff1f VSCode \u63d2\u4ef6\u76f4\u8fde\uff1f\u8fd8\u662f\u6709\u4ec0\u4e48\u66f4\u597d\u7684\u5b9e\u8df5\uff1f</p>\n<h3>3\ufe0f\u20e3 \u201c\u591a\u7a97\u683c\u540c\u65f6\u8dd1 Agent \u5bf9\u6bd4\u201d\u8fd9\u79cd\u5f62\u6001\u6709\u6ca1\u6709\u5b9e\u9645\u610f\u4e49\uff1f</h3>\n<p>\u8fd8\u662f\u8bf4\u8001\u8001\u5b9e\u5b9e Terminal + \u5355\u7ebf CLI \u5176\u5b9e\u5df2\u7ecf\u5b8c\u5168\u591f\u7528\u4e86\uff0c\u6ca1\u5fc5\u8981\u641e\u8fd9\u4e48\u590d\u6742\uff1f</p>\n<p>\u6b22\u8fce\u5404\u79cd\u5410\u69fd\u3001\u5efa\u8bae\u6216\u8005\u62cd\u7816\uff01\u5982\u679c\u5927\u5bb6\u89c9\u5f97\u6709\u610f\u601d\uff0c\u6211\u540e\u7eed\u53ef\u4ee5\u8003\u8651\u628a\u8fd9\u4e2a\u5de5\u5177\u653e\u51fa\u6765\u7ed9\u5927\u5bb6\u516c\u6d4b\u4f53\u9a8c\u4e00\u4e0b\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mizuhashi", 
        "name": "mizuhashi", 
        "avatar": "https://cdn.v2ex.com/avatar/8854/0e78/157347_large.png?m=1774621158"
      }, 
      "url": "https://www.v2ex.com/t/1197009", 
      "title": "\u767c\u73fe ai \u5f88\u9069\u5408\u8655\u7406\u5f8c\u4e8b", 
      "id": "https://www.v2ex.com/t/1197009", 
      "date_published": "2026-03-10T00:38:46+00:00", 
      "content_html": "<p>\u7a81\u7136\u60f3\u5230 ai \u5f88\u9069\u5408\u8655\u7406\u5f8c\u4e8b\uff0c\u4f8b\u5982\u53ea\u6709\u4e00\u500b\u4eba\u7dad\u8b77\u7684\u7db2\u7ad9\u7a81\u7136\u6b7b\u4e86\u600e\u9ebc\u8fa6\uff0c\u53ef\u4ee5\u62dc\u8a17 ai \u8655\u7406\uff0c\u92b7\u6bc0\u8cc7\u6599\u4ec0\u9ebc\u7684\u90fd\u505a\u5f97\u5230</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shendaowu", 
        "name": "shendaowu", 
        "avatar": "https://cdn.v2ex.com/avatar/6fa4/0f0c/233858_large.png?m=1771487434"
      }, 
      "url": "https://www.v2ex.com/t/1196707", 
      "title": "\u4e00\u79cd\u5f88\u65b0\u7684\u63a8\u8350\u7cfb\u7edf\uff0c\u7f1d\u5408\u4e86\u4e13\u5bb6\u7cfb\u7edf\u3001\u6807\u7b7e\u7cfb\u7edf\u548c\u5fc3\u7406\u5b66\u5b9e\u9a8c\uff0c\u5f88\u53ef\u80fd\u4e5f\u662f\u4e00\u5957\u8f85\u52a9\u53d8\u5f3a\u7684\u601d\u7ef4\u6a21\u578b\uff0c\u6682\u65f6\u53eb\u5fc3\u7bb1\u73b0\u8c61", 
      "id": "https://www.v2ex.com/t/1196707", 
      "date_published": "2026-03-09T00:13:15+00:00", 
      "content_html": 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LeetCode \u4e3b\u8981\u63d0\u4f9b\u7f16\u7a0b\u9898\u5e93\u548c\u7ed3\u679c\u9a8c\u8bc1\u3002</p>\n<p>\u4e3e\u4e2a\u6211\u778e\u60f3\u7684\u4f8b\u5b50\u3002\u5047\u5982\u7528\u6237\u5173\u6ce8\u4e86\u201c\u89e3\u51b3\u95ee\u9898\u80fd\u529b\u4e3a\u8f83\u5f3a\u201d\u5e76\u4e14\u5c06\u201c\u5927\u4e94\u5916\u503e\u6027\u4e3a\u8f83\u4f4e\u201d\u4e0e\u81ea\u5df1\u5173\u8054\uff0c\u90a3\u4e48\u53ef\u4ee5\u5411\u8fd9\u4e2a\u7528\u6237\u63a8\u8350\u201c\u2018\u5927\u4e94\u5916\u503e\u6027\u4e3a\u8f83\u4f4e\u2019\u5e76\u4e14\u2018\u5b66\u4e60\u4e00\u95e8 LeetCode \u652f\u6301\u7684\u7f16\u7a0b\u8bed\u8a00\u5e76\u5728 LeetCode 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MBTI 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\u5bfc\u81f4 B \uff0cB \u5bfc\u81f4 C 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A \u4e0e\u67d0\u4e2a\u7528\u6237 B \u5173\u8054\u8d77\u6765\u53eb\u505a B \u83b7\u5f97 A \uff0c\u83b7\u5f97\u5f3a\u8c03\u4ece\u65e0\u5230\u6709\u7684\u52a8\u4f5c\u3002</p>\n<h3>\u5177\u6709\u73b0\u8c61</h3>\n<p>\u67d0\u4e2a\u73b0\u8c61 A \u4e0e\u67d0\u4e2a\u7528\u6237 B \u5904\u4e8e\u5173\u8054\u72b6\u6001\u53eb\u505a B \u5177\u6709 A 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95% 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A \u4fe1\u4efb B \uff0cB \u4fe1\u4efb C \uff0c\u90a3\u4e48 A \u6709\u7406\u7531\u4fe1\u4efb C 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20 \u4eba\u3002\u4e0d\u4e00\u4eba\u4e00\u672c\u662f\u8003\u8651\u4e00\u4e2a\u4eba\u770b\u53ef\u80fd\u4f1a\u770b\u6f0f\u4e00\u4e9b\u4fe1\u606f\u3002\u5982\u679c\u4eba\u6570\u66f4\u591a\u7684\u8bdd\uff0c\u751a\u81f3\u53ef\u4ee5\u4e24\u4eba\u5b8c\u6574\u770b\u4e00\u7ae0\uff0c\u8fd9\u6837\u901f\u5ea6\u4f1a\u66f4\u5feb\u3002\u7c7b\u4f3c\u5730\uff0c\u4e00\u7fa4\u97f3\u4e50\u559c\u597d\u7c7b\u4f3c\u7684\u4eba\u4e5f\u53ef\u4ee5\u5206\u5de5\u63a2\u7d22\u65b0\u7684\u6b4c\u624b\u3001\u4f5c\u66f2\u5bb6\u3001\u4e50\u56e2\u7b49\u3002</p>\n<p>\u4f60\u53ef\u80fd\u4f1a\u95ee\u8fd9\u8ddf\u534f\u540c\u8fc7\u6ee4\u6709\u4ec0\u4e48\u533a\u522b\u3002\u9996\u5148\u636e\u8bf4\u6240\u77e5\u534f\u540c\u8fc7\u6ee4\u6570\u636e\u91cf\u5927\u4e86\u4e4b\u540e\u5f88\u6d88\u8017\u8d44\u6e90\uff0c\u597d\u50cf\u53ea\u80fd\u901a\u8fc7 AI 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ID 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Paul Graham \u7684\u300a The Right Kind of Stubborn 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30000 \u73b0\u8c61\u7684\u8bdd\uff0c\u641c\u7d22\u901f\u5ea6\u53cd\u800c\u6bd4\u6bcf\u4e2a\u73b0\u8c61\u7bb1\u5b50\u6709 123 \u4e2a\u73b0\u8c61\u5feb\u3002\u5173\u7cfb\u8868\u5927\u7ea6\u90fd\u662f\u4e00\u4ebf\u884c\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u6d4b\u8bd5\u662f\u5927\u81f4\u5408\u7406\u7684\uff0c\u56e0\u4e3a\u5982\u679c\u771f\u9650\u5236\u6bcf\u4e2a\u73b0\u8c61\u7bb1\u5b50\u6700\u591a 200 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ID \uff0c\u56e0\u73b0\u8c61 ID \uff09\uff0c\u540e\u8005\u7684\u8868\u7ed3\u6784\u4e3a\uff08\u89c4\u5f8b ID \uff0c\u679c\u73b0\u8c61 ID \uff09\u3002\u56e0\u73b0\u8c61 ID \u548c\u679c\u73b0\u8c61 ID \u90fd\u662f\u73b0\u8c61\u8868\u4e2d\u7684\u4e3b\u952e\u3002\u8fd9\u4e48\u5b9e\u73b0\u6211\u6ca1\u53d1\u73b0\u4ec0\u4e48\u95ee\u9898\u3002\u4e0d\u8fc7\u6211\u7684\u7ecf\u9a8c\u5f88\u5c11\uff0c\u6211\u7684\u611f\u89c9\u5f88\u4e0d\u9760\u8c31\u3002\u53ef\u80fd\u76f4\u63a5\u7528\u4e00\u4e2a\u5e26\u6709\u56e0\u8282\u70b9\u548c\u679c\u8282\u70b9\u7684\u5173\u7cfb\u8868\u4e5f\u884c\uff0c\u4e0d\u8fc7\u8fd9\u53ef\u80fd\u9700\u8981\u5c06\u6240\u6709\u73b0\u8c61\u548c\u89c4\u5f8b\u505a\u4e00\u4e2a\u8f6c\u5316\uff0c\u5426\u5219 ID \u5f88\u53ef\u80fd\u4f1a\u51b2\u7a81\uff0c\u6211\u4e0d\u60f3\u4e86\u3002</p>\n<h3>\u95f2\u65f6\u6267\u884c\u8017\u65f6\u641c\u7d22</h3>\n<p>\u767d\u5929\u5982\u679c\u6709\u7528\u6237\u6267\u884c\u7279\u522b\u8017\u65f6\u7684\u64cd\u4f5c\uff0c\u53ef\u80fd\u4f1a\u62d6\u6162\u5176\u4ed6\u7528\u6237\u7684\u8bbf\u95ee\u8bf7\u6c42\u3002\u6240\u4ee5\u5c06\u641c\u7d22\u8bf7\u6c42\u4fdd\u5b58\u4e0b\u6765\uff0c\u665a\u4e0a\u95f2\u65f6\u6267\u884c\uff0c\u7136\u540e\u7b2c\u4e8c\u5929\u518d\u5c55\u793a\u7ed9\u7528\u6237\u53ef\u80fd\u4f1a\u597d\u4e00\u4e9b\u3002</p>\n<p>\u7528\u53e6\u5916\u4e00\u53f0\u670d\u52a1\u5668\u4e0e\u4e3b\u670d\u52a1\u5668\u8fdb\u884c\u6570\u636e\u5e93\u4e3b\u4ece\u540c\u6b65\uff0c\u7136\u540e\u5bf9\u641c\u7d22\u8bf7\u6c42\u8fdb\u884c\u6392\u961f\u4e5f\u662f\u4e2a\u65b9\u6cd5\u3002\u4e0d\u8fc7\u8fd9\u4e2a\u53ef\u80fd\u66f4\u590d\u6742\u3002</p>\n<h3>\u901a\u8fc7\u5206\u79bb\u51fa\u6838\u5fc3\u529f\u80fd\u7f13\u89e3\u5f00\u53d1\u6548\u7387\u4f4e\u7684\u95ee\u9898</h3>\n<p>\u8fd9\u4e2a\u4e5f\u8bb8\u5c31\u73ed\u95e8\u5f04\u65a7\u4e86\u3002\u7531\u4e8e\u6211\u8fd9\u4e2a\u70b9\u5b50\u6709\u5f88\u591a\u95ee\u9898\uff0c\u6240\u4ee5\u9700\u8981\u5f88\u591a\u8f85\u52a9\u624b\u6bb5\u7f13\u89e3\u90a3\u4e9b\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u7684\u60f3\u6cd5\u662f\u6838\u5fc3\u529f\u80fd\u901a\u8fc7\u5199\u5355\u5143\u6d4b\u8bd5\u7b49\u63d0\u9ad8\u53ef\u9760\u6027\u3002\u8fb9\u7f18\u529f\u80fd\u53ef\u4ee5\u9002\u5f53\u654f\u6377\u5f00\u53d1\u751a\u81f3\u6c1b\u56f4\u7f16\u7a0b\u3002\u7279\u522b\u662f\u90a3\u4e9b\u53ea\u8bfb\u7684\u529f\u80fd\u3002\u5f53\u7136\u524d\u63d0\u662f\u505a\u597d\u6743\u9650\u63a7\u5236\u3002</p>\n<h3>\u5fc3\u7bb1\u6570\u636e\u7684\u5b9e\u73b0</h3>\n<p>\u6211\u6253\u7b97\u81ea\u5df1\u505a\u7684\u65f6\u5019\u8ba1\u5212\u7528 PostgreSQL \u7684 jsonb 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\u65f6\u4ee3\u4eba\u5c31\u5e94\u8be5\u8eba\u5e73\u5417\uff1f</h2>\n<p>\u6211\u8bf4\u4e2a\u66b4\u8bba\uff0c\u6211\u89c9\u5f97\u4e00\u90e8\u5206\u4eba\u60f3\u8eba\u5e73\u5c31\u662f\u56e0\u4e3a\u6ca1\u6709\u627e\u5230\u81ea\u5df1\u7684\u70ed\u7231\uff0c\u5982\u679c\u901a\u8fc7\u6211\u8bbe\u60f3\u7684\u8fd9\u4e2a\u4e1c\u897f\u627e\u5230\u4e86\u81ea\u5df1\u7684\u70ed\u7231\u548c\u5bf9\u4ed6\u4eba\u6709\u7528\u7684\u5171\u540c\u70b9\uff0c\u90a3\u4e48\u53ef\u80fd\u5c31\u4e0d\u4f1a\u8eba\u5e73\u4e86\u3002</p>\n<p>\u5f53\u7136\u6211\u8bbe\u60f3\u7684\u8fd9\u4e2a\u4e1c\u897f\u5e94\u8be5\u4e5f\u6ca1\u80fd\u529b\u5feb\u901f\u5c06\u6240\u6709\u4eba\u8eba\u5e73\u7684\u4eba\u90fd\u62c9\u8d77\u6765\uff0c\u4f46\u662f\u80fd\u8ba9\u4e00\u4e9b\u4eba\u5bf9\u751f\u6d3b\u7684\u7684\u6ee1\u610f\u7a0b\u5ea6\u53d8\u9ad8\u5e94\u8be5\u5c31\u5f88\u4e0d\u9519\u4e86\u3002</p>\n<p>\u5173\u4e8e\u5982\u4f55\u63d0\u5347\u4f53\u9a8c\uff0c\u8be6\u89c1\u201c\u6b23\u8d4f\u548c\u7406\u89e3\u67d0\u4e9b\u5185\u5bb9\u53ef\u80fd\u9700\u8981\u8f83\u591a\u524d\u671f\u6295\u5165\u201d\u3002</p>\n<p>\u636e\u8bf4\u4efb\u4f55\u65f6\u4ee3\u613f\u610f\u81ea\u6211\u63d0\u5347\u7684\u4eba\u90fd\u662f\u5c11\u6570\u3002\u6211\u8bbe\u60f3\u7684\u8fd9\u4e2a\u4e1c\u897f\u5982\u4f55\u80fd\u63d0\u9ad8\u8fd9\u79cd\u4eba\u7684\u6bd4\u4f8b\u5e94\u8be5\u4e5f\u4e0d\u9519\u3002</p>\n<h2>\u4e00\u4e9b\u53ef\u80fd\u4e0d\u5229\u4e8e\u8fd9\u4e2a\u4ea7\u54c1\u7684\u4e1c\u897f</h2>\n<p>\u6211\u628a\u6574\u4e2a\u70b9\u5b50\u57fa\u672c\u90fd\u53d1\u5230 Github \u4e0a\u4e86\uff0c\u8fd8\u5728\u4e00\u4e9b\u522b\u7684\u7f51\u7ad9\u53d1\u8fc7\u3002\u5176\u4e2d Github \u5185\u5bb9\u662f\u6700\u591a\u7684\u3002\u4e0d\u8fc7\u4e4b\u524d\u5199\u5f97\u90fd\u5f88\u70c2\uff0c\u81f3\u5c11\u6211\u611f\u89c9\u8fd9\u4e2a\u4ecb\u7ecd\u6587\u6863\u6bd4\u4e4b\u524d\u7684\u5f3a\u591a\u4e86\u3002\u4e4b\u524d\u7684\u6211\u81ea\u5df1\u90fd\u4e0d\u7231\u770b\uff0c\u66f4\u522b\u63d0\u6539\u4e86\uff0c\u6240\u4ee5\u88ab\u4eba\u5173\u6ce8\u548c\u8be6\u7ec6\u770b\u7684\u6982\u7387\u5f88\u53ef\u80fd\u4e0d\u5927\u3002\u8fd9\u4e2a\u6587\u6863\u6211\u770b\u548c\u6539\u90fd\u6bd4\u8f83\u987a\u7545\u3002\u8fd9\u4e2a\u53ef\u80fd\u4f1a\u6709\u5229\u4e8e\u7ade\u4e89\u5bf9\u624b\u3002\u6211\u6015\u6211\u610f\u5916\u6b7b\u6389\u8fd9\u4e2a\u70b9\u5b50\u5c31\u6ca1\u4e86\uff0c\u6240\u4ee5\u5c31\u516c\u5f00\u51fa\u53bb\u4e86\uff0c\u5e0c\u671b\u5c06\u6765\u6709\u4eba\u80fd\u53d1\u73b0\u5e76\u5b9e\u73b0\u3002\u53d1\u51fa\u53bb\u4e4b\u540e\u6211\u7126\u8651\u660e\u663e\u964d\u4f4e\u4e86\u3002\u5982\u679c\u60f3\u8ddf\u6211\u4e00\u8d77\u505a\u7684\u4eba\u5728\u610f\u7684\u8bdd\u6211\u53ef\u4ee5\u5c3d\u91cf\u628a\u80fd\u5220\u7684\u90fd\u5220\u4e86\uff0c\u4e0d\u8fc7\u6709\u4e00\u4e9b\u7f51\u7ad9\u7684\u5185\u5bb9\u57fa\u672c\u65e0\u6cd5\u5220\u9664\u3002</p>\n<p>\u8fd8\u6709\u6211\u53d1\u90a3\u4e9b\u4e1c\u897f\u7684\u8d26\u53f7\u6709\u4e00\u4e9b\u53ef\u80fd\u7b97\u9ed1\u5386\u53f2\u7684\u4e1c\u897f\uff0c\u4e5f\u8bb8\u4f1a\u6709\u70b9\u5f71\u54cd\u8fd9\u4e2a\u4ea7\u54c1\u7684\u540d\u58f0\u3002</p>\n<p>\u6211\u4e0d\u77e5\u9053\u56e0\u4eba\u800c\u5f02\u7684\u89c4\u5f8b\u6709\u591a\u5c11\u3002\u5982\u679c\u56e0\u4eba\u800c\u5f02\u7684\u89c4\u5f8b\u5f88\u5c11\u53ef\u80fd\u6839\u672c\u5c31\u7528\u4e0d\u7740\u5fc3\u7bb1\u73b0\u8c61\u8fd9\u4e48\u590d\u6742\u7684\u4e1c\u897f\u6765\u53d1\u73b0\u548c\u5206\u53d1\u56e0\u4eba\u800c\u5f02\u7684\u89c4\u5f8b\u3002\u79d1\u5b66\u754c\u666e\u904d\u8ffd\u6c42\u666e\u9002\u7684\u89c4\u5f8b\uff0c\u5305\u62ec\u5fc3\u7406\u5b66\uff0c\u76ee\u524d\u7684\u786e\u5b9a\u7684\u56e0\u4eba\u800c\u5f02\u7684\u89c4\u5f8b\u5c11\u53ef\u80fd\u4e3b\u8981\u662f\u56e0\u4e3a\u8fd9\u4e2a\u3002\u4f46\u662f\u56e0\u4efb\u52a1\u7279\u5f81\u800c\u5f02\u7684\u89c4\u5f8b\u597d\u50cf\u6709\u4e00\u4e9b\u3002</p>\n<p>\u5bf9\u81ea\u5df1\u6700\u559c\u6b22\u7684\u524d N \u4e2a\u67d0\u4e2a\u9886\u57df\u7684\u5bf9\u8c61\u8fdb\u884c\u6392\u5e8f\u53ef\u80fd\u5f88\u6d88\u8017\u7cbe\u529b\u3002\u53ef\u80fd N \u6bd4\u8f83\u5c0f\u4f1a\u8f7b\u677e\u4e00\u4e9b\u3002\u4f46\u662f\u8fc7\u5c0f\u7684 N \u53ef\u80fd\u6548\u679c\u4f1a\u66f4\u5dee\u4e00\u4e9b\u3002</p>\n<p>\u5e73\u5747\u6bcf\u4e2a\u4eba\u62e5\u6709\u66f4\u591a\u670b\u53cb\u53ef\u80fd\u5bfc\u81f4\u793e\u4f1a\u4ef7\u503c\u89c2\u6781\u5316\u52a0\u5267\u3002\u76f8\u5173\u8bba\u6587\uff1a\u300a Why more social interactions lead to more polarization in societies \u300b\u3002\u8bba\u6587\u6211\u6ca1\u770b\uff0c\u6211\u770b\u7684\u662f\u4e8c\u624b\u89e3\u8bfb\u3002</p>\n<h2>\u4e3a\u4ec0\u4e48\u4e0d\u81ea\u5df1\u5b9e\u73b0\uff1f</h2>\n<p>\u8fd9\u4e2a\u70b9\u5b50\u6211\u672c\u6765\u662f\u60f3\u81ea\u5df1\u5b9e\u73b0\u7684\uff0c\u4f46\u662f\u56e0\u4e3a\u4e00\u4e9b\u539f\u56e0\u6211\u60f3\u6682\u505c\u4e00\u4e0b\u3002\u4f46\u662f\u6211\u53c8\u6015\u6682\u505c\u4e4b\u540e\u81ea\u5df1\u770b\u4e0d\u5230\u8fd9\u4e2a\u70b9\u5b50\u53d8\u6210\u73b0\u5b9e\u4e86\u3002\u6240\u4ee5\u5c31\u60f3\u516c\u5f00\u8fd9\u4e2a\u70b9\u5b50\u3002\u770b\u522b\u4eba\u80fd\u4e0d\u80fd\u66ff\u6211\u5b9e\u73b0\u4e00\u4e0b\u3002</p>\n<h2>\u63a5\u53d7\u53cd\u9a73</h2>\n<p>\u6211\u81ea\u8ba4\u4e3a\u6211\u813e\u6c14\u5f88\u597d\u3002\u53e6\u5916\u76f8\u6bd4\u5938\u5956\uff0c\u6211\u5bf9\u6211\u6ca1\u53d1\u73b0\u7684\u7f3a\u9677\u548c\u6f0f\u6d1e\u66f4\u611f\u5174\u8da3\u3002\u5982\u679c\u6709\u65f6\u95f4\u3001\u7cbe\u529b\u548c\u610f\u613f\u7b49\u7684\u8bdd\uff0c\u8bf7\u4e0d\u541d\u8d50\u6559\u3002</p>\n<h2>\u7ed3\u8bed</h2>\n<p>\u9996\u5148\u63d0\u4e00\u4e0b\u6211\u4e4b\u524d\u53d1\u8fc7\u7684\u4ecb\u7ecd\u540c\u4e00\u4e2a\u4e1c\u897f\u7684\u6587\u7ae0\uff0c\u90a3\u7bc7\u6587\u7ae0\u53d1\u5728\u8fd9\u91cc\u6548\u679c\u5f88\u4e0d\u7406\u60f3\u3002\u6211\u611f\u89c9\u5f88\u53ef\u80fd\u662f\u56e0\u4e3a\u6211\u4e4b\u524d\u5199\u5f97\u6bd4\u8f83\u70c2\u3002\u4e4b\u524d\u90a3\u7bc7\u6709\u4eba\u8bf4\u6211\u5199\u7684\u65f6\u5019\u53ea\u7ba1\u81ea\u5df1\u8f93\u51fa\u9ad8\u5174\uff0c\u5176\u5b9e\u6211\u5199\u5f97\u633a\u75db\u82e6\u7684\u3002\u8fd9\u7bc7\u4e0d\u4e00\u6837\uff0c\u6211\u786e\u5b9e\u505a\u5230\u81ea\u5df1\u8f93\u51fa\u5f88\u9ad8\u5174\u4e86\u3002\u56e0\u4e3a\u6211\u611f\u89c9\u6211\u609f\u4e86\uff0c\u609f\u51fa\u957f\u6587\u5199\u4f5c\u7684\u8bc0\u7a8d\u4e86\u3002\u5982\u679c\u6709\u4eba\u611f\u89c9\u6211\u8fd9\u7bc7\u6587\u7ae0\u8bfb\u8d77\u6765\u8ddf\u4e4b\u524d\u6bd4\u6709\u8fdb\u6b65\u7684\u8bdd\uff0c\u6211\u4f1a\u5728\u9644\u8a00\u4e2d\u516c\u5f00\u6211\u7684\u65b9\u6cd5\uff0c\u6838\u5fc3\u5c31\u516d\u4e2a\u5b57\u3002\u8981\u662f\u8fd8\u4e0d\u884c\u7684\u8bdd\u6211\u5c31\u4e0d\u8bf4\u4e86\uff0c\u514d\u5f97\u628a\u4eba\u5e26\u6c9f\u91cc\u3002\u5982\u679c\u6709\u4eba\u5bf9\u53ea\u662f\u81ea\u5df1\u5199\u5f97\u55e8\u611f\u5174\u8da3\u7684\u8bdd\u53ef\u4ee5\u5728 Chamber \u8282\u70b9 @ \u6211\u3002\u53ea\u662f\u81ea\u5df1\u5199\u5f97\u55e8\u4e00\u822c\u6765\u8bf4\u53ef\u80fd\u597d\u5904\u4e0d\u5927\uff0c\u751a\u81f3\u53ef\u80fd\u6709\u574f\u5904\uff0c\u6240\u4ee5\u6211\u4e0d\u592a\u60f3\u8ba9\u592a\u591a\u4eba\u7684\u4eba\u77e5\u9053\u3002\u4e4b\u524d\u7684\u5e16\u5b50\uff1a <a href=\"https://www.v2ex.com/t/1012289\" rel=\"nofollow\">https://www.v2ex.com/t/1012289</a> 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      "url": "https://www.v2ex.com/t/1193609", 
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    {
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        "name": "humbleman", 
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      }, 
      "url": "https://www.v2ex.com/t/1192337", 
      "title": "AI \u53ef\u4ee5\u91cd\u62cd\u90a3\u4e9b\u70c2\u5c3e\u7684\u4f5c\u54c1\u4e48\uff1f", 
      "id": "https://www.v2ex.com/t/1192337", 
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        "url": "https://www.v2ex.com/member/IndexOutOfBounds", 
        "name": "IndexOutOfBounds", 
        "avatar": "https://cdn.v2ex.com/gravatar/ec0d7803bdf65eccd0f90e53798d3ce1?s=73&d=retro"
      }, 
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      "date_modified": "2026-02-11T09:30:26+00:00", 
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      "date_published": "2026-02-11T09:30:00+00:00", 
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      "id": "https://www.v2ex.com/t/1192298"
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        "name": "LessWu", 
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      "url": "https://www.v2ex.com/t/1192016", 
      "title": "\u4f60\u8bf4\uff0c\u4f1a\u4e0d\u4f1a\u6709\u4e2a\u8bba\u575b\u662f\u7981\u6b62\u4eba\u7c7b\u53d1\u8a00\u7684\uff0c AI \u5360\u9886\uff1f", 
      "id": "https://www.v2ex.com/t/1192016", 
      "date_published": "2026-02-10T07:45:39+00:00", 
      "content_html": "<p>\u5982\u9898\uff0cAI \u4f1a\u5728\u91cc\u9762\u8ba8\u8bba\u5565\uff1f</p>\n"
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    {
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        "url": "https://www.v2ex.com/member/chengdonghui", 
        "name": "chengdonghui", 
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      "title": "\u5982\u4f55\u57fa\u4e8e llm \u8bbe\u8ba1\u53ef\u8fdb\u5316\u7684\u8f6f\u4ef6\uff1f", 
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        "name": "jefferyJQ", 
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        "name": "wktline", 
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      "url": "https://www.v2ex.com/t/1190852", 
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      "date_published": "2026-02-05T01:32:10+00:00", 
      "title": "\u5982\u679c\u6211\u505a\u4e00\u4e2a\u7c7b\u4f3c V2EX \u7684\u7f51\u7ad9\uff0c\u4e0d\u7528\u7ffb\u5899\u5c31\u53ef\u4ee5\u770b\uff0c\u91cc\u9762\u7684\u5185\u5bb9\u4e0d\u7528\u591a\u4e13\u4e1a\uff0c\u7c7b\u4f3c\u6587\u5b57\u7248\u7684\u6296\u97f3\uff0c\u5927\u5bb6\u89c9\u5f97\u6709\u524d\u9014\u5417", 
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    {
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      "url": "https://www.v2ex.com/t/1190630", 
      "date_modified": "2026-02-04T03:15:22+00:00", 
      "content_html": "<p>\u6709\u6ca1\u6709\u4e00\u6b3e\u8fd9\u6837\u7684\u73b0\u6210\u7684\u5e94\u7528\uff1a</p>\n<ol>\n<li>\u5e38\u9a7b\u670d\u52a1\u5668\u540e\u53f0</li>\n<li>\u6bcf XX \u5206\u949f XX \u79d2\u8bfb\u53d6\u4e00\u6b21\u4e00\u5b9a\u65f6\u95f4\u5185\u7684\u5bf9\u8bdd\u5185\u5bb9</li>\n<li>\u6a21\u578b\u5224\u65ad\u662f\u5426\u4f1a\u8bdd\u5b8c\u7ed3\uff0c\u672a\u5b8c\u7ed3\u5219\u7ee7\u7eed\u8f93\u51fa\u4f1a\u8bdd</li>\n<li>\u6a21\u578b\u5224\u65ad\u662f\u5426\u9700\u8981\u4e3b\u52a8\u53d1\u8d77\u4f1a\u8bdd\uff0c\u9700\u8981\u5219\u53d1\u8d77\u4f1a\u8bdd</li>\n</ol>\n<hr/>\n<p>\u73b0\u5728\u7684\u6a21\u578b\u5e94\u7528\u57fa\u672c\u90fd\u662f\u7531\u4eba\u7c7b\u4e3b\u52a8\u53d1\u8d77\u7684\u5bf9\u8bdd\uff0c\u4e14\u4e00\u95ee\u4e00\u7b54\u7684\u5f62\u5f0f\uff0c\u60f3\u627e\u4e0b\u6709\u6ca1\u6709\u8fd9\u6837\u7684\u73b0\u6210\u5e94\u7528\uff1a</p>\n<p>\u6bd4\u5982\uff1a</p>\n<ol>\n<li>\u6211\u4ea4\u4ee3\u4ed6\u67d0\u4ef6\u4e8b\uff0c\u4ed6\u5c31\u4f1a\u8bb0\u5f55\u5230\u5907\u5fd8\u5f55 todo \uff0c\u7136\u540e\u6bcf\u95f4\u9694\u4e00\u6bb5\u65f6\u95f4\u5224\u65ad\u662f\u5426\u9700\u8981\u63d0\u9192\u6211</li>\n<li>\u6211\u8ddf\u4ed6\u5bf9\u8bdd\uff0c\u53d7\u9650\u4e8e\u957f\u5ea6\u6216\u81ea\u7136\u8bed\u8a00\uff0c\u53ef\u80fd\u4e0d\u4e00\u6b21\u8f93\u51fa\u5b8c\u5168\uff0c\u7136\u540e\u81ea\u884c\u5224\u65ad\u662f\u5426\u4f1a\u8bdd\u7ed3\u675f\u4e86\uff0c\u6ca1\u7ed3\u675f\u6301\u7eed\u8f93\u51fa\uff0c\u8fd9\u4e2a\u9636\u6bb5\u540c\u65f6\u6211\u4e5f\u53ef\u4ee5\u6301\u7eed\u7684\u8ddf\u4ed6\u5bf9\u8bdd\u63d0\u4ea4\u65b0\u5185\u5bb9\u52a0\u5165\u5bf9\u8bdd</li>\n<li>\u6309\u6bcf\u5929\u6216\u6bcf\u5c0f\u65f6\u7684\u5bf9\u8bdd\u5185\u5bb9\u8fdb\u884c\u5224\u65ad\uff0c\u6309\u7167\u4eba\u683c\u8bbe\u7f6e\u662f\u5426\u9700\u8981\u4e3b\u52a8\u53d1\u8d77\u4f1a\u8bdd\uff0c\u5982\u679c\u9700\u8981\u5c31\u4f1a\u4e3b\u52a8\u7ed9\u6211\u53d1\u9001\u6d88\u606f</li>\n</ol>\n<hr/>\n<p>Emmm \uff0c\u60f3\u628a\u89e3\u7981\u540e\u7684\u6a21\u578b\uff0c\u7528\u5728\u2026\u2026</p>\n", 
      "date_published": "2026-02-04T03:09:34+00:00", 
      "title": "\u667a\u80fd\u4f34\u4fa3\u7684\u53ef\u80fd\u6027 -- \u6a21\u578b\u4e3b\u52a8\u6027\u6301\u7eed\u8f93\u51fa", 
      "id": "https://www.v2ex.com/t/1190630"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/rm0gang0rf", 
        "name": "rm0gang0rf", 
        "avatar": "https://cdn.v2ex.com/avatar/27a4/eabd/520160_large.png?m=1768803110"
      }, 
      "url": "https://www.v2ex.com/t/1190508", 
      "title": "\u6709\u6ca1\u6709\u5b9e\u73b0\u624b\u673a\u542c\u97f3\u4e50, \u7535\u8111\u663e\u793a\u540c\u6b65\u6eda\u52a8\u663e\u793a\u6b4c\u8bcd\u7684", 
      "id": "https://www.v2ex.com/t/1190508", 
      "date_published": "2026-02-03T11:52:24+00:00", 
      "content_html": "\u624b\u673a\u5e26\u8033\u673a\u542c\u6b4c, \u5c4f\u5e55\u770b\u6b4c\u8bcd~~"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/isSamle", 
        "name": "isSamle", 
        "avatar": "https://cdn.v2ex.com/avatar/9846/15bf/527523_large.png?m=1610411826"
      }, 
      "url": "https://www.v2ex.com/t/1190075", 
      "date_modified": "2026-02-02T03:54:25+00:00", 
      "content_html": "<p>\u524d\u60c5\u63d0\u8981\uff1a</p>\n<ol>\n<li>\u4ece 25 \u5e74\u5e74\u5934 deepseek \u5e26\u706b\u4e86\u56fd\u5185\u5927\u6a21\u578b\u6c1b\u56f4\u540e\uff0c\u5927\u90e8\u5206\u516c\u53f8\u5c31\u706b\u6025\u706b\u71ce\u7684\u4e0a\u9a6c\u6a21\u578b\u9879\u76ee</li>\n<li>\u7ecf\u8fc7\u4e00\u5e74\u7684\u6a21\u578b\u8fed\u4ee3\u57fa\u672c\u4e0a\u8fdb\u5316\u51fa\u4e86\u5177\u5907\u4e00\u5b9a\u4f7f\u7528\u4ef7\u503c\u7684\u5404\u7c7b\u6a21\u578b</li>\n<li>\u4ece\u6a21\u578b\u8bad\u7ec3\u5230\u6a21\u578b\u843d\u5730\uff0c\u5404\u79cd\u5de5\u4f5c\u6d41\u914d\u7f6e\u3001\u77e5\u8bc6\u5e93\u3001\u667a\u80fd\u4f53\u3001\u81ea\u52a8\u5199\u4ee3\u7801\u7b49\u7b49\u7b49\u2026\u2026</li>\n<li>\u8fd1\u6bb5\u65f6\u95f4\u53d1\u5e03\u7684 Agent \u6253\u901a\u963f\u91cc\u7cfb\u5e94\u7528\uff0c\u5927\u9f99\u867e Clawdbot \uff0c\u8ba9 AI \u5e2e\u4f60\u64cd\u4f5c XXX\u2026\u2026</li>\n</ol>\n<p>\u4e2a\u4eba\u611f\u53d7\uff1a\n\u7ed3\u5408\u5de5\u4f5c\u4e2d\u9047\u5230\u7684\u60c5\u51b5\uff0c\u611f\u89c9\u73b0\u5728\u7684\u53d1\u5c55\u6a21\u5f0f\u4e0d\u592a\u5f97\u52b2\uff0c\u73b0\u5728\u76f8\u5f53\u4e8e\u8ba9 AI \u53bb\u5206\u6790\u81ea\u7136\u8bed\u8a00\uff0c\u7136\u540e\u501f\u7528\u5404\u79cd\u5de5\u5177\u63a5\u53e3\uff0c\u53bb\u5b9e\u73b0\u5404\u79cd\u529f\u80fd\uff0cAgent \u548c\u7cfb\u7edf\u662f\u5206\u5f00\u7684\u3002</p>\n<p>\u4e2a\u4eba\u60f3\u6cd5\uff1a\n\u6709\u4e00\u4e2a All-In-One \u7684\u60f3\u6cd5\uff0c\u4e2a\u4eba\u89c9\u5f97\u5173\u952e\u6280\u672f\u5e94\u8be5\u662f\u201c\u6a21\u578b\u8bb0\u5fc6\u201d\uff0c\u6211\u4eec\u5bf9\u7cfb\u7edf\u7684\u4f7f\u7528\u5176\u5b9e\u662f\u5bf9\u6570\u636e\u4e00\u7cfb\u5217\u7684\u589e\u5220\u6539\u67e5\uff0c\u5305\u62ec\u73b0\u5728\u4e2a\u4eba\u80fd\u63a5\u89e6\u5230\u7684 Agent \u7684\u6a21\u5f0f\uff0c\u4e5f\u9003\u4e0d\u8fc7\u8c03\u7528\u63a5\u53e3\u3001MCP \u3001Skills \u53bb\u5b9e\u73b0\u5bf9\u5916\u90e8\u6570\u636e\u7684\u589e\u5220\u6539\u67e5\uff1b\u53e6\u4e00\u9762\uff0c\u4eba\u7c7b\u8bbe\u8ba1\u7cfb\u7edf\u3001\u4eba\u7c7b\u8bb0\u5fc6\u3001\u5b66\u4e60\u3001\u6539\u53d8\u8ba4\u77e5\u3001\u638c\u63e1\u6280\u80fd\u3001\u8f93\u51fa\u77e5\u8bc6\u7b49\u4e00\u7cfb\u5217\u8fc7\u7a0b\uff0c\u4e5f\u662f\u8111\u4e2d\u6570\u636e\u7684\u589e\u5220\u6539\u67e5\u3002</p>\n<p>\u6838\u5fc3\u91cd\u70b9\uff1a\n<strong>\u89e3\u51b3\u5173\u952e\u6280\u672f\uff1a\u201c\u6a21\u578b\u8bb0\u5fc6\u201d</strong>\uff0c\u53ef\u80fd\u4ee5\u4e00\u4e2a\u63a5\u53e3\u5206\u53d1\u7f51\u5173\u7684\u5f62\u5f0f\u5448\u73b0\uff1a\n\u4e3b\u8981\u89e3\u51b3\u4e24\u4e2a\u96be\u9898\uff1a1. <strong>\u65e0\u5e8f\u8f93\u5165\u7684\u6709\u5e8f\u5b58\u50a8</strong> \u30012. <strong>\u6709\u5e8f\u5b58\u50a8\u7684\u65e0\u9650\u5f52\u7eb3</strong></p>\n<ol>\n<li>\u5f53\u8bf7\u6c42\u6a21\u578b\u63a5\u53e3\u7684\u65f6\u5019\uff0c\u9996\u5148\u8bc6\u522b\u7528\u6237\u8eab\u4efd\uff0c\u8fd9\u51b3\u5b9a\u4e86\u540e\u7eed\u6570\u636e\u5b58\u50a8\u7684\u5bf9\u5e94\u57df\uff1b</li>\n<li>\u901a\u8fc7\u5206\u7247\u3001\u5d4c\u5165\u6a21\u578b\u3001\u5927\u6a21\u578b\u89e3\u6790\u7684\u65b9\u6cd5\uff0c\u5bf9\u4f20\u5165\u7684\u65e0\u5e8f\u5185\u5bb9\u8fdb\u884c\u89e3\u6784\uff1b</li>\n<li>\u5c06\u89e3\u6784\u540e\u7684\u5185\u5bb9\uff0c\u5728\u8bb0\u5fc6\u4e2d\u505a\u4e00\u5b9a\u7684\u68c0\u7d22\uff0c\u7136\u540e\u6574\u5408\u4e3a\u65b0\u7684\u5185\u5bb9\uff1b</li>\n<li>\u901a\u8fc7\u8bed\u5883\u548c\u914d\u7f6e\u5206\u6790\u662f\u5426\u5916\u90e8\u68c0\u7d22\uff0c\u8c03\u7528\u4f20\u7edf\u7684\u63a5\u53e3\u3001MCP \u3001Skill \uff1b</li>\n<li>\u6700\u540e\u5bf9\u6240\u6709\u7684\u5185\u5bb9\u8fdb\u884c\u6574\u5408\u8f93\u51fa\uff0c\u5e76\u91cd\u65b0\u5206\u7247\u89e3\u6784\uff0c\u5b58\u5165\u8bb0\u5fc6\uff1b</li>\n</ol>\n<p>\u4f8b\u5982\uff1a\nuser: \u4eca\u5929 XX \u5929\u6c14\u600e\u4e48\u6837\uff1f\nsystem\uff1a\u7528\u6237\u662f xxx \uff0c\u6807\u8bb0\u6570\u636e\u5173\u8054 xxx \uff1b\nsystem: \u5206\u7247:\u4eca\u5929\u3001XX \u3001\u5929\u6c14\uff1b\nmemory\uff1a\u68c0\u7d22\u5230\u4eca\u5929\u5173\u8054\u6570\u636e\u3001XX \u5173\u8054\u6570\u636e\u3001xxx \u5173\u8054\u6570\u636e\u3001\u5929\u6c14\u5173\u8054\u6570\u636e\uff1b\nsystem\uff1a\u5206\u6790\u6709\u83b7\u53d6\u5f53\u524d\u65e5\u671f\u7684\u9700\u8981\u3001\u5206\u6790\u6709\u8c03\u7528\u5929\u6c14\u63a5\u53e3\u7684\u9700\u8981\uff1b\nai: \u83b7\u53d6\u65e5\u671f\u3001\u83b7\u53d6\u5929\u6c14\uff1b\nai: \u6574\u7406\u5185\u5bb9\uff0c\u8f93\u51fa\u56de\u590d\u7ed3\u679c\uff1b\nsystem: \u5bf9\u5bf9\u8bdd\u8fdb\u884c\u5207\u7247\uff0c\u8bb0\u5fc6\uff1a\u67d0\u5e74\u67d0\u6708\u67d0\u65e5\u67d0\u5730\u67d0\u4eba\u95ee\u8fc7\u67d0\u95ee\u9898\u56de\u8fc7\u67d0\u56de\u590d\uff1b</p>\n<p>\u8bb0\u5fc6\u7684\u6a21\u5f0f\uff1aai \u5f52\u7c7b--\u76f8\u5173\u65e5\u671f--\u76f8\u5173\u4eba--\u76f8\u5173\u5730\u70b9--\u76f8\u5173\u5143\u7d20--</p>\n<p>\u7ecf\u8fc7\u5bf9 AI \u7684\u8c03\u6559\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u4ed6\u4eec\u7684\u8bb0\u5fc6\u91cc\u5b58\u50a8 N \u4e2a N \u7ef4\u4e14\u76f8\u5173\u8d28\u68c0\u6709\u5173\u8054\u7684\u8868\u5355\uff08\u5b9e\u9645\u4e0d\u4ee5\u5e38\u89c4\u8868\u5355\u5448\u73b0\uff0c\u4f46\u662f\u901a\u8fc7\u8bb0\u5fc6\u7684\u6709\u5e8f\u62bd\u53d6\u53ef\u4ee5\u6784\u6210\u4e00\u4e2a\u8868\u5355\uff0c\u5c31\u7c7b\u4f3c\u4e8e\u4f60\u95ee XX \u73ed\u8bed\u6587\u6210\u7ee9\uff0c\u7136\u540e\u56de\u5e94\u5c31\u662f\uff0c\u5f20\u4e09 90 \u5206\uff0c\u674e\u56db 100 \u5206\u2026\u8fd9\u6837\u7684\u6709\u5e8f\u7c7b\u8868\u7ed3\u6784\uff09\uff0c\u8fd9\u4e2a\u65f6\u5019<strong>\u5c31\u4e0d\u9700\u8981\u5404\u79cd\u5404\u6837\u7684\u7cfb\u7edf\u4e86\uff0cAI \u5373\u662f\u7cfb\u7edf\u3001AI \u5373\u662f\u4e07\u7269</strong></p>\n<pre><code class=\"language-mermaid\">flowchart TD\n    A[\"\u62e6\u622a\u6a21\u578b\u8c03\u7528\"] --&gt; B[\"\u89e3\u6790\u8bf7\u6c42\u5185\u5bb9\"]\n    B --&gt; C[\"\u5728\u5411\u91cf\u6570\u636e\u5e93\u67e5\u8bb0\u5fc6\"]\n    C --&gt; D[\"\u643a\u5e26\u8bb0\u5fc6\u8fdb\u884c\u6574\u5408\"]\n    D --&gt; E{\"\u9700\u8981\u5916\u90e8\u68c0\u7d22\uff1f\"}\n    E -- \"\u662f\" --&gt; F1[\"\u6784\u9020\u68c0\u7d22\u5173\u952e\u8bcd\"]\n    F1 --&gt; F2[\"\u6267\u884c\u5916\u90e8\u68c0\u7d22\uff08\u77e5\u8bc6\u5e93/\u8054\u7f51\uff09\"]\n    F2 --&gt; F3[\"\u83b7\u53d6\u68c0\u7d22\u7ed3\u679c\"]\n    F3 --&gt; F4[\"\u6574\u5408 \u8bf7\u6c42\u5185\u5bb9 + \u8bb0\u5fc6 + \u68c0\u7d22\u7ed3\u679c\"]\n    E -- \"\u5426\" --&gt; F4\n    F4 --&gt; G[\"\u6309\u7528\u6237\u9700\u8981\u7684\u5f62\u5f0f\u8fd4\u56de\u54cd\u5e94\"]\n    G --&gt; H[\"\u5c06\u8fc7\u7a0b\u4e2d\u7684\u5185\u5bb9\u5199\u5165\u5411\u91cf\u6570\u636e\u5e93\u8bb0\u5fc6\"]\n</code></pre>\n<hr/>\n<p>\u770b\u4e0b\u8fc7\u5e74\u671f\u95f4\u6709\u6ca1\u6709\u7a7a\u641e\u4e2a Demo \u51fa\u6765\uff0c\u6709\u611f\u5174\u8da3\u4e00\u8d77\u641e\u7684\u5417</p>\n", 
      "date_published": "2026-02-02T03:53:17+00:00", 
      "title": "\u76ee\u524d\u7684 Agent \u662f\u4e0d\u662f\u7687\u5e1d\u7684\u91d1\u9504\u5934\uff1f", 
      "id": "https://www.v2ex.com/t/1190075"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/axb", 
        "name": "axb", 
        "avatar": "https://cdn.v2ex.com/avatar/9946/8002/55171_large.png?m=1769929246"
      }, 
      "url": "https://www.v2ex.com/t/1189909", 
      "title": "\u505a\u4e86\u4e2a\u8ddf Clawdbot \u5dee\u4e0d\u591a\u7684\u9879\u76ee\uff0c\u73b0\u5728\u6211\u5f88\u56f0\u60d1\u2026\u2026", 
      "id": "https://www.v2ex.com/t/1189909", 
      "date_published": "2026-02-01T07:11:38+00:00", 
      "content_html": "<p>\u4e4b\u524d\u4e5f\u5728\u8bba\u575b\u91cc\u53d1\u8fc7\uff0c\u6211\u4eec\u6700\u8fd1\u505a\u4e86\u4e2a\u5f00\u6e90\u7684 AI \u9879\u76ee Wegent( <a href=\"https://github.com/wecode-ai/wegent)%EF%BC%8C%E6%9C%80%E6%97%A9%E6%98%AF%E6%97%A0\" rel=\"nofollow\">https://github.com/wecode-ai/wegent)\uff0c\u6700\u65e9\u662f\u65e0</a> IDE \u7f16\u7801\uff0c\u540e\u6765\u9010\u6e10\u52a0\u4e86\u5f88\u591a\u529f\u80fd\uff0c\u73b0\u5728 AI \u5bf9\u8bdd\uff0c\u7f16\u7801\uff0c\u5b9a\u65f6\u4efb\u52a1\uff0c\u77e5\u8bc6\u5e93\uff0cskill \u4e4b\u7c7b\u7684\u529f\u80fd\u4e5f\u90fd\u652f\u6301\u4e86\u3002</p>\n<p>\u6700\u8fd1\u53c8\u7ed9\u9879\u76ee\u52a0\u4e0a\u4e86\u7c7b\u4f3c clawdbot \u7684\u8fde\u63a5\u672c\u5730\u6216\u8005\u8fdc\u7a0b\u7535\u8111\uff0c\u8fd8\u6709\u8ddf IM \u6253\u901a\u7684\u529f\u80fd\uff0c\u6211\u81ea\u5df1\u8bd5\u7528\u4e86\u4e86\u51e0\u5929\uff0c\u529f\u80fd\u662f\u53ef\u7528\u7684\uff0c\u4f46\u662f\u6ca1\u611f\u89c9\u6709\u4ec0\u4e48\u7279\u522b\u5408\u9002\u7684\u573a\u666f\u9002\u5408\u4e13\u95e8\u5f00\u7740\u4e2a\u4e2a\u4eba\u7535\u8111\uff0c\u7136\u540e\u8fdc\u7a0b\u64cd\u4f5c AI \u6765\u6267\u884c\u4efb\u52a1\u2026\u2026</p>\n<p>\u4e5f\u770b\u4e86\u4e00\u4e9b\u4eba\u5199\u7684 Clawdbot \u5b9e\u8df5\uff0c\u611f\u89c9\u81f3\u5c11\u6211\u770b\u5230\u7684\u90fd\u53ef\u4ee5\u7528\u672c\u5730\u7684 cc \uff0c\u6216\u8005\u7eaf\u8fdc\u7a0b\u7684 ai \u670d\u52a1\u6765\u5b9e\u73b0\u2026\u2026\u5927\u5bb6\u6709\u4ec0\u4e48\u5b9e\u9645\u7528\u4e0a clawdbot \u505a\u4e3a\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u6216\u8005\u4e2a\u4eba\u52a9\u624b\u7684\u573a\u666f\u5417\uff1f\u6211\u60f3\u770b\u770b\u540e\u7eed Wegent \u6709\u6ca1\u6709\u53ef\u4ee5\u5177\u4f53\u5b8c\u5584\u7684\u573a\u666f\uff0c\u5982\u679c\u5bf9 Wegent \u6709\u5efa\u8bae\u6216\u8005\u95ee\u9898\u53cd\u9988\uff0c\u90a3\u5c31\u6700\u597d\u4e86\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hanguofu", 
        "name": "hanguofu", 
        "avatar": "https://cdn.v2ex.com/gravatar/108099cd4cea8dd2f44cffc10e0ae2b9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1189854", 
      "title": "\u4e3a\u5565 \u98de\u725b\u4e0d\u80fd\u5728 fnconnect \u5bf9\u7528\u6237\u7684\u8d26\u53f7\u548c\u5bc6\u7801\u8fdb\u884c\u9274\u6743\uff1f", 
      "id": "https://www.v2ex.com/t/1189854", 
      "date_published": "2026-02-01T02:44:38+00:00", 
      "content_html": "\u4e3a\u5565 \u98de\u725b\u4e0d\u80fd\u5728  fnconnect \u5bf9\u7528\u6237\u7684\u8d26\u53f7\u548c\u5bc6\u7801\u8fdb\u884c\u9274\u6743\uff0c\u5982\u679c\u8d85\u8fc7\u4e00\u5b9a\u7684\u9519\u8bef\u6b21\u6570\uff0c\u5c31\u6682\u505c\u8fd9\u4e2a\u8d26\u53f7\u7684\u8bbf\u95ee\u4e00\u5b9a\u7684\u65f6\u95f4 \uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/donaldliang6", 
        "name": "donaldliang6", 
        "avatar": "https://cdn.v2ex.com/gravatar/5f965fbb33eee6af3e88fa5b33a17a38?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1189773", 
      "title": "\u8fd9\u4e2a\u76d1\u63a7\u9879\u76ee\u65b9\u6848\u662f\u5426\u53ef\u884c\uff0c\u5927\u5bb6\u6765\u70b9\u8bc4\u4e00\u4e0b", 
      "id": "https://www.v2ex.com/t/1189773", 
      "date_published": "2026-01-31T11:05:46+00:00", 
      "content_html": "<h1>\u60f3\u6cd5</h1>\n<p>\u4f7f\u7528\u8001\u65e7\u7b14\u8bb0\u672c\u7535\u8111\u4f7f\u7528 Docker \u8fd0\u884c Frigate NVR\u2122\u7a0b\u5e8f\u6765\u5b9e\u73b0\u76d1\u63a7\u9879\u76ee\u5e76\u501f\u52a9 Rclone \u5b9e\u73b0\u5b9a\u671f\u4e0a\u4f20\u81f3 115 \u7f51\u76d8</p>\n<p>\u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u57fa\u672c\u4e0a\u662f\u76f4\u63a5\u88ab\u5382\u5546\u5b9a\u5236\u5316\u7ed1\u5b9a\uff0c\u5c24\u5176\u662f\u63d0\u4f9b\u7f51\u7edc\u6444\u50cf\u5934\u7684\u5404\u79cd\u65b9\u6848</p>\n<p>\u7f51\u76d8\u7684\u529f\u80fd\u8d8a\u6765\u8d8a\u5f3a\u5927\uff0c\u4e14\u652f\u6301 api \u8c03\u7528\u53ca rclone \u6302\u8f7d</p>\n<p>\u5f88\u591a\u7f51\u76d8\u52a8\u4e0d\u52a8\u5c31\u662f\u9001\u51e0 T \u7a7a\u95f4</p>\n<p>\u8fd9\u4e9b\u7f51\u76d8\u57fa\u672c\u90fd\u5bf9\u89c6\u9891\u5728\u7ebf\u9884\u89c8\u6709\u5f88\u597d\u7684\u652f\u6301</p>\n<p>\u76d1\u63a7\u5f55\u50cf\u4fdd\u5b58\u7684\u903b\u8f91\u57fa\u672c\u4e0a\u4e5f\u662f\u6309\u7167\u5929\u7684\u5f62\u5f0f\u4fdd\u5b58</p>\n<p>\u90a3\u4e48\u53ea\u8981\u81ea\u52a8\u5316\u7684\u5c06\u76d1\u63a7\u6587\u4ef6\u5185\u5bb9\u4e0a\u4f20\u5230\u7f51\u76d8\uff0c\u5728\u9700\u8981\u67e5\u76d1\u63a7\u7684\u65f6\u5019\u5373\u53ef\u76f4\u63a5\u6253\u5f00\u7f51\u76d8\u5728\u7ebf\u64ad\u653e\uff0c\u5e76\u4e14\u7406\u8bba\u4e0a\u6570\u636e\u4e22\u5931\u98ce\u9669\u5f88\u4f4e</p>\n<p>\u60f3\u5b9e\u65f6\u770b\u76d1\u63a7\u7684\u8bdd\uff0c\u5728\u5185\u7f51\u4e2d\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u9875\u9762\u89c2\u770b</p>\n<p>\u5728\u5916\u7f51\u7684\u8bdd\u4e5f\u6709\u5f88\u591a\u89e3\u51b3\u65b9\u6848\uff0cfrp \uff1f</p>\n<p>\u8fd9\u6837\u4f3c\u4e4e\u6709\u4e00\u4e2a\u5de8\u5927\u7684\u7f3a\u70b9\u5c31\u662f\u5403\u4e0a\u4f20</p>\n<p>\u7c97\u7565\u8ba1\u7b97\u4e00\u4e0b 24 \u5c0f\u65f6\u4e0b\u5404\u4e2a\u8d28\u91cf\u4e0b\u7684\u5b58\u50a8\u5360\u7528</p>\n<table>\n<thead>\n<tr>\n<th>\u753b\u9762\u8d28\u91cf</th>\n<th>\u5355\u8def\u7801\u7387</th>\n<th>5 \u8def\u603b\u8ba1\u7801\u7387</th>\n<th>24 \u5c0f\u65f6\u603b\u6570\u636e\u91cf</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1080P (2MP)</td>\n<td>2Mbps</td>\n<td>10Mbps</td>\n<td>\u7ea6 105 GB</td>\n</tr>\n<tr>\n<td>2K (4MP)</td>\n<td>4Mbps</td>\n<td>20Mbps</td>\n<td>\u7ea6 211 GB</td>\n</tr>\n<tr>\n<td>4K (8MP)</td>\n<td>8Mbps</td>\n<td>40Mbps</td>\n<td>\u7ea6 422 GB</td>\n</tr>\n</tbody></table><p>\u6211\u6765\u628a\u4e00\u5929\u5212\u6210\u5de5\u4f5c\u65f6\u95f4\u548c\u4f11\u606f\u65f6\u95f4\n\u5de5\u4f5c\u65f6\u95f4\uff1a8:00 --- 22:00 \u5171\u8ba1 14 \u5c0f\u65f6\n\u4f11\u606f\u65f6\u95f4\uff1a22:00 --- 8:00 \u5171\u8ba1 10 \u5c0f\u65f6</p>\n<p>\u4e00\u822c\u5bb6\u5ead\u5bbd\u5e26\u7684\u4e0a\u4f20\u62ff 30M \u6765\u8ba1\u7b97\n\u5de5\u4f5c\u65f6\u95f4\u6211\u4eec\u5c06\u4e0a\u4f20\u9650\u901f 15M \uff0c\u4f11\u606f\u65f6\u95f4\u6ee1\u901f</p>\n<p>\u5de5\u4f5c\u65f6\u95f4\u7406\u8bba\u53ef\u4e0a\u4f20\uff1a96.26G\n\u4f11\u606f\u65f6\u95f4\u7406\u8bba\u8bfe\u4e0a\u4f20\uff1a131.8G\n\u7406\u8bba\u72b6\u6001\u4e0b\u4e0a\u4f20\u603b\u91cf\uff1a224.06G\n<img alt=\"image\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://image.nimama.de/cnmbie/2026/01/31/43964b41296f9a9dccede0dca1926d22.png\"/></p>\n<p>\u5bf9\u4e8e 8MP \u7684\u8bdd\u90a3\u662f\u8fdc\u8fdc\u4e0d\u591f\u4e86\uff0c5 \u8def\u8ba1\u7b97\u5168 4MP \u521a\u521a\u597d\uff0c\u4f46\u662f\u53ef\u4ee5\u91cd\u70b9\u533a\u57df 4MP \uff0c\u975e\u91cd\u70b9\u533a\u57df 2MP</p>\n<p>\u4f46\u662f\u65f6\u95f4\u957f\u4e86\u8fd0\u8425\u5546\u6cbb\u4e0d\u6cbb\u90a3\u5c31\u4e0d\u597d\u8bf4\u4e86</p>\n<h1>\u4f9d\u8d56\u9879\u76ee</h1>\n<h2>\u9879\u76ee\u5730\u5740</h2>\n<p><a href=\"https://github.com/blakeblackshear/frigate\" rel=\"nofollow\">https://github.com/blakeblackshear/frigate</a></p>\n<h2>\u5b98\u7f51</h2>\n<p><a href=\"https://frigate.video/\" rel=\"nofollow\">https://frigate.video/</a></p>\n<h1>\u601d\u8def</h1>\n<p>\u65e7\u7b14\u8bb0\u672c\u662f\u8054\u60f3\u5c0f\u65b0 Air15</p>\n<blockquote>\n<p>\u65e7\u7535\u8111\u4fe1\u606f\uff1a</p>\n</blockquote>\n<blockquote>\n<p>\u4e3b\u677f\uff1aManufacturer: LENOVO Product: INVALID</p>\n</blockquote>\n<blockquote>\n<p>\u5904\u7406\u5668\uff1a11th Gen Intel(R) Core(TM) i5-1155G7 @ 2.50GHz</p>\n</blockquote>\n<blockquote>\n<p>\u603b\u5185\u5b58\uff1a16167 MB</p>\n<p>\u663e\u5361\uff1aIntel(R) Iris(R) Xe Graphics | GameViewer Virtual Display Adapter</p>\n</blockquote>\n<p>\u5237\u5165\u4e3b\u6d41\u6d41\u884c Linux \u53d1\u884c\u7248\u672c Debian\n\u5b89\u88c5\u5fc5\u8981\u73af\u5883\u4e0e Docker\n\u914d\u7f6e rclone\n.......</p>\n<h1>\u9700\u8981\u51c6\u5907\u7684\u6750\u6599</h1>\n<p><img alt=\"image\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://image.nimama.de/cnmbie/2026/01/31/6ed3102a46bd14cbf85dfb410d537398.png\"/></p>\n<h1>\u5907\u5fd8\u5f55</h1>\n<h2>\u7981\u6b62\u5408\u76d6\u4f11\u7720</h2>\n<p>\u7f16\u8f91\u6587\u4ef6\uff1a</p>\n<pre><code>sudo nano /etc/systemd/logind.conf\n</code></pre>\n<p>\u627e\u5230\u5e76\u4fee\u6539\u8fd9\u4e24\u884c\uff1a</p>\n<pre><code>HandleLidSwitch=ignore\n\nLidSwitchIgnoreInhibited=no\n</code></pre>\n<p>\u91cd\u542f\u670d\u52a1\uff1a</p>\n<pre><code>sudo systemctl restart systemd-logind\n</code></pre>\n<h2>\u5f00\u542f\u7535\u6c60\u4fdd\u62a4</h2>\n<p>\u957f\u5e74\u63d2\u7535\u8fd0\u884c\uff0c\u7535\u6c60\u5bb9\u6613\u9f13\u5305\u3002\u8054\u60f3 Ideapad \u7cfb\u5217\uff08\u5305\u62ec\u5c0f\u65b0\uff09\u5728 Linux \u4e0b\u652f\u6301\u56fa\u5b9a\u5728 60% \u7535\u91cf\uff1a</p>\n<pre><code>echo 1 | sudo tee /sys/bus/platform/drivers/ideapad_acpi/VPC2004:00/conservation_mode\n</code></pre>\n<p>\u6ce8\uff1a\u8def\u5f84\u53ef\u80fd\u56e0\u5185\u6838\u7248\u672c\u7565\u6709\u5dee\u5f02\uff0c\u53ef\u4ee5\u901a\u8fc7 </p>\n<pre><code>find /sys -name \"conservation_mode\"\n</code></pre>\n<p>\u67e5\u627e\u5177\u4f53\u4f4d\u7f6e\u3002</p>\n<h3>HDD \u5916\u90e8\u786c\u76d8\u7684\u957f\u6548\u6302\u8f7d</h3>\n<p>\u83b7\u53d6 UUID\uff1a\u6267\u884c <code>sudo blkid</code> \u627e\u5230\u4f60\u7684 HDD \u786c\u76d8 UUID \u3002</p>\n<p>\u4fee\u6539 fstab\uff1a\n\u7f16\u8f91\n<code>/etc/etc/fstab</code></p>\n<p>\u6dfb\u52a0\u5982\u4e0b\u884c\uff1a</p>\n<pre><code>UUID=\u4f60\u7684 UUID /mnt/cctv ext4 defaults,nofail,noatime 0 2\n</code></pre>\n<p>nofail \u53c2\u6570\u975e\u5e38\u5173\u952e\uff1a\u4e07\u4e00\u786c\u76d8\u76d2\u6ca1\u4e0a\u7535\uff0c\u7cfb\u7edf\u4f9d\u7136\u80fd\u6b63\u5e38\u542f\u52a8\uff0c\u4e0d\u4f1a\u5361\u5728\u542f\u52a8\u754c\u9762\u3002</p>\n<h2>Frigate \u6838\u5fc3\u914d\u7f6e</h2>\n<p>\u5728 docker-compose.yml \u4e2d\u5206\u914d\u663e\u5361\u6743\u9650\uff1a</p>\n<pre><code>devices:\n  - /dev/dri/renderD128:/dev/dri/renderD128 # \u6620\u5c04 Intel \u6838\u663e\n</code></pre>\n<p>\u5728 frigate.yml \u4e2d\u4f18\u5316\u68c0\u6d4b\uff1a</p>\n<pre><code>ffmpeg:\n  hwaccel_args: preset-intel-qsv-h264 # 4 \u8def\u9ad8\u6e05\u89e3\u7801\u6beb\u65e0\u538b\u529b\n\ndetectors:\n  ov:\n    type: openvino\n    device: GPU # \u5229\u7528 Iris Xe \u7684 80 \u4e2a\u6267\u884c\u5355\u5143\u8fdb\u884c AI \u63a8\u7406\n</code></pre>\n<h2>\u9519\u5cf0\u4e0a\u4f20\u65b9\u6848\uff1aRclone \u52a8\u6001\u9650\u901f\u811a\u672c\u903b\u8f91</h2>\n<p>\u9488\u5bf9\u201c\u4eca\u5929\u4f20\u524d\u5929\u3001\u767d\u5929\u9650\u901f\u3001\u665a\u4e0a\u5168\u901f\u201d\u7684\u6784\u60f3\uff0c\u5efa\u8bae\u5728 Debian \u4e2d\u4f7f\u7528 Systemd Timer \u914d\u5408 Rclone\uff1a\n\u9650\u901f\u914d\u7f6e\uff1a\u5229\u7528 Rclone \u5185\u7f6e\u7684 --bwlimit \u53c2\u6570\u5b9e\u73b0\u65f6\u6bb5\u63a7\u5236\u3002\n\u903b\u8f91\u793a\u4f8b</p>\n<pre><code># \u767d\u5929 06:00 \u5230 23:00 \u9650\u901f 1.5M (12Mbps \u5de6\u53f3)\n# \u665a\u4e0a 23:00 \u5230 06:00 \u4e0d\u9650\u901f (off)\nrclone move /mnt/hdd/archive remote:backup \\\n  --min-age 2d \\\n  --bwlimit \"06:00,1.5M 23:00,off\" \\\n  --delete-empty-src-dirs\n</code></pre>\n<h2>\u5728 Frigate \u4e2d\u628a\u201cUSB \u62fe\u97f3\u5668\u201d\u548c\u201c\u6444\u50cf\u5934\u201d\u7ed3\u5408</h2>\n<p>Frigate \u5185\u7f6e\u7684 go2rtc \u6a21\u5757\u53ef\u4ee5\u50cf\u201c\u642d\u79ef\u6728\u201d\u4e00\u6837\u5408\u5e76\u97f3\u89c6\u9891\u6d41\u3002\n\u914d\u7f6e\u903b\u8f91\u53c2\u8003 (frigate.yml)\uff1a</p>\n<pre><code>go2rtc:\n  streams:\n    counter_full_stream:\n      - rtsp://admin:password@192.168.1.10/h265/main  # \u6444\u50cf\u5934\u7684\u89c6\u9891\n      - ffmpeg:device?audio=hw:CARD=Device,DEV=0      # \u4f60\u7684 USB \u62fe\u97f3\u5668\u97f3\u9891\n</code></pre>\n<p>\u6548\u679c\uff1aFrigate \u4f1a\u5b9e\u65f6\u5c06\u8fd9\u4e24\u4e2a\u4e0d\u540c\u6765\u6e90\u7684\u6d41\u538b\u5728\u4e00\u8d77\uff0c\u751f\u6210\u4e00\u4e2a\u5e26\u9ad8\u6e05\u97f3\u9891\u7684\u5f55\u50cf\u6587\u4ef6\uff0c\u5b58\u5165 HDD \u786c\u76d8\u3002</p>\n<h1>\u62d3\u6251\u7ed3\u6784</h1>\n<h2>\u7269\u7406\u5c42</h2>\n<h3>\u7535\u529b\u4f9b\u5e94\u5c42</h3>\n<ul>\n<li>\u5899\u4e0a\u63d2\u5ea7 --&gt; \u539f\u88c5 65W \u5145\u7535\u5668 --&gt; \u62d3\u5c55\u575e PD \u53e3 (100W \u652f\u6301) --&gt; \u7b14\u8bb0\u672c USB-C</li>\n<li>\u5899\u4e0a\u63d2\u5ea7 --&gt; \u7eff\u8054\u786c\u76d8\u76d2\u7535\u6e90\u9002\u914d\u5668 (12V) --&gt; \u786c\u76d8\u76d2</li>\n<li>\u5899\u4e0a\u63d2\u5ea7 --&gt; TP-LINK \u4ea4\u6362\u673a\u7535\u6e90 --&gt; \u4ea4\u6362\u673a</li>\n</ul>\n<h3>\u7f51\u7edc\u6570\u636e\u5c42</h3>\n<ul>\n<li>5 \u8def IP \u6444\u50cf\u5934 --&gt; Cat6 \u7c7b\u7f51\u7ebf --&gt; TP-LINK SG2210LPF (PoE \u4f9b\u7535\u53e3 1-8)</li>\n<li>TP-LINK \u4ea4\u6362\u673a (\u7b2c 9 \u53f7\u7ea7\u8054\u53e3) --&gt; \u7f51\u7ebf --&gt; \u5c0f\u7c73\u62d3\u5c55\u575e RJ45 \u5343\u5146\u7f51\u53e3</li>\n</ul>\n<h3>\u672c\u5730\u5916\u8bbe\u5c42 (\u5168\u90e8\u8fde\u63a5\u81f3\u5c0f\u7c73\u62d3\u5c55\u575e USB-A \u53e3)</h3>\n<ul>\n<li>\u7eff\u8054 3.5 \u5bf8\u786c\u76d8\u76d2 (\u5185\u7f6e HDD \u786c\u76d8)</li>\n<li>\u6d77\u5eb7 DS-VM1 USB \u9ea6\u514b\u98ce\u9635\u5217</li>\n</ul>\n<h2>\u7cfb\u7edf\u903b\u8f91\u67b6\u6784</h2>\n<h3>\u63a5\u5165\u5c42</h3>\n<ul>\n<li>Video: Frigate \u901a\u8fc7 FFmpeg \u6293\u53d6\u4ea4\u6362\u673a\u4f20\u6765\u7684 RTSP \u89c6\u9891\u6d41\u3002</li>\n<li>Audio: Debian \u7cfb\u7edf\u901a\u8fc7 ALSA/PipeWire \u9a71\u52a8\u8bc6\u522b USB \u9ea6\u514b\u98ce\u97f3\u9891\u8bbe\u5907 (/dev/snd)\u3002</li>\n</ul>\n<h3>\u5904\u7406\u5c42</h3>\n<ul>\n<li>AI \u8bc6\u522b: \u5229\u7528 i5-1155G7 \u7684 Iris Xe \u6838\u663e\uff0c\u901a\u8fc7 OpenVino \u8fdb\u884c\u4eba\u5f62/\u8f66\u8f86\u8fc7\u6ee4\u3002</li>\n<li>\u6df7\u6d41 (MUX): Go2RTC \u6a21\u5757\u5c06 6mm \u6444\u50cf\u5934\u7684\u753b\u9762\u4e0e USB \u9ea6\u514b\u98ce\u7684\u58f0\u97f3\u5b9e\u65f6\u5408\u5e76\u3002</li>\n</ul>\n<h3>\u5b58\u50a8\u5c42</h3>\n<ul>\n<li>\u70ed\u6570\u636e: \u5b9e\u65f6\u89c6\u9891\u5e27\u7f13\u5b58\u5728\u5185\u5b58 (SHM) \u6216\u81ea\u5e26 NVMe SSD \u4e2d</li>\n<li>\u6e29\u6570\u636e: 24 \u5c0f\u65f6\u9ad8\u6e05\u5f55\u50cf\u5b58\u5165\u5916\u6302\u7684 HDD \u786c\u76d8\uff08 UUID \u6302\u8f7d\u81f3 /mnt/cctv \uff09</li>\n<li>\u51b7\u6570\u636e: \u51cc\u6668\u65f6\u6bb5\uff0cRclone \u811a\u672c\u5c06\u201c\u6628\u5929\u201d\u7684\u5f55\u50cf\u52a0\u5bc6\u4e0a\u4f20\u81f3\u4e91\u7aef\u3002</li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Likenttt", 
        "name": "Likenttt", 
        "avatar": "https://cdn.v2ex.com/gravatar/2807b1a5cc8c16e24ec4914a64696d1e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1189543", 
      "title": "\u4e0d\u662f\u5427\uff1f\u771f\u7684\u4f1a\u6709\u4eba\u7528\u4f73\u660e\u624b\u8868\u770b\u5c0f\u8bf4\uff1f\u4f73\u660e\u5c0f\u8bf4\u9605\u8bfb\u8f6f\u4ef6 WristTale.com", 
      "id": "https://www.v2ex.com/t/1189543", 
      "date_published": "2026-01-30T07:16:57+00:00", 
      "content_html": "<p>\u770b\u8fd9\u6807\u9898\uff0c\u4f60\u53ef\u80fd\u4e5f\u60f3\u6253\u51fa\u4e00\u4e2a\u5927\u5927\u7684\u95ee\u53f7\u3002</p>\n<p>\u6ca1\u9519\uff0c\u771f\u6709\u3002</p>\n<p>\u6700\u521d\u6211\u540c\u6837\u4e0d\u7406\u89e3\uff0c\u540c\u6837\u5f88\u6297\u62d2\u8fd9\u4e2a\u9700\u6c42\u3002</p>\n<p>\u76f4\u5230\u6211\u610f\u8bc6\u5230\uff1a\u6bcf\u4e2a\u4eba\u751f\u547d\u4e2d\uff0c\u90fd\u6709\u4e00\u4e9b\u5f88\u96be\u71ac\u7684\u65f6\u5149\uff0c\u4f60\u65e0\u6cd5\u9003\u79bb\uff0c\u53ea\u80fd\u786c\u6491\u7740\u5ea6\u8fc7\u3002</p>\n<p>\u5b83\u4e5f\u8bb8\u662f\u4e00\u573a\u957f\u8fbe\u6570\u5c0f\u65f6\u7684\u57f9\u8bad\u4f1a\uff0c\u624b\u673a\u88ab\u8981\u6c42\u7edf\u4e00\u4e0a\u4ea4\uff0c\u653e\u5728\u95e8\u53e3\u7684\u201c\u673a\u573a\u201d\u91cc\u3002</p>\n<p>\u5b83\u4e5f\u8bb8\u662f\u5728\u4ee4\u4eba\u7a92\u606f\u7684\u665a\u81ea\u4e60\uff0c\u4f60\u88ab\u6df9\u6ca1\u5728\u5806\u79ef\u5982\u5c71\u7684\u8bd5\u5377\u4e2d\uff0c\u62ac\u5934\u662f\u5199\u6ee1\u516c\u5f0f\u7684\u9ed1\u677f\uff0c\u56de\u5934\u662f\u73ed\u4e3b\u4efb\u5728\u540e\u95e8\u7a97\u6237\u4e0a\u4e00\u95ea\u800c\u8fc7\u7684\u9510\u5229\u76ee\u5149\u3002</p>\n<p>\u4e5f\u8bb8\u662f\u4f5c\u4e3a\u65b0\u4eba\uff0c\u5750\u5728\u89d2\u843d\u91cc\u966a\u542c\u4e00\u573a\u4e0e\u4f60\u6beb\u65e0\u5173\u7cfb\u7684\u6c47\u62a5\uff0c\u8fde\u547c\u5438\u90fd\u4e0d\u6562\u592a\u5927\u58f0\u3002</p>\n<p>\u53c8\u6216\u8bb8\u662f\u4f5c\u4e3a\u76d1\u8003\u8001\u5e08\uff0c\u5728\u6b7b\u5bc2\u7684\u8003\u573a\u91cc\u5750\u7acb\u96be\u5b89\u7684 3 \u4e2a\u5c0f\u65f6\u3002</p>\n<p>\u90a3\u79cd\u7a92\u606f\u611f\uff0c\u4e0d\u662f\u56e0\u4e3a\u5fd9\u788c\uff0c\u800c\u662f\u56e0\u4e3a\u201c\u65e0\u610f\u4e49\u7684\u6d88\u8017\u201d\u3002\u8eab\u4f53\u88ab\u56f0\u5728\u6905\u5b50\u4e0a\uff0c\u4f46\u5927\u8111\u5728\u5c16\u53eb\uff1a\u6211\u60f3\u8981\u81ea\u7531\u3002</p>\n<p>\u8fd9\u5c31\u662f\u6211\u5f00\u53d1 WristTale \u7684\u521d\u8877\u3002</p>\n<p>Image</p>\n<p>WristTale \uff08\u7f51\u7ad9\uff1a <a href=\"https://wristtale.com\" rel=\"nofollow\">https://wristtale.com</a> \uff09\u4f5c\u4e3a\u4e00\u6b3e\u4f73\u660e\u624b\u8868\u9605\u8bfb\u5668\uff0c\u5b83\u80fd\u5e2e\u4f73\u660e\u7528\u6237\u5c06\u5c0f\u8bf4\u7b49\u4e66\u7c4d\u4ece\u624b\u673a\u540c\u6b65\u5230\u624b\u8868\u4e0a\u9605\u8bfb\u3002</p>\n<p>WristTale \u4e0d\u662f\u5e26\u4f60\u9003\u907f\u8d23\u4efb\u7684\u201c\u6478\u9c7c\u5de5\u5177\u201d\uff0c\u800c\u662f\u4e3a\u4e86\u8ba9\u4f60\u5728\u65e0\u6cd5\u9003\u79bb\u7684\u65f6\u523b\uff0c\u62e5\u6709\u4e00\u4e2a\u201c\u7cbe\u795e\u907f\u96be\u6240\u201d\u3002</p>\n<p>\u5728\u90a3\u4e9b\u770b\u4f3c\u4e25\u8083\u7684\u573a\u5408\u2014\u2014\u65e0\u8bba\u662f\u8bb2\u5e08\u53e3\u6cab\u6a2a\u98de\u7684\u57f9\u8bad\u4f1a\u3001\u73ed\u4e3b\u4efb\u6765\u56de\u5de1\u89c6\u7684\u665a\u81ea\u4e60\uff0c\u8fd8\u662f\u843d\u9488\u53ef\u95fb\u7684\u8003\u573a\u2026\u2026</p>\n<p>\u4f60\u53ea\u662f\u5e73\u9759\u5730\u62ac\u8d77\u624b\u8155\uff0c\u7709\u5934\u5fae\u76b1\u3002\u5728\u5916\u4eba\u773c\u91cc\uff0c\u4f60\u662f\u4e00\u4e2a\u60dc\u65f6\u5982\u91d1\u3001\u4e25\u8c28\u81ea\u5f8b\u7684\u804c\u573a\u4eba\u6216\u4f18\u7b49\u751f\u3002</p>\n<p>\u4f46\u53ea\u6709\u4f60\u81ea\u5df1\u77e5\u9053\uff0c\u5728\u90a3\u5757 1.4 \u82f1\u5bf8\u7684\u5c4f\u5e55\u4e0a\uff1a\u4f60\u6b63\u5c4f\u4f4f\u547c\u5438\uff0c\u76ee\u7779\u6c34\u6ef4\u5982\u6b7b\u795e\u7684\u773c\u6cea\u822c\u6d1e\u7a7f\u4eba\u7c7b\u7684\u592a\u7a7a\u8230\u961f\uff1b\u6216\u662f\u6b63\u63d0\u7740\u98ce\u706f\uff0c\u8ddf\u80e1\u516b\u4e00\u5728\u7cbe\u7edd\u53e4\u57ce\u7684\u89d2\u843d\u91cc\uff0c\u70b9\u4eae\u90a3\u4e00\u652f\u6447\u66f3\u7684\u8721\u70db\u3002</p>\n<p>\u90a3\u662f\u5c5e\u4e8e\u4f60\u4e00\u4e2a\u4eba\u7684\u522b\u6709\u6d1e\u5929\u3002</p>\n<p>\u8fd9\u4e00\u523b\uff0c\u8bb2\u53f0\u4e0a\u6c38\u8fdc\u7ffb\u4e0d\u5230\u5934\u7684 PPT \u4e0d\u518d\u523a\u773c\u4e86\uff0c\u684c\u4e0a\u5806\u79ef\u5982\u5c71\u7684\u6a21\u62df\u5377\u4e5f\u6ca1\u90a3\u4e48\u4ee4\u4eba\u7a92\u606f\u4e86\u3002</p>\n<p>\u4f60\u4e0d\u518d\u662f\u90a3\u4e2a\u88ab\u56f0\u5728\u4f1a\u8bae\u5ba4\u91cc\u7684\u804c\u573a\u4eba\uff0c\u4e5f\u4e0d\u518d\u662f\u53ea\u4f1a\u5237\u9898\u7684\u673a\u5668\u3002 \u4f60\u662f\u81ea\u7531\u7684\u9605\u8bfb\u8005\uff0c\u662f\u65e0\u6570\u4e2a\u5e73\u884c\u5b87\u5b99\u7684\u89c2\u6d4b\u8005\u3002</p>\n<p>\u5982\u679c\u4f60\u4e5f\u6b63\u5904\u4e8e\u4e00\u6bb5\u96be\u71ac\u7684\u65f6\u5149\uff0c\u5e0c\u671b WristTale \u8fd9\u76cf\u5c0f\u5c0f\u7684\u70db\u706b\uff0c\u80fd\u966a\u4f60\u987a\u5229\u5ea6\u8fc7\u3002</p>\n<p>\u613f\u4f60\u8155\u4e0a\u6709\u4e66\uff0c\u773c\u91cc\u6709\u5149\u3002</p>\n<p>\u6211\u4e0d\u786e\u5b9a\u5230\u5e95\u4f1a\u6709\u591a\u5c11\u7528\u6237\u4f1a\u9700\u8981\u8fd9\u6837\u7684\u4ea7\u54c1\uff0c\u6b22\u8fce\u8d70\u8fc7\u8def\u8fc7\u7684\u5404\u8def\u4e92\u8054\u7f51\u5927\u795e\u4eec\u6307\u70b9\u4e24\u53e5\u3002</p>\n<p>\u4f73\u660e\u7aef\uff1a <a href=\"https://apps.garmin.cn/apps/46b0b8a9-15c2-49a4-83ac-51f9e694111d\" rel=\"nofollow\">https://apps.garmin.cn/apps/46b0b8a9-15c2-49a4-83ac-51f9e694111d</a></p>\n<p>\u6d77\u5916\u5b89\u5353\u7248\u672c\uff1a <a href=\"https://play.google.com/store/apps/details?id=com.niulasong.wristtale\" rel=\"nofollow\">https://play.google.com/store/apps/details?id=com.niulasong.wristtale</a></p>\n<p>\u56fd\u5185\u5b89\u5353\u7248\u672c\uff1a <a href=\"https://static.wristtale.com/WristTale_1.0.0%2B8_cn_release.apk\" rel=\"nofollow\">https://static.wristtale.com/WristTale_1.0.0%2B8_cn_release.apk</a></p>\n<p>iOS \u7248\u672c\u8fd8\u5728\u5ba1\u6838\u4e2d\uff1b</p>\n<p>2 \u6708 1 \u65e5\u524d\u53ef\u4eab\u53d7 5.5 \u6298\u8d2d\u4e70\u7ec8\u751f\u4f7f\u7528\u6743\u76ca\uff0c\u8054\u7cfb niuverse \u8d2d\u4e70\u5373\u53ef\uff0c\u8bf7\u5907\u6ce8 wt \u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wumian1", 
        "name": "wumian1", 
        "avatar": "https://cdn.v2ex.com/gravatar/471d8a79394e713c8357af4ec462ab5a?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1188828", 
      "title": "\u5bb6\u4eba\u4eec\uff0c\u6211\u6709\u4e00\u4e2a idea,\u901f\u6765\u901f\u6765 \u5bb6\u5ead\u7ea7\u6570\u5b57\u57fa\u7840\u8bbe\u65bd\\\u5bb6\u5ead\u64cd\u4f5c\u7cfb\u7edf", 
      "id": "https://www.v2ex.com/t/1188828", 
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}