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      "content_html": "<p>\u81ea\u6211\u4ecb\u7ecd\uff1a\n\u672c\u4eba 90 \u540e\uff0c\u76ee\u524d\u751f\u6d3b\u5728\u6cd5\u56fd\uff0c\u65e9\u5e74\u4e3b\u8981\u505a\u94f6\u884c\u5408\u89c4\u76f8\u5173\u7684\u540e\u53f0\u5de5\u4f5c\uff0c\u5148\u540e\u4e24\u6b21\u521b\u4e1a\uff0c\u4e00\u6b21\u662f\u505a fintech saas \uff0c\u6211\u672c\u4eba\u603b\u5171\u878d\u8d44 200w usd \u5de6\u53f3\uff0carr \u6700\u9ad8\u7684\u65f6\u5019 20w \u7f8e\u91d1\uff0c\u5927\u90e8\u5206\u5ba2\u6237\u90fd\u662f\u6211\u63a8\u5e7f\u7684\u3002\u7b2c\u4e8c\u6b21\u662f\u4e00\u4e2a agent \u652f\u4ed8\uff0c\u6708\u6d41\u6c34\u6700\u591a\u7684\u65f6\u5019 1m \u7f8e\u91d1\u5de6\u53f3\u3002\u4e24\u4e2a\u9879\u76ee\u540e\u6765\u90fd\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u6b7b\u6389\u4e86\u3002\u6211\u5728 ethereum \uff08 erc \uff09 uniswap \uff0cavve \u7b49\u5f00\u6e90\u9879\u76ee\u90fd\u6709\u8d21\u732e\u3002</p>\n<p>\u76ee\u524d\u72b6\u6001\uff1a\u7b80\u5355\u7684\u8bf4\u8fd9\u662f\u4e00\u4e2a\u8fd0\u884c\u65f6\u67b6\u6784\uff0c\u4f60\u53ef\u4ee5\u7528\u4ed6\u6765\u8dd1 coding agent \u4e5f\u53ef\u4ee5\u7528\u5b83\u5f00\u53d1\u516c\u53f8\u5185\u90e8\u7684 agent \uff0c\u6216\u662f\u5f00\u53d1 agent saas \uff0c\u6838\u5fc3\u5c31\u662f\u901a\u8fc7\u5b8f\u547d\u4ee4\u6765\u7f29\u51cf llm \u7684 80%\u5de6\u53f3\u7684\u8c03\u7528\u5f80\u8fd4\uff0c\u5177\u4f53\u53ef\u4ee5\u770b repo \u548c benchmark \u7ed3\u679c\uff1a</p>\n<p><a href=\"https://turaai.net/benchmark\" rel=\"nofollow\">https://turaai.net/benchmark</a>\n<a href=\"https://github.com/Tura-AI/tura\" rel=\"nofollow\">https://github.com/Tura-AI/tura</a></p>\n<p>GTM\uff1a\u4e3b\u8981\u4ee5\u5f00\u6e90 dev infra \u5f00\u653e\u7ed9\u5f00\u53d1\u8005\u505a codingagent \u6216\u662f\u505a\u4e00\u4e9b\u81ea\u5df1\u7684 agent \u9879\u76ee\uff0c\u7136\u540e\u4f7f\u7528\u7c7b\u4f3c sql \u7684\u6258\u7ba1\u6536\u8d39\u548c\u4f01\u4e1a\u5b9a\u5236\u5316 licnece \u7684\u6a21\u5f0f\uff0c\u4f18\u5148\u7684\u4ed8\u8d39\u7528\u6237\u662f\u5927\u91cf\u4f7f\u7528 llm \u7684 agent \u521d\u521b\u548c sass \u516c\u53f8\u3002\u540c\u65f6\u4e5f\u53d1\u5c55\u4e2a\u4eba agent \u7684\u6a21\u578b\u4e2d\u8f6c\u548c\u6839\u636e\u4ea4\u4ed8\u7684\u4ed8\u8d39\u6a21\u5f0f\uff0c\u6bd4\u5982 a \u6258\u7ba1\u81ea\u5df1\u7684 agent \u505a\u7f51\u9875\uff0cb \u652f\u4ed8 a 2 \u5200\uff0ca \u7528\u81ea\u5df1\u7684 agent \u548c\u6d41\u7a0b\u4ee5\u53ca\u4ed6\u81ea\u5df1\u7684 provider subscription \u53bb\u5b8c\u6210\u4efb\u52a1\u3002</p>\n<p>\u671f\u671b\u7684\u5408\u4f19\u4eba\u753b\u50cf\uff1a\u5f00\u6e90\u793e\u533a\u5927\u4f6c\u3001\u61c2\u793e\u533a\u63a8\u5e7f\u3001\u6709\u56fd\u5185\u6216\u7845\u8c37 ai \u5927\u5382\u7684\u5708\u5b50\u3001\u793e\u533a\u6216\u662f\u63a8\u9500\u5929\u624d\u3001\u6709\u6295\u878d\u8d44\u80cc\u666f\uff08\u6709\u4e00\u4e24\u4e2a\u5c31\u53ef\u4ee5\uff09</p>\n<p>\u6211\u5728 UTC+2 \uff0c\u4f46\u662f\u8ba1\u5212\u627e\u673a\u4f1a\u6da6\u56de\u56fd\u5185\u6216\u8005\u7f8e\u56fd\u3002</p>\n<p>\u611f\u5174\u8da3\u7684\u4f19\u4f34\u53ef\u4ee5\u52a0 tg:\nWVNfMTk4NA==</p>\n<p>\u548c\u90ae\u7bb1\uff1a\neW9oamkuc2FrYW1vdG9AZ21haWwuY29t</p>\n<p>\u5fae\u4fe1\uff1a\nbGVvdG9sc3RveTE4Mjg=</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wanghuinet", 
        "name": "wanghuinet", 
        "avatar": "https://cdn.v2ex.com/avatar/1375/b468/581675_large.png?m=1780190351"
      }, 
      "url": "https://www.v2ex.com/t/1233697", 
      "title": "\u6765\u91d1\u4e3b\u6765 go \u6765\u5b89\u5353 ios \u5404\u53d6\u6240\u9700", 
      "id": "https://www.v2ex.com/t/1233697", 
      "date_published": "2026-08-11T19:48:25+00:00", 
      "content_html": "<p>\u9879\u76ee\u9760\u8c31\uff0c\u5404\u53d6\u6240\u9700\n\u5f00\u53d1\u51fa\u529b\u62ff\u94b1\u62ff\u80a1\u4efd\u90fd\u884c\n\u6211\u662f\u4ea7\u54c1\u7ecf\u7406+\u7ec4\u7ec7\u8005\nMTc1MjEyMTM5ODU=</p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/totorohappy", 
        "name": "totorohappy", 
        "avatar": "https://cdn.v2ex.com/avatar/b6fc/56a0/821056_large.png?m=1786388728"
      }, 
      "url": "https://www.v2ex.com/t/1233583", 
      "title": "\u8bda\u5bfb\u521b\u4e1a(\u641e\u94b1)\u6d77\u5916\u9879\u76ee\u5408\u4f19\u4eba(\u5168\u804c\uff0c\u7ebf\u4e0a)", 
      "id": "https://www.v2ex.com/t/1233583", 
      "date_published": "2026-08-11T07:56:07+00:00", 
      "content_html": "<p>\u4e00\uff1a\u8981\u6c42\uff1a\u4ee5\u4e0b\u4e94\u4e2a\u6838\u5fc3\u90e8\u5206\uff0c\u9700\u80fd\u72ec\u7acb\u5b8c\u6210\uff0c\u5e76\u517c\u987e\u8d28\u91cf\u548c\u6548\u7387\uff1a</p>\n<ol>\n<li>\u6570\u636e\u5b89\u5168\uff1a\u6743\u9650\u3001\u8d8a\u6743\u3001\u9632\u5237\u3001\u6570\u636e\u4fdd\u62a4\u7b49</li>\n<li>API First\uff1a\u5f00\u653e\u5e73\u53f0\u3001\u79c1\u6709\u5316\u90e8\u7f72</li>\n<li>WebSocket \u5b9e\u65f6\u901a\u4fe1</li>\n<li>\u53ef\u89c6\u5316\u7f51\u9875\u7f16\u8f91\u5668\uff08\u4e8c\u6b21\u5f00\u53d1\uff09</li>\n<li>\u684c\u9762\u7aef\u5f00\u53d1\uff0c\u5e76\u80fd\u719f\u7ec3\u89c4\u5212\u4f7f\u7528 AI \u5199\u4ee3\u7801\uff0c\u4ee5\u63d0\u5347\u8d28\u91cf\u548c\u6548\u7387</li>\n</ol>\n<p>\u4e8c\uff1a\u7b80\u5355\u8bf4\u660e\uff08\u5148\u90ae\u7bb1\u6c9f\u901a\uff09\uff1a\nA. \u8bf7\u9488\u5bf9\u4ee5\u4e0a\u4e94\u9879\uff0c\u7b80\u5355\u8bf4\u660e\u81ea\u5df1\u7684\u76f8\u5173\u80fd\u529b\uff0c\u5e76\u5206\u522b\u81ea\u8bc4 1\u201410 \u5206\uff0c\u5148\u505a\u521d\u6b65\u4e86\u89e3\u3002(\u522b\u53d1\u7b80\u5386\uff0c\u53ea\u5c31\u4e8b\u8bba\u4e8b)</p>\n<p>B. \u9879\u76ee\u5e74\u5229\u6da6\u5728\u516b\u4f4d\u6570\u4ee5\u4e0a\u3002\u6211\u4f1a\u5c55\u793a\u8be6\u7ec6\u9879\u76ee\u60c5\u51b5\u3001\u76ee\u524d\u6b63\u5728\u8fd0\u8425\u7684\u4ea7\u54c1\u53ca\u76c8\u5229\u60c5\u51b5\uff0c\u4e5f\u4f1a\u8bf4\u660e\u4e3a\u4ec0\u4e48\u9700\u8981\u91cd\u65b0\u5f00\u53d1\u4e00\u5957\u65b0\u4ea7\u54c1\u3002\u5229\u6da6\u4e94\u4e94\u5206\u3002</p>\n<p>\u4e09\uff1a\u9879\u76ee\u5982\u4f55\u5f00\u59cb\uff1a\n\u7b2c 1 \u6b65\uff1a\u9879\u76ee\u6c9f\u901a\n\u6211\u4f1a\u628a\u9879\u76ee\u60c5\u51b5\u5168\u76d8\u5c55\u793a\uff0c\u89e3\u7b54\u7591\u95ee\u3002\u53cc\u65b9\u4ece\u4ea7\u54c1\uff0c\u6280\u672f\u5b9e\u73b0\uff0c\u9879\u76ee\u60c5\u51b5\uff0c\u4e2a\u4eba\u60c5\u51b5\u7b49\u65b9\u9762\u8fdb\u4e00\u6b65\u4e86\u89e3\u3002\n\u4f60\u9700\u8981\u5bf9\u6574\u4e2a\u7cfb\u7edf\u6280\u672f\u67b6\u6784\u6709\u6e05\u6670\u8ba4\u77e5\u3002\u9879\u76ee\u672c\u8eab\u5c5e\u4e8e\u5c0f\u578b\u9879\u76ee\uff0c\u662f\u5728\u6a21\u4eff\u6210\u719f\u4ea7\u54c1\u7684\u57fa\u7840\u4e0a\u52a0\u4ee5\u4f18\u5316\u3002</p>\n<p>\u7b2c 2 \u6b65\uff1a\u9879\u76ee\u8bd5\u9a8c\u9636\u6bb5\n\u4ece\u65e7\u4ea7\u54c1\u4e2d\u9009\u4e00\u4e2a\u6a21\u5757\u4f5c\u4e3a\u6a21\u4eff\u5bf9\u8c61\uff0c\u5b8c\u6210\u8be5\u90e8\u5206\u7684\u57fa\u7840\u529f\u80fd\u6f14\u793a\u7248\uff0c\u5e76\u4ee5\u6b64\u63a2\u8ba8\u6574\u4e2a\u4ea7\u54c1\u7684\u6784\u5efa\u89c4\u5212\u3002</p>\n<p>\u7b2c 3 \u6b65\uff1a\u6b63\u5f0f\u63a8\u8fdb\n\u5728\u4eba\u548c\u6280\u672f\u65b9\u9762\u4e92\u76f8\u8ba4\u53ef\u3001\u8fbe\u6210\u4e00\u81f4\u540e\uff0c\u5168\u529b\u63a8\u8fdb\u3002\u9884\u8ba1\u5f00\u53d1\u65f6\u95f4 2\u20143 \u4e2a\u6708\uff1b\u6838\u5fc3\u529f\u80fd\u7248\u672c\u5b8c\u6210\u540e\uff0c\u5373\u53ef\u9762\u5411\u8001\u5ba2\u6237\u6536\u8d39\u6295\u653e\u5185\u6d4b\uff0c\u4e4b\u540e\u6301\u7eed\u4f18\u5316\u8fed\u4ee3\u3002</p>\n<p>\u56db\uff1a\u5f00\u53d1\u9636\u6bb5\u6211\u63d0\u4f9b\uff1a</p>\n<ol>\n<li>\u9879\u76ee\u8bd5\u9a8c\u9636\u6bb5\uff1a\u6bcf\u65e5 300 \u5143\u8f9b\u82e6\u8d39\uff0c\u5148\u9884\u4ed8 5 \u5929\uff1b\u770b\u5230\u5b9e\u9645\u6210\u679c\u540e\u53ef\u7ee7\u7eed\u652f\u4ed8\u3002\u8ba4\u53ef\u540e\u8fdb\u5165\u4e0b\u4e00\u9636\u6bb5\u3002</li>\n<li>\u6b63\u5f0f\u5f00\u53d1\u9636\u6bb5\uff1a\u6bcf\u6708 1.2 \u4e07\u5143\u751f\u6d3b\u8865\u8d34\u3002\u7b2c\u4e00\u4e2a\u6708\u5206\u4e24\u6b21\uff0c\u6bcf\u6b21 6000 \u5143\u300115 \u5929\u4e00\u6b21\uff0c\u5747\u5148\u9884\u4ed8\u540e\u5f00\u59cb\u5de5\u4f5c\uff1b\u7b2c\u4e8c\u4e2a\u6708\u4e00\u6b21\u6027\u9884\u4ed8\u3002</li>\n<li>\u9879\u76ee\u6295\u653e\u9636\u6bb5\uff1a\u9700\u8981 1\u20143 \u4e2a\u6708\u63d0\u5347\u5e02\u573a\u5360\u6709\u7387\u3002\u671f\u95f4\u6309\u9879\u76ee\u6536\u5165\u5206\u6da6\uff1b\u6536\u5165\u4e0d\u8db3\u7684\u90e8\u5206\uff0c\u6211\u4f1a\u8865\u9f50\uff0c\u4fdd\u5e95 1.5 \u4e07\u5143/\u6708\u3002</li>\n<li>\u4ee5\u4e0a\u5b89\u6392\u662f\u4e3a\u4e86\u7ed9\u5408\u4f5c\u4e00\u4e2a\u57fa\u7840\u4fdd\u969c\u3002\u4f60\u6ca1\u6709\u4eb2\u8eab\u7ecf\u5386\u8fc7\u9879\u76ee\u76c8\u5229\uff0c\u5bf9\u9879\u76ee\u6709\u62c5\u5fc3\u5f88\u6b63\u5e38\uff1b\u6211\u76f8\u4fe1\u968f\u7740\u65f6\u95f4\u548c\u5de5\u4f5c\u7684\u63a8\u8fdb\uff0c\u53cc\u65b9\u4f1a\u8d8a\u6765\u8d8a\u4fe1\u4efb\uff0c\u9879\u76ee\u8d8a\u6765\u8d8a\u8ba4\u53ef\u3002</li>\n</ol>\n<p>\u4e94\uff1a\u8865\u5145\uff1a</p>\n<ol>\n<li>\u9879\u76ee\u9700\u8981\u957f\u671f\u7ef4\u62a4\u3001\u66f4\u65b0\u3001\u4f18\u5316\u8fed\u4ee3\uff0c\u4e0d\u662f\u5199\u4e00\u4e2a\u5ba3\u4f20\u9875\uff0c\u5199\u5b8c\u5c31\u7ed3\u675f\u3002\u4e00\u4e2a\u4eba\u5168\u529b\u7ef4\u62a4\u4ea7\u54c1\uff0c\u4e00\u4e2a\u4eba\u5168\u529b\u8425\u9500\u53d8\u73b0\uff0c\u516c\u5f00\u900f\u660e\uff0c\u4e00\u8d77\u628a\u4e8b\u60c5\u505a\u597d\u3002</li>\n<li>\u6280\u672f\u4e0a\u5fc5\u987b\u6709\u6574\u4f53\u601d\u7ef4\u3002\u4ea7\u54c1\u6bcf\u4e2a\u6a21\u5757\u90fd\u8981\u6709\u65b9\u6848\uff0c\u5f00\u53d1\u548c\u90e8\u7f72\u90fd\u8981\u903b\u8f91\u7f1c\u5bc6\u3002\u4e0d\u8981\u6ca1\u770b\u6e05\u5168\u5c40\u5c31\u4e00\u53e3\u54ac\u5b9a\u7b80\u5355\u6ca1\u95ee\u9898\uff0c\u6700\u540e\u51fa\u73b0\u76f2\u533a\uff0c\u9879\u76ee\u505a\u4e0d\u4e0b\u53bb\uff0c\u4e92\u76f8\u803d\u8bef\u65f6\u95f4\u3002</li>\n<li>\u4e0d\u8981\u517c\u804c\uff0c\u4e0d\u8981\u8fb9\u505a\u8fb9\u770b\uff0c\u4e5f\u4e0d\u8003\u8651\u5e74\u8f7b\u4eba\u3002\u5e0c\u671b\u662f\u7ecf\u5386\u8fc7\u4e8b\u60c5\uff0c\u61c2\u5f97\u521b\u4e1a\u4e0d\u5bb9\u6613\u7684\u4eba\uff0c\u660e\u767d\u4eba\u751f\u53ea\u8981\u628a\u63e1\u4f4f\u4e00\u6b21\u673a\u4f1a\uff0c\u5c5e\u4e8e\u81ea\u5df1\u7684\u673a\u4f1a\u6293\u4f4f\u4e00\u6b21\u5c31\u591f\u3002\u80fd\u628a\u94b1\u843d\u888b\uff0c\u5b88\u4f4f\u4e86\uff0c\u5c31\u662f\u6210\u529f\u3002\n4.\u4eba\u54c1\u4ef7\u503c\u89c2\u4e92\u76f8\u5951\u5408\u662f\u7b2c\u4e00\uff0c\u6280\u672f\u6c34\u5e73\u4e5f\u5f88\u91cd\u8981\u3002\u5408\u4f19\u521b\u4e1a\u8ddf\u5a36\u5ab3\u5987\u4e00\u6837\u6837\u9700\u8981\u6df1\u601d\u719f\u8651\u7684\uff0c\u4e0d\u662f\u62db\u8058\uff0c\u6240\u4ee5\u6ca1\u6709\u8c08\u62e2\u4e5f\u8bf7\u4e92\u76f8\u7406\u89e3\u3002\n\u516d\uff1a\u8054\u7cfb\uff1a\n1 \u4eba\u54c1\u597d\uff0c\u6709\u80fd\u529b\uff0c\u6709\u91ce\u5fc3\u7684\u806a\u660e\u4eba\u8bf7\u53d1\u90ae\u4ef6\u5230\uff1a <a href=\"mailto:demoplay11@proton.me\">demoplay11@proton.me</a> \u6709\u6d77\u5916\u793e\u4ea4\u8054\u7cfb\u65b9\u5f0f\u7684\u4e5f\u53ef\u4ee5\u7559\u4e0b</li>\n</ol>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/neo2020", 
        "name": "neo2020", 
        "avatar": "https://cdn.v2ex.com/gravatar/461ae9c2037c7a737f973db85021e905?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1233277", 
      "date_modified": "2026-08-10T07:50:25+00:00", 
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      "date_published": "2026-08-10T07:42:12+00:00", 
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      "id": "https://www.v2ex.com/t/1233277"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ruotongyu", 
        "name": "ruotongyu", 
        "avatar": "https://cdn.v2ex.com/gravatar/6277e65d8a8c1da51155981b4172ed2c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1232068", 
      "date_modified": "2026-08-04T09:26:10+00:00", 
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\u4ea7\u54c1\u9879\u76ee\u7ecf\u9a8c\uff1b</li>\n<li>\u505a\u8fc7\u6280\u672f\u8d1f\u8d23\u4eba\u3001\u9879\u76ee\u8d1f\u8d23\u4eba\uff0c\u6216\u8005\u5df2\u7ecf\u5177\u5907\u72ec\u7acb\u8d1f\u8d23\u9879\u76ee\u7684\u80fd\u529b\uff1b</li>\n<li>\u719f\u6089 Python \u3001\u6570\u636e\u5904\u7406\u548c\u57fa\u672c\u7684\u8f6f\u4ef6\u5de5\u7a0b\uff1b</li>\n<li>\u5bf9\u5927\u6a21\u578b API \u3001RAG \u3001Agent 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      "date_published": "2026-08-04T09:22:45+00:00", 
      "title": "[\u5317\u4eac / AI] \u5bfb\u627e\u4e00\u4f4d AI \u6d4b\u8bc4\u4e0e\u5e73\u53f0\u6280\u672f\u8d1f\u8d23\u4eba\uff1a\u628a\u68c0\u6d4b\u505a\u6210\u4ea7\u54c1", 
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        "name": "sc0303", 
        "avatar": "https://cdn.v2ex.com/gravatar/f242191c5ba97eccceaf6300cfab17cf?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1230560", 
      "title": "\u8bda\u5bfb\u521b\u4e1a(\u641e\u94b1)\u5408\u4f19\u4eba(base \u4e0a\u6d77)", 
      "id": "https://www.v2ex.com/t/1230560", 
      "date_published": "2026-07-28T16:20:44+00:00", 
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      "url": "https://www.v2ex.com/t/1229431", 
      "date_modified": "2026-07-24T01:52:16+00:00", 
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      "title": "\u62db\u8058\u72ec\u7acb\u5f00\u53d1\u6216\u8005 seo,\u53ef\u4ee5\u53bb\u8bd5\u63a2\u4f60\u7684\u65b9\u5411\u548c\u53bb\u505a\u4f60\u60f3\u505a\u7684\u4e1c\u897f(ai \u5f00\u53d1\u4efb\u52a1\u4e00\u4e0a\u5348\u80fd\u505a\u5b8c\u516c\u53f8\u7684\u6d3b)", 
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      }, 
      "url": "https://www.v2ex.com/t/1223435", 
      "title": "[\u5168\u804c\u5408\u4f19\u4eba] \u5bfb Golang \u5168\u6808\u5408\u4f5c", 
      "id": "https://www.v2ex.com/t/1223435", 
      "date_published": "2026-06-28T06:46:42+00:00", 
      "content_html": "<p>\u56e0\u4e3a\u4e4b\u524d\u90a3\u4e2a\u5e16\u5b50\uff0c\u53d1\u7684\u5f88\u4e71\u4e0d\u660e\u786e\uff0c\u4e0d\u5c11\u4eba\u6ca1\u6709\u7406\u89e3\u9700\u6c42\uff0c\u6216\u8005\u6709\u80fd\u529b\u7684\u4e5f\u4ee5\u4e3a\u4e0d\u7b26\u5408\uff0c\u5bfc\u81f4\u5927\u91cf\u65e0\u6548\u6c9f\u901a\uff0c\u4e5f\u6d6a\u8d39\u4e0d\u5c11\u4eba\u53d1\u7b80\u5386\u7b49\u56de\u590d\u7684\u65f6\u95f4\u3002\n\u6240\u4ee5\u91cd\u65b0\u5199\u4e2a\u5e16\u5b50\u3002</p>\n<p>\u4e00\uff1a\u5bf9\u6280\u672f\u8981\u6c42\u7684\u4e3b\u8981\u6838\u5fc3\u70b9\uff1a</p>\n<p>1 \u7cfb\u7edf\u5b89\u5168\uff08\u91cd\u70b9\uff09\n\u5177\u5907\u6743\u9650\u63a7\u5236\u3001\u9632\u8d8a\u6743\u3001\u9632\u5237\u63a5\u53e3\u3001\u63a5\u53e3\u5b89\u5168\u3001\u6570\u636e\u4fdd\u62a4\u7b49\u65b9\u9762\u7684\u5b9e\u9645\u9879\u76ee\u7ecf\u9a8c\uff08\u6570\u636e\u5b89\u5168\u5c24\u4e3a\u91cd\u8981\uff09\u3002</p>\n<p>2API \u5e73\u53f0\u67b6\u6784\u80fd\u529b\uff08\u91cd\u70b9\uff09\n\u5177\u5907 API First \u5e73\u53f0\u8bbe\u8ba1\u80fd\u529b\uff0c\u80fd\u591f\u5b9e\u73b0\u524d\u540e\u7aef\u5b8c\u5168\u89e3\u8026\uff0c\u4ee5\u5f00\u653e API \u4e3a\u6838\u5fc3\uff0c\u652f\u6301\u4efb\u610f\u524d\u7aef\uff08 React \u3001Vue \u3001WordPress \u3001H5 \u7b49\uff09\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u63a5\u5165\uff0c\u4e8b\u4ef6\u9a71\u52a8/\u6d88\u606f\u6d41\u67b6\u6784\u8bbe\u8ba1\u3002</p>\n<p>3 \u7f51\u9875\u53ef\u89c6\u5316\u7f16\u8f91\n\u6709\u53ef\u89c6\u5316\u7f16\u8f91\u5668\uff0c\u62d6\u62fd\u7f16\u8f91\u5668\uff0c\u4f4e\u4ee3\u7801\u5e73\u53f0\u76f8\u5173\u5f00\u53d1\u7ecf\u9a8c\uff0c\u80fd\u7528\u5f00\u6e90\u9879\u76ee\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1</p>\n<p>4 \u5b9e\u65f6\u901a\u4fe1\n\u6709 WebSocket \u7b49\u5b9e\u65f6\u901a\u4fe1\u5f00\u53d1\u7ecf\u9a8c\u3002</p>\n<p>5Go \u540e\u7aef\u5f00\u53d1\n\u719f\u7ec3\u4f7f\u7528 Go \u5f00\u53d1\u540e\u53f0\uff0c\u6709 Tauri \u6216 Electron \u5f00\u53d1\u7ecf\u9a8c\u3002</p>\n<p>6 \u79c1\u6709\u5316\u90e8\u7f72\n\u6709 Docker Linux Nginx \u7b49\u79c1\u6709\u5316\u90e8\u7f72\u7ecf\u9a8c\u3002</p>\n<p>7 \u719f\u7ec3\u4f7f\u7528 AI \u63d0\u5347\u5f00\u53d1\u6548\u7387\n\u6709\u5e73\u53f0\u578b\u4ea7\u54c1\uff08 PaaS / SaaS \uff09\u5f00\u653e\u5e73\u53f0 \u4f4e\u4ee3\u7801\u5e73\u53f0 \u5de5\u4f5c\u6d41\u5e73\u53f0\u7b49\u9879\u76ee\u5f00\u53d1\u7ecf\u9a8c\u66f4\u597d\u3002</p>\n<p>\u4e8c\uff1a\u60c5\u51b5\u548c\u5f85\u9047\u7b80\u4ecb\uff1a</p>\n<p>1 \u9879\u76ee\u6b63\u5728\u8fd0\u8425\uff0c\u56e0\u73b0\u4ea7\u54c1\u6280\u672f\u5f31\u6c34\u5e73\u4e0d\u591f\uff0c\u5f88\u591a\u95ee\u9898\u65e0\u6cd5\u89e3\u51b3\uff0c\u5bfc\u81f4\u5ba2\u6237\u6d41\u5931\u3002</p>\n<p>2 \u6709\u521d\u4ee3\u4ea7\u54c1\uff08\u4f4e\u8d28\u91cf\uff09\u9a8c\u8bc1\u5e02\u573a\u548c\u76c8\u5229\uff08\u975e\u6b63\u5f0f\u63a8\u5e7f\uff09\u7684 5 \u4e2a\u6708\u8425\u6536\u6d41\u6c34 7 \u4f4d\u6570\u660e\u7ec6\uff08\u53ef\u9a8c\u771f\u4f2a\uff09\u3002</p>\n<p>3 \u6709\u4e09\u5e74\u884c\u4e1a\u7ecf\u9a8c\u603b\u7ed3\u548c\u6700\u5168\u9762\u6700\u7ec6\u8282\u7684\u884c\u4e1a\u65d7\u8230\u4ea7\u54c1\u5b8c\u6574\u65b9\u6848\u3002</p>\n<p>4 \u73b0\u6709\u5ba2\u6237\u5c55\u793a\uff0c\u4e0d\u662f\u6784\u601d\u9879\u76ee\u9636\u6bb5\u3002</p>\n<p>5 \u5408\u4f5c 50/50 \u80a1\u4efd\uff0c\u4f60\u8d1f\u8d23\u5168\u90e8\u6280\u672f\u95ee\u9898\uff0c\u6211\u8d1f\u8d23\u63a8\u5e7f\u8425\u9500\u53d8\u73b0\u3002</p>\n<p>6 \u9879\u76ee\u5e74\u76c8\u5229 8 \u4f4d\u6570+</p>\n<p>7 \u5f00\u53d1\u5468\u671f\uff0c\u9884\u8ba1 2-4 \u4e2a\u6708(\u5b8c\u6210\u53ef\u6295\u653e\u7684\u4e3b\u4f53\u529f\u80fd)\uff0c\u4e3b\u8981\u529f\u80fd\u5b8c\u5584\u540e\u7acb\u523b\u4ea4\u4ed8\u8001\u5ba2\u6237\u4ed8\u8d39\u5185\u6d4b(\u6709\u6536\u5165)\uff0c\u521a\u9700\u529f\u80fd\u65e0\u5927 bug \u540e\u6b63\u5f0f\u63a8\u5e7f\uff0c\u63a8\u5e7f\u5468\u671f 1 \u4e2a\u6708\u540e\u7a33\u5b9a\u6536\u5165\uff0c\u540e\u9010\u6708\u9ad8\u9012\u589e\uff0c3-5 \u6708\u540e\u8d8b\u4e8e\u7a33\u5b9a\u72b6\u6001\uff0c\u534a\u5e74\u540e\u51e0\u4e4e\u5784\u65ad\u5e02\u573a\uff08\u8fbe\u6210\u76ee\u6807\uff09\u3002</p>\n<p>8 \u9879\u76ee\u5bff\u547d 5 \u5e74\u5185\u6ca1\u5f71\u54cd(\u770b\u8d8b\u52bf\u5224\u65ad)\u3002</p>\n<p>\u4e09\uff1a\u5176\u4ed6\uff1a</p>\n<p>\u8bf7\u53d1\u90ae\u4ef6\u5230\uff1a <a href=\"mailto:demoplay11@proton.me\">demoplay11@proton.me</a> </p>\n<p>1 \u8bf7\u5bf9\u201c\u4e00\uff1a\u5bf9\u6280\u672f\u8981\u6c42\u7684\u4e3b\u8981\u6838\u5fc3\u70b9\u201d\u91cc\u7684 7 \u6761\u9010\u4e00\u56de\u590d\u3002\u522b\u53d1\u7b80\u5386\uff0c\u522b\u7559\u8054\u7cfb\u65b9\u5f0f\u8ba9\u6211\u8054\u7cfb\u4f60\u3002\u8fd9\u79cd\u6211\u4e00\u5f8b\u4e0d\u56de\u590d\uff0c\u6211\u4e0d\u770b\u7b80\u5386\uff0c\u53ea\u770b\u5bf9\u8fd9 7 \u6761\u7684\u56de\u7b54\u60c5\u51b5\u3002\u5148\u901a\u8fc7\u90ae\u7bb1\u8fdb\u884c\u6c9f\u901a\uff0c\u5408\u9002\u518d\u5176\u4ed6\u8054\u7cfb\u65b9\u5f0f\u6c9f\u901a\u3002</p>\n<p>2 \u5171\u540c\u4ef7\u503c\u89c2\uff0c\u4eba\u751f\u6709\u8fc7\u4f4e\u8c37\uff0c\u660e\u767d\u4eba\u4e0d\u662f\u4e00\u76f4\u6709\u673a\u4f1a\uff0c\u800c\u662f\u628a\u63e1\u597d\u4e00\u4e2a\u673a\u4f1a\u3002</p>\n<p>3 \u6b63\u5fc3\uff0c\u8bda\u610f\uff0c\u8d23\u4efb\uff0c\u5e0c\u671b\u6211\u4eec\u643a\u624b\u5171\u8fdb\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/youdang", 
        "name": "youdang", 
        "avatar": "https://cdn.v2ex.com/avatar/9837/6216/506216_large.png?m=1772181011"
      }, 
      "url": "https://www.v2ex.com/t/1223005", 
      "date_modified": "2026-06-30T00:54:47+00:00", 
      "content_html": "<h1>\u627e\u4e2a\u670b\u53cb\u4e00\u8d77\u6298\u817e\u4e2a\u5782\u7c7b AI Agent \u5c0f\u9879\u76ee</h1>\n<p>\u6700\u8fd1\u81ea\u5df1\u5728\u6363\u9f13\u4e00\u4e2a AI Agent \u65b9\u5411\u7684\u5c0f\u9879\u76ee\uff0c\u60f3\u627e\u4e2a\u540c\u6837\u611f\u5174\u8da3\u7684\u4eba\u4e00\u8d77\u6298\u817e\u4e00\u4e0b\u3002</p>\n<p>\u5148\u8bf4\u6e05\u695a\uff0c\u8fd9\u4e0d\u662f\u62db\u8058\uff0c\u4e5f\u4e0d\u662f\u5916\u5305\u3002</p>\n<p>\u6ca1\u5de5\u8d44\uff0c\u6ca1\u9884\u7b97\uff0c\u6ca1\u4ec0\u4e48\u9ad8\u5927\u4e0a\u7684\u5305\u88c5\u3002\n\u73b0\u5728\u5c31\u662f\u4e00\u4e2a\u5f88\u65e9\u671f\u7684\u5c0f\u9879\u76ee\uff0c\u7eaf\u5174\u8da3\u5408\u4f5c\uff0c\u4e3b\u6253\u4e00\u4e2a\u4e00\u8d77\u8bd5\u9519\u3001\u4e00\u8d77\u8e29\u5751\u3001\u4e00\u8d77\u753b\u997c\u3002</p>\n<p>\u80fd\u63a5\u53d7\u8fd9\u4e2a\u524d\u63d0\uff0c\u518d\u7ee7\u7eed\u5f80\u4e0b\u770b\u3002</p>\n<hr/>\n<h2>\u5927\u6982\u5728\u505a\u4ec0\u4e48</h2>\n<p>\u65b9\u5411\u662f <strong>\u5782\u7c7b AI Agent / \u5782\u7c7b AI Workflow</strong>\u3002</p>\n<p>\u4e0d\u662f\u505a\u90a3\u79cd\u901a\u7528\u804a\u5929\u673a\u5668\u4eba\uff0c\u4e5f\u4e0d\u662f\u7b80\u5355\u5957\u4e2a\u5927\u6a21\u578b\u58f3\u5b50\u7cca\u4e2a\u9875\u9762\u3002</p>\n<p>\u6211\u66f4\u60f3\u505a\u7684\u662f\uff1a</p>\n<p>\u8ba9 AI \u8fdb\u5165\u4e00\u4e2a\u5177\u4f53\u884c\u4e1a\u7684\u771f\u5b9e\u5de5\u4f5c\u6d41\u91cc\uff0c\u5e2e\u7528\u6237\u5904\u7406\u4e00\u4e9b\u91cd\u590d\u3001\u590d\u6742\u3001\u8d39\u8111\u5b50\u7684\u4e8b\u60c5\u3002</p>\n<p>\u6bd4\u5982\uff1a</p>\n<ul>\n<li>\u6574\u7406\u4e00\u5806\u4e71\u4e03\u516b\u7cdf\u7684\u8d44\u6599</li>\n<li>\u4ece\u8d44\u6599\u91cc\u62bd\u53d6\u5173\u952e\u4fe1\u606f</li>\n<li>\u6309\u4e1a\u52a1\u903b\u8f91\u751f\u6210\u7ed3\u6784\u5316\u7ed3\u679c</li>\n<li>\u5e2e\u7528\u6237\u53d1\u73b0\u9057\u6f0f\u70b9</li>\n<li>\u7ed9\u51fa\u4e0b\u4e00\u6b65\u53ef\u4ee5\u505a\u4ec0\u4e48</li>\n<li>\u6700\u540e\u5f62\u6210\u4e00\u4e2a\u53ef\u7528\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u4e0d\u662f\u5355\u7eaf\u804a\u5929</li>\n</ul>\n<p>\u73b0\u5728\u5df2\u7ecf\u6709\u4e00\u4e2a\u6bd4\u8f83\u660e\u786e\u7684\u5782\u7c7b\u65b9\u5411\uff0c\u4e5f\u6709\u8fd9\u4e2a\u9886\u57df\u91cc\u771f\u5b9e\u4ece\u4e1a\u7684\u4eba\u53ef\u4ee5\u4e00\u8d77\u770b\u3001\u4e00\u8d77\u53cd\u9988\u3001\u4e00\u8d77\u5224\u65ad\u65b9\u5411\u5bf9\u4e0d\u5bf9\u3002</p>\n<p>\u6240\u4ee5\u4e0d\u662f\u51e0\u4e2a\u4eba\u5750\u5728\u7535\u8111\u524d\u7eaf\u8111\u8865\uff0c\u4e5f\u4e0d\u662f\u62cd\u8111\u888b\u505a Demo \u81ea\u55e8\u3002</p>\n<p>\u6211\u5e0c\u671b\u8fd9\u4e2a\u4e1c\u897f\u662f\u4ece\u771f\u5b9e\u573a\u666f\u91cc\u957f\u51fa\u6765\u7684\u3002</p>\n<hr/>\n<h2>\u60f3\u627e\u4ec0\u4e48\u6837\u7684\u4eba</h2>\n<p>\u4e0d\u8981\u6c42\u4f60\u5f88\u5f3a\u3002</p>\n<p>\u771f\u7684\u4e0d\u8981\u6c42\u3002</p>\n<p>\u4f46\u5e0c\u671b\u4f60\u662f\u90a3\u79cd\u613f\u610f\u6298\u817e\u7684\u4eba\u3002</p>\n<p>\u6700\u597d\u4f60\uff1a</p>\n<ul>\n<li>\u4f1a\u5199\u70b9\u4ee3\u7801</li>\n<li>\u7528\u8fc7\u5927\u6a21\u578b API \uff0c\u6ca1\u7528\u8fc7\u4f46\u613f\u610f\u5b66\u4e5f\u884c</li>\n<li>\u5bf9 AI Agent \u3001RAG \u3001Workflow \u3001\u5de5\u5177\u8c03\u7528\u8fd9\u4e9b\u4e1c\u897f\u611f\u5174\u8da3</li>\n<li>\u4f1a\u81ea\u5df1\u67e5\u8d44\u6599\u3001\u770b\u6587\u6863\u3001\u8c03 bug</li>\n<li>\u78b0\u5230\u95ee\u9898\u4e0d\u4f1a\u9a6c\u4e0a\u6446\u70c2</li>\n<li>\u65f6\u95f4\u76f8\u5bf9\u5145\u88d5\u4e00\u70b9\uff0c\u522b\u804a\u4e24\u5929\u5c31\u6d88\u5931</li>\n<li>\u80fd\u63a5\u53d7\u65e9\u671f\u9879\u76ee\u5f88\u4e71\uff0c\u65b9\u5411\u4e5f\u53ef\u80fd\u4e00\u76f4\u53d8</li>\n<li>\u4e0d\u8981\u6c42\u5168\u804c\uff0c\u4f46\u5e0c\u671b\u80fd\u6301\u7eed\u53c2\u4e0e\u4e00\u70b9</li>\n<li>\u4f1a\u722c\u866b</li>\n</ul>\n<p>\u8bed\u8a00\u4e0d\u592a\u9650\u5236\u3002</p>\n<p>Go \u3001Python \u3001Node.js \u3001\u524d\u7aef\u90fd\u884c\u3002\n\u4f60\u80fd\u505a\u54ea\u5757\uff0c\u5c31\u5148\u505a\u54ea\u5757\u3002</p>\n<hr/>\n<h2>\u53ef\u80fd\u4f1a\u6298\u817e\u7684\u4e1c\u897f</h2>\n<p>\u5927\u6982\u4f1a\u6d89\u53ca\u8fd9\u4e9b\uff1a</p>\n<ul>\n<li>\u5927\u6a21\u578b API \u63a5\u5165</li>\n<li>Prompt \u8c03\u8bd5</li>\n<li>Agent / Workflow \u6d41\u7a0b</li>\n<li>\u5de5\u5177\u8c03\u7528</li>\n<li>RAG / \u6587\u6863\u5904\u7406</li>\n<li>OCR / PDF \u89e3\u6790</li>\n<li>\u4fe1\u606f\u62bd\u53d6</li>\n<li>\u7ed3\u6784\u5316\u8f93\u51fa</li>\n<li>\u7b80\u5355\u540e\u7aef\u63a5\u53e3</li>\n<li>\u7b80\u5355\u524d\u7aef\u9875\u9762</li>\n<li>Demo \u5feb\u901f\u8fed\u4ee3</li>\n<li>\u5782\u7c7b\u4e1a\u52a1\u6d41\u7a0b\u62c6\u89e3</li>\n</ul>\n<p>\u4e0d\u7528\u5168\u90fd\u4f1a\u3002</p>\n<p>\u4f1a\u4e00\u90e8\u5206\u5c31\u53ef\u4ee5\u3002\n\u66f4\u91cd\u8981\u7684\u662f\u80fd\u52a8\u624b\u3002</p>\n<hr/>\n<h2>\u4e0d\u60f3\u627e\u4ec0\u4e48\u6837\u7684\u4eba</h2>\n<p>\u5982\u679c\u4f60\u662f\u60f3\u627e\u6b63\u5f0f\u5de5\u4f5c\uff0c\u8fd9\u4e2a\u4e0d\u9002\u5408\u3002</p>\n<p>\u5982\u679c\u4f60\u662f\u60f3\u63a5\u5916\u5305\u8d5a\u94b1\uff0c\u8fd9\u4e2a\u4e5f\u4e0d\u9002\u5408\u3002</p>\n<p>\u5982\u679c\u4f60\u53ea\u60f3\u7b49\u522b\u4eba\u628a\u9700\u6c42\u5199\u5f97\u6e05\u6e05\u695a\u695a\uff0c\u7136\u540e\u4f60\u7167\u7740\u505a\uff0c\u8fd9\u4e2a\u4e5f\u4e0d\u592a\u9002\u5408\u3002</p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u73b0\u5728\u975e\u5e38\u65e9\u671f\uff0c\u80af\u5b9a\u4f1a\u6709\u5f88\u591a\u4e0d\u786e\u5b9a\u3002</p>\n<p>\u53ef\u80fd\u4eca\u5929\u89c9\u5f97\u8fd9\u4e2a\u65b9\u5411\u5bf9\uff0c\u660e\u5929\u95ee\u5b8c\u771f\u5b9e\u7528\u6237\u53c8\u53d1\u73b0\u8981\u6539\u3002\n\u53ef\u80fd\u4e00\u4e2a\u529f\u80fd\u505a\u51fa\u6765\uff0c\u53d1\u73b0\u6839\u672c\u6ca1\u4eba\u9700\u8981\u3002\n\u4e5f\u53ef\u80fd\u4e00\u4e2a\u5c0f\u70b9\u8dd1\u901a\u4e86\uff0c\u7a81\u7136\u53d1\u73b0\u8fd9\u4e1c\u897f\u6709\u70b9\u610f\u601d\u3002</p>\n<p>\u6240\u4ee5\u66f4\u9002\u5408\u90a3\u79cd\u80fd\u63a5\u53d7\u6df7\u4e71\u3001\u613f\u610f\u4e00\u8d77\u8bd5\u9519\u7684\u4eba\u3002</p>\n<hr/>\n<h2>\u5408\u4f5c\u65b9\u5f0f</h2>\n<p>\u5f88\u76f4\u63a5\uff1a</p>\n<p>\u6ca1\u5de5\u8d44\u3002\n\u6ca1\u9884\u7b97\u3002\n\u4e0d\u662f\u62db\u8058\u3002\n\u4e0d\u662f\u5916\u5305\u3002\n\u73b0\u5728\u5c31\u662f\u7eaf\u5174\u8da3\u5408\u4f5c\u3002</p>\n<p>\u5982\u679c\u540e\u9762\u771f\u7684\u505a\u51fa\u70b9\u4e1c\u897f\uff0c\u6709\u7528\u6237\u3001\u6709\u6536\u5165\u3001\u6709\u878d\u8d44\uff0c\u6216\u8005\u6709\u660e\u786e\u5546\u4e1a\u5316\u53ef\u80fd\uff0c\u518d\u8ba4\u771f\u804a\u6536\u76ca\u3001\u5206\u6210\u3001\u5408\u4f19\u8fd9\u4e9b\u3002</p>\n<p>\u73b0\u5728\u9636\u6bb5\u5c31\u522b\u8c08\u592a\u865a\u7684\u3002</p>\n<p>\u80fd\u4e00\u8d77\u628a\u7b2c\u4e00\u4e2a\u80fd\u7528\u7684\u7248\u672c\u6298\u817e\u51fa\u6765\uff0c\u5c31\u5df2\u7ecf\u5f88\u4e0d\u9519\u4e86\u3002</p>\n<hr/>\n<h2>\u4e3a\u4ec0\u4e48\u8fd8\u503c\u5f97\u4e00\u8d77\u73a9</h2>\n<p>\u56e0\u4e3a\u8fd9\u4e2a\u65b9\u5411\u6211\u89c9\u5f97\u8fd8\u633a\u6709\u610f\u601d\u3002</p>\n<p>\u73b0\u5728\u5f88\u591a AI \u5e94\u7528\u90fd\u662f\u5957\u58f3\u804a\u5929\uff0c\u804a\u5b8c\u5c31\u6ca1\u4e86\u3002\u76ee\u524d\u5b9e\u9645\u843d\u5730\u7684\u6211\u8ba4\u4e3a\u53ea\u6709\u7a0b\u5e8f\u5458\u8fd9\u4e2a\u5782\u7c7b,\u901a\u7528 agent \u5728\u5782\u7c7b\u4e2d\u53c8\u4e0d\u591f\u4e13\u4e1a,\u9700\u8981\u4f7f\u7528\u8005\u53bb\u6298\u817e/\u4e86\u89e3</p>\n<p>\u4f46\u6211\u66f4\u611f\u5174\u8da3\u7684\u662f\u90a3\u79cd\u80fd\u771f\u6b63\u8fdb\u5165\u5de5\u4f5c\u6d41\u7684\u4e1c\u897f\uff1a</p>\n<p>\u4e0d\u662f\u8ba9 AI \u966a\u4f60\u804a\u5929\uff0c\n\u800c\u662f\u8ba9 AI \u5e2e\u4f60\u628a\u4e00\u4ef6\u5177\u4f53\u7684\u5de5\u4f5c\u5f80\u524d\u63a8\u8fdb\u3002</p>\n<p>\u800c\u4e14\u8fd9\u6b21\u4e0d\u662f\u7eaf\u8111\u8865\u573a\u666f\uff0c\u540e\u9762\u4f1a\u6709\u5782\u7c7b\u4ece\u4e1a\u8005\u4e00\u8d77\u53cd\u9988\u3002</p>\n<p>\u505a\u51fa\u6765\u4e4b\u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u62ff\u771f\u5b9e\u573a\u666f\u6d4b\u3002</p>\n<p>\u8fd9\u70b9\u6211\u89c9\u5f97\u6bd4\u81ea\u5df1\u5173\u8d77\u95e8\u505a Demo \u6709\u610f\u601d\u3002</p>\n<hr/>\n<h2>\u9002\u5408\u4f60\uff0c\u5982\u679c\u4f60</h2>\n<ul>\n<li>\u6700\u8fd1\u4e5f\u5728\u5173\u6ce8 AI Agent</li>\n<li>\u60f3\u627e\u4e2a\u771f\u5b9e\u9879\u76ee\u7ec3\u624b</li>\n<li>\u6709\u70b9\u65f6\u95f4</li>\n<li>\u4e0d\u4ecb\u610f\u65e9\u671f\u6ca1\u94b1</li>\n<li>\u613f\u610f\u4e00\u8d77\u8ba8\u8bba\u4ea7\u54c1</li>\n<li>\u613f\u610f\u8fb9\u505a\u8fb9\u6539</li>\n<li>\u4e0d\u6015\u8e29\u5751</li>\n<li>\u60f3\u770b\u770b AI \u5728\u5782\u7c7b\u573a\u666f\u91cc\u5230\u5e95\u80fd\u4e0d\u80fd\u8dd1\u901a</li>\n</ul>\n<hr/>\n<h2>\u4e0d\u9002\u5408\u4f60\uff0c\u5982\u679c\u4f60</h2>\n<ul>\n<li>\u53ea\u60f3\u627e\u7a33\u5b9a\u5de5\u4f5c</li>\n<li>\u53ea\u60f3\u63a5\u4ed8\u8d39\u5916\u5305</li>\n<li>\u6ca1\u4ec0\u4e48\u65f6\u95f4</li>\n<li>\u4e0d\u613f\u610f\u81ea\u5df1\u67e5\u8d44\u6599</li>\n<li>\u53ea\u60f3\u505a\u660e\u786e\u9700\u6c42</li>\n<li>\u4e0d\u5173\u5fc3\u771f\u5b9e\u7528\u6237</li>\n<li>\u53ea\u60f3\u73a9\u6280\u672f Demo</li>\n<li>\u542c\u5230\u6ca1\u5de5\u8d44\u5c31\u96be\u53d7</li>\n</ul>\n<hr/>\n<h2>\u611f\u5174\u8da3\u7684\u8bdd\u53ef\u4ee5\u804a\u804a</h2>\n<p>\u5982\u679c\u4f60\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u7b80\u5355\u8bf4\u4e0b\uff1a</p>\n<ol>\n<li>\u4f60\u4f1a\u4ec0\u4e48\u6280\u672f\u6808\uff1f</li>\n<li>\u6709\u6ca1\u6709\u7528\u8fc7\u5927\u6a21\u578b API \uff1f</li>\n<li>\u6709\u6ca1\u6709\u505a\u8fc7 Agent \u3001RAG \u3001\u6587\u6863\u5904\u7406\u6216\u8005 AI Demo \uff1f</li>\n<li>\u6bcf\u5468\u5927\u6982\u80fd\u6295\u5165\u591a\u5c11\u65f6\u95f4\uff1f</li>\n<li>\u4f60\u66f4\u60f3\u6298\u817e\u540e\u7aef\u3001Agent \u3001\u6587\u6863\u5904\u7406\u3001RAG \uff0c\u8fd8\u662f\u524d\u7aef\uff1f</li>\n</ol>\n<p>\u4e0d\u7528\u5199\u5f88\u6b63\u5f0f\u7684\u7b80\u5386\u3002</p>\n<p>\u7b80\u5355\u804a\u804a\u5c31\u884c\u3002</p>\n<p>\u8054\u7cfb\u65b9\u5f0f: eW91ZGFuZ21teg==</p>\n", 
      "date_published": "2026-06-26T02:49:06+00:00", 
      "title": "\u60f3\"\u767d\u5ad6\"\u4e00\u4e2a\u6709\u5145\u88d5\u65f6\u95f4\u7684 agent \u5f00\u53d1", 
      "id": "https://www.v2ex.com/t/1223005"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/greatchenny", 
        "name": "greatchenny", 
        "avatar": "https://cdn.v2ex.com/gravatar/5d878865aca0d99fad0b27fc570c11a8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1222715", 
      "date_modified": "2026-06-25T03:58:17+00:00", 
      "content_html": "\u8981\u6c42\uff1a\u5168\u6808\uff0c\u5bf9\u81ea\u5df1\u7684\u4ea7\u54c1\u6709\u8981\u6c42\u3002<br />\u505a\u4e00\u4e2a\u7c7b\u4f3c\u6d2a\u6069\u8bc6\u5b57\u7c7b\u7684\u4ea7\u54c1<br /><br />\u5173\u4e8e\u6211\uff1a\u524d\u7aef\u51fa\u751f \u505a\u8fc7\u4ea7\u54c1 \u5e02\u573a\uff0c\u6709\u8fc7\u6210\u529f\u7684\u521b\u4e1a\u7ecf\u9a8c\uff0c\u6709\u73b0\u5728\u8981\u505a\u7684\u4ea7\u54c1\u7684\u6e20\u9053\u8d44\u6e90\u3002<br />\u5408\u4f5c\u5f62\u5f0f\uff1a\u6280\u672f\u5408\u4f19\uff0c\u957f\u671f\u5408\u4f5c\uff0c\u6309\u9500\u552e\u91d1\u989d\u8fdb\u884c\u6bd4\u4f8b\u5206\u6210\uff0c\u5c31\u8fd9\u4e48\u7b80\u5355\u3002", 
      "date_published": "2026-06-25T03:13:37+00:00", 
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      "id": "https://www.v2ex.com/t/1222715"
    }, 
    {
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        "name": "jununhsu", 
        "avatar": "https://cdn.v2ex.com/gravatar/04a92ffd7108b44c9d3339c7f714650c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221925", 
      "date_modified": "2026-06-23T00:08:05+00:00", 
      "content_html": "<p>\u6765\u95ee\u95ee\uff0c\u5927\u5bb6\u5728\u5de5\u4f5c/\u5b66\u4e60\u4e2d\u6709\u6ca1\u6709\u9047\u5230\u8fc7 LLM-Ready \u6570\u636e\u7684\u51c6\u5907\u3001\u4ee5\u53ca\u6a21\u578b\u8bad\u7ec3\u7684\u52a8\u6001\u6570\u636e\u8c03\u6574\u7684\u4efb\u52a1\uff5e </p>\n<p>\u5750\u6807\u4e0a\u6d77\u5f90\u6c47\uff0c\u6709\u505a\u8fd9\u4e2a\u65b9\u5411\u7684\u4e5f\u53ef\u4ee5\u7ea6\u4e2a coffe chat \uff0c\u6211\u8bf7\u5ba2\uff5e</p>\n", 
      "date_published": "2026-06-22T03:28:41+00:00", 
      "title": "\u4e0a\u6d77\u5f90\u6c47\uff0c coffe chat\uff0c LLM-Ready \u6570\u636e\u65b9\u5411", 
      "id": "https://www.v2ex.com/t/1221925"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zf2187", 
        "name": "zf2187", 
        "avatar": "https://cdn.v2ex.com/avatar/3352/4dc2/410023_large.png?m=1786270733"
      }, 
      "url": "https://www.v2ex.com/t/1221764", 
      "title": "A2A \u8f6f\u4ef6\u62db\u52df\u8fd0\u8425\u4f19\u4f34-\u8fde\u8fde AI", 
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      "date_published": "2026-06-21T08:59:59+00:00", 
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      "url": "https://www.v2ex.com/t/1219480", 
      "title": "[\u5168\u804c/\u5408\u4f19\u4eba]\u9879\u76ee\u5bfb\u627e\u5408\u4f19\u4eba Golang&Vue3 \u5168\u6808\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1219480", 
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      "url": "https://www.v2ex.com/t/1218176", 
      "title": "\u6709\u6ca1\u6709\u4f1a cocos \u7684\u670b\u53cb [shenzhen]", 
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      "date_published": "2026-06-01T13:02:08+00:00", 
      "title": "\u62db\u52df\u91cf\u5316\u5f00\u53d1/\u91cf\u5316\u7814\u7a76\u5408\u4f5c\u6280\u672f\u4f19\u4f34\uff08 Python /MQL\uff09", 
      "id": "https://www.v2ex.com/t/1217122"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/cphilo", 
        "name": "cphilo", 
        "avatar": "https://cdn.v2ex.com/avatar/253e/fe0d/92304_large.png?m=1444478348"
      }, 
      "url": "https://www.v2ex.com/t/1216864", 
      "date_modified": "2026-05-31T17:41:44+00:00", 
      "content_html": "<h3>\ud83d\udccc \u5173\u4e8e\u6211\u4eec\u4e0e\u9879\u76ee</h3>\n<ul>\n<li><strong>\u76ee\u524d\u72b6\u6001</strong>\uff1a\u5904\u4e8e\u521d\u521b\u9636\u6bb5\uff0c\u6838\u5fc3\u6210\u5458\uff08\u6211\uff09\u6df1\u8015<strong>\u8f6f\u4ef6\u5f00\u53d1\u591a\u5e74</strong>\uff0c\u6280\u672f\u5e95\u5ea7\u624e\u5b9e\u3002</li>\n<li><strong>\u4ea7\u54c1\u65b9\u5411</strong>\uff1a<strong>\u8f66\u8f7d\u97f3\u4e50\u76d2\u5b50</strong>\uff08\u7ed3\u5408 <strong>AI</strong> \u6982\u5ff5\uff09\uff0c\u65e8\u5728\u6253\u9020\u65b0\u4e00\u4ee3\u7684\u667a\u80fd\u8f66\u8f7d\u97f3\u9891\u4f53\u9a8c\u3002</li>\n<li><strong>\u4e3a\u4ec0\u4e48\u9650\u5e7f\u6df1</strong>\uff1a\u4e3a\u4e86\u65b9\u4fbf\u524d\u671f\u7684\u7ebf\u4e0b\u6df1\u5ea6\u4ea4\u6d41\u3002\u7531\u4e8e\u65e9\u671f\u4ea7\u54c1\u6d89\u53ca<strong>\u91cf\u4ea7\u4ea4\u4ed8</strong>\uff0c\u6df1\u5733\u5b8c\u5584\u7684\u786c\u4ef6\u4f9b\u5e94\u94fe\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\uff0c\u56e0\u6b64\u5e0c\u671b\u4f60 base \u5728<strong>\u5e7f\u5dde\u6216\u6df1\u5733</strong>\uff08\u6df1\u5733\u5c24\u4f73\uff09\u3002</li>\n</ul>\n<hr/>\n<h3>\ud83d\udee0 \u804c\u4f4d\u8981\u6c42 (Your Role)</h3>\n<p>\u65e9\u671f\u9636\u6bb5\uff0c\u4f60\u9700\u8981<strong>\u8d1f\u8d23\u786c\u4ef6\u7684\u843d\u5730\u4e0e\u5b9e\u73b0</strong>\u3002\u6211\u4eec\u5e0c\u671b\u4f60\u5177\u5907\u4ee5\u4e0b\u7279\u8d28\uff1a</p>\n<ol>\n<li><strong>\u6838\u5fc3\u786c\u5b9e\u529b</strong>\uff1a\u7ecf\u9a8c\u4e30\u5bcc\u7684<strong>\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08</strong>\uff0c\u80fd\u72ec\u7acb\u641e\u5b9a\u4ece\u65b9\u6848\u9009\u578b\u3001\u539f\u7406\u56fe/PCB \u8bbe\u8ba1\u5230\u56fa\u4ef6\u5f00\u53d1\u7684\u5168\u6d41\u7a0b\u3002</li>\n<li>\n<strong>\u52a0\u5206\u9879\uff08\u4f18\u5148\u8003\u8651\uff09</strong>\uff1a<ul>\n<li><strong>\u6c7d\u8f66\u786c\u4ef6\u80cc\u666f</strong>\uff1a\u505a\u8fc7\u8f66\u8f7d\u7535\u5b50\u4ea7\u54c1\uff08\u5982\u8f66\u673a\u3001OBD \u3001\u8f66\u8f7d\u914d\u4ef6\u7b49\uff09\uff0c\u719f\u6089\u8f66\u89c4\u7ea7\u8981\u6c42\u3001\u7535\u6e90\u7ba1\u7406\u6216\u8f66\u5185\u901a\u8baf\u8005\u5927\u52a0\u5206\u3002</li>\n<li><strong>\u97f3\u9891\u4ea7\u54c1\u7ecf\u9a8c</strong>\uff1a\u505a\u8fc7\u64ad\u653e\u5668\u3001\u97f3\u9891\u89e3\u7801\u3001\u84dd\u7259\u97f3\u9891\u3001\u6570\u5b57\u529f\u653e\u7b49\u97f3\u4e50\u786c\u4ef6\u4ea7\u54c1\u8005\u4f18\u5148\u3002</li>\n</ul>\n</li>\n</ol>\n<hr/>\n<h3>\ud83e\udd1d \u5408\u4f5c\u65b9\u5f0f (How We Work)</h3>\n<p>\u6211\u4eec\u5fc3\u6001\u5f00\u653e\uff0c\u5c0a\u91cd\u6280\u672f\u4ef7\u503c\uff0c\u5f62\u5f0f\u53ef\u7075\u6d3b\u652f\u6301\uff1a</p>\n<ul>\n<li><strong>\u65b9\u6848 A \uff08\u9879\u76ee\u5236\uff09</strong>\uff1a\u6309\u7167\u9879\u76ee\u91cc\u7a0b\u7891\u76f4\u63a5\u7ed3\u7b97\u73b0\u91d1\u62a5\u916c\u3002</li>\n<li><strong>\u65b9\u6848 B \uff08\u5408\u4f19\u4eba\u5236\uff09</strong>\uff1a\u57fa\u7840\u62a5\u916c + \u4e00\u5b9a\u6bd4\u4f8b\u7684\u671f\u6743/\u80a1\u6743\uff08\u9002\u5408\u770b\u597d AI + \u8f66\u8f7d\u97f3\u9891\u8d5b\u9053\uff0c\u60f3\u4e00\u8d77\u641e\u70b9\u4e8b\u60c5\u7684\u957f\u671f\u4f19\u4f34\uff09\u3002</li>\n</ul>\n<hr/>\n<h3>\ud83d\udce5 \u600e\u4e48\u8054\u7cfb\u6211</h3>\n<p>\u5982\u679c\u4f60\u5bf9\u8fd9\u4e2a\u65b9\u5411\u611f\u5174\u8da3\uff0c\u6216\u8005\u6709\u670b\u53cb\u63a8\u8350\uff0c\u6b22\u8fce\u8054\u7cfb\u6211\u8be6\u804a\uff01</p>\n<ul>\n<li><strong>wx</strong>\uff1a<code>base64 encoded: Q3BoaWxv</code></li>\n<li><em>(\u52a0 wx \u65f6\u8bf7\u5907\u6ce8\uff1a\u59d3\u540d-\u5d4c\u5165\u5f0f-\u5e7f\u6df1)</em></li>\n</ul>\n", 
      "date_published": "2026-05-31T17:35:39+00:00", 
      "title": "\u62db\u8058\u5d4c\u5165\u5f0f\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1216864"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/royalknight", 
        "name": "royalknight", 
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      "url": "https://www.v2ex.com/t/1216813", 
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      "content_html": "<p>\u6211\u53d1\u73b0\u7a0b\u5e8f\u5458\u73b0\u5728\u53ef\u4ee5\u4f9d\u9760\u81ea\u5df1\u4f18\u52bf\uff0c\u53bb\u8d4b\u80fd\u5176\u4ed6\u4ea7\u4e1a\u4e86\u3002</p>\n<p>\u4f46\u662f\u81ea\u5df1\u627e\u8d44\u6e90\u7684\u8bdd\u5f88\u96be\uff0c\u6240\u4ee5\u521b\u5efa\u4e86\u4e00\u4e2a\u7fa4\uff0c\u6b22\u8fce\u5404\u4f4d\u52a0\u5165\uff0c\u7fa4\u91cc\u6709 opc \u8d44\u6e90\u5206\u4eab\u3002</p>\n<p>\u53ef\u4ee5\u52a0\u6211\u5fae\u4fe1\uff08 b64 \uff09\uff1adWVudXN1bm9nYWlkbw==</p>\n", 
      "date_published": "2026-05-31T11:16:36+00:00", 
      "title": "\u5efa\u4e86\u4e00\u4e2a\u8f6c\u884c\u7fa4\uff0c\u5206\u4eab\u8d44\u6e90", 
      "id": "https://www.v2ex.com/t/1216813"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/benjaminx", 
        "name": "benjaminx", 
        "avatar": "https://cdn.v2ex.com/gravatar/9db2af27aaee3f2400b8b29ab4a75a91?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1216350", 
      "date_modified": "2026-05-29T01:46:40+00:00", 
      "content_html": "<p>Hey everyone,</p>\n<p>I'm a systems programmer with experience in <strong>Go and Rust</strong>, and I'm looking to build a serious, production-grade <strong>automated trading bot</strong> connected to Bybit and/or Binance. I've done my homework on the technical side \u2014 WebSocket market data feeds, order execution, risk management infrastructure \u2014 but I want to build this as a team rather than solo, because the hardest part isn't the code: it's the <strong>strategy</strong>.</p>\n<hr/>\n<h3>\ud83c\udfaf What I'm building</h3>\n<p>A fully automated crypto trading system covering:</p>\n<ul>\n<li>Real-time market data ingestion (order book, trades, candlesticks)</li>\n<li>Strategy engine with pluggable signal modules</li>\n<li>Order execution with smart routing and latency optimization</li>\n<li>Risk management layer (position sizing, drawdown limits, circuit breakers)</li>\n<li>Backtesting framework with realistic slippage and fee modeling</li>\n<li>Deployed on low-latency VPS close to exchange infrastructure</li>\n</ul>\n<hr/>\n<h3>\ud83d\udc65 Who I'm looking for</h3>\n<p><strong>Most needed:</strong></p>\n<ul>\n<li>People with experience or serious interest in <strong>quantitative trading strategies</strong> \u2014 mean reversion, stat arb, funding rate arbitrage, trend following, market making, etc.</li>\n<li>Anyone who has built or studied <strong>backtesting frameworks</strong> and understands the pitfalls (overfitting, lookahead bias, survivorship bias)</li>\n</ul>\n<p><strong>Also welcome:</strong></p>\n<ul>\n<li>Go or Rust developers who want to work on something non-trivial</li>\n<li>People with a background in <strong>data science / ML</strong> applied to price/order flow data</li>\n<li>Traders (manual or algorithmic) who understand market microstructure</li>\n</ul>\n<p>You don't need to be an expert in everything \u2014 genuine curiosity, intellectual honesty, and willingness to learn matter more than credentials.</p>\n<hr/>\n<h3>\ud83e\udd1d How I see this working</h3>\n<p>This would be a <strong>collaborative side project</strong> to start \u2014 no money on the table yet, just building and learning together. If we find a strategy with a genuine edge, we can discuss deploying real capital as a group. I believe in transparency: shared codebase (private repo), open discussion on strategy logic, and honest reporting of backtest and live results.</p>\n<p>I'm not interested in hype or \"guaranteed profit\" thinking. I want people who understand this is hard, uncertain work \u2014 and find that <em>exciting</em> rather than discouraging.</p>\n<hr/>\n<h3>\ud83d\udcec Reach out if...</h3>\n<ul>\n<li>You've thought about algo trading but didn't want to go it alone</li>\n<li>You have strategy ideas you've never had the engineering bandwidth to test properly</li>\n<li>You're a developer who wants a technically challenging, real-world project</li>\n<li>You just want to learn how this world works alongside others</li>\n</ul>\n<p>Drop a comment or DM with a bit about your background and what you'd bring to the table. Looking forward to meeting some like-minded people! \ud83d\ude80</p>\n<p>Contact: d2lsbGlhbWxzaEBwcm90b25tYWlsLmNvbQ==</p>\n", 
      "date_published": "2026-05-29T01:38:39+00:00", 
      "title": "\ud83e\udd16 Building an Algorithmic Trading Bot \u2014 Looking for Collaborators (Programmers + Traders Welcome)", 
      "id": "https://www.v2ex.com/t/1216350"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/AndyChina", 
        "name": "AndyChina", 
        "avatar": "https://cdn.v2ex.com/gravatar/ecb03567816a5984f3733f0333021980?s=73&d=retro"
      }, 
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      "url": "https://www.v2ex.com/t/1213342", 
      "title": "\u91cf\u5316\u81ea\u8425\u56e2\u961f\u62db AI Agent \u5f00\u53d1", 
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