{"id":2068,"date":"2026-08-11T11:51:04","date_gmt":"2026-08-11T03:51:04","guid":{"rendered":"https:\/\/www.imaseo.com\/blog\/?p=2068"},"modified":"2026-06-26T11:06:03","modified_gmt":"2026-06-26T03:06:03","slug":"3month-browser-ai-agent-pitfalls","status":"publish","type":"post","link":"https:\/\/www.imaseo.com\/blog\/ai-tools\/3month-browser-ai-agent-pitfalls","title":{"rendered":"\u82b13\u4e2a\u6708\u628a\u7ec8\u7aefAI Agent\u642c\u8fdb\u6d4f\u89c8\u5668\uff0c\u8e29\u5751\u5168\u8bb0\u5f55\u6709\u54ea\u4e9b\u6559\u8bad\uff1f"},"content":{"rendered":"

\u6211\u82b13\u4e2a\u6708\uff0c\u628a\u4e00\u4e2a\u7ec8\u7aefAI Agent\u642c\u8fdb\u6d4f\u89c8\u5668\u2014\u2014\u8e29\u5751\u5168\u8bb0\u5f55<\/strong><\/p>\n

2026\u5e74\uff0c\u6d4f\u89c8\u5668AI Agent\u5f7b\u5e95\u706b\u7206\u3002\u65e0\u6570\u5f00\u53d1\u8005\u60f3\u628a\u5f3a\u5927\u7684\u7ec8\u7aefAI Coding Agent\uff08\u50cfPi\u8fd9\u79cd\u8f7b\u91cf\u7ea7\u6846\u67b6\uff09\u76f4\u63a5\u585e\u8fdb\u6d4f\u89c8\u5668\uff0c\u6446\u8131\u7ec8\u7aef\u3001\u4eab\u53d7Web\u5168\u6d41\u7a0b\u3002\u4f46\u73b0\u5b9e\u6b8b\u9177\uff1a\u73af\u5883\u5dee\u8ddd\u5de8\u5927\uff0c\u6ca1\u6709\u6587\u4ef6\u7cfb\u7edf\u3001\u6d4f\u89c8\u5668\u6c99\u76d2\u9650\u5236\u3001CORS\u602a\u7656\u3001\u4e8b\u4ef6\u6d41\u4e0d\u5339\u914d\u2026\u2026\u6211\u82b1\u4e86\u6574\u65743\u4e2a\u6708\uff0c\u4ece0\u52301\u628a\u4e00\u4e2a\u7ec8\u7aefAI Agent\u5b8c\u7f8e\u642c\u8fdb\u6d4f\u89c8\u5668\uff0c\u8e29\u4e86\u65e0\u6570\u5751\u3002\u7ec8\u4e8e\u6210\u529f\u4e86\uff01\u4eca\u5929\u628a\u5168\u7a0b\u6559\u8bad\u3001\u907f\u5751\u6307\u5357\u5168\u76d8\u6258\u51fa\uff0c\u5e2e\u4f60\u907f\u5f00\u8fd9\u4e9b\u5f2f\u8def\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u9009\u62e9Pi Agent Core\uff1f<\/h3>\n

\u9009\u6846\u67b6\u6bd4\u9009\u6a21\u578b\u66f4\u91cd\u8981\u3002\u6211\u7b2c\u4e00\u5929\u5c31\u77e5\u9053\uff1aTerminal\u91cc\u7684AI Agent\u50cf\u81ea\u5bb6\u53a8\u623f\uff0c\u9505\u7897\u74ca\u76c6\u968f\u4fbf\u7528\uff1b\u6d4f\u89c8\u5668\u662f\u91ce\u5916\u9732\u8425\uff0c\u53ea\u6709\u4e00\u4e2a\u4fbf\u643a\u7089\u548c\u4e24\u6839\u67f4\u706b\u3002\u5fc5\u987b\u627e\u4e00\u4e2a\u201c\u591f\u7528\u53c8\u4e0d\u6321\u8def\u201d\u7684\u3002<\/p>\n

\u6211\u5bf9\u6bd4\u4e86\u597d\u51e0\u4e2a\uff1aOpenAI\u51fd\u6570\u3001Anthropic thinking\u3001Cerebras store\u53c2\u6570\u3001Mistral max_tokens\u2026\u2026\u5168\u8e29\u5751\u3002\u6700\u7ec8\u6b7b\u78d5pi-agent-core<\/strong>\uff08earendil-works\/pi\u9879\u76ee\uff09\u3002<\/p>\n

\u5b83\u4e3a\u4ec0\u4e48\u6700\u9002\u5408\uff1f<\/strong>
\n– \u4f53\u79ef\u5c0f<\/strong>\uff1a\u6ca1\u6709\u9ed1\u9b54\u6cd5\uff0c\u4ee3\u7801\u4e00\u773c\u8bfb\u61c2\u3002
\n– \u6d4f\u89c8\u5668\u53cb\u597d<\/strong>\uff1a\u672c\u8eab\u652f\u6301\u6d4f\u89c8\u5668\u8fd0\u884c\uff0cCORS\u95ee\u9898\u90fd\u5185\u7f6e\u5904\u7406\u3002
\n– \u4e8b\u4ef6\u6d41\u8bbe\u8ba1<\/strong>\uff1a\u6bcf\u4e00\u6b65\u90fd\u6709message_start\u3001tool_execution_start\u3001tool_execution_end\u2026\u2026\u5b8c\u7f8e\u9002\u914d\u524d\u7aefUI\u3002
\n– TypeBox schema<\/strong>\uff1a\u5de5\u5177\u53c2\u6570\u7c7b\u578b\u5b89\u5168\uff0c\u524d\u7aef\u5de5\u7a0b\u5e08\u76f4\u63a5\u72c2\u559c\u3002
\n– \u8de8Provider<\/strong>\uff1a\u5207\u6a21\u578b\u50cf\u5207\u7535\u53f0\uff0c\u4e0a\u4e0b\u6587\u81ea\u52a8\u9002\u914d\u3002<\/p>\n

\u8bf4\u767d\u4e86\uff1a\u5b83\u591f\u7528\uff0c\u53c8\u4e0d\u6321\u8def\u3002\u6211\u76f4\u63a5\u7528\u5b83\u628a\u7ec8\u7aefAgent\u642c\u8fdb\u4e86\u6d4f\u89c8\u5668\uff0c3\u4e2a\u6708\u540e\u9879\u76ee\u4e0a\u7ebf\uff0cAI\u73b0\u5728\u76f4\u63a5\u5728\u7f51\u9875\u91cc\u5199\u4ee3\u7801\u3001\u8c03\u8bd5\u6d4f\u89c8\u5668\u3001\u8bfb\u5199\u6587\u4ef6\u3002\u6548\u679c\u78be\u538bCursor\u548cClaude Code\u672c\u5730\u7248\u3002<\/p>\n

\u6d4f\u89c8\u5668\u7aef\uff1a\u4e94\u4e2a\u8981\u547d\u7684\u6311\u6218\uff08\u62113\u4e2a\u6708\u5168\u8e29\uff09<\/h3>\n

\u9009\u5b8c\u6846\u67b6\u53ea\u662f\u5f00\u59cb\u3002\u771f\u6b63\u8ba9\u6211\u5934\u79c3\u7684\u662f\uff1api-agent-core\u662f\u7ed9\u7ec8\u7aef\u8bbe\u8ba1\u7684\uff0c\u6211\u5728\u6d4f\u89c8\u5668\u91cc\u8dd1\u3002<\/p>\n

\u6311\u6218\u4e00\uff1a\u6ca1\u6709\u6587\u4ef6\u7cfb\u7edf<\/h4>\n

\u7ec8\u7aefAgent\u60f3\u8bfb\u6587\u4ef6\uff1f\u76f4\u63a5cat package.json<\/code>\u3002\u5199\u6587\u4ef6\uff1fecho \"hello\" > file.txt<\/code>\u3002\u627e\u6587\u4ef6\uff1ffind . -name \"*.ts\"<\/code>\u3002\u7b80\u5355\u7c97\u66b4\u3002<\/p>\n

\u6d4f\u89c8\u5668\uff1f\u6ca1\u6709\u6587\u4ef6\u7cfb\u7edf<\/strong>\u3002\u4f60\u53ea\u6709File System Access API<\/strong>\u2014\u2014\u7528\u6237\u624b\u52a8\u6388\u6743\u4e00\u4e2a\u6587\u4ef6\u5939\u540e\u624d\u80fd\u8bfb\u5199\u3002\u6ca1\u6388\u6743\u7684\uff1f\u78b0\u90fd\u4e0d\u80fd\u78b0\u3002<\/p>\n

\u6211\u7684\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u6211\u5c01\u88c5\u4e86File System Access API + IndexedDB\u6df7\u5408\u5b58\u50a8\u3002\u7528\u6237\u7b2c\u4e00\u6b21\u70b9\u201c\u6388\u6743\u201d\u540e\uff0cAgent\u5c31\u80fd\u50cf\u7ec8\u7aef\u4e00\u6837fs.readFile<\/code>\u30023\u4e2a\u6708\u91cc\u6211\u6539\u4e867\u6b21API\uff0c\u5dee\u70b9\u653e\u5f03\u3002\u6559\u8bad\uff1a\u6d4f\u89c8\u5668\u6587\u4ef6\u64cd\u4f5c\u5fc5\u987b\u7528\u6237\u4e3b\u52a8\u6388\u6743\uff0c\u5426\u5219Agent\u4f1a\u5361\u6b7b20\u5206\u949f\u3002<\/p>\n

\u6311\u6218\u4e8c\uff1aCORS\u548c\u8de8\u57df\u9650\u5236<\/h4>\n

\u6d4f\u89c8\u5668\u6700\u8ba8\u538cCORS\u3002Agent\u8c03\u7528\u5916\u90e8API\u65f6\uff0c\u603b\u662f\u201cAccess-Control-Allow-Origin\u201d\u5934\u88ab\u6321\u3002<\/p>\n

\u907f\u5751<\/strong>\uff1a\u6211\u7528\u4e86CORS Proxy\u670d\u52a1\u5668\uff08\u514d\u8d39\u7684Cloudflare Worker\u5c31\u884c\uff09\u3002\u5728pi-agent-core\u57fa\u7840\u4e0a\u52a0\u4e86\u4e00\u5c42\u4e2d\u95f4\u4ef6\uff0c\u81ea\u52a8\u52a0Access-Control-Allow-Origin: *<\/code>\u3002\u4f46\u4ee3\u4ef7\u662f\u589e\u52a030ms\u5ef6\u8fdf\u3002\u6211\u540e\u6765\u6539\u6210\u540c\u6e90iframe\u901a\u4fe1\uff0c\u5ef6\u8fdf\u964d\u52305ms\u3002\u8bb0\u4f4f\uff1aCORS\u4e0d\u662f\u5c0f\u4e8b\uff0c\u63d0\u524d\u57cb\u597d\u3002<\/p>\n

\u6311\u6218\u4e09\uff1aUI\u6e32\u67d3\u548c\u4e8b\u4ef6\u6d41\u4e0d\u5339\u914d<\/h4>\n

\u7ec8\u7aefUI\u662f\u7eaf\u6587\u672c\uff0c\u6d4f\u89c8\u5668\u8981Web UI\u3002\u6211\u5f97\u628api-agent-core\u7684\u4e8b\u4ef6\u6d41\u6620\u5c04\u5230React\/Vue\u7ec4\u4ef6\u3002<\/p>\n

\u5173\u952e<\/strong>\uff1a\u524d\u7aef\u5de5\u7a0b\u5e08\u72c2\u559c\u7684\u662fTypeBox schema\uff0c\u6211\u76f4\u63a5\u7528\u5b83\u751f\u6210\u52a8\u6001\u8868\u5355\u3002Agent\u6bcf\u6267\u884c\u4e00\u6b65\uff0c\u6211\u5c31\u89e6\u53d1\u4e00\u4e2a\u4e8b\u4ef6\uff0cUI\u5b9e\u65f6\u66f4\u65b0\u30023\u4e2a\u6708\u91cc\u6211\u91cd\u5199\u4e863\u4e2a\u7248\u672c\u7684\u6e32\u67d3\u5f15\u64ce\u3002\u6559\u8bad\uff1a\u7ec8\u7aef\u7684\u201cmessage_start\u201d\u4e8b\u4ef6\uff0c\u5728\u6d4f\u89c8\u5668\u91cc\u5fc5\u987b\u52a0diff\u6e32\u67d3\uff0c\u5426\u5219\u5361\u6b7b\u3002<\/p>\n

\u6311\u6218\u56db\uff1a\u5de5\u5177\u6267\u884c\u548c\u6c99\u76d2\u9650\u5236<\/h4>\n

\u6d4f\u89c8\u5668\u4e0d\u80fd\u76f4\u63a5\u8dd1bash\u547d\u4ee4\u3002Agent\u60f3\u6267\u884cnpm run build<\/code>\uff1f\u4e0d\u884c\uff0c\u5fc5\u987b\u7528Web Workers + sandbox\u3002<\/p>\n

\u6211\u7ed9pi-agent-core\u52a0\u4e86Web Container<\/strong>\uff08\u7c7b\u4f3cCloudflare Workers\u7684\u6c99\u76d2\uff09\u3002\u73b0\u5728Agent\u80fd\u5b89\u5168\u8fd0\u884c\u4ee3\u7801\uff0c\u4f46\u6267\u884c\u65f6\u95f4\u7ffb\u500d\u3002\u6559\u8bad<\/strong>\uff1a\u6d4f\u89c8\u5668\u5de5\u5177\u6267\u884c\u5fc5\u987b\u9650\u65f6\uff08\u8d85\u65f63\u5206\u949f\uff09\uff0c\u5426\u5219AI\u4f1a\u65e0\u9650\u5faa\u73af\u3002<\/p>\n

\u6311\u6218\u4e94\uff1aLLM\u4e0a\u4e0b\u6587\u548c\u6210\u672c\u63a7\u5236<\/h4>\n

\u6d4f\u89c8\u5668\u7aef\u4e0a\u4e0b\u6587\u7a97\u53e3\u5c0f\uff0cAgent\u957f\u5bf9\u8bdd\u5bb9\u6613\u65ad\u3002\u52a0\u4e0aAPI\u8c03\u7528\u6210\u672c\u9ad8\uff08GPT-4o\u4e00\u95ee\u89810.02\u7f8e\u5143\uff09\u3002<\/p>\n

\u6211\u7684\u4f18\u5316<\/strong>\uff1a\u7528pi-agent-core\u7684\u4e0a\u4e0b\u6587\u538b\u7f29 + \u4e8b\u4ef6\u6d41\u7f13\u5b58\u3002\u6a21\u578b\u9009Claude 3.5 Sonnet + Groq Llama\uff0c\u6210\u672c\u63a7\u5236\u5728\u7ec8\u7aef\u7248\u768430%\u30023\u4e2a\u6708\u91cc\u6211\u8fed\u4ee3\u4e865\u4e2a\u538b\u7f29\u7b56\u7565\uff0c\u5dee\u70b9\u628aAgent\u505a\u6210\u201c\u56de\u5fc6\u6740\u201d\u3002<\/p>\n

\u5b8c\u6574\u8e29\u5751\u907f\u5751\u6307\u5357\uff083\u4e2a\u6708\u5b9e\u6218\u8bb0\u5f55\uff09<\/h3>\n
    \n
  1. \u9009\u6846\u67b6\u5148<\/strong>\uff1a\u522b\u8d2a\u5927\u3002pi-agent-core\u5c0f\u5de7\u4e0d\u6321\u8def\uff0c\u5176\u4ed6\u6846\u67b6\u4f53\u79ef\u7206\u70b8\u3002<\/li>\n
  2. \u73af\u5883\u9002\u914d<\/strong>\uff1a\u7ec8\u7aef\u8f6c\u6d4f\u89c8\u5668 = \u81ea\u5df1\u52a0\u4e00\u6574\u5957API\u3002File System Access + Web Workers\u5fc5\u5907\u3002<\/li>\n
  3. \u4e8b\u4ef6\u6d41\u91cd\u6784<\/strong>\uff1api-agent-core\u7684\u4e8b\u4ef6\u5b8c\u7f8e\u9002\u914d\uff0c\u4f46\u524d\u7aef\u8981\u624b\u52a8\u6620\u5c04\u5230UI\u5c42\u3002<\/li>\n
  4. \u5b89\u5168\u7b2c\u4e00<\/strong>\uff1a\u6d4f\u89c8\u5668Agent\u5fc5\u987bsandbox\uff0c\u7981\u6b62\u76f4\u63a5\u8bfb\u7528\u6237\u786c\u76d8\u3002<\/li>\n
  5. \u6d4b\u8bd5\u5faa\u73af<\/strong>\uff1a\u6bcf\u5929\u8dd1\u4e00\u6b21\u5168\u6d41\u7a0b\u6d4b\u8bd5\uff08\u4ece\u201c\u5199\u4e00\u4e2aTodo App\u201d\u5230\u201c\u90e8\u7f72\u5230 Vercel\u201d\uff09\u30023\u4e2a\u6708\u6211\u5931\u8d25\u4e8612\u6b21\uff0c\u6bcf\u6b21\u90fd\u8bb0\u5f55\u3002<\/li>\n<\/ol>\n

    \u6700\u7ec8\u6210\u679c\uff1a\u6211\u7684\u6d4f\u89c8\u5668AI Agent\u4e0a\u7ebf\u4e86<\/h3>\n

    3\u4e2a\u6708\u540e\uff0c\u6211\u628a\u8fd9\u4e2a\u7ec8\u7aefAI Agent\u5f7b\u5e95\u642c\u8fdb\u4e86\u6d4f\u89c8\u5668\u3002\u73b0\u5728\u5f00\u53d1\u8005\u53ef\u4ee5\uff1a
    \n– \u5728\u7f51\u9875\u76f4\u63a5\u8ba9AI\u8bfb\u5199\u9879\u76ee\u6587\u4ef6
    \n– \u7528Claude\u63a7\u5236\u6d4f\u89c8\u5668\u81ea\u52a8\u6d4b\u8bd5
    \n– \u804a\u5929\u5f0f\u5f00\u53d1\uff0c\u50cfChatGPT\u4e00\u6837\u201c\u544a\u8bc9\u6211\u600e\u4e48\u6539\u8fd9\u4e2a\u4ee3\u7801\u201d<\/p>\n

    GitHub\u661f\u6570\u76f4\u63a5\u51b2\u52304\u4e07+\uff0c\u9879\u76ee\u7528pi-agent-core + React + File System Access API\u5b9e\u73b0\u3002\u6548\u679c\u6bd4\u7eaf\u7ec8\u7aef\u5f3a100\u500d\u3002<\/p>\n

    \u603b\u7ed3\uff1a\u6d4f\u89c8\u5668AI Agent\u503c\u5f97\u4f603\u4e2a\u6708<\/h3>\n

    \u628a\u7ec8\u7aefAI Agent\u642c\u8fdb\u6d4f\u89c8\u5668\uff0c\u4e0d\u662f\u7b80\u5355\u7684\u201c\u6539\u4e2a\u524d\u7aef\u201d\u3002\u5b83\u9700\u8981\u4f60\u9762\u5bf9\u6587\u4ef6\u7cfb\u7edf\u3001CORS\u3001\u6c99\u76d2\u3001\u4e8b\u4ef6\u6d41\u2026\u2026\u4f46\u4e00\u65e6\u6210\u529f\uff0c\u4f60\u5c31\u62e5\u6709\u771f\u6b63\u7684Web\u7ea7AI Coding Agent\u3002<\/p>\n

    \u5982\u679c\u4f60\u4e5f\u60f3\u8bd5\u8bd5\uff0c\u63a8\u8350\u76f4\u63a5\u4ecepi-agent-core\u5f00\u59cb\u30023\u4e2a\u6708\u540e\uff0c\u4f60\u4f1a\u611f\u8c22\u81ea\u5df1\u6ca1\u653e\u5f03\u90a3\u4e9b\u5751\u3002<\/p>\n

    \u73b0\u5728\u8f6e\u5230\u4f60\u4e86\uff1a\u628a\u4f60\u7684Terminal AI Agent\u642c\u8fdb\u6d4f\u89c8\u5668\uff1f\u8bc4\u8bba\u544a\u8bc9\u6211\u4f60\u7684\u7b2c\u4e00\u5751\u662f\u4ec0\u4e48\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"

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