{"id":1518,"date":"2026-02-10T14:09:16","date_gmt":"2026-02-10T06:09:16","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=1518"},"modified":"2026-02-10T14:09:17","modified_gmt":"2026-02-10T06:09:17","slug":"%e6%b7%b1%e5%ba%a6%e8%ae%a8%e8%ae%baopenclaw%ef%bc%9a%e9%ab%98%e4%bb%b7%e5%80%bcagent-%e8%a7%a3%e9%94%8110x-token-%e6%b6%88%e8%80%97%ef%bc%8canthropic-%e8%b6%85%e8%b6%8a%e5%be%ae%e8%bd%af%e4%b9%8b","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2026\/02\/10\/1518\/","title":{"rendered":"\u6df1\u5ea6\u8ba8\u8bbaOpenClaw\uff1a\u9ad8\u4ef7\u503cAgent \u89e3\u950110x Token \u6d88\u8017\uff0cAnthropic \u8d85\u8d8a\u5fae\u8f6f\u4e4b\u8def\u5f00\u542f"},"content":{"rendered":"\n

2026\u5e74\u521a\u8fc7\u53bb\u4e00\u4e2a\u6708\uff0c\u4e00\u5927\u6ce2\u9ad8\u4ef7\u503cAgent\u5df2\u7ecf\u6251\u9762\u800c\u6765\uff0c\u5e76\u5728\u771f\u5b9e\u4f7f\u7528\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u8fdc\u8d85\u9884\u671f\u7684\u6548\u679c\u3002\u4eceCowork\u3001Clawdbot\uff08OpenClaw\uff09\u5230Claude in Excel\uff0c\u8fd9\u4e9b\u4ea7\u54c1\u4e0d\u518d\u53ea\u662f\u201c\u66f4\u806a\u660e\u7684\u52a9\u624b\u201d\uff0c\u800c\u662f\u5f00\u59cb\u76f4\u63a5\u63a5\u7ba1\u590d\u6742\u4efb\u52a1\u3001\u5d4c\u5165\u6838\u5fc3\u5de5\u4f5c\u6d41\uff0c\u5bf9\u65e2\u6709\u7684SaaS\u5f62\u6001\u4e0e\u4eba\u673a\u5206\u5de5\u65b9\u5f0f\u5f62\u6210\u5b9e\u8d28\u6027\u51b2\u51fb\u3002<\/p>\n\n\n\n

\u672c\u6587\u662f\u4e0a\u5468\u65e5\u6211\u4eec\u7ec4\u7ec7\u7684\u4e00\u573aBest Ideas\u6df1\u5ea6\u8ba8\u8bba\u7684\u603b\u7ed3\u5b9e\u5f55\uff0c\u6211\u4eec\u8ba8\u8bba\u7684\u5173\u6ce8\u70b9\u5e76\u4e0d\u4ec5\u4ec5\u5c40\u9650\u5728\u5355\u70b9\u4ea7\u54c1\u4f53\u9a8c\u4e0a\uff0c\u800c\u662f\u4ece\u66f4\u5e95\u5c42\u7684\u89c6\u89d2\u51fa\u53d1\uff0c\u5bf9Agent\u7684\u4ef7\u503c\u8fb9\u754c\u3001Infra\u673a\u4f1a\u30012026\u5e74token\u5927\u7206\u70b8\u4ee5\u53ca\u5546\u4e1a\u6a21\u5f0f\u53d8\u5316\u7b49\u91cd\u8981\u95ee\u9898\u8fdb\u884c\u4e86\u89c2\u70b9\u78b0\u649e\uff1a<\/p>\n\n\n\n

1.OpenClaw\u6700\u5927\u7684\u5de7\u601d\u662f\u9884\u88c5\u4e86Claude Skills\uff1b<\/p>\n\n\n\n

2.Excel\u662f\u751f\u4ea7\u529b\u7684\u653e\u5927\u548c\u5ef6\u4f38\uff0cCowork\u548cClaude Code in Excel\u4f1a\u6253\u5f00\u201c10x\u5fae\u8f6f\u201d\u5e02\u573a\uff1b<\/p>\n\n\n\n

3.\u9ad8\u4ef7\u503cAgent\u5fc5\u987b\u7531\u884c\u4e1a\u4e13\u5bb6\u4e3b\u5bfc\uff0c\u4e00\u5b9a\u4f1a\u5207\u5206\u4f01\u4e1a\u5de5\u8d44\u9884\u7b97\uff1b<\/p>\n\n\n\n

4.Token\u6d88\u8017\u91cf\u624d\u662f\u8861\u91cfAI-native\u7a0b\u5ea6\u7684\u6838\u5fc3\u6307\u6807\uff1b<\/p>\n\n\n\n

5.\u5f00\u6e90\u6a21\u578b\u201c\u4e0b\u9650\u8fbe\u6807\u201d\u662fToken\u6d88\u8017\u66b4\u6da8\u7684\u91cd\u8981\u52a8\u529b\uff0c2026\u5e74Token\u7528\u91cf\u81f3\u5c11\u670910x\u589e\u957f\uff1b<\/p>\n\n\n\n

6.\u8f6f\u4ef6\u7a76\u7adf\u662f\u4f1a\u88ab\u541e\u566c\uff0c\u8fd8\u662f\u4f1a\u9000\u5316\u4e3a\u5e95\u5c42\u7684\u5de5\u5177\u548c\u6570\u636e\u5e93\uff1f<\/p>\n\n\n\n

7.\u4e09\u4e2a\u8ba9Agent\u771f\u6b63\u6cdb\u5316\u7684\u63a8\u6f14\u8def\u5f84\u3002<\/p>\n\n\n\n

\u5e0c\u671b\u8fd9\u4efd\u6765\u81eaBest Ideas\u793e\u7fa4\u7684\u9636\u6bb5\u6027\u603b\u7ed3\uff0c\u80fd\u591f\u4e3aAI\u4ece\u4e1a\u8005\u63d0\u4f9b\u4e00\u5957\u66f4\u63a5\u8fd1\u73b0\u5b9e\u7ea6\u675f\u7684\u601d\u8003\u6846\u67b6\uff0c\u5e2e\u52a9\u7406\u89e3Agent\u65f6\u4ee3\u6b63\u5728\u6084\u7136\u53d1\u751f\u7684\u6df1\u5c42\u53d8\u5316\u3002<\/p>\n\n\n\n

Insight01<\/p>\n\n\n\n

\u8fd9\u4e00\u6ce2Agent\u7206\u53d1\u7684\u201c\u9ad8\u4ef7\u503c\u201d\u4f53\u73b0\u5728\u54ea\u91cc\uff1f<\/p>\n\n\n\n

\u4e24\u4e2a\u6708\u524d\u5e02\u573a\u8fd8\u5b58\u5728\u5bf9\u201cAI Bubble\u201d\u7684\u62c5\u5fe7\uff0c\u4f46Agent\u5728\u6700\u8fd1\u4e00\u4e24\u4e2a\u6708\u7684\u884c\u4e1a\u8fdb\u5c55\uff0c\u5c24\u5176\u662f\u5728\u9ad8\u4ef7\u503c\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff0c\u8ba9\u5927\u5bb6\u611f\u89c9\u5b8c\u5168\u6d88\u9664\u4e86\u8fd9\u4e00\u987e\u8651\u3002\u4eca\u5929\u9ad8\u4ef7\u503c\u7684\u4efb\u52a1\u8fd8\u662f\u6c89\u6dc0\u5728\u77e5\u8bc6\u5de5\u4f5c\u8005\uff0c\u8fd9\u5176\u4e2d\u6700\u91cd\u8981\u7684\u662fcoder\uff0c\u7136\u540e\u662f\u9ad8\u7ea7\u767d\u9886\uff0c\u4e5f\u5c31\u662f\u64cd\u4f5coffice\u3001\u505a\u524d\u7aef\u5efa\u7ad9\u3001\u505a\u6570\u636e\u5206\u6790\u7684\u4eba\u3002<\/p>\n\n\n\n

Clawdbot\uff08OpenClaw\uff09\u3001Claude Code\u3001Cowork\u548cClaude in Excel\u662f\u6700\u8fd1\u4e00\u4e2a\u6708\u5185\u8ba8\u8bba\u5ea6\u6700\u9ad8\u7684\u51e0\u4e2a\u4ea7\u54c1\u3002<\/p>\n\n\n\n

OpenClaw\uff1a\u6700\u5927\u7684\u5de7\u601d\u662f\u9884\u88c5\u4e86Claude Skills<\/p>\n\n\n\n

Clawdbot\u662f\u4e00\u4e2a\u5f00\u6e90\u3001\u81ea\u6258\u7ba1\u7684\u4e2a\u4ebaAI\u52a9\u624b\uff0c\u53ef\u5728\u7535\u8111\u6216\u670d\u52a1\u5668\u4e0a\u672c\u5730\u8fd0\u884c\uff0c\u5e76\u901a\u8fc7WhatsApp\u3001Telegram\u3001Discord\u7b49\u5e73\u53f0\u4e0e\u7528\u6237\u4ea4\u4e92\u3001\u81ea\u52a8\u6267\u884c\u4efb\u52a1\u3002\u8be5\u9879\u76ee\u6700\u521d\u540d\u4e3aClawdbot\uff0c\u56e0\u540d\u79f0\u4e0eAnthropic\u7684Claude\u5546\u6807\u8fc7\u4e8e\u76f8\u4f3c\uff0cAnthropic\u8981\u6c42\u9879\u76ee\u65b9\u66f4\u540d\uff1b\u9879\u76ee\u968f\u540e\u77ed\u6682\u6539\u540d\u4e3aMoltbot\uff0c\u6700\u7ec8\u786e\u5b9a\u4f7f\u7528OpenClaw\u4f5c\u4e3a\u540d\u79f0\u3002<\/p>\n\n\n\n

OpenClaw\u7684\u5de7\u601d\u4f53\u73b0\u5728\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n

1.\u771f\u6b63\u80fd\u5728Personal\u7684\u57fa\u7840\u4e0a\u505a\u5230Long Horizon<\/p>\n\n\n\n

\u76f8\u6bd4\u4e8eClaude Code\u5b58\u5728\u4f1a\u8bdd\u65f6\u957f\u548c\u7b97\u529b\u6210\u672c\u7684\u7ea6\u675f\uff0cOpenClaw\u53ef\u4ee5\u90e8\u7f72\u5728\u7528\u6237\u7684\u672c\u5730\u8bbe\u5907\uff08\u5982Mac Mini\uff09\u6216\u4e91\u7aef\u865a\u62df\u673a\u4e0a\uff0c\u5b9e\u73b07×24\u5c0f\u65f6\u7684\u6301\u7eed\u8fd0\u884c\u3002\u8fd9\u8ba9\u5b83\u4ece\u4e00\u4e2a\u201c\u53ec\u4e4b\u5373\u6765\u201d\u7684\u5de5\u5177\uff0c\u53d8\u6210\u4e86\u4e00\u4e2a\u6301\u7eed\u5b58\u5728\u7684Proactive Agent\u3002\u4f8b\u5982\uff0c\u5b83\u53ef\u4ee5\u5168\u5929\u5019\u76ef\u7740\u80a1\u7968\u5e02\u573a\u6216\u76d1\u63a7\u7279\u5b9a\u4efb\u52a1\uff0c\u4e00\u65e6\u53d1\u73b0\u673a\u4f1a\u5c31\u4e3b\u52a8\u63a8\u9001\u4fe1\u606f\uff0c\u6216\u8005\u5b9a\u65f6\u5728\u540e\u53f0\u8dd1\u6570\u636e\u5206\u6790\u4efb\u52a1\u3002<\/p>\n\n\n\n

2.\u901a\u8fc7IM Gateway\u76f4\u63a5\u5d4c\u5165\u4e86\u7528\u6237\u7684\u65e5\u5e38\u6c9f\u901a\u6d41\uff0c\u6269\u6563\u6548\u679c\u5929\u7136\u6bd4\u5176\u4ed6Chatbot\u5de5\u5177\u597d<\/p>\n\n\n\n

OpenClaw\u57fa\u4e8eIM Gateway\u53ef\u4ee5\u63a5\u5165Telegram\u3001Slack\u3001WhatsApp\u751a\u81f3\u98de\u4e66\u7b49\u7528\u6237\u9ad8\u9891\u4f7f\u7528\u7684\u4ea7\u54c1\uff0c\u5728\u5f88\u591a\u4f20\u64ad\u5f88\u5e7f\u7684\u5e94\u7528\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u4e5f\u80fd\u770b\u5230\u5927\u5bb6\u662f\u76f4\u63a5\u57fa\u4e8eIM\u6765\u201c\u6307\u6325\u201dagent\u5de5\u4f5c\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u800c\u5728\u201c\u79fb\u52a8\u6307\u6325\uff0c\u672c\u5730\u6267\u884c\u201d\u7684\u67b6\u6784\u4e0b\uff0cOpenClaw\u4e5f\u987a\u52bf\u89e3\u9501\u6781\u5177\u4ef7\u503c\u7684\u6df7\u5408\u573a\u666f\uff1a\u4f8b\u5982\uff0c\u7528\u6237\u5728\u901a\u52e4\u8def\u4e0a\u9700\u8981\u5199\u6587\u7ae0\uff0c\u4f46\u6240\u6709\u7684\u7d20\u6750\u6587\u4ef6\u90fd\u5b58\u50a8\u5728\u5bb6\u91cc\u7684Mac Mini\u4e0a\u3002\u901a\u8fc7IM Gateway\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u624b\u673a\u4e0a\u53d1\u9001\u6307\u4ee4\uff0cAgent\u5728\u5bb6\u4e2d\u7535\u8111\u4e0a\u68c0\u7d22\u672c\u5730\u6587\u4ef6\u5939\u3001\u8bfb\u53d6\u7d20\u6750\u3001\u5b8c\u6210\u5199\u4f5c\u5e76\u8fd4\u56de\u7ed3\u679c\u3002<\/p>\n\n\n\n

3.\u5c06Claude Skills\u8fd9\u4e00\u5957\u751f\u6001\u771f\u6b63\u9884\u88c5\u5230\u4ea7\u54c1\u4e2d<\/p>\n\n\n\n

\u5ba2\u89c2\u6765\u8bf4\u524d\u9762\u4e24\u4e2a\u5de7\u601d\u5176\u5b9e\u4e4b\u524d\u4e5f\u6709\u4e0d\u540c\u7684Agent\u505a\u8fc7\uff0c\u6240\u4ee5OpenClaw\u5c06Claude Skills\u8fd9\u4e00\u5957\u751f\u6001\u771f\u6b63\u9884\u88c5\u5230\u4ea7\u54c1\u4e2d\u662f\u5b83\u6700\u6210\u529f\u3001\u4e5f\u6700\u5951\u5408timing\u7684\u8bbe\u8ba1\u5de7\u601d\uff0c\u8fd9\u6709\u70b9\u50cf\u4e8e\u65e9\u671f\u667a\u80fd\u624b\u673a\u9884\u88c5\u5e94\u7528\u8d85\u5e02\u548cUse Case\u6765\u6559\u80b2\u7528\u6237\u5982\u4f55\u4f7f\u7528\u667a\u80fd\u673a\u4e00\u6837\uff0c\u6765\u964d\u4f4e\u7528\u6237\u7684\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n\n\n\n

OpenClaw vs Manus\uff1a\u8c01\u662fAgents\u7684\u201c\u6807\u51c6\u7b54\u6848\u201d<\/p>\n\n\n\n

\u5728\u8fd9\u4e00\u6ce2\u5f3a\u8c03\u771f\u5b9e\u4efb\u52a1\u6267\u884c\u80fd\u529b\u7684Agent\u4ea7\u54c1\u4e2d\uff0cManus\u5f80\u5f80\u88ab\u89c6\u4e3a\u8f83\u65e9\u8dd1\u901aPMF\u7684\u4ee3\u8868\u3002\u90a3\u4e48OpenClaw\u7684magic moment\u662f\u5426\u610f\u5473\u7740Manus\u53ea\u4f1a\u662f\u4e00\u4e2a\u201c\u4e2d\u95f4\u6001\u201d\u5417\uff1f<\/p>\n\n\n\n

\u4ece\u5f62\u6001\u548c\u4f7f\u7528\u5165\u53e3\u4e0a\u6765\u770b\uff1a<\/p>\n\n\n\n

\u2022Manus\u53ef\u4ee5\u62bd\u8c61\u7c7b\u6bd4\u6210\u201cAnthropic\u7684To C\u4e1a\u52a1\u201d\uff0c\u8d70\u7684\u662f\u4e2d\u5fc3\u5316\u3001\u63d0\u4f9b\u201c\u4ea4\u94a5\u5319\u201d\u4f53\u9a8c\u7684\u8def\u7ebf\uff08\u5982\u4e91\u7aef\u7edf\u4e00\u5206\u914d8000\u53f0\u865a\u62df\u673a\uff09\uff0c\u7528\u6237\u65e0\u6cd5\u914d\u7f6e\u5e95\u5c42\u73af\u5883\uff1b<\/p>\n\n\n\n

\u2022OpenClaw\u5219\u4ee3\u8868\u4e86\u53bb\u4e2d\u5fc3\u5316\u3001\u9ad8\u5ea6\u53ef\u914d\u7f6e\u7684\u8def\u7ebf\uff0c\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49\u73af\u5883\u548c\u8d44\u6e90\uff0c\u5177\u6709\u591a\u6837\u6027\u548c\u9002\u5e94\u957f\u5c3e\u9700\u6c42\u7684\u80fd\u529b\uff0c\u800c\u4e14\u53bb\u4e2d\u5fc3\u5316\u5e26\u6765\u7684\u53e6\u4e00\u4e2a\u4f18\u52bf\u662f\u80fd\u591f\u66f4\u6709\u6548\u5730\u5229\u7528\u5404\u79cd\u5206\u6563\u7684\u786c\u4ef6\u8d44\u6e90\uff08\u5982\u4e2a\u4eba\u95f2\u7f6e\u7684Mac Mini\u6216\u5404\u7c7b\u4e91\u8d44\u6e90\uff09\u3002<\/p>\n\n\n\n

\u4e5f\u56e0\u6b64\uff0c\u4f1a\u6709\u89c2\u70b9\u8ba4\u4e3aOpenClaw\u5728\u672a\u6765\u53ef\u80fd\u5177\u6709\u66f4\u5927\u7684\u6f5c\u529b\u548c\u751f\u547d\u529b\u3002<\/p>\n\n\n\n

\u4f46\u4e5f\u6709\u4e0d\u540c\u7684\u58f0\u97f3\u8ba4\u4e3a\uff0cOpenClaw\u548cManus\u4e4b\u95f4\u4e0d\u662f\u53d6\u4ee3\u5173\u7cfb\uff0c\u4e24\u8005\u53ef\u80fd\u6709\u4e0d\u540c\u7684use case\uff0c\u662f\u52a8\u6001\u6f14\u5316\u7684\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n

1.\u4e91\u7aef\u865a\u62df\u673a\u672c\u5c31\u662fOpenClaw\u7684\u7406\u60f3\u8f7d\u4f53\uff0c\u800cManus\u8fd9\u79cd\u4f7f\u7528\u4e91\u7aef\u865a\u673a\u8dd1\u4efb\u52a1\u7684\u6a21\u5f0f\uff0c\u672c\u8d28\u4e0a\u53ea\u662f\u628aAgent\u903b\u8f91\u88c5\u8fdb\u53bb\uff0c\u6280\u672f\u67b6\u6784\u4e0a\u5e76\u4e0d\u5b58\u5728\u4e0d\u53ef\u903e\u8d8a\u7684\u9e3f\u6c9f\uff1b<\/p>\n\n\n\n

2.Manus\u7ecf\u8fc7\u4e00\u5e74\u7684\u8fd0\u884c\uff0c\u5df2\u7ecf\u79ef\u7d2f\u4e86\u5927\u91cf\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u9ad8\u4ef7\u503c\u7528\u6237\u573a\u666f\u6570\u636e\uff0c\u8fd9\u6784\u6210\u4e86\u6781\u9ad8\u7684\u8ba4\u77e5\u58c1\u5792\u3002\u5bf9\u4e8e\u5916\u90e8\u89c2\u5bdf\u8005\u800c\u8a00\uff0c\u9ad8\u4ef7\u503c\u573a\u666f\u53ef\u80fd\u53ea\u662f\u611f\u6027\u7684\u7406\u89e3\uff0c\u4f46\u5bf9Manus\u800c\u8a00\u662f\u53ef\u4ee5\u76f4\u63a5\u7edf\u8ba1\u548c\u590d\u7528\u7684\u8d44\u4ea7\u3002Manus\u5b8c\u5168\u6709\u53ef\u80fd\u57fa\u4e8e\u8fd9\u4e9b\u6570\u636e\uff0c\u53cd\u8fc7\u6765\u4e3aOpenClaw\u8fd9\u4e00\u7c7b\u7684\u9ad8\u4ef7\u503c\u573a\u666f\u63d0\u4f9b\u6807\u51c6\u5316\u7684\u670d\u52a1\u3002<\/p>\n\n\n\n

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Cowork\u548cClaude Code in Excel\u4f1a\u6253\u5f00\u201c10x\u5fae\u8f6f\u201d\u5e02\u573a<\/p>\n\n\n\n

Anthropic\u6700\u8fd1\u53d1\u5e03\u7684\u4e24\u4e2a\u4ea7\u54c1\uff1aClaud Code Cowork\u548cClaude in Excel\u90fd\u662f\u7784\u51c6\u5728\u9ad8\u4ef7\u503c\u573a\u666f\uff0c\u8fd9\u786e\u5b9e\u4e5f\u548cAnthropic\u4e00\u76f4\u4ee5\u6765\u7684\u4ea7\u54c1\u7b56\u7565\u5f88\u540c\u6b65\u3002\u5982\u679c\u8bf4OpenAI\u662f\u201c\u4e0b\u4e00\u4e2aGoogle\u201d\uff0cAnthropic\u5219\u662f\u201c\u4e0b\u4e00\u4e2a\u5fae\u8f6f\u201d\uff0c\u751a\u81f3\u4f1a\u56e0\u4e3aCoding\u80fd\u529b\u4e0a\u7684\u9886\u5148\u6253\u5f0010x\u5fae\u8f6f\u7684\u5e02\u573a\u3002<\/p>\n\n\n\n

Cowork\u662fClaud Code\u7684\u81ea\u7136\u5ef6\u4f38<\/p>\n\n\n\n

Anthropic Claude Code\u7684\u6838\u5fc3\u7406\u5ff5\u662f\u201cCode is everything\uff0cBash is all you need\u201d\u3002<\/p>\n\n\n\n

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Excel\u662f\u751f\u4ea7\u529b\u7684\u653e\u5927\u548c\u5ef6\u4f38<\/p>\n\n\n\n

Excel\u88ab\u666e\u904d\u8ba4\u4e3a\u662f\u5546\u4e1a\u4e16\u754c\u4e2d\u6700\u63a5\u8fd1\u7f16\u7a0b\u7684\u5de5\u4f5c\u754c\u9762\uff0c\u662f\u6570\u636e\u5206\u6790\u7684\u6807\u51c6\u8f7d\u4f53\uff0c\u4f46\u5b83\u548cCoding\u4e0d\u662f\u6b63\u4ea4\u7684\u5173\u7cfb\uff0c\u800c\u662f\u751f\u4ea7\u529b\u7684\u653e\u5927\u548c\u5ef6\u4f38\uff0c\u56e0\u4e3a\u5b83\u8986\u76d6\u7684\u4eba\u7fa4\u6bd4coding\u4eba\u7fa4\u66f4\u5927\u3001\u66f4\u5e7f\u3002<\/p>\n\n\n\n

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\"\"\/<\/figure>\n\n\n\n

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\u9ad8\u4ef7\u503cAgent\u4e00\u5b9a\u4f1a\u5207\u5206\u4f01\u4e1a\u5de5\u8d44\u9884\u7b97<\/p>\n\n\n\n

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\u968f\u7740\u5b9a\u4ef7\u7684\u8dc3\u5347\uff0cAgent\u7684\u6536\u5165\u6765\u6e90\u4e5f\u5728\u53d1\u751f\u6839\u672c\u6027\u7684\u8f6c\u79fb\u3002\u4ee5\u524d\uff0c\u65e0\u8bba\u662fC\u7aef\u4e92\u8054\u7f51\u8fd8\u662fB\u7aefSaaS\uff0c\u672c\u8d28\u4e0a\u5207\u5206\u7684\u5f80\u5f80\u662f\u4f01\u4e1a\u7684\u8425\u9500\u9884\u7b97\u6216IT\u8f6f\u4ef6\u9884\u7b97\u3002\u7136\u800c\uff0c\u9ad8\u4ef7\u503cAgent\u7684\u51fa\u73b0\u8ba9\u8fd9\u5757\u5929\u82b1\u677f\u88ab\u5927\u5e45\u6253\u5f00\uff0c\u5b83\u5f00\u59cb\u5207\u5206\u4f01\u4e1a\u5e9e\u5927\u7684\u5de5\u8d44\uff08\u52b3\u52a8\u529b\uff09\u9884\u7b97\u3002<\/p>\n\n\n\n

\u4e5f\u5c31\u662f\u8bf4\uff0c\u5f53Agent\u80fd\u591f\u72ec\u7acb\u5b8c\u6210coding\u3001\u6570\u636e\u5206\u6790\u751a\u81f3\u5168\u5929\u5019\u76ef\u76d8\u7b49\u5de5\u4f5c\u65f6\uff0c\u4f01\u4e1a\u652f\u4ed8\u7684\u4e0d\u518d\u662f\u8f6f\u4ef6\u4f7f\u7528\u8d39\uff0c\u800c\u662f\u8d2d\u4e70\u52b3\u52a8\u529b\u6240\u652f\u4ed8\u7684\u85aa\u916c\u3002<\/p>\n\n\n\n

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Insight02<\/p>\n\n\n\n

2026\u5e74Token\u7528\u91cf\u81f3\u5c11\u670910x\u589e\u957f<\/p>\n\n\n\n

Claude Code\u3001Cowork\u8fd9\u4e9b\u9ad8\u4ef7\u503c\u4efb\u52a1Agent\u80fd\u5b8c\u6210\u4eba\u7c7b\u5728\u529e\u516c\u5ba4\u9700\u8981\u4e00\u4e24\u5929\u751a\u81f3\u4e24\u4e09\u5929\u624d\u80fd\u5b8c\u6210\u7684\u5de5\u4f5c\uff0c\u76f8\u5bf9\u5e94\uff0c\u8fd9\u4e9b\u9ad8\u4ef7\u503c\u5e26\u6765\u7684Token\u6d88\u8017\u7684\u91cf\u7ea7\u5df2\u7ecf\u5728\u53d1\u751f\u8d28\u53d8\u3002\u4f8b\u5982\uff0c\u6709\u5f00\u53d1\u8005\u5206\u4eab\u4e86\u4e00\u4e2a\u6570\u636e\uff1a\u67d0\u4e2a\u5904\u7406\u56fe\u7247\u3001\u89c6\u9891\u7684Agent\u4ea7\u54c1\uff0cClaude code\u7684\u6210\u672c\u6d88\u8017\u91cf\u662f\u5927\u4e8eNano Banana\u548cVeo\u7684\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u4e00\u4e2a\u6fc0\u8fdb\u4f46\u53c8\u5408\u7406\u7684\u9884\u6d4b\u662f\uff1a\u76f8\u6bd42025\u5e74\uff0c2026\u5e74\u7684Token\u6d88\u8017\u91cf\u9884\u8ba1\u5c06\u670910\u500d\u751a\u81f3\u66f4\u591a\u7684\u589e\u957f\uff1f\u751a\u81f3\u8fd8\u4f1a\u662f\u4e00\u4e2a\u66f4\u5938\u5f20\u7684\u901f\u5ea6\u3002<\/p>\n\n\n\n

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\u5f00\u6e90\u6a21\u578b\u201c\u4e0b\u9650\u8fbe\u6807\u201d\u662fToken\u6d88\u8017\u66b4\u6da8\u7684\u91cd\u8981\u52a8\u529b<\/p>\n\n\n\n

\u8fc7\u53bb\u4e00\u5e74\uff0c\u5f00\u6e90\u754c\u90fd\u5728\u62fc\u547d\u6784\u7b51\u201c\u4e0a\u9650\u201d\uff0c\u4f46\u5bf9\u4e8e\u5927\u89c4\u6a21\u5e94\u7528\u800c\u8a00\uff0c\u5355\u7eaf\u7684\u4e0a\u9650\u7a81\u7834\u610f\u4e49\u6709\u9650\uff0c\u53ea\u6709\u5f53\u80fd\u529b\u7684\u201c\u4e0b\u9650\u201d\u88ab\u62ac\u9ad8\u5230\u7a33\u5b9a\u53ef\u7528\u7684\u6c34\u5e73\u65f6\uff0c\u5546\u4e1a\u5316\u624d\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u5c31\u6709\u4eba\u63d0\u5230\u667a\u8c31GLM-4.7\u7684\u53d1\u5e03\u5177\u6709\u5de8\u5927\u7684\u5386\u53f2\u610f\u4e49\uff0c\u5b83\u6807\u5fd7\u7740\u5f00\u6e90\u6a21\u578b\u5386\u53f2\u4e0a\u7b2c\u4e00\u6b21\u771f\u6b63\u89e6\u8fbe\u4e86\u5728Coding\u548cAgentic\u573a\u666f\u4e2d\u7684\u201c\u53ef\u7528\u4e0b\u9650\u201d\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u8fd9\u4e00\u62d0\u70b9\u4e5f\u5f7b\u5e95\u6539\u53d8\u4e86\u884c\u4e1a\u7684\u5546\u4e1a\u903b\u8f91\uff1a\u8fc7\u53bb\u51e0\u5e74\uff0c\u5168\u7403\u5382\u5546\u672c\u8d28\u4e0a\u90fd\u662f\u4f9d\u9644\u4e8eClaude\u3001ChatGPT\u3001Gemini\u7b49\u95ed\u6e90\u5de8\u5934\u7684\u751f\u6001\u4e0a\u4e0b\u6e38\u6765\u8d5a\u94b1\u7684\uff0c\u800c\u4e00\u65e6\u5f00\u6e90\u6a21\u578b\u8de8\u8fc7\u4e86\u8fd9\u4e2a\u201c\u53ef\u7528\u4e0b\u9650\u201d\uff0c\u65e0\u8bba\u5382\u5546\u5904\u4e8e\u4ec0\u4e48\u8d5b\u9053\uff0c\u90fd\u6709\u673a\u4f1a\u76f4\u63a5\u901a\u8fc7\u5f00\u6e90\u6a21\u578b\u8fdb\u5165\u5e02\u573a\u5e76\u5efa\u7acb\u72ec\u7acb\u7684\u76c8\u5229\u95ed\u73af\u3002<\/p>\n\n\n\n

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\u2022\u6709\u5f00\u53d1\u8005\u5728\u5b9e\u6d4b\u4f53\u9a8c\u4e0a\uff0c\u5728Claude Code\u73af\u5883\u4e2d\u8fd0\u884cGLM-4.7\u65f6\uff0c\u867d\u7136\u90e8\u5206\u80fd\u529b\u4ecd\u6709\u63d0\u5347\u7a7a\u95f4\uff0c\u4f46\u5b83\u9996\u6b21\u5e26\u6765\u4e86\u201c\u65e0\u611f\u201d\u7684\u4f7f\u7528\u4f53\u9a8c\uff0c\u4e0d\u518d\u50cf\u4ee5\u524d\u7684\u6a21\u578b\u90a3\u6837\u9700\u8981\u5f00\u53d1\u8005\u8d39\u5fc3\u9a7e\u9a6d\u3002<\/p>\n\n\n\n

\u2022\u6709\u89c2\u70b9\u8868\u793aKimi K2.5\u6a21\u578b\u7684\u903b\u8f91\u975e\u5e38\u5e72\u7ec3\uff0c\u5e76\u5df2\u5177\u5907Multi-Agent\u5e76\u53d1\u5904\u7406\u80fd\u529b\uff0c\u80fd\u591f\u652f\u6301\u4efb\u52a1\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u4e0a\u5347\u7684\u573a\u666f\uff0c\u8db3\u4ee5\u625b\u4f4f\u4e00\u822c\u7684\u5e94\u7528\u5f00\u53d1\u9700\u6c42\u3002<\/p>\n\n\n\n

\u5f00\u6e90\u6a21\u578b\u7684\u5d1b\u8d77\u4e5f\u5c06\u9010\u6e10\u901a\u8fc7\u8695\u98df\u4e2d\u4f4e\u7aef\u5e02\u573a\uff0c\u5012\u903c\u95ed\u6e90\u5382\u5546\u52a0\u901f\u51b2\u51fb\u80fd\u529b\u4e0a\u9650\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4ea7\u4e1a\u754c\u5bf9\u201c\u4e0b\u9650\u201d\u7684\u8981\u6c42\u5e76\u975e\u4e00\u6210\u4e0d\u53d8\uff0c\u800c\u662f\u4f1a\u968f\u7740\u6280\u672f\u4e0a\u9650\u7684\u63d0\u5347\u800c\u6c34\u6da8\u8239\u9ad8\u3002\u8fd9\u5c31\u597d\u6bd42023\u5e74\u57fa\u4e8eGPT-2\u5fae\u8c03\u505a\u5ba2\u670d\u7684\u521b\u4e1a\u9879\u76ee\uff0c\u867d\u7136\u66fe\u77ed\u6682\u9886\u5148\uff0c\u4f46\u5f88\u5feb\u5c31\u88abGPT-3\u5e26\u6765\u7684\u66f4\u9ad8\u57fa\u51c6\u6240\u6dd8\u6c70\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u4ec5\u4ec5\u57fa\u4e8e\u5f53\u524d\u7684\u201c\u4e0b\u9650\u201d\u6784\u5efa\u5546\u4e1a\u6a21\u5f0f\u662f\u4e0d\u53ef\u6301\u7eed\u7684\uff0c\u56e0\u4e3a\u968f\u7740\u7528\u6237\u9884\u671f\u548c\u6280\u672f\u6c34\u4f4d\u7684\u6574\u4f53\u4e0a\u79fb\uff0c\u6628\u65e5\u7684\u201c\u591f\u7528\u201d\u5f88\u5feb\u4f1a\u53d8\u6210\u660e\u65e5\u7684\u201c\u843d\u540e\u201d\uff0c\u8fd9\u8981\u6c42\u5e94\u7528\u5c42\u5fc5\u987b\u7d27\u8ddf\u6a21\u578b\u80fd\u529b\u7684\u6f14\u8fdb\u3002<\/p>\n\n\n\n

Token\u6d88\u8017\u91cf\u624d\u662f\u8861\u91cfAI-native\u7a0b\u5ea6\u7684\u6838\u5fc3\u6307\u6807<\/p>\n\n\n\n

\u771f\u6b63\u7684AI\u539f\u751f\u5c31\u662f\u770b\u8c01\u80fd\u901a\u8fc7\u4f7f\u7528\u5927\u91cf\u7684Token\u6765\u89e3\u51b3\u590d\u6742\u95ee\u9898\uff0c\u4f7f\u7528Token\u7684\u6bd4\u4f8b\u8d8a\u5927\uff0c\u8bf4\u660e\u8d8aAI Native\uff0c\u5982\u679c\u8fd8\u5728\u7528UV\u6216\u65e5\u6d3b\u770b\u4e1a\u52a1\uff0c\u8bf4\u660e\u8fd8\u5728\u6cbf\u7528\u65e7\u7684\u903b\u8f91\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u6309\u6a21\u578b\u7c7b\u578b\u5212\u5206\u7684\u6bcf\u5468Token\u4f7f\u7528\u91cf\uff0cSource\uff1aOpenRouter<\/p>\n\n\n\n

\u5177\u4f53\u6765\u8bf4\uff0c\u8fc7\u53bb\u5927\u5bb6\u7528\u5927\u6a21\u578b\u5199\u4e00\u7bc7\u6587\u7ae0\u6216\u56de\u7b54\u4e00\u4e2a\u77e5\u8bc6\u5e93\u95ee\u9898\uff0c\u6d88\u8017\u7684Token\u91cf\u662f\u5f88\u5c11\u7684\u3002\u4f46\u73b0\u5728\uff0c\u65e0\u8bba\u662fManus\u8fd8\u662fClaude Code\uff0c\u8fd0\u884c\u6a21\u5f0f\u90fd\u662f\u7ed9Agent\u4e00\u4e2a\u4efb\u52a1\uff0c\u5b83\u901a\u8fc7\u81ea\u5df1\u5199\u4e00\u6bb5\u4ee3\u7801\u3001\u8dd1\u4e00\u4e2a\u73af\u5883\u3001\u8ba1\u7b97\u4e00\u4e2a\u7ed3\u679c\u518d\u4ea4\u4ed8\u7ed9\u7528\u6237\uff0c\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u4e2a\u95ee\u9898\u6240\u6d88\u8017\u7684Token\u91cf\u662f\u4f20\u7edfChat\u6a21\u5f0f\u7684\u767e\u500d\u751a\u81f3\u5343\u500d\u3002\u672a\u6765\u7edd\u5927\u591a\u6570Token\u90fd\u4f1a\u4ee5Coding Agentic\u7684\u5f62\u5f0f\u6d88\u8017\u6389\u3002<\/p>\n\n\n\n

\u76ee\u524d\u5df2\u6709\u597d\u51e0\u4e2a\u5355\u7528\u6237Token\u65e5\u5747\u6d88\u8017\u8fbe\u5230billion\u7ea7\u522b\u7684\u6848\u4f8b\u51fa\u73b0\uff0c\u4f46\u4e0d\u662f\u9760\u5355\u4eba\uff0c\u800c\u662f\u9760\u5de5\u7a0b\u62c9\u52a8\u7684\u3002\u6709\u89c2\u70b9\u751a\u81f3\u9884\u6d4b\uff0c\u968f\u7740Agent\u81ea\u52a8\u5b8c\u6210\u4efb\u52a1\u7684\u80fd\u529b\u589e\u5f3a\uff0c\u672a\u6765\u5355\u4eba\u63a7\u5236\u7684Agent\u5728\u7406\u8bba\u4e0a\u6d88\u801710B\u751a\u81f3\u66f4\u9ad8\u91cf\u7ea7\u7684Token\u5c06\u4e0d\u518d\u662f\u96be\u4e8b\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u8fd8\u6709\u89c2\u70b9\u8ba4\u4e3a\uff0c\u73b0\u5728Token\u4e0eToken\u4e4b\u95f4\u5f00\u59cb\u53d8\u5f97\u4e0d\u7b49\u4ef7\uff1a<\/p>\n\n\n\n

\u2022\u4ee5\u524d\u9700\u8981300B\u751a\u81f3\u66f4\u5927\u53c2\u6570\u6a21\u578b\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u572830B\u751a\u81f38B\u7684\u6a21\u578b\u5c31\u80fd\u80dc\u4efb\u3002\u6a21\u578b\u201c\u538b\u7f29\u201d\u5e26\u6765\u7684\u8d28\u91cf\u63d0\u5347\uff0c\u4f7f\u5f97\u5c0f\u53c2\u6570\u6a21\u578b\u7684Token\u4ef7\u503c\u5728\u5feb\u901f\u903c\u8fd1\u5927\u6a21\u578b\uff0c\u800c\u4e14\u672a\u6765\u5927\u91cf\u7684Token\u6d88\u8017\u53ef\u80fd\u4f1a\u4e0b\u6c89\u5230\u7aef\u4fa7\uff08\u5982\u624b\u673a\u3001\u77ed\u89c6\u9891\u5e94\u7528\uff09\uff1b<\/p>\n\n\n\n

\u2022\u63a8\u7406\u4fa7\u51fa\u73b0\u4e86\u50cfCerebras\u8fd9\u6837\u4e0d\u4f9d\u8d56\u82f1\u4f1f\u8fbeGPU\u7684\u4e13\u7528\u82af\u7247\uff0cToken\u751f\u6210\u901f\u5ea6\u975e\u5e38\u5feb\uff0c\u548c\u82f1\u4f1f\u8fbe\u82af\u7247\u573a\u666f\u4e0b\u7684Token\u6982\u5ff5\u4e5f\u4e0d\u592a\u4e00\u6837\u3002<\/p>\n\n\n\n

\u603b\u7684\u6765\u8bf4\uff0c\u5e02\u573a\u5bf92026\u5e74\u5168\u7403Token\u6d88\u8017\u91cf\u6301\u6781\u5ea6\u4e50\u89c2\u6001\u5ea6\uff0c\u552f\u4e00\u7684\u5236\u7ea6\u74f6\u9888\u53ef\u80fd\u5728\u4e8e\u786c\u4ef6\u4f9b\u5e94\u3002\u53bb\u5e74\u7684\u72b6\u6001\u662f\u90e8\u5206GPU\u53ef\u80fd\u8fd8\u5b58\u5728\u5356\u4e0d\u51fa\u53bb\u7684\u60c5\u51b5\uff0c\u4f46\u5728\u4eca\u5e74Agent\u7206\u53d1\u7684\u9a71\u52a8\u4e0b\uff0c\u9884\u8ba1\u672a\u6765\u4e00\u5e74\u5185GPU\u5c06\u518d\u6b21\u8fdb\u5165\u201c\u4e70\u4e0d\u5230\u201d\u7684\u7d27\u7f3a\u72b6\u6001\u3002<\/p>\n\n\n\n

Insight03<\/p>\n\n\n\n

\u7ed9Agent\u8bbe\u8ba1\u7684Infra\u662f\u521a\u9700<\/p>\n\n\n\n

\u4e00\u4e2a\u76f8\u5f53\u80af\u5b9a\u7684\u4e8b\u5b9e\u662f\uff0c\u672a\u6765\u4e00\u5b9a\u662f\u4eba\u7c7b\u7528\u6237\u548cAgent\u5728\u6570\u5b57\u4e16\u754c\u5171\u5b58\u5171\u6cbb\uff0c\u4f46\u4eca\u5929\u7684\u4e92\u8054\u7f51infra\u5bf9Agent\u5b9e\u9645\u4e0a\u5904\u4e8e\u4e00\u79cd\u201c\u654c\u5bf9\u201d\u72b6\u6001\uff0c\u6838\u5fc3\u539f\u56e0\u662f\u56e0\u4e3a\u73b0\u6709\u7684\u6570\u5b57\u4e16\u754c\u539f\u672c\u662f\u4e3a\u4eba\u8bbe\u8ba1\u7684\uff0c\u800c\u975e\u4e3aAgent\u8bbe\u8ba1\u7684\uff1a<\/p>\n\n\n\n

\u2022Agent\u5f88\u96be\u987a\u7545\u5730\u6267\u884c\u8de8\u5e73\u53f0\u4efb\u52a1\uff0c\u5b83\u4eec\u7ecf\u5e38\u906d\u5230\u50cfCloudflare\u8fd9\u6837\u7684\u9632\u706b\u5899\u62e6\u622a\uff0c\u7f51\u7edcIP\u4e5f\u4f1a\u88ab\u5c01\u9501\uff1b<\/p>\n\n\n\n

\u2022\u4eca\u5929\u7684Cyber Security\u4ea7\u54c1\u4e5f\u6ca1\u6709\u505a\u597d\u4e3aagents\u670d\u52a1\u7684\u51c6\u5907\uff0cagents\u5904\u4e8e\u4e00\u79cd\u7f3a\u4e4f\u4e13\u95e8\u5b89\u5168\u3001\u5ba1\u8ba1\u3001\u652f\u4ed8\u63a5\u53e3\u4ee5\u53ca\u9002\u914d\u6d4f\u89c8\u5668\u73af\u5883\u7684\u201c\u88f8\u5954\u201d\u72b6\u6001\uff1b<\/p>\n\n\n\n

\u2022Agent\u6267\u884c\u957f\u7a0b\u4efb\u52a1\u65f6\u7684\u8106\u5f31\u6027\u3002<\/p>\n\n\n\n

\u4e00\u4e2a\u5178\u578b\u7684\u4f8b\u5b50\u662f\uff0c\u5f53\u7528\u6237\u8bd5\u56fe\u8ba9Agent\u904d\u5386\u5e76\u603b\u7ed3X\u5217\u8868\u4e0a\u7684\u6240\u6709\u89c2\u70b9\u65f6\uff0c\u7531\u4e8e\u4efb\u52a1\u94fe\u8fc7\u957f\uff0cAgent\u7ecf\u5e38\u4f1a\u4e2d\u9014\u201c\u65ad\u7247\u201d\u3002\u8fd9\u5176\u5b9e\u8bf4\u660e\u5f53\u4e0b\u7684Infra\u5c1a\u4e0d\u8db3\u4ee5\u652f\u6491\u5927\u89c4\u6a21\u5217\u8868\u4efb\u52a1\u7684\u8fde\u7eed\u6027\uff0c\u5bfc\u81f4\u4efb\u52a1\u65e0\u6cd5\u81ea\u52a8\u95ed\u73af\uff0c\u5f80\u5f80\u9700\u8981\u4eba\u7c7b\u53cd\u590d\u4ecb\u5165\u624d\u80fd\u7ee7\u7eed\u63a8\u8fdb\u3002<\/p>\n\n\n\n

\u66f4\u6df1\u5c42\u6765\u770b\uff0c\u8fd9\u79cdInfra\u7f3a\u5931\u4e5f\u662f\u4ea4\u4e92\u5173\u7cfb\u7684\u5012\u7f6e\u7684\u4f53\u73b0\u3002\u7406\u60f3\u7684infra\u672c\u5e94\u8ba9Agent\u9002\u5e94\u4eba\uff0c\u4f46\u76ee\u524d\u7684\u4f53\u9a8c\u5374\u662f\u4eba\u9002\u5e94Agent\uff1a\u7528\u6237\u53d1\u73b0\u81ea\u5df1\u7ecf\u5e38\u9700\u8981\u505c\u4e0b\u6765\uff0c\u8017\u8d39\u5927\u91cf\u7cbe\u529b\u4e3aAgent\u5582\u5165\u6b63\u786e\u7684\u4e0a\u4e0b\u6587\u6216\u5b9a\u4f4d\u5e95\u5c42\u7684Bug\u3002<\/p>\n\n\n\n

\u8fd9\u8fd8\u5f15\u53d1\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u6096\u8bba\uff1a\u5f53Agent\u5728\u4e91\u7aef\u5e76\u53d1\u5168\u529b\u8dd1\u8d77\u6765\u65f6\uff0c\u673a\u5668\u7684\u6267\u884c\u901f\u5ea6\u592a\u5feb\uff0c\u4ee5\u81f3\u4e8e\u4eba\u7c7b\u7684\u7075\u611f\u3001\u51b3\u7b56\u548c\u53cd\u9988\u901f\u5ea6\u53cd\u800c\u8ddf\u4e0d\u4e0a\u3002\u5728\u8ffd\u6c42\u6781\u81f4\u6548\u7387\u7684\u95ed\u73af\u4e2d\uff0c\u4eba\u53cd\u800c\u6210\u4e86\u5168\u6d41\u7a0b\u4e2d\u6700\u6162\u7684\u4e00\u73af\u3002<\/p>\n\n\n\n

Infra\u7684\u7f3a\u5931\u53cd\u8fc7\u6765\u50ac\u751f\u4e86\u5de8\u5927\u786e\u5b9a\u6027\u65b0\u673a\u4f1a\uff1a<\/p>\n\n\n\n

\u2022Infra of Agent\uff1a\u6784\u5efaAgent\u7684Infra\uff1b<\/p>\n\n\n\n

\u2022Infra for Agent\uff1a\u7ed9Agent\u7528\u7684Infra\u3002<\/p>\n\n\n\n

\u8fd9\u5176\u4e2d\u5305\u62ec\u4e13\u95e8\u4e3aAgent\u4f18\u5316\u7684\u6d4f\u89c8\u5668\u73af\u5883\uff08\u5982BrowserUse\uff09\u3001\u4e13\u7528\u7f51\u7edc\u548c\u652f\u4ed8\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u6709\u5f00\u53d1\u8005\u505a\u4e86\u4e00\u4e2a\u4e13\u95e8\u4e3aAgent\u8bbe\u8ba1\u7684\u6d4f\u89c8\u5668\u754c\u9762\uff0c\u80fd\u663e\u8457\u8282\u7701Token\u6d88\u8017\u5e76\u63d0\u5347\u4efb\u52a1\u6210\u529f\u7387\uff0c\u751a\u81f3\u56e0\u6b64\u5438\u5f15\u4e86\u6765\u81eaChatGPT\u7684\u5927\u91cf\u8bf7\u6c42\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u66f4\u8fdb\u4e00\u6b65\uff0c\u8fd8\u6709\u4e00\u4e2a\u76f8\u5f53\u9ad8\u9636\u7684Infra\u9700\u6c42\uff1a\u4e3b\u52a8\u5bf9\u9f50\u3002<\/p>\n\n\n\n

\u76ee\u524d\u7684Agent\u5927\u591a\u662f\u88ab\u52a8\u63a5\u6536\u6307\u4ee4\uff0c\u4f46\u4eba\u7c7b\u5f80\u5f80\u65e0\u6cd5\u7cbe\u51c6\u63cf\u8ff0\u81ea\u5df1\u7684\u6df1\u5c42\u4e0a\u4e0b\u6587\u3002\u672a\u6765\u7684Infra\u9700\u8981\u5177\u5907\u201c\u5efa\u6a21\u7528\u6237\u201d\u7684\u80fd\u529b\uff0c\u5373Agent\u80fd\u591f\u4e3b\u52a8\u6784\u5efa\u7528\u6237\u7684\u6570\u5b57\u5206\u8eab\uff0c\u7406\u89e3\u7528\u6237\u7684\u601d\u7ef4\u4e60\u60ef\u548c\u9690\u6027\u77e5\u8bc6\uff0c\u800c\u4e0d\u662f\u6bcf\u6b21\u90fd\u8981\u7528\u6237\u8d39\u529b\u5730\u5199Prompt\u6765\u5bf9\u9f50AI\u3002\u73b0\u5728\u5b57\u8282\u8df3\u52a8\u7b49\u5927\u5382\u6b63\u5728\u63a2\u7d22\u76f8\u5173\u4ea7\u54c1\uff0c\u8bd5\u56fe\u901a\u8fc7\u5de5\u5177\u81ea\u52a8\u4f18\u5316\u7528\u6237\u7684\u6307\u4ee4\uff0c\u5e76\u8054\u52a8\u6a21\u578bPost-training\u7684\u80fd\u529b\uff0c\u6765\u4e3b\u52a8\u201c\u5bf9\u9f50\u201d\u4eba\u7c7b\u7684\u6df1\u5c42\u9700\u6c42\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u968f\u7740Agent\u4efb\u52a1\u590d\u6742\u5ea6\u7684\u6307\u6570\u7ea7\u4e0a\u5347\uff0cAgent\u8fd0\u884c\u53ef\u80fd\u4f1a\u5e26\u6765CPU\u8d1f\u8f7d\u7684\u56de\u6f6e\uff0c\u4f46\u8fd9\u91cc\u7684\u5546\u4e1a\u4ef7\u503c\u66f4\u503e\u5411\u4e8e\u4ea7\u4e1a\u94fe\u7684\u81ea\u7136\u5ef6\u4f38\uff0c\u867d\u7136Agent\u4eceCode Interpreter\u5230Sandbox\u7684\u6f14\u8fdb\u786e\u5b9e\u63a8\u9ad8\u4e86CPU\u7684\u4f7f\u7528\u91cf\uff0c\u4f46\u5e76\u672a\u6784\u6210\u9ad8\u58c1\u5792\u7684\u72ec\u7acb\u673a\u4f1a\uff0c\u539f\u56e0\u5728\u4e8e\uff1a<\/p>\n\n\n\n

\u2022Agent\u6c99\u76d2\u7684\u8fdb\u5165\u95e8\u69db\u975e\u5e38\u4f4e\uff0c\u4e0d\u4ec5\u4f20\u7edf\u4e91\u5382\u5546\uff0cOpenAI\u3001Anthropic\u7b49\u6a21\u578b\u5382\u5546\u90fd\u80fd\u539f\u751f\u63d0\u4f9b\u5bb9\u5668\u670d\u52a1\u3002<\/p>\n\n\n\n

\u2022\u76f8\u6bd4\u4e8eGPU\u7684\u7d27\u7f3a\uff0cCPU\u76ee\u524d\u4f9b\u5e94\u5145\u8db3\u4e14\u57fa\u5efa\u6210\u719f\uff08\u652f\u649110\u4e07\u7ea7\u5e76\u53d1\u975e\u5e38\u5bb9\u6613\uff09\u3002\u4e91\u5382\u5546\u5728\u8fd9\u4e00\u65b9\u5411\u7684\u5b9a\u4ef7\u51e0\u4e4e\u6ca1\u6709\u6ea2\u4ef7\uff0c\u5229\u6da6\u7a7a\u95f4\u6709\u9650\u3002<\/p>\n\n\n\n

\u2022\u6c99\u76d2\u7684\u7ec8\u5c40\u5f62\u6001\u662f\u8f7b\u91cf\u7ea7\u7684\u77ac\u65f6\u5bb9\u5668\uff08\u8dd1\u5b8c\u5373\u6bc1\uff09\uff0c\u8fd8\u662f\u9700\u8981\u6301\u4e45\u5316\u3001\u5e26GUI\u7684\u91cd\u578b\u73af\u5883\uff0c\u76ee\u524d\u5c1a\u4e0d\u660e\u6717\u3002<\/p>\n\n\n\n

Insight04<\/p>\n\n\n\n

\u6211\u4eec\u6b63\u5728\u8fdb\u5165\u201c\u9690\u79c1\u6362\u6548\u7387\u201d\u7684\u65f6\u4ee3<\/p>\n\n\n\n

\u4e3a\u4e86\u8ffd\u6c42\u6781\u81f4\u7684\u6548\u7387\u548c\u751f\u4ea7\u529b\uff0c\u7528\u6237\uff08\u5c24\u5176\u662f\u5f00\u53d1\u8005\u548c\u6781\u5ba2\u7fa4\u4f53\uff09\u5bf9\u9690\u79c1\u548c\u6743\u9650\u7684\u89c2\u5ff5\u6b63\u5728\u53d1\u751f\u6839\u672c\u6027\u7684\u8303\u5f0f\u8f6c\u79fb\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e3a\u4e86\u8ba9Agent\u80fd\u66f4\u597d\u5730\u7406\u89e3\u4e2a\u4eba\u4e0a\u4e0b\u6587\u5e76\u81ea\u52a8\u6267\u884c\u4efb\u52a1\uff0c\u5927\u5bb6\u5f00\u59cb\u613f\u610f\u8ba9\u6e21\u6781\u9ad8\u7684\u6743\u9650\u3002<\/p>\n\n\n\n

\u2022\u6709\u5f00\u53d1\u8005\u6b63\u5728\u5c1d\u8bd5\u8ba9AI\u76f4\u63a5\u64cd\u4f5c\u7528\u6237\u7684\u80a1\u7968\u8d26\u6237\uff0c\u8fdb\u884c\u7b56\u7565\u7f16\u5199\u3001\u56de\u6d4b\u751a\u81f3\u5b9e\u76d8\u4ea4\u6613\uff0c\u6709\u89c2\u70b9\u8ba4\u4e3a\u8fd9\u53ef\u80fd\u662f\u76ee\u524d\u80fd\u627e\u5230\u7684\u6700\u9ad8\u4ef7\u503cAgent\u4efb\u52a1\u4e4b\u4e00\u3002<\/p>\n\n\n\n

\u2022\u66f4\u5178\u578b\u7684\u4f8b\u5b50\u53d1\u751f\u5728OpenClaw\u7684\u4f7f\u7528\u4e0a\uff1a\u7528\u6237\u4e3a\u4e86\u83b7\u5f97\u66f4\u5feb\u7684\u4e0a\u4e0b\u6587\u5bf9\u9f50\uff0c\u76f4\u63a5\u8d4b\u4e88Agent\u8bfb\u53d6\u672c\u5730\u6240\u6709\u6587\u4ef6\u7684\u6743\u9650\u3002\u6709\u7528\u6237\u53d1\u73b0\uff0cAgent\u5728\u68c0\u7d22\u8fc7\u7a0b\u4e2d\u751a\u81f3\u4ece\u786c\u76d8\u7684\u89d2\u843d\u91cc\u7ffb\u51fa\u4e86\u4ed6\u7684Web3\u94b1\u5305\u516c\u94a5\u548c\u79c1\u94a5\u3002\u9762\u5bf9\u8fd9\u79cd\u201c\u88f8\u5954\u201d\u7684\u98ce\u9669\uff0c\u8be5\u7528\u6237\u7684\u53cd\u5e94\u5374\u662f\uff1a\u65e2\u7136\u5b83\u90fd\u627e\u5230\u4e86\uff0c\u4e0d\u5982\u76f4\u63a5\u5f15\u5bfc\u5b83\u53bb\u53bb\u4e2d\u5fc3\u5316\u4ea4\u6613\u6240\uff08DEX\uff09\u4e0a\u8dd1\u51e0\u7b14\u4ea4\u6613\u3002<\/p>\n\n\n\n

\u8fd9\u79cd\u4e3a\u4e86\u4fbf\u5229\u800c\u5168\u76d8\u6258\u4ed8\u201c\u8eab\u5bb6\u6027\u547d\u201d\u7684\u73b0\u8c61\uff0c\u6216\u8bb8\u6807\u5fd7\u7740\u6211\u4eec\u6b63\u5728\u8fdb\u5165\u4e00\u4e2a\u201c\u9690\u79c1\u6362\u6548\u7387\u201d\u7684\u6fc0\u8fdb\u65f6\u4ee3\u3002<\/p>\n\n\n\n

\u4f46\u8fd9\u79cd\u6fc0\u8fdb\u7684\u5c1d\u8bd5\u4e5f\u5df2\u7ecf\u5e26\u6765\u4e86\u60e8\u75db\u7684\u4ee3\u4ef7\u3002\u6bd4\u5982\u4e00\u4f4d\u535a\u4e3b\u66fe\u8ba9OpenClaw\u5728Polymarket\u4e0a\u6267\u884c\u4e0b\u6ce8\u4efb\u52a1\uff0c\u9884\u6d4b\u201c\u7f8e\u56fd\u653f\u5e9c\u6708\u5e95\u662f\u5426\u4f1a\u505c\u6446\u201d\uff0c\u539f\u672c\u8bbe\u5b9a\u7684\u5355\u6b21\u4e0b\u6ce8\u989d\u5ea6\u662f500\u7f8e\u91d1\u3002\u4f46\u7531\u4e8ePolymarket\u8fd9\u6837\u7684\u5e73\u53f0infra\u5c1a\u672a\u51c6\u5907\u597d\u4e3aAgent\u670d\u52a1\uff0c\u5e73\u53f0\u63a5\u53e3\u6ca1\u6709\u8fd4\u56de\u660e\u786e\u7684\u201c\u4e0b\u6ce8\u6210\u529f\u201d\u53c2\u6570\u3002\u8fd9\u5bfc\u81f4Agent\u8bef\u4ee5\u4e3a\u4efb\u52a1\u5931\u8d25\uff0c\u4e8e\u662f\u4e0d\u65ad\u91cd\u8bd5\uff0c\u6700\u7ec8\u91cd\u590d\u4e0b\u6ce8\u4e8640\u6b21\uff0c\u603b\u6295\u5165\u91d1\u989d\u9ad8\u8fbe1.8\u4e07\u7f8e\u91d1\uff0c\u7b2c\u4e8c\u5929\u4e8b\u4ef6\u53cd\u8f6c\u540e\uff0c\u8be5\u535a\u4e3b\u76f4\u63a5\u4e8f\u635f\u4e861.4\u4e07\u7f8e\u91d1\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u603b\u7684\u6765\u8bf4\uff0c\u5f53\u524d\u7684Agent\u751f\u6001\u6b63\u5904\u4e8e\u7c7b\u4f3c\u4e92\u8054\u7f51\u65e9\u671f\u7684\u201c\u7530\u56ed\u65f6\u4ee3\u201d\uff0c\u7528\u6237\u4e3a\u4e86\u4fbf\u5229\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u662f\u5728\u201c\u88f8\u5954\u201d\uff0c\u968f\u7740\u7528\u6237\u7fa4\u4f53\u4ece\u65e9\u671f\u5355\u7eaf\u7531\u597d\u5947\u5fc3\u9a71\u52a8\u7684\u7528\u6237\u8f6c\u5411\u5927\u4f17\uff0c\u6076\u610f\u8f6f\u4ef6\u548c\u9493\u9c7c\u653b\u51fb\u7b49\u5b89\u5168\u5a01\u80c1\u52bf\u5fc5\u4f1a\u5927\u5e45\u589e\u52a0\u3002<\/p>\n\n\n\n

\u884c\u4e1a\u53ef\u80fd\u9700\u8981\u7ecf\u5386\u51e0\u6b21\u4e25\u91cd\u7684\u5b89\u5168\u4e8b\u6545\u4f5c\u4e3a\u6559\u8bad\uff0c\u624d\u80fd\u771f\u6b63\u91cd\u89c6\u5b89\u5168\u3002<\/p>\n\n\n\n

Insight05<\/p>\n\n\n\n

The End of SaaS?<\/p>\n\n\n\n

\u6fc0\u8fdb\u6d3e\uff1a\u8f6f\u4ef6\u5c06\u88ab\u541e\u566c<\/p>\n\n\n\n

\u201cSoftware is being eaten\u201d\u867d\u7136\u6fc0\u8fdb\uff0c\u4f46\u786e\u5b9e\u662f\u76f8\u5bf9\u4e3b\u6d41\u53d9\u4e8b\uff0c\u5c24\u5176\u662f\u6700\u8fd1\u7f8e\u80a1\u5e02\u573a\u4e0aSaaS\u88ab\u666e\u904d\u770b\u7a7a\u3002<\/p>\n\n\n\n

\u8fd9\u4e00\u89c2\u70b9\u7684\u6838\u5fc3\u903b\u8f91\u662f\uff1a\u4eca\u5929\u5927\u5bb6\u7814\u7a76\u5982\u4f55\u8ba9Agent\u53bb\u64cd\u4f5c\u4e3a\u4eba\u7c7b\u8bbe\u8ba1\u7684\u4ea4\u4e92\u4ea7\u54c1\uff08\u5982\u70b9\u51fb\u6309\u94ae\u3001\u586b\u5199\u8868\u5355\uff09\u662f\u9519\u8bef\u7684\u65b9\u5411\u3002\u8f6f\u4ef6\u672c\u8d28\u4e0a\u53ea\u662f\u6d41\u7a0b\u7684\u8f7d\u4f53\uff0c\u5f53Agent\u80fd\u591f\u76f4\u63a5\u64cd\u4f5c\u6570\u636e\u548cAPI\u65f6\uff0c\u90a3\u4e9b\u4e13\u95e8\u4e3a\u4eba\u7c7b\u8bbe\u8ba1\u7684\u590d\u6742UI\u4ee5\u53ca\u4e2d\u95f4\u7684\u4e1a\u52a1\u903b\u8f91\u5c01\u88c5\uff08\u5982\u5ba1\u6279\u6d41\u3001\u586b\u8868\uff09\u5c06\u53d8\u5f97\u6beb\u65e0\u610f\u4e49\u3002Agent\u4f1a\u76f4\u63a5\u7ed5\u8fc7\u8fd9\u4e9b\u201c\u4e2d\u95f4\u6001\u201d\uff0c\u53bb\u63a5\u7ba1\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u968f\u7740Agent\u63a5\u7ba1\u7684\u4efb\u52a1\u8d8a\u6765\u8d8a\u591a\uff0c\u201c\u4e2d\u95f4\u6001\u201d\u5e02\u573a\u7a7a\u95f4\u90fd\u5c06\u88ab\u6781\u5ea6\u538b\u7f29\u3002\u76ee\u524d\u7684AutoGLM\u6216BrowserUse\u7b49\u5c1d\u8bd5\uff0c\u672c\u8d28\u4e0a\u90fd\u53ea\u662f\u4ece\u4eba\u64cd\u4f5c\u8f6f\u4ef6\u5230Agent\u64cd\u4f5c\u6570\u636e\u8fc7\u7a0b\u4e2d\u7684\u8fc7\u6e21\u5f62\u6001\u3002<\/p>\n\n\n\n

\u968f\u7740Agent\u53ef\u4ee5\u63a5\u7ba1\u4ee3\u7801\uff0c\u4f20\u7edf\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u7684\u7cbe\u7ec6\u5316\u5206\u5de5\uff08\u524d\u7aef\u3001\u540e\u7aef\u3001\u6d4b\u8bd5\u3001UI\uff09\u5c06\u5931\u53bb\u5b58\u5728\u7684\u7269\u7406\u57fa\u7840\u3002<\/p>\n\n\n\n

\u4ee5\u524d\u6709\u8fd9\u4e9b\u5206\u5de5\u662f\u56e0\u4e3a\u4eba\u7c7b\u8111\u529b\u6709\u9650\uff0c\u53ea\u80fd\u4e13\u6ce8\u5c40\u90e8\uff1b\u4f46\u73b0\u5728\uff0c\u4e00\u4e2a\u4eba\u5728Agent\u7684\u8f85\u52a9\u4e0b\uff0c80%\u7684\u65f6\u95f4\u7528\u4e8e\u8ba4\u77e5\u548c\u9876\u5c42\u8bbe\u8ba1\uff0c20%\u7684\u65f6\u95f4\u7528\u4e8e\u6267\u884c\u3002\u8fd9\u610f\u5473\u7740\u201c\u5168\u6808\u201d\u4e0d\u518d\u662f\u80fd\u529b\u6807\u7b7e\uff0c\u50cf\u817e\u8bafTAPD\u8fd9\u7c7b\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u6216\u8bb8\u5c06\u4e0d\u518d\u88ab\u9700\u8981\u3002<\/p>\n\n\n\n

\"\"\/<\/figure>\n\n\n\n

\u76ee\u524d\u5df2\u7ecf\u51fa\u73b0\u4e86\u50cfTapTap Creator\u8fd9\u6837\u7684\u4ea7\u54c1\uff0c\u7528\u6237\u5373\u4fbf\u4e0d\u61c2\u4ee3\u7801\uff0c\u53ea\u9700\u8f93\u5165\u6307\u4ee4\uff0c\u6bd4\u5982\u201c\u628a\u8fd9\u4e2a\u4e8c\u7ef4\u8d2a\u5403\u86c7\u505a\u62103D\u7684\u201d\uff0c\u7cfb\u7edf\u5c31\u80fd\u76f4\u63a5\u751f\u6210\u6e38\u620f\u5185\u5bb9\u3002\u8fd9\u610f\u5473\u7740\uff0c\u672a\u6765\u8fd9\u4e9b\u539f\u672c\u5fc5\u987b\u7531\u4e13\u4e1a\u4eba\u58eb\u64cd\u4f5c\u7684Unity\u6216\u8005Unreal\u8fd9\u7c7b\u590d\u6742\u5f15\u64ce\uff0c\u5f88\u6709\u53ef\u80fd\u88ab\u7528\u81ea\u7136\u8bed\u8a00\u751f\u62103D\u4e92\u52a8\u5185\u5bb9\u7684\u65b9\u5f0f\u6240\u53d6\u4ee3\u3002\u867d\u7136\u76ee\u524d\u76843D\u6548\u679c\u8fd8\u5f88\u521d\u7ea7\uff0c\u4f46\u8fd9\u6697\u793a\u4e86\u8f6f\u4ef6\u4f5c\u4e3a\u4eba\u7c7b\u64cd\u4f5c\u5de5\u5177\u7684\u5c5e\u6027\u5c06\u88ab\u5f7b\u5e95\u5265\u79bb\uff0c\u672a\u6765\u53ef\u80fd\u4e0d\u9700\u8981\u4e2d\u95f4\u7684\u8f6f\u4ef6\u5c42\uff0c\u800c\u662f\u76f4\u63a5\u7531Agent\u4ea4\u4ed8\u6700\u7ec8\u7ed3\u679c\u3002<\/p>\n\n\n\n

\u4fdd\u5b88\u6d3e\uff1aSoftware as Tools<\/p>\n\n\n\n

\u8fd9\u4e00\u6d3e\u89c2\u70b9\u5f3a\u8c03\u5fc5\u987b\u533a\u5206\u4eba\u4e0e\u5de5\u5177\uff0c\u5728Agents\u7206\u53d1\u540e\u7684\u751f\u4ea7\u5173\u7cfb\u4e2d\uff1a\u8f6f\u4ef6\u6f14\u53d8\u4e3a\u5de5\u5177\uff0cAgent\u662f\u5de5\u4eba\uff1a<\/p>\n\n\n\n

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\u2022\u8f6f\u4ef6\u5177\u5907100%\u7684\u51c6\u786e\u6027\u3001\u7edd\u5bf9\u7684\u7a33\u5b9a\u6027\u548c\u6d41\u7a0b\u56fa\u5316\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u5145\u5f53\u201c\u5de5\u5177\u201d\u6216\u201c\u673a\u5668\u201d\u7684\u89d2\u8272\u3002<\/p>\n\n\n\n

\u5c31\u50cf\u5728\u73b0\u4ee3\u5de5\u5382\u91cc\uff0c\u6211\u4eec\u4f9d\u7136\u9700\u8981\u9ad8\u6548\u7387\u7684\u6d41\u6c34\u7ebf\u673a\u5668\u6765\u710a\u63a5\u7535\u8def\u677f\uff0c\u800c\u4e0d\u4f1a\u7528\u5177\u8eab\u673a\u5668\u4eba\u53bb\u66ff\u4ee3\u5b83\u4e00\u6837\uff0c\u4f01\u4e1a\u8f6f\u4ef6\uff08\u5982ERP\uff09\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u7ed3\u679c\u7684\u7edd\u5bf9\u7a33\u5b9a\u548c\u53ef\u590d\u73b0\uff0c\u8fd9\u662f\u6982\u7387\u6027\u7684Agent\u65e0\u6cd5\u66ff\u4ee3\u7684\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c\u5728\u4f01\u4e1a\u91cc\uff0c\u8f6f\u4ef6\u4e0d\u4f1a\u5b8c\u5168\u88abAgent\u66ff\u4ee3\uff0c\u800c\u662f\u4f1a\u9000\u5316\u4e3a\u5e95\u5c42\u7684\u5de5\u5177\u548c\u6570\u636e\u5e93\uff0c\u66f4\u591a\u5730\u7531Agent\u901a\u8fc7\u4ee3\u7801\u6765\u9a71\u52a8\u548c\u64cd\u4f5c\uff0c\u800c\u975e\u901a\u8fc7UI\u4f9b\u4eba\u7c7b\u70b9\u51fb\u3002<\/p>\n\n\n\n

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\u2022\u5bf9\u4e8eTo B\u4e1a\u52a1\u6765\u8bf4\uff0c\u8f6f\u4ef6\u5382\u5546\u9700\u8981\u5b9a\u4e49\u6e05\u695a\u4f01\u4e1a\u5185\u90e8\u7684\u7ec4\u7ec7\u903b\u8f91\u3001\u9690\u79c1\u8fb9\u754c\u548c\u4e1a\u52a1\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n

\u2022\u5728To C\u9886\u57df\uff0c\u5bf9\u5e94\u7684\u5c31\u662f\u5982\u4f55\u77e5\u9053\u4e2a\u4eba\u9690\u79c1\u3002<\/p>\n\n\n\n

Insight06<\/p>\n\n\n\n

\u5982\u4f55\u5b9e\u73b0Agent\u7684\u771f\u6b63\u6cdb\u5316\uff1f<\/p>\n\n\n\n

\u76ee\u524d\u5168\u7403\u670920\u4ebf\u4eba\u4f7f\u7528\u8fc7Chatbot\uff08\u5982ChatGPT\u3001\u8c46\u5305\u7b49\uff09\uff0c\u4f46\u771f\u6b63\u4f7f\u7528\u8fc7Agent\uff08\u5982Claude Code\u3001Manus\uff09\u7684\u4eba\u6570\u53ef\u80fd\u53ea\u6709\u51e0\u5343\u4e07\u7684\u91cf\u7ea7\u3002<\/p>\n\n\n\n

Chatbot\u672c\u8d28\u4e0a\u88ab\u5927\u5bb6\u5f53\u6210\u4e86\u641c\u7d22\u5f15\u64ce\u5728\u7528\uff0c\u641c\u7d22\u5f15\u64ce\u662f\u4e00\u4e2a\u5df2\u7ecf\u88ab\u666e\u53ca\u4e86\u51e0\u5341\u5e74\u7684\u4e60\u60ef\uff0c\u800cAgent\u4ee3\u8868\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u4ea4\u4e92\u8303\u5f0f\uff0c\u8981\u628a\u8fd9\u4e2a\u65b0\u8303\u5f0f\u7684\u7528\u6237\u89c4\u6a21\u4ece\u51e0\u5343\u4e07\u5e26\u5230\u51e0\u5341\u4ebf\uff0c\u4e2d\u95f4\u5b58\u572850\u5230100\u500d\u7684\u5de8\u5927\u5dee\u8ddd\u3002<\/p>\n\n\n\n

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1.\u9762\u5411\u786c\u6838\u6280\u672f\u4eba\u5458\u7684\u4ea7\u54c1\uff0c\u4ee5Claude Code\u4e3a\u5178\u578b\u4ee3\u8868<\/p>\n\n\n\n

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3.\u6700\u5177\u7206\u53d1\u6f5c\u529b\u7684\u5927\u4f17\u793e\u4ea4\u4ea7\u54c1\uff0c\u4ee5OpenClaw\u8fd9\u7c7b\u4ea7\u54c1\u4e3a\u4ee3\u8868\u7684IM Bot\uff08\u5373\u5728Telegram\/Discord\u7b49\u793e\u4ea4\u8f6f\u4ef6\u4e2d\u8fd0\u884c\u7684Agent\uff09<\/p>\n\n\n\n

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