{"id":6393,"date":"2026-07-31T21:01:23","date_gmt":"2026-07-31T13:01:23","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/07\/31\/%e4%b8%80%e5%b9%b4%e8%bf%9e%e8%9e%8d%e4%b8%89%e8%bd%ae%e6%95%b0%e4%ba%bf%e5%85%83%ef%bc%81%e5%ad%97%e8%8a%82%e6%b8%85%e5%8d%8e%e5%a7%9a%e7%8f%ad%ef%bc%8c%e9%87%8d%e6%9e%84%e4%bc%81%e4%b8%9a%e8%bd%af\/"},"modified":"2026-07-31T21:01:23","modified_gmt":"2026-07-31T13:01:23","slug":"%e4%b8%80%e5%b9%b4%e8%bf%9e%e8%9e%8d%e4%b8%89%e8%bd%ae%e6%95%b0%e4%ba%bf%e5%85%83%ef%bc%81%e5%ad%97%e8%8a%82%e6%b8%85%e5%8d%8e%e5%a7%9a%e7%8f%ad%ef%bc%8c%e9%87%8d%e6%9e%84%e4%bc%81%e4%b8%9a%e8%bd%af","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/07\/31\/%e4%b8%80%e5%b9%b4%e8%bf%9e%e8%9e%8d%e4%b8%89%e8%bd%ae%e6%95%b0%e4%ba%bf%e5%85%83%ef%bc%81%e5%ad%97%e8%8a%82%e6%b8%85%e5%8d%8e%e5%a7%9a%e7%8f%ad%ef%bc%8c%e9%87%8d%e6%9e%84%e4%bc%81%e4%b8%9a%e8%bd%af\/","title":{"rendered":"\u4e00\u5e74\u8fde\u878d\u4e09\u8f6e\u6570\u4ebf\u5143\uff01\u5b57\u8282+\u6e05\u534e\u59da\u73ed\uff0c\u91cd\u6784\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b"},"content":{"rendered":"
\"\u4e00\u5e74\u8fde\u878d\u4e09\u8f6e\u6570\u4ebf\u5143\uff01\u5b57\u8282+\u6e05\u534e\u59da\u73ed\uff0c\u91cd\u6784\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\"\/<\/div><\/figure>\n
\"\u4e00\u5e74\u8fde\u878d\u4e09\u8f6e\u6570\u4ebf\u5143\uff01\u5b57\u8282+\u6e05\u534e\u59da\u73ed\uff0c\u91cd\u6784\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\"\/<\/div><\/figure>\n
\"\u4e00\u5e74\u8fde\u878d\u4e09\u8f6e\u6570\u4ebf\u5143\uff01\u5b57\u8282+\u6e05\u534e\u59da\u73ed\uff0c\u91cd\u6784\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\"\/<\/div><\/figure>\n
\"\u4e00\u5e74\u8fde\u878d\u4e09\u8f6e\u6570\u4ebf\u5143\uff01\u5b57\u8282+\u6e05\u534e\u59da\u73ed\uff0c\u91cd\u6784\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\"\/<\/div><\/figure>\n

\u8981\u505a\u786c\u6838\u7684\u4e8b\u60c5\uff0c\u800c\u975e\u6458\u4f4e\u5782\u7684\u679c\u5b9e<\/p>\n

\u6210\u7acb\u521a\u6ee1\u4e00\u5e74\uff0c\u8fde\u7eed\u5b8c\u6210\u4e09\u8f6e\u878d\u8d44\uff0c\u603b\u91d1\u989d\u6570\u4ebf\u5143\u3002<\/p>\n

\u6700\u65b0\u4e00\u8f6e\uff0c\u4e34\u82af\u6295\u8d44\u9886\u6295\uff0c\u534e\u63a7\u57fa\u91d1\u7ee7\u7eed\u52a0\u7801\u2014\u2014\u4e00\u4e2a\u65b0\u6295\u8d44\u65b9\u5165\u573a\uff0c\u4e00\u4e2a\u8001\u80a1\u4e1c\u8ffd\u6295\u3002<\/p>\n

\u62ff\u5230\u94b1\u7684\u8fd9\u5bb6\u516c\u53f8\uff0c\u53eb\u8bcd\u5143\u65e0\u9650\uff08Tokens Infinity AI\uff09\uff0c\u4e00\u5bb6\u9762\u5411\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\u7684AI Agent\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\u3002<\/p>\n

CEO\u6768\u840d\uff0c\u6b64\u524d\u5728\u5b57\u8282\u8df3\u52a8\u505a\u51fa\u4e86MarsCode\u548cTrae\uff0c\u4e3b\u5bfc\u8fc7\u6570\u4e07\u4eba\u7ea7\u7814\u53d1\u4f53\u7cfb\u7684AI\u5316\u6539\u9020\u3002\u4e00\u5e74\u524d\uff0c\u5979\u8f6c\u8eab\u79bb\u5f00\uff0c\u521b\u529e\u8bcd\u5143\u65e0\u9650\u3002<\/p>\n

\u8d77\u70b9\uff0c\u6765\u81ea\u5979\u5f53\u65f6\u7684\u4e00\u4e2a\u5224\u65ad\uff1a<\/p>\n

AI Coding\u771f\u6b63\u7684\u5927\u673a\u4f1a\uff0c\u4e0d\u5728To C\u5de5\u5177\uff0c\u800c\u5728To B\u7684\u8f6f\u4ef6\u5de5\u7a0b\u73b0\u573a\u3002<\/p>\n

\u4e00\u5e74\u8fc7\u53bb\uff0c\u8fd9\u4e2a\u5224\u65ad\u6b63\u5728\u6210\u4e3a\u884c\u4e1a\u5171\u8bc6\u3002<\/p>\n

\u8fc7\u53bb\u4e00\u5e74\uff0cAI\u751f\u6210\u4ee3\u7801\u7684\u80fd\u529b\u5df2\u7ecf\u88ab\u5145\u5206\u9a8c\u8bc1\u2014\u2014AI\u5199\u4ee3\u7801\u7684\u901f\u5ea6\uff0c\u662f\u4eba\u768410\u500d\u4ee5\u4e0a\u3002<\/p>\n

\u4f46\u4e00\u4e2a\u77db\u76fe\u4e5f\u8d8a\u6765\u8d8a\u523a\u773c\uff1a\u4f01\u4e1a\u771f\u6b63\u5173\u5fc3\u7684\u4ea4\u4ed8\u6548\u7387\uff0c\u5e76\u6ca1\u6709\u540c\u6b65\u653e\u592710\u500d\u3002<\/p>\n

\u4e00\u4f4d\u5927\u5382\u7814\u53d1\u8d1f\u8d23\u4eba\u66fe\u516c\u5f00\u5206\u4eab\u8fc7\u4e00\u7ec4\u6570\u636e\uff1a\u4e2a\u4f53\u63d0\u6548\u53ef\u4ee5\u505a\u523010\u500d\uff0c\u4f46\u6fc0\u8fdb\u4f7f\u7528AI\u7684\u90e8\u95e8\uff0c\u6574\u4f53\u7814\u53d1\u63d0\u6548\u4e5f\u53ea\u6709\u7ea660%\u3002<\/p>\n

\u4e2d\u95f4\u5dee\u6389\u7684\u90a3\u90e8\u5206\uff0c\u53bb\u54ea\u4e86\uff1f<\/p>\n

\u7b54\u6848\u85cf\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u5168\u94fe\u8def\u91cc\u3002\u8981\u771f\u6b63\u5403\u4e0b\u8fd9\u6ce2\u7ea2\u5229\uff0c\u4f01\u4e1a\u9700\u8981\u7684\u4e0d\u662f\u53c8\u4e00\u4e2a\u5199\u4ee3\u7801\u7684\u5de5\u5177\uff0c\u800c\u662f\u4e00\u5957\u80fd\u8fdb\u5165\u7814\u53d1\u4e3b\u6d41\u7a0b\u3001\u8fde\u63a5\u4e0a\u4e0b\u6587\u3001\u9700\u6c42\u3001\u8bc4\u5ba1\u3001\u6d4b\u8bd5\u4e0e\u4ea4\u4ed8\u7ed3\u679c\u7684AI Agent\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u8d44\u672c\u8fde\u6295\u4e09\u8f6e\uff0c\u770b\u4e2d\u7684\u6b63\u662f\u8fd9\u4e00\u5c42\u3002<\/p>\n

\u67d0\u79cd\u610f\u4e49\u4e0a\uff0c\u300c\u8bcd\u5143\u65e0\u9650\u300d\u8fd9\u4e2a\u540d\u5b57\u672c\u8eab\uff0c\u4e5f\u8e29\u4e2d\u4e86\u5f53\u4e0bAI\u5e94\u7528\u7684\u4e00\u6761\u6697\u7ebf\u2014\u2014<\/p>\n

\u5f53\u6a21\u578b\u8c03\u7528\u3001Token\u6d88\u8017\u3001Agent\u8fd0\u884c\u6210\u4e3a\u4f01\u4e1aAI\u6210\u672c\u4e0e\u6548\u7387\u7684\u57fa\u672c\u5355\u4f4d\uff0c\u600e\u4e48\u8ba9\u6bcf\u4e00\u4e2aToken\u771f\u6b63\u8f6c\u5316\u4e3a\u7ed3\u679c\uff0c\u6b63\u5728\u6210\u4e3a\u65b0\u7684\u4ea7\u4e1a\u547d\u9898\u3002<\/p>\n

AI Coding\u6700\u65e9\u8ba9\u4eba\u5174\u594b\u7684\u70b9\u5728\u4e8e\uff0c\u5b83\u628a\u300c\u5199\u4ee3\u7801\u300d\u8fd9\u4ef6\u4e8b\u771f\u7684\u81ea\u52a8\u5316\u4e86\u3002<\/p>\n

\u4eceCopilot\u3001Cursor\uff0c\u5230Claude Code\u3001Codex\u3001Trae\u3001Qoder\uff0c\u4e00\u6279\u6279\u5de5\u5177\u5df2\u7ecf\u8bc1\u660e\uff1a\u5927\u6a21\u578b\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u4e2a\u4eba\u5f00\u53d1\u8005\u7684\u7f16\u7801\u6548\u7387\u3002<\/p>\n

\u4f46\u8f6f\u4ef6\u7814\u53d1\uff0c\u4ece\u6765\u4e0d\u53ea\u662f\u5199\u4ee3\u7801\u3002<\/p>\n

\u771f\u5b9e\u94fe\u8def\u91cc\uff0c\u8fd8\u6709\u9700\u6c42\u7406\u89e3\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u4ee3\u7801\u8bc4\u5ba1\u3001\u6d4b\u8bd5\u9a8c\u8bc1\u3001\u4e0a\u7ebf\u53d1\u5e03\u548c\u957f\u671f\u7ef4\u62a4\u2014\u2014\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u5361\u4f4f\uff0c\u524d\u9762\u7684\u4ee3\u7801\u751f\u6210\u6548\u7387\u90fd\u4f1a\u88ab\u5403\u6389\u3002<\/p>\n

\u4f01\u4e1a\u7ea7\u573a\u666f\u5c24\u5176\u5982\u6b64\uff1a\u52a8\u8f84\u51e0\u5341\u4e07\u3001\u4e0a\u767e\u4e07\u884c\u7684\u5b58\u91cf\u4ee3\u7801\u5e93\uff0c\u76d8\u6839\u9519\u8282\u7684\u8c03\u7528\u4f9d\u8d56\uff0c\u4e25\u683c\u7684\u6d4b\u8bd5\u8bc4\u5ba1\u4e0e\u5b89\u5168\u8981\u6c42\u3002\u4ee5\u94f6\u884c\u4e3a\u4f8b\uff0c90%\u4ee5\u4e0a\u7684\u5f00\u53d1\u5de5\u4f5c\u662f\u5b58\u91cf\u7cfb\u7edf\u8fed\u4ee3\uff0c\u800c\u4e0d\u662f\u4ece\u96f6\u5199\u4e2a\u65b0\u5e94\u7528\u3002<\/p>\n

\u8fd9\u4e5f\u89e3\u91ca\u4e86\uff0c\u4e3a\u4ec0\u4e48\u901a\u7528Agent\u5e73\u53f0\u4e00\u8fdb\u4e25\u8083\u573a\u666f\uff0c\u5c31\u300c\u4f7f\u4e0d\u4e0a\u52b2\u300d\u3002<\/p>\n

\u6240\u4ee5\u5bf9\u4f01\u4e1a\u6765\u8bf4\uff0cAI\u5199\u4e86\u591a\u5c11\u884c\u4ee3\u7801\uff0c\u53cd\u800c\u4e0d\u662f\u91cd\u70b9\uff0c\u91cd\u70b9\u662f\uff1a\u9700\u6c42\u80fd\u4e0d\u80fd\u66f4\u5feb\u4e0a\u7ebf\uff1f\u7a33\u5b9a\u6027\u548c\u8d28\u91cf\u80fd\u4e0d\u80fd\u515c\u4f4f\uff1f\u8fd9\u7b14\u6295\u5165ROI\u6700\u540e\u5212\u4e0d\u5212\u7b97\uff1f<\/p>\n

\u4e2a\u4eba\u7528\u6237\u53ef\u80fd\u4f1a\u4e3a\u5174\u8da3\u548c\u6548\u7387\u4e70\u5355\uff0c\u4f46\u4f01\u4e1a\u5ba2\u6237\u6c38\u8fdc\u4e3b\u8981\u4e3a\u7ed3\u679c\u4e70\u5355\u3002\u6211\u4eec\u7684\u6280\u672f\u8981\u4e3a\u7ed3\u679c\u670d\u52a1\uff0c\u4ea7\u54c1\u8981\u4e3a\u7ed3\u679c\u670d\u52a1\uff0c\u6700\u7ec8\u843d\u5230\u5ba2\u6237\u73b0\u573a\u7684\u80fd\u529b\uff0c\u4e5f\u8981\u4e3a\u7ed3\u679c\u670d\u52a1\u3002<\/p>\n

\u5979\u6253\u4e86\u4e2a\u5f88\u751f\u6d3b\u5316\u7684\u6bd4\u65b9\uff1a<\/p>\n

\u8d70\u8fdb\u4e00\u5bb6\u9910\u9986\uff0c\u4f60\u5e76\u4e0d\u5173\u5fc3\u4e00\u7897\u9762\u662f\u600e\u4e48\u88ab\u505a\u51fa\u6765\u7684\u3002\u628a\u9700\u6c42\u8bb2\u6e05\u695a\uff0c\u6700\u540e\u7aef\u4e0a\u6765\u4e00\u7897\u80fd\u5403\u3001\u597d\u5403\u3001\u7b26\u5408\u9884\u671f\u7684\u9762\uff0c\u8fd9\u4ef6\u4e8b\u624d\u6210\u7acb\u3002<\/p>\n

\u8f6f\u4ef6\u4e5f\u4e00\u6837\u3002\u6ca1\u6709\u4eba\u4e3a\u4ee3\u7801\u672c\u8eab\u4ed8\u94b1\u2014\u2014\u4f01\u4e1a\u4e3a\u8f6f\u4ef6\u4ed8\u94b1\uff0c\u662f\u56e0\u4e3a\u5b83\u6ee1\u8db3\u4e86\u9700\u6c42\u3001\u89e3\u51b3\u4e86\u95ee\u9898\uff0c\u5e76\u4e14\u80fd\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n

\u987a\u7740\u8fd9\u4e2a\u903b\u8f91\uff0c\u8bcd\u5143\u65e0\u9650\u628a\u5546\u4e1a\u6a21\u5f0f\u4e5f\u5f80\u524d\u63a8\u4e86\u4e00\u6b65\uff1a\u4ece\u5356\u5e2d\u4f4d\u3001\u5356API\u8c03\u7528\u3001\u5356Token\u6d88\u8017\uff0c\u8d70\u5411\u300c\u7ed3\u679c\u5373\u670d\u52a1\u300d\uff08Result-as-a-Service\uff09\u3002<\/p>\n

\u56e0\u4e3a\u65e7\u7684\u8ba1\u91cf\u65b9\u5f0f\uff0c\u56de\u7b54\u4e0d\u4e86\u90a3\u4e2a\u8d8a\u6765\u8d8a\u5c16\u9510\u7684\u95ee\u9898\uff1aAI\u5230\u5e95\u5e2e\u4f01\u4e1a\u4ea4\u4ed8\u4e86\u4ec0\u4e48\uff1f<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8bcd\u5143\u65e0\u9650\u7ed9\u5ba2\u6237\u7684\u63d0\u6548\u76ee\u6807\u4e5f\u5f88\u5b9e\u5728\uff1a\u4e0d\u5439\u300c\u4eba\u4eba10\u500d\u300d\uff0c\u800c\u662f\u901a\u8fc7\u7edf\u4e00\u7684Agent Infra\u4e0eHarness\u6846\u67b6\uff0c\u628a\u56e2\u961f\u6574\u4f53\u63d0\u6548\u505a\u52302\u500d\u3001\u5e76\u54113\u500d4\u500d\u63a8\u8fdb\u2014\u2014\u5bf9\u4e00\u4e2a\u767e\u4eba\u4e43\u81f3\u4e0a\u5343\u4eba\u7684\u7814\u53d1\u7ec4\u7ec7\u6765\u8bf4\uff0c\u8fd9\u662f\u5de8\u5927\u7684\u771f\u5b9e\u4ef7\u503c\u3002<\/p>\n

\u8fd9\u5c31\u628aAI Coding\u7684\u7ade\u4e89\u7126\u70b9\u5f80\u524d\u63a8\u4e86\u4e00\u6b65\uff1a\u7b2c\u4e00\u9636\u6bb5\uff0c\u6bd4\u7684\u662f\u8c01\u5199\u5f97\u5feb\uff1b\u8fdb\u5165\u4f01\u4e1a\u4e4b\u540e\uff0c\u6bd4\u7684\u662f\u8c01\u4ea4\u4ed8\u5f97\u7a33\u3002<\/p>\n

\u5c24\u5176\u5728\u94f6\u884c\u3001\u4fdd\u9669\u3001\u653f\u4f01\u3001\u5927\u578b\u8f6f\u4ef6\u670d\u52a1\u5546\u8fd9\u4e9b\u4e25\u8083\u573a\u666f\u91cc\uff0c\u4f01\u4e1a\u5e76\u975e\u4e0d\u6562\u5c1d\u8bd5AI\uff0c\u800c\u662f\u4e0d\u80fd\u63a5\u53d7\u4e00\u4e2a\u4e0d\u53ef\u63a7\u3001\u4e0d\u53ef\u5ba1\u8ba1\u3001\u4e0d\u53ef\u89e3\u91ca\u7684Agent\u76f4\u63a5\u8fdb\u5165\u751f\u4ea7\u7cfb\u7edf\u3002<\/p>\n

\u300c\u5168\u81ea\u4e3b\u300d\u610f\u5473\u7740\u4f01\u4e1a\u53ef\u4ee5\u5b8c\u5168\u638c\u63a7\u81ea\u5df1\u7684AI\u57fa\u7840\u8bbe\u65bd\u3002\u8bcd\u5143\u65e0\u9650\u4ece\u8bbe\u8ba1\u4e4b\u521d\u5c31\u4fdd\u6301\u4e86\u6a21\u578b\u4e2d\u7acb\uff0c\u4e0d\u4e0e\u4efb\u4f55\u5355\u4e00\u6a21\u578b\u7ed1\u5b9a\uff0c\u652f\u6301\u5168\u5957\u79c1\u6709\u5316\u90e8\u7f72\u3002\u4ee3\u7801\u3001\u6570\u636e\u3001\u4e1a\u52a1\u6d41\u7a0b\u5168\u90e8\u8fd0\u884c\u5728\u81ea\u6709\u73af\u5883\u4e2d\uff0c\u4f01\u4e1a\u62e5\u6709\u5b8c\u6574\u7684\u6570\u636e\u4e3b\u6743\u548c\u4ea7\u54c1\u4e3b\u6743\u3002<\/p>\n

\u300c\u9ad8\u5b89\u5168\u300d\u662f\u5bf9Agent\u8fd0\u884c\u65f6\u8fb9\u754c\u7684\u7cfb\u7edf\u6027\u7ba1\u63a7\u3002Agent\u8fdb\u5165\u7814\u53d1\u751f\u4ea7\u7cfb\u7edf\uff0c\u5fc5\u987b\u6709\u660e\u786e\u7684\u6743\u9650\u8fb9\u754c\u3001\u6570\u636e\u8fb9\u754c\u548c\u80fd\u529b\u8c03\u7528\u8fb9\u754c\u3002\u8bcd\u5143\u65e0\u9650\u7684\u5b89\u5168\u4f53\u7cfb\u8986\u76d6\u4ece\u6743\u9650\u7ba1\u63a7\u3001\u6570\u636e\u9694\u79bb\u5230\u64cd\u4f5c\u5ba1\u8ba1\u7684\u5b8c\u6574\u94fe\u8def\uff0c\u505a\u5230\u8fc7\u7a0b\u53ef\u8ffd\u8e2a\u3001\u98ce\u9669\u53ef\u963b\u65ad\u3002<\/p>\n

\u300c\u81ea\u8fdb\u5316\u300d\u5219\u6307\u5411AI\u80fd\u529b\u7684\u6301\u7eed\u751f\u957f\u3002\u8bcd\u5143\u65e0\u9650\u7684\u5e73\u53f0\u5e76\u975e\u4e00\u6b21\u6027\u4ea4\u4ed8\u7684\u5de5\u5177\uff0c\u6bcf\u4e00\u6b21\u843d\u5730\u53cd\u9988\u548c\u4e1a\u52a1\u4e0a\u4e0b\u6587\u7406\u89e3\u90fd\u56de\u6d41\u5230\u4ea7\u54c1\u4e2d\uff0c\u5728\u771f\u5b9e\u4efb\u52a1\u548c\u4ee3\u7801\u8bc4\u5ba1\u4e2d\u6301\u7eed\u6c89\u6dc0\u4f01\u4e1a\u81ea\u5df1\u7684\u5de5\u7a0b\u77e5\u8bc6\uff0c\u8ba9Agent\u8d8a\u7528\u8d8a\u61c2\u5ba2\u6237\u7684\u7cfb\u7edf\u3001\u6d41\u7a0b\u548c\u6807\u51c6\u3002<\/p>\n

\u56e0\u6b64\uff0c\u8bcd\u5143\u65e0\u9650\u7ed9\u4f01\u4e1a\u7ea7AI Agent\u57fa\u7840\u8bbe\u65bd\u5b9a\u4e0b\u4e09\u4e2a\u5173\u952e\u8bcd\uff1a\u5168\u81ea\u4e3b\u3001\u9ad8\u5b89\u5168\u3001\u81ea\u8fdb\u5316\u3002<\/p>\n

\u8fd9\u4e0e\u521a\u521a\u7ed3\u675f\u76842026\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u91ca\u653e\u7684\u98ce\u5411\uff0c\u521a\u597d\u547c\u5e94\uff1aAI\u8981\u66f4\u5feb\u8fdb\u5165\u5343\u884c\u767e\u4e1a\uff0c\u540c\u65f6\u5fc5\u987b\u628a\u5b89\u5168\u3001\u53ef\u9760\u3001\u53ef\u63a7\u653e\u5728\u66f4\u91cd\u8981\u7684\u4f4d\u7f6e\u3002<\/p>\n

\u62c6\u5f00\u8bcd\u5143\u65e0\u9650\u7684\u4ea7\u54c1\u4f53\u7cfb\uff0c\u662f\u4e00\u6761\u6e05\u6670\u7684\u642d\u5efa\u8def\u5f84\uff0c\u6574\u4f53\u5448\u91d1\u5b57\u5854\u7ed3\u6784\u3002<\/p>\n

\u7b2c\u4e00\u5c42\uff0c\u662f\u5177\u4f53\u5e72\u6d3b\u7684Agent\u2014\u2014\u4eceAI Coding\u548c\u6d4b\u8bd5\u4e24\u4e2a\u573a\u666f\u5207\u5165\u3002<\/p>\n

InfCode\uff0c\u6570\u5b57\u7a0b\u5e8f\u5458\u3002\u9762\u5411\u4f01\u4e1a\u7ea7\u590d\u6742\u4ee3\u7801\u5f00\u53d1\uff0c\u8986\u76d6\u5b58\u91cf\u4ee3\u7801\u7406\u89e3\u3001\u4efb\u52a1\u62c6\u89e3\u3001\u4ee3\u7801\u751f\u6210\u3001\u4ee3\u7801\u8bc4\u5ba1\u548c\u6d4b\u8bd5\u751f\u6210\uff0c\u628a\u9700\u6c42\u843d\u6210\u53ef\u6267\u884c\u7684\u4ee3\u7801\u53d8\u66f4\u3002<\/p>\n

InfTest\uff0c\u6570\u5b57\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u3002\u8d1f\u8d23\u8d28\u91cf\u9a8c\u8bc1\u4e0e\u8d28\u91cf\u95e8\u7981\uff0c\u8986\u76d6\u5355\u5143\u6d4b\u8bd5\u3001\u63a5\u53e3\u6d4b\u8bd5\u3001\u56de\u5f52\u6d4b\u8bd5\u7b49\u591a\u5c42\u6d4b\u8bd5\u573a\u666f\uff0c\u81ea\u52a8\u751f\u6210\u7528\u4f8b\u3001\u6267\u884c\u6d4b\u8bd5\u3001\u5206\u6790\u7f3a\u9677\uff0c\u5e76\u4e0e\u5f00\u53d1Agent\u8054\u52a8\u3002<\/p>\n

InfCode\u4e0eInfTest\u4e4b\u95f4\u91cc\u8fd8\u85cf\u7740\u4e00\u4e2a\u6709\u610f\u601d\u7684\u673a\u5236\uff1a\u751f\u6210\u2014\u6d4b\u8bd5\u2014\u5bf9\u6297\u3002<\/p>\n

\u5728\u6a21\u578b\u80fd\u529b\u4e0d\u8db3\u4ee5\u4e00\u6b21\u6027\u641e\u5b9a\u590d\u6742\u95ee\u9898\u65f6\uff0c\u8ba9\u4ee3\u7801\u751f\u6210\u4e0e\u6d4b\u8bd5\u4e92\u76f8\u5bf9\u6297\u3001\u53cd\u590d\u8fed\u4ee3\u2014\u2014\u7528CTO\u738b\u4f1f\u7684\u8bdd\u8bf4\uff0c\u5c31\u662f\u628a\u300c\u62bd\u5361\u300d\u5f0f\u7684\u4e0d\u786e\u5b9a\u8fc7\u7a0b\uff0c\u53d8\u6210\u53ef\u9760\u4ea4\u4ed8\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u5148\u505aCoding\u548c\u6d4b\u8bd5\uff1f\u56e0\u4e3a\u8fd9\u4e24\u4e2a\u573a\u666f\u9ad8\u9891\u3001\u521a\u9700\uff0c\u800c\u4e14\u7ed3\u679c\u6700\u5bb9\u6613\u9a8c\u8bc1\u2014\u2014\u6b63\u597d\u662f\u300c\u4e3a\u7ed3\u679c\u4e70\u5355\u300d\u903b\u8f91\u7684\u7b2c\u4e00\u7ad9\u3002<\/p>\n

\u7b2c\u4e8c\u5c42\uff0c\u662f\u5de5\u7a0b\u7406\u89e3\u4e0e\u80fd\u529b\u6c89\u6dc0\u2014\u2014\u4e00\u652f\u300c\u6570\u5b57\u67b6\u6784\u5e08\u56e2\u961f\u300d\u3002<\/p>\n

DeepMap\u8d1f\u8d23\u8bfb\u61c2\u4f01\u4e1a\u7684\u590d\u6742\u5b58\u91cf\u7cfb\u7edf\uff1a\u901a\u8bfb\u5168\u90e8\u4ee3\u7801\u4ed3\u4e0e\u6587\u6863\uff0c\u56f4\u7ed5\u4ee3\u7801\u5e93\u6784\u5efa\u7ed3\u6784\u5316\u77e5\u8bc6\u56fe\u8c31\uff0c\u68b3\u7406\u67b6\u6784\u3001\u8c03\u7528\u94fe\u8def\u548c\u5de5\u7a0b\u8bed\u4e49\u2014\u2014\u76f8\u5f53\u4e8e\u7ed9\u6574\u4e2a\u4fe1\u606f\u7cfb\u7edf\u753b\u4e00\u5f20\u5730\u56fe\u3002\u5728\u4f01\u4e1a\u573a\u666f\u91cc\uff0c\u5b58\u91cf\u7cfb\u7edf\u5360\u7edd\u5bf9\u4e3b\u5bfc\u4f4d\u7f6e\uff0cDeepMap\u683c\u5916\u53d7\u6b22\u8fce\u3002<\/p>\n

HarnessAgent\u5219\u50cf\u4e00\u4f4d\u5e38\u9a7b\u73b0\u573a\u7684\u6280\u672f\u67b6\u6784\u5e08\uff1a\u628a\u4f01\u4e1a\u6d41\u7a0b\u3001\u5de5\u7a0b\u89c4\u8303\u3001\u4e13\u5bb6\u7ecf\u9a8c\u548c\u771f\u5b9e\u4efb\u52a1\u53cd\u9988\uff0c\u6c89\u6dc0\u6210\u5bf9\u5176\u4ed6Agent\u7684\u7ea6\u675f\uff08Harness\uff09\u3002\u7ea680%\u7684Harness\u89c4\u5219\u5df2\u7ecf\u53ef\u4ee5\u7531Agent\u81ea\u52a8\u751f\u6210\uff0c\u4eba\u5de5\u786e\u8ba4\u540e\uff0c\u5373\u6210\u4e3a\u56e2\u961f\u89c4\u8303\u3002<\/p>\n

CodeReview\u627f\u62c5\u4ee3\u7801\u8d28\u91cf\u4e0e\u98ce\u9669\u6821\u9a8c\u7684\u804c\u8d23\uff1a\u57fa\u4e8e\u5de5\u7a0b\u4e0a\u4e0b\u6587\u548c\u4f01\u4e1a\u89c4\u8303\uff0c\u8bc4\u5ba1\u6bcf\u4e00\u6b21\u4ee3\u7801\u53d8\u66f4\uff0c\u8bc6\u522b\u6f5c\u5728\u98ce\u9669\u3002<\/p>\n

\u4e09\u8005\u5f62\u6210\u4e00\u4e2a\u95ed\u73af\uff1a\u5148\u7406\u89e3\u7cfb\u7edf\uff0c\u518d\u6c89\u6dc0\u89c4\u5219\uff0c\u6700\u540e\u53cd\u8fc7\u6765\u7ea6\u675f\u548c\u4f18\u5316\u6bcf\u4e00\u6b21\u53d8\u66f4\u3002<\/p>\n

\u5bf9\u4f01\u4e1a\u8f6f\u4ef6\u7814\u53d1\u6765\u8bf4\uff0c\u771f\u6b63\u5173\u952e\u7684\u4e0a\u4e0b\u6587\u5f80\u5f80\u4e0d\u53ea\u5728\u4ee3\u7801\u91cc\uff0c\u8fd8\u5728\u5386\u53f2\u6587\u6863\u3001\u6d41\u7a0b\u89c4\u8303\u3001\u8bc4\u5ba1\u4e60\u60ef\u548c\u8d44\u6df1\u5de5\u7a0b\u5e08\u7684\u5224\u65ad\u91cc\u3002\u8bcd\u5143\u65e0\u9650\u60f3\u505a\u7684\uff0c\u5c31\u662f\u628a\u8fd9\u4e9b\u7ecf\u9a8c\u6c89\u6dc0\u6210\u4f01\u4e1a\u81ea\u5df1\u7684Harness\u2014\u2014Agent\u8d8a\u7528\uff0c\u8d8a\u61c2\u8fd9\u5bb6\u4f01\u4e1a\u3002<\/p>\n

\u8fd9\u80cc\u540e\u6709\u4e0d\u5c11\u81ea\u7814\u7684\u786c\u529f\u592b\u3002<\/p>\n

\u6bd4\u5982\u68c0\u7d22\uff1a\u9488\u5bf9\u4e0d\u540c\u7f16\u7a0b\u8bed\u8a00\u6784\u5efa\u62bd\u8c61\u8bed\u6cd5\u6811\uff08AST\uff09\u505a\u68c0\u7d22\u589e\u5f3a\uff0c\u5728\u5927\u89c4\u6a21\u4f01\u4e1a\u7ea7\u4ee3\u7801\u5e93\u4e0a\u7684\u6548\u679c\uff0c\u4f18\u4e8e\u901a\u7528\u6846\u67b6\u7684\u6587\u672c\u76f8\u4f3c\u5ea6\u68c0\u7d22\u3002<\/p>\n

\u6bd4\u5982\u8bb0\u5fc6\uff1a\u9879\u76ee\u7ea7\u3001\u7528\u6237\u7ea7\u3001\u56e2\u961f\u7ea7\u5206\u7ea7\u8bbe\u8ba1\uff0c\u4e14\u5bf9\u4f01\u4e1a\u5f3a\u8c03\u900f\u660e\u53ef\u63a7\u3001\u53ef\u5ba1\u67e5\u3001\u53ef\u7f16\u8f91\u3002<\/p>\n

\u8fd9\u4e9b\u7ec6\u8282\uff0c\u6070\u6070\u662f\u901a\u7528Agent\u8986\u76d6\u4e0d\u5230\u7684\u5730\u65b9\u3002<\/p>\n

\u7b2c\u4e09\u5c42\uff0c\u662f\u6a21\u578b\u4e0eToken\u6cbb\u7406\u3002<\/p>\n

TokenHub\u8d1f\u8d23\u6a21\u578b\u8def\u7531\u3001Token\u8c03\u5ea6\u548c\u6210\u672c\u4f18\u5316\uff1a\u590d\u6742\u4efb\u52a1\u4ea4\u7ed9\u80fd\u529b\u66f4\u5f3a\u7684\u6a21\u578b\uff0c\u7b80\u5355\u4efb\u52a1\u8def\u7531\u5230\u66f4\u8f7b\u91cf\u7684\u6a21\u578b\uff1b\u540c\u65f6\u5904\u7406\u4e0a\u4e0b\u6587\u6cbb\u7406\u4e0e\u7f13\u5b58\u590d\u7528\uff0c\u51cf\u5c11\u91cd\u590d\u63a8\u7406\u548c\u65e0\u6548\u6d88\u8017\u3002<\/p>\n

\u5728\u4ee3\u7801\u751f\u6210\u4efb\u52a1\u4e2d\uff0cTokenHub\u7684\u667a\u80fd\u8def\u7531\u80fd\u529b\uff0c\u80fd\u628aToken\u6210\u672c\u964d\u4f4e25%\u4ee5\u4e0a\u2014\u2014\u5e76\u4e14\u7ed9\u5ba2\u6237\u4e00\u672c\u300c\u900f\u660e\u8d26\u300d\uff1a\u6bcf\u4e2aToken\u82b1\u5728\u54ea\u3001\u503c\u4e0d\u503c\uff0c\u53ef\u89e3\u91ca\u3001\u53ef\u5ea6\u91cf\u3002<\/p>\n

\u5854\u5c16\uff0c\u662fInfOne\u3002<\/p>\n

\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u4e3a\u4f01\u4e1a\u91cc\u7684\u6570\u5b57\u8d1f\u8d23\u4eba\u3002<\/p>\n

\u5728\u8bcd\u5143\u65e0\u9650\u7684\u8bbe\u60f3\u4e2d\uff0c\u4f01\u4e1a\u91cc\u672a\u6765\u4f1a\u540c\u65f6\u8fd0\u884c\u9700\u6c42\u3001\u8bbe\u8ba1\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u7b49\u5404\u7c7bAgent\u3002<\/p>\n

InfOne\u8981\u505a\u7684\uff0c\u5c31\u662f\u628a\u8fd9\u4e9b\u80fd\u529b\u6620\u5c04\u6210\u53ef\u6cbb\u7406\u3001\u53ef\u5ea6\u91cf\u7684Agent\u89d2\u8272\u2014\u2014\u5b9a\u4e49\u804c\u8d23\u3001\u76ee\u6807\u548c\u6210\u672c\uff0c\u8c03\u5ea6\u534f\u540c\uff0c\u8861\u91cf\u6700\u7ec8\u7684\u6295\u5165\u4ea7\u51fa\u3002<\/p>\n

\u8fd9\u5957\u80fd\u529b\u6700\u7ec8\u8fbe\u6210\u4e00\u4e2a\u76ee\u6807\uff1a\u8ba9\u5c11\u6570\u4eba\u5e26\u7740\u4e00\u7ec4Agent\uff0c\u5b8c\u6210\u8fc7\u53bb\u4e00\u4e2a\u56e2\u961f\u624d\u80fd\u5b8c\u6210\u7684\u5de5\u4f5c\u3002<\/p>\n

\u6574\u5957\u4f53\u7cfb\u8fde\u8d77\u6765\u770b\u5c31\u4f1a\u53d1\u73b0\u2014\u2014<\/p>\n

\u8bcd\u5143\u65e0\u9650\u4ea4\u4ed8\u7684\u4e0d\u662f\u300c\u4e00\u4e2a\u4f1a\u5199\u4ee3\u7801\u7684\u5de5\u5177\u300d\uff0c\u800c\u662f\u4e00\u652f\u53ef\u6cbb\u7406\u7684\u6570\u5b57\u5458\u5de5\u56e2\u961f\u3002<\/p>\n

\u6240\u6709Agent\u516c\u53f8\uff0c\u90fd\u7ed5\u4e0d\u5f00\u8fd9\u4e2a\u7075\u9b42\u62f7\u95ee\uff1a\u6a21\u578b\u51e0\u4e2a\u6708\u8fdb\u5316\u4e00\u6b21\uff0c\u4f60\u505a\u7684\u4e1c\u897f\uff0c\u4f1a\u4e0d\u4f1a\u88ab\u4e0b\u4e00\u4ee3\u6a21\u578b\u76f4\u63a5\u5403\u6389\uff1f<\/p>\n

\u738b\u4f1f\u7684\u56de\u7b54\u65b9\u5f0f\u5f88\u300c\u59da\u73ed\u300d\u2014\u2014\u4e0d\u9760\u8bd5\u9519\uff0c\u770b\u7b2c\u4e00\u6027\u539f\u7406\uff1a<\/p>\n

\u6211\u4eec\u4e0d\u7528\u300c\u8d70\u4e00\u6b65\u770b\u4e00\u6b65\u300d\u7684\u65b9\u5f0f\u5e94\u5bf9\u6a21\u578b\u8fed\u4ee3\uff0c\u800c\u662f\u4eceTransformer\u67b6\u6784\u7684\u6280\u672f\u539f\u7406\u51fa\u53d1\uff0c\u505a\u767d\u76d2\u5206\u6790\u3002<\/p>\n

\u5206\u6790\u4e0b\u6765\uff0c\u80fd\u529b\u88ab\u5206\u6210\u4e24\u7c7b\uff1a<\/p>\n

\u4e00\u7c7b\uff0c\u662f\u77ed\u671f\u53ef\u80fd\u88ab\u6a21\u578b\u7a81\u7834\u3001\u5438\u6536\u7684\u2014\u2014\u6bd4\u5982\u90e8\u5206Harness\u77e5\u8bc6\uff0c\u4f1a\u88ab\u6a21\u578b\u5b66\u4e60\u5185\u5316\uff1b<\/p>\n

\u53e6\u4e00\u7c7b\uff0c\u662f\u77ed\u671f\u5185\u96be\u4ee5\u7a81\u7834\u7684\u2014\u2014\u6bd4\u5982\u771f\u6b63\u7684\u65e0\u9650\u4e0a\u4e0b\u6587\u3001\u81ea\u4e3b\u5b66\u4e60\u673a\u5236\uff0c\u8fd9\u4e9b\u90fd\u662f\u57fa\u7840\u8303\u5f0f\u7ea7\u522b\u7684\u96be\u9898\u3002<\/p>\n

\u738b\u4f1f\u628a\u8fd9\u5957\u5224\u65ad\u603b\u7ed3\u4e3a\u300c\u6c34\u6da8\u8239\u9ad8\u300d\u8bba\uff1a<\/p>\n

\u4f5c\u4e3aAgent\u548cAgent Infra\u516c\u53f8\uff0c\u5fc5\u987b\u60f3\u6e05\u695a\uff1a\u54ea\u4e9b\u80fd\u529b\u4f1a\u968f\u7740\u6a21\u578b\u80fd\u529b\u4e0a\u6da8\u800c\u6c34\u6da8\u8239\u9ad8\uff0c\u54ea\u4e9b\u4f1a\u88ab\u6a21\u578b\u5403\u6389\u3002\u53ea\u6709\u60f3\u6e05\u695a\u8fd9\u4ef6\u4e8b\uff0c\u624d\u6709\u53ef\u80fd\u4e0d\u88ab\u7b97\u6cd5\u7684\u5de8\u6d6a\u541e\u6ca1\u3002<\/p>\n

\u987a\u7740\u8fd9\u4e2a\u6846\u67b6\uff0c\u8fd8\u80fd\u770b\u5230\u4e00\u4e2a\u6a21\u578b\u5382\u5546\u5f88\u96be\u590d\u5236\u7684\u4f4d\u7f6e\uff1a\u591a\u6a21\u578b\u534f\u540c\u3002<\/p>\n

\u628a\u4e0d\u540c\u80fd\u529b\u3001\u4e0d\u540c\u6210\u672c\u7684\u6a21\u578b\u6309\u4efb\u52a1\u7ec4\u5408\uff0c\u4e25\u8c28\u7684\u6a21\u578b\u505a\u4e25\u683c\u6267\u884c\uff0c\u53d1\u6563\u7684\u6a21\u578b\u505a\u521b\u9020\u6027\u4efb\u52a1\uff0c\u6210\u672c\u654f\u611f\u7684\u4efb\u52a1\u4ea4\u7ed9\u66f4\u8f7b\u91cf\u7684\u6a21\u578b\u2014\u2014\u50cf\u300c\u7528\u4e0d\u540c\u6c34\u5e73\u7684\u4eba\u642d\u4e00\u4e2a\u7ec4\u7ec7\u300d\uff0c\u521b\u9020\u8d85\u8d8a\u4efb\u4f55\u5355\u4e00\u57fa\u7840\u6a21\u578b\u7684\u4ef7\u503c\u3002<\/p>\n

\u800c\u8fd9\u4ef6\u4e8b\uff0c\u6a21\u578b\u5382\u5546\u81ea\u5df1\u53cd\u800c\u4e0d\u597d\u505a\uff1a\u6ca1\u6709\u8c01\u4f1a\u5728\u81ea\u5bb6\u6a21\u578b\u4e4b\u4e0a\uff0c\u8ba4\u771f\u8c03\u5ea6\u522b\u5bb6\u7684\u6a21\u578b\u3002<\/p>\n

\u804a\u5b8c\u4ea7\u54c1\u548c\u6280\u672f\uff0c\u518d\u770b\u8fd9\u652f\u56e2\u961f\u3002<\/p>\n

\u5916\u754c\u6700\u5bb9\u6613\u770b\u5230\u7684\uff0c\u662f\u4e24\u4e2a\u6807\u7b7e\uff1a\u5b57\u8282\u548c\u6e05\u534e\u3002<\/p>\n

\u4f46\u4e24\u4f4d\u521b\u59cb\u4eba\u7684\u76f8\u8bc6\uff0c\u5176\u5b9e\u662f\u5728\u4e00\u5f20\u699c\u5355\u4e0a\u3002<\/p>\n

2024\u5e74\u4e0a\u534a\u5e74\uff0cSWE-Bench\u65e9\u671f\u699c\u5355\u7ade\u8d5b\u4e2d\uff0c\u4e24\u4eba\u5e26\u961f\u7684\u56e2\u961f\u5206\u5217\u5168\u7403\u7b2c\u4e8c\u548c\u7b2c\u4e09\u3002\u56e0\u4e3a\u5de5\u7a0b\u4e0a\u7684\u4ea4\u6d41\u7ed3\u7f18\uff0c\u6c14\u573a\u5951\u5408\uff0c2025\u5e74\uff0c\u4e24\u4eba\u51b3\u5b9a\u4e00\u8d77\u521b\u4e1a\u3002<\/p>\n

CEO\u6768\u840d\uff0c\u524d\u9762\u63d0\u5230\uff0c\u66fe\u5728\u5b57\u8282\u8df3\u52a8\u505a\u51faMarsCode\u548cTrae\uff0c\u8d1f\u8d23\u6570\u4e07\u4eba\u7ea7\u7814\u53d1\u4f53\u7cfb\u7684AI\u5316\u6539\u9020\u3002\u5b57\u8282\u7684\u8f6f\u4ef6\u5f00\u53d1\u4f53\u7cfb\u3001\u5de5\u5177\u94fe\u3001\u8d28\u91cf\u4f53\u7cfb\u548cAI\u6548\u80fd\u4f53\u7cfb\u4ece0\u52301\u7684\u642d\u5efa\uff0c\u5979\u5168\u7a0b\u6df1\u5ea6\u53c2\u4e0e\u3002<\/p>\n

CTO\u738b\u4f1f\uff0c\u6e05\u534e\u8ba1\u7b97\u673a\u7cfb\u51fa\u8eab\uff0c\u59da\u73ed\u7b2c\u4e00\u6279\u5b66\u751f\u3002<\/p>\n

\u4ed6\u804c\u4e1a\u751f\u6daf\u7684\u7b2c\u4e00\u7ad9\u5728\u5916\u4f01\u4e16\u754c\u4e94\u767e\u5f3a\uff0c\u4e3a\u8d85\u5927\u578b\u4f01\u4e1a\u5f00\u53d1\u6838\u5fc3\u7cfb\u7edf\uff1b\u662f\u56fd\u5185\u6700\u65e9\u4e00\u6279\u5206\u5e03\u5f0f\u7cfb\u7edf\u67b6\u6784\u5e08\uff1b\u540e\u6765\u5728\u4e00\u5bb6\u5177\u8eab\u673a\u5668\u4eba\u72ec\u89d2\u517d\u516c\u53f8\u62c5\u4efb\u9996\u5e2d\u67b6\u6784\u5e08\uff0c\u8d1f\u8d23AI Infra\u4e0e\u673a\u5668\u4eba\u7b97\u6cd5\u5de5\u4f5c\u3002<\/p>\n

\u9996\u5e2d\u79d1\u5b66\u5bb6\u8881\u6e90\uff0c\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u6559\u6388\u3001\u535a\u5bfc\uff0c\u5e08\u4ece\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u58eb\u5f20\u94b9\uff0c\u4e5f\u662f\u5317\u822a\u590d\u6742\u5173\u952e\u8f6f\u4ef6\u73af\u5883\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u7684\u6838\u5fc3\u6210\u5458\u3002<\/p>\n

\u6807\u7b7e\u597d\u8bb0\uff0c\u4f46\u8bcd\u5143\u65e0\u9650\u771f\u6b63\u7684\u4f18\u52bf\uff0c\u662f\u6807\u7b7e\u80cc\u540e\u7684\u4e24\u79cd\u80fd\u529b\u2014\u2014<\/p>\n

\u6a21\u578bNative\u80fd\u529b\uff0c\u8ba9\u4ed6\u4eec\u80fd\u6df1\u5165\u89e3\u51b3Agent\u3001\u4e0a\u4e0b\u6587\u3001\u6a21\u578b\u8def\u7531\u3001\u591a\u6a21\u578b\u534f\u540c\u3001\u63a8\u7406\u6210\u672c\u7b49\u95ee\u9898\uff1b<\/p>\n

\u8f6f\u4ef6\u5de5\u7a0b\u7ecf\u9a8c\uff0c\u8ba9\u4ed6\u4eec\u77e5\u9053\u4f01\u4e1a\u8f6f\u4ef6\u4e0d\u662fDemo\uff1a\u8981\u957f\u671f\u7ef4\u62a4\uff0c\u8981\u8de8\u56e2\u961f\u534f\u4f5c\uff0c\u8981\u7ecf\u8fc7\u6d4b\u8bd5\u8bc4\u5ba1\uff0c\u8981\u5bf9\u7ed3\u679c\u8d1f\u8d23\u3002<\/p>\n

\u4e00\u7aef\u662f\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\u73b0\u573a\uff0c\u4e00\u7aef\u662f\u6a21\u578b\u539f\u751f\u80fd\u529b\u3002\u8bcd\u5143\u65e0\u9650\u8981\u505a\u7684\u4e8b\uff0c\u6070\u597d\u957f\u5728\u4e24\u7aef\u7684\u4ea4\u70b9\u4e0a\u3002<\/p>\n

\u91c7\u8bbf\u4e2d\uff0c\u6768\u840d\u6709\u4e00\u53e5\u8bdd\u8ba9\u4eba\u5370\u8c61\u6df1\u523b\uff1a<\/p>\n

\u8981\u505a\u786c\u6838\u7684\u4e8b\u60c5\uff0c\u800c\u975e\u6458\u4f4e\u5782\u7684\u679c\u5b9e\u3002<\/p>\n

\u5982\u679c\u53ea\u505a\u4e00\u4e2a\u66f4\u597d\u7528\u7684Coding\u63d2\u4ef6\uff0c\u4ea7\u54c1\u8fb9\u754c\u6e05\u695a\uff0c\u589e\u957f\u8def\u5f84\u4e5f\u66f4\u50cf\u5de5\u5177\u3002<\/p>\n

\u4f46\u9009\u62e9\u8fdb\u5165\u4f01\u4e1a\u7814\u53d1\u73b0\u573a\uff0c\u5c31\u5fc5\u987b\u76f4\u9762\u66f4\u9ebb\u70e6\u7684\u95ee\u9898\uff1a\u5ba2\u6237\u6d41\u7a0b\u5404\u4e0d\u76f8\u540c\uff0c\u5386\u53f2\u7cfb\u7edf\u96be\u4ee5\u8fc1\u79fb\uff0c\u6d4b\u8bd5\u8bc4\u5ba1\u8981\u6c42\u4e25\u683c\uff0c\u5b89\u5168\u8fb9\u754c\u53c8\u5fc5\u987b\u5b88\u4f4f\u3002<\/p>\n

\u800c\u738b\u4f1f\u63d0\u5230\u4e2d\u56fdSaaS\u957f\u671f\u5b58\u5728\u7684\u4e00\u4e2a\u300c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u300d\uff1a<\/p>\n

\u5355\u70b9\u5de5\u5177\u597d\u505a\uff0c\u4f46\u5546\u4e1a\u5929\u82b1\u677f\u6709\u9650\uff1b\u6574\u5957\u5e73\u53f0\u4ef7\u503c\u66f4\u9ad8\uff0c\u5374\u5bb9\u6613\u9677\u5165\u5ba2\u6237\u9002\u914d\uff0c\u6700\u540e\u53d8\u6210\u65e0\u7a77\u65e0\u5c3d\u7684\u5b9a\u5236\u5316\u5f00\u53d1\u3002<\/p>\n

\u4f01\u4e1a\u7ea7AI Agent\u57fa\u7840\u8bbe\u65bd\uff0c\u540c\u6837\u7ed5\u4e0d\u5f00\u8fd9\u9053\u574e\u3002\u8bcd\u5143\u65e0\u9650\u7684\u89e3\u6cd5\uff0c\u662f\u300cAI Native FDE\u300d\u3002<\/p>\n

FDE\uff08Forward Deployed Engineer\uff0c\u524d\u7f6e\u90e8\u7f72\u5de5\u7a0b\u5e08\uff09\u8fdb\u5165\u5ba2\u6237\u73b0\u573a\uff0c\u5148\u627e\u5230\u6700\u6709\u4ef7\u503c\u3001\u6700\u5bb9\u6613\u9a8c\u8bc1\u7ed3\u679c\u7684\u573a\u666f\uff0c\u518d\u628aInfCode\u3001InfTest\u3001HarnessAgent\u3001TokenHub\u8fd9\u5957\u4ea7\u54c1\u80fd\u529b\u7ec4\u5408\u8d77\u6765\uff0c\u8dd1\u901a\u4ea4\u4ed8\u95ed\u73af\u3002<\/p>\n

\u4f46\u8fd9\u5957 AI Native FDE \u6a21\u5f0f\uff0c\u548c\u4f20\u7edf\u5b9a\u5236\u5f00\u53d1\u6709\u672c\u8d28\u533a\u522b\u2014\u2014<\/p>\n

\u8bcd\u5143\u65e0\u9650\u7684FDE\uff0c\u662f\u5e26\u7740Agent\u4e00\u8d77\u5e72\u6d3b\u7684\u3002\u73b0\u573a\u6c89\u6dc0\u7684\u6d41\u7a0b\u3001\u89c4\u5219\u3001\u6d4b\u8bd5\u53cd\u9988\u548c\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u4f1a\u8fdb\u5165Harness\u3001\u53cd\u54fa\u4ea7\u54c1\u4f53\u7cfb\uff1b\u6253\u900f\u884c\u4e1a\u6807\u6746\u540e\uff0c\u518d\u57f9\u8bad\u5408\u4f5c\u4f19\u4f34\u7684FDE\u56e2\u961f\u53bb\u89c4\u6a21\u5316\u590d\u5236\uff0c\u800c\u4e0d\u662f\u65e0\u9650\u6269\u5f20\u81ea\u5df1\u7684\u4ea4\u4ed8\u4eba\u529b\u3002<\/p>\n

\u8fd9\u5c31\u5f62\u6210\u4e86\u4e00\u5957\u4f01\u4e1aHarness\u98de\u8f6e\uff1a<\/p>\n

\u4e00\u4e2a\u5ba2\u6237\u9879\u76ee\u7ed3\u675f\uff0c\u7559\u4e0b\u7684\u4e0d\u53ea\u662f\u4e00\u6b21\u4ea4\u4ed8\u7ed3\u679c\uff0c\u8fd8\u6709\u53ef\u590d\u7528\u7684\u4e0a\u4e0b\u6587\u3001\u8def\u7531\u89c4\u5219\u3001\u8bc4\u6d4b\u96c6\u3001\u884c\u4e1a\u6a21\u677f\u548c\u5de5\u7a0b\u7ecf\u9a8c\u3002<\/p>\n

\u5f53\u7136\uff0c\u98de\u8f6e\u6709\u7ea2\u7ebf\uff1a\u5408\u89c4\u573a\u666f\u4e0b\uff0c\u5ba2\u6237\u6570\u636e\u7edd\u4e0d\u51fa\u573a\u3002\u80fd\u8de8\u5ba2\u6237\u6c89\u6dc0\u590d\u7528\u7684\uff0c\u53ea\u6709\u62bd\u8c61\u3001\u8131\u654f\u540e\u7684\u5de5\u7a0b\u7ecf\u9a8c\uff1b\u5177\u4f53\u4e1a\u52a1\u6d41\u7a0b\uff0c\u4e25\u683c\u4e0d\u505a\u8de8\u5ba2\u6237\u8fc1\u79fb\u3002<\/p>\n

\u4efb\u52a1\u505a\u5f97\u8d8a\u591a\uff0c\u7cfb\u7edf\u8d8a\u61c2\u8fd9\u5bb6\u4f01\u4e1a\uff1b\u884c\u4e1a\u8dd1\u5f97\u8d8a\u6df1\uff0c\u5e73\u53f0\u8d8a\u80fd\u62bd\u8c61\u51fa\u53ef\u590d\u5236\u7684\u65b9\u6cd5\u3002\u8fd9\uff0c\u5c31\u662f\u300c\u81ea\u8fdb\u5316\u300d\u771f\u6b63\u843d\u5730\u7684\u5730\u65b9\u3002<\/p>\n

\u8d44\u672c\u7684\u5224\u65ad\uff0c\u4e5f\u96c6\u4e2d\u5728\u8fd9\u4e24\u4e2a\u65b9\u5411\u4e0a\u3002<\/p>\n

\u534e\u63a7\u57fa\u91d1\u8ba4\u4e3a\uff0c2026\u5e74\u5c06\u6210\u4e3aAI\u4ece\u5bf9\u8bdd\u5de5\u5177\u8d70\u5411\u751f\u4ea7\u529b\u5f15\u64ce\u7684\u5173\u952e\u62d0\u70b9\u3002AI\u8981\u4eceToken\u8f6c\u5316\u4e3a\u4f01\u4e1a\u4e25\u8083\u573a\u666f\u91cc\u7684\u771f\u5b9e\u751f\u4ea7\u529b\uff0c\u5bf9\u521b\u4e1a\u516c\u53f8\u7684AI Native\u80fd\u529b\u548c\u4f01\u4e1a\u7ea7\u5168\u6d41\u7a0b\u8f6f\u4ef6\u5de5\u7a0b\u80fd\u529b\u90fd\u63d0\u51fa\u4e86\u66f4\u9ad8\u8981\u6c42\u3002<\/p>\n

\u5728\u4ed6\u4eec\u770b\u6765\uff0c\u8bcd\u5143\u65e0\u9650\u8fc7\u53bb\u534a\u5e74\u5feb\u901f\u5347\u7ea7\u6218\u7565\u3001\u8fed\u4ee3\u4ea7\u54c1\uff0c\u5e76\u83b7\u5f97\u795e\u5dde\u4fe1\u606f\u3001\u98de\u4e66\u7b49\u4ea7\u4e1a\u751f\u6001\u4f19\u4f34\u7684\u8ba4\u53ef\uff0c\u6b63\u5728\u6210\u957f\u4e3a\u56fd\u5185\u4f01\u4e1a\u7ea7AI\u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u91cd\u8981\u516c\u53f8\u3002<\/p>\n

\u4e34\u82af\u6295\u8d44\u5219\u66f4\u5173\u6ce8\u4ea7\u4e1a\u843d\u5730\uff1aAI\u4e0b\u534a\u573a\u91cd\u5728\u4ea7\u4e1a\u843d\u5730\uff0c\u800c\u7f16\u7a0b\u667a\u80fd\u4f53\u662f\u8861\u91cf\u4f01\u4e1a\u7814\u53d1\u751f\u4ea7\u529b\u7684\u91cd\u8981\u6807\u51c6\u3002\u9664\u4e86\u5b57\u8282AI\u7ecf\u9a8c\u548c\u6e05\u534e\u59da\u73ed\u80cc\u666f\uff0c\u4ed6\u4eec\u540c\u6837\u770b\u91cdInfCode\u7b49\u4ea7\u54c1\u5728\u6280\u672f\u8bc4\u6d4b\u3001\u79c1\u6709\u5316\u90e8\u7f72\u3001\u6570\u636e\u5408\u89c4\uff0c\u4ee5\u53ca\u91d1\u878d\u3001\u5236\u9020\u7b49\u573a\u666f\u4e2d\u7684\u843d\u5730\u6f5c\u529b\u3002<\/p>\n

\u6240\u4ee5\uff0c\u8bcd\u5143\u65e0\u9650\u4ece\u4e00\u5f00\u59cb\uff0c\u5c31\u6ca1\u628a\u81ea\u5df1\u5b9a\u4f4d\u6210\u4e00\u5bb6AI Coding\u5de5\u5177\u516c\u53f8\u3002<\/p>\n

Coding\u548cTesting\u53ea\u662f\u5165\u53e3\u3002\u5b83\u4eec\u8db3\u591f\u9ad8\u9891\u3001\u8db3\u591f\u521a\u9700\u3001\u8db3\u591f\u5bb9\u6613\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n

\u800c\u4e00\u65e6\u8fd9\u6761\u8def\u5f84\u8dd1\u901a\uff0c\u5f80\u540e\u5ef6\u4f38\u7684\u7a7a\u95f4\u4f1a\u5927\u5f97\u591a\uff1a\u7814\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u3001\u5b89\u5168\uff0c\u4ee5\u53ca\u66f4\u591a\u4e1a\u52a1\u6d41\u7a0b\uff0c\u90fd\u4f1a\u88abAgent\u91cd\u65b0\u7ec4\u7ec7\u4e00\u904d\u2014\u2014\u6700\u7ec8\u6307\u5411\u4e00\u6761Agentic \u8f6f\u4ef6\u667a\u80fd\u751f\u4ea7\u7ebf\u3002<\/p>\n

\u5230\u90a3\u65f6\uff0c\u4f01\u4e1a\u9700\u8981\u7684\u5c31\u4e0d\u53ea\u662f\u4e00\u4e2a\u4f1a\u5199\u4ee3\u7801\u7684Agent\uff0c\u800c\u662f\u4e00\u5957\u80fd\u7ba1\u7406Agent\u3001\u8c03\u5ea6Token\u3001\u6c89\u6dc0\u7ecf\u9a8c\u3001\u8861\u91cf\u7ed3\u679c\u7684\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u8fd9\u4e5f\u662f\u300c\u8bcd\u5143\u7ecf\u6d4e\u300d\u5f00\u59cb\u88ab\u8ba8\u8bba\u7684\u539f\u56e0\u3002<\/p>\n

\u5728\u4f01\u4e1a\u573a\u666f\u91cc\uff0cToken\u7ec8\u7a76\u4e0d\u80fd\u53ea\u505c\u7559\u5728\u8d26\u5355\u4e0a\u3002\u5b83\u8981\u53d8\u6210\u4e00\u6b21\u771f\u5b9e\u7684\u4efb\u52a1\u63a8\u8fdb\uff1a\u4ee3\u7801\u88ab\u6539\u597d\uff0c\u6d4b\u8bd5\u88ab\u8dd1\u5b8c\uff0c\u7f3a\u9677\u88ab\u4fee\u6389\uff0c\u6700\u7ec8\u88ab\u5ba2\u6237\u9a8c\u6536\u3002<\/p>\n

\u5f53AI\u771f\u6b63\u8fdb\u5165\u751f\u4ea7\u7cfb\u7edf\uff0c\u5982\u4f55\u8ba9Token\u6d88\u8017\u8f6c\u5316\u4e3a\u53ef\u9a8c\u6536\u7684\u7ed3\u679c\u3001\u8ba9Agent\u4ece\u5de5\u5177\u53d8\u6210\u6570\u5b57\u5458\u5de5\u3001\u8ba9\u4e00\u6b21\u6b21\u6267\u884c\u6c89\u6dc0\u4e3a\u4f01\u4e1a\u81ea\u5df1\u7684\u667a\u80fd\u8d44\u4ea7\uff0c\u5c06\u6210\u4e3a\u65b0\u7684\u57fa\u7840\u8bbe\u65bd\u547d\u9898\u3002<\/p>\n

\u5199\u4ee3\u7801\u53d8\u7b80\u5355\u4e4b\u540e\uff0c\u8f6f\u4ef6\u5de5\u7a0b\u91cc\u771f\u6b63\u786c\u6838\u7684\u4e8b\uff0c\u624d\u521a\u521a\u5f00\u59cb\u3002<\/p>\n

\u800c\u8bcd\u5143\u65e0\u9650\u62bc\u6ce8\u7684\uff0c\u6b63\u662f\u8fd9\u4e2a\u5f00\u59cb\u3002<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u8981\u505a\u786c\u6838\u7684\u4e8b\u60c5\uff0c\u800c\u975e\u6458\u4f4e\u5782\u7684\u679c\u5b9e<\/p>\n

\u6210\u7acb\u521a\u6ee1\u4e00\u5e74\uff0c\u8fde\u7eed\u5b8c\u6210\u4e09\u8f6e\u878d\u8d44\uff0c\u603b\u91d1\u989d\u6570\u4ebf\u5143\u3002<\/p>\n

\u6700\u65b0\u4e00\u8f6e\uff0c\u4e34\u82af\u6295\u8d44\u9886\u6295\uff0c\u534e\u63a7\u57fa\u91d1\u7ee7\u7eed\u52a0\u7801\u2014\u2014\u4e00\u4e2a\u65b0\u6295\u8d44\u65b9\u5165\u573a\uff0c\u4e00\u4e2a\u8001\u80a1\u4e1c\u8ffd\u6295\u3002<\/p>\n

\u62ff\u5230\u94b1\u7684\u8fd9\u5bb6\u516c\u53f8\uff0c\u53eb\u8bcd\u5143\u65e0\u9650\uff08Tokens Infinity AI\uff09\uff0c\u4e00\u5bb6\u9762\u5411\u4f01\u4e1a\u8f6f\u4ef6\u5de5\u7a0b\u7684AI Agent\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\u3002<\/p>\n

CEO\u6768\u840d\uff0c\u6b64\u524d\u5728\u5b57\u8282\u8df3\u52a8\u505a\u51fa\u4e86MarsCode\u548cTrae\uff0c\u4e3b\u5bfc\u8fc7\u6570\u4e07\u4eba\u7ea7\u7814\u53d1\u4f53\u7cfb\u7684AI\u5316\u6539\u9020\u3002\u4e00\u5e74\u524d\uff0c\u5979<\/p>\n","protected":false},"author":1,"featured_media":6389,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2],"class_list":["post-6393","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-ai"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6393","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=6393"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6393\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/6389"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=6393"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=6393"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=6393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}