{"id":107551,"date":"2026-09-19T20:21:31","date_gmt":"2026-09-19T12:21:31","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/107551.html"},"modified":"2026-09-19T20:21:31","modified_gmt":"2026-09-19T12:21:31","slug":"%e5%85%89%e6%98%8e%e4%b9%8b%e8%b7%af_trae%e5%bc%80%e5%8f%91%e5%ae%a3%e4%bc%a0_%e6%b5%8e%e5%ae%81%e8%81%9a%e4%bc%9a-9-12%e6%97%a5%e3%80%8a%e5%85%89%e6%98%8e%e4%b9%8b%e8%b7%af%e3%80%8b%e8%ae%b2%e6%bc%94","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/107551.html","title":{"rendered":"\u5149\u660e\u4e4b\u8def_Trae\u5f00\u53d1\u5ba3\u4f20_\u6d4e\u5b81\u805a\u4f1a 9.12\u65e5\u300a\u5149\u660e\u4e4b\u8def\u300b\u8bb2\u6f14\u7a3f"},"content":{"rendered":"<h2>\u5149\u660e\u4e4b\u8def_Trae\u5f00\u53d1\u5ba3\u4f20_\u6d4e\u5b81\u805a\u4f1a 9.12\u65e5\u300a\u5149\u660e\u4e4b\u8def\u300b\u8bb2\u6f14\u7a3f<\/h2>\n<p>\u914d\u5957 PPT&#xff1a;\u5149\u660e\u4e4b\u8def_Trae\u5f00\u53d1\u5ba3\u4f20_\u6d4e\u5b81\u805a\u4f1a.pptx&#xff08;13 \u9875&#xff09; 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\u5b9e\u73b0\u9010\u6b65\u66ff\u6362\u6210\u7eaf\u5149\u660e\u5b9e\u73b0\u3002<\/li>\n<li>\u81ea\u4e3e\u7387&#xff1a;\u7f16\u8bd1\u5668\u4ee3\u7801\u91cc\u7531\u8bed\u8a00\u81ea\u5df1\u5b9e\u73b0\u7684\u90e8\u5206\u6240\u5360\u6bd4\u4f8b&#xff0c;72.4% \u610f\u5473\u7740\u7f16\u8bd1\u5668\u7684&#034;\u6838\u5fc3\u9aa8\u67b6&#034;\u662f\u5149\u660e\u81ea\u5df1\u5199\u7684\u3002<\/li>\n<li>\u767d\u8bdd\u4f53 \/ \u6587\u8a00\u4f53&#xff1a;\u5149\u660e\u63d0\u4f9b\u7684\u4e24\u5957&#034;\u8bf4\u8bdd\u98ce\u683c&#034;\u2014\u2014\u767d\u8bdd\u4f53\u50cf\u65e5\u5e38\u4e2d\u6587\u5bf9\u8bdd&#xff0c;\u4f4e\u95e8\u69db&#xff1b;\u6587\u8a00\u4f53\u50cf\u53e4\u6587\u4e00\u6837\u7cbe\u70bc\u3001\u9002\u5408\u5927\u578b\u5de5\u7a0b\u3002<\/li>\n<li>LLVM \u539f\u751f\u7f16\u8bd1&#xff1a;\u628a\u5149\u660e\u4ee3\u7801\u7f16\u8bd1\u6210\u673a\u5668\u7801&#xff0c;\u7f16\u8bd1\u51fa\u6765\u7684\u7a0b\u5e8f\u4e0d\u4f9d\u8d56 Python \u8fd0\u884c\u65f6\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P4 \u771f\u5b9e\u5386\u7a0b \u2014 \u7ea6 1.5 \u5206\u949f<\/h3>\n<p>\u8fd9\u6761\u65f6\u95f4\u7ebf&#xff0c;\u662f\u6211\u4eca\u5929\u6700\u60f3\u7ed9\u5927\u5bb6\u770b\u7684&#xff1a;\u4e00\u4e2a\u771f\u5b9e\u9879\u76ee&#xff0c;\u4e24\u4e2a\u6708&#xff0c;\u4e03\u5927\u6b65&#xff0c;\u6bcf\u4e00\u6b65\u90fd\u662f&#034;Trae \u5e76\u884c\u5206\u53d1 &#043; \u5951\u7ea6\u5408\u5165&#034;\u7684\u4ea7\u7269\u3002<\/p>\n<ul>\n<li>8 \u6708 \u00b7 \u54c1\u724c\u7115\u65b0&#xff1a;\u9879\u76ee\u539f\u540d&#034;\u6bb5\u8a00&#034;&#xff0c;\u66f4\u540d\u4e3a&#034;\u5149\u660e&#034;&#xff0c;\u54c1\u724c\u540d\u5728\u4ee3\u7801\u3001\u6587\u6863\u3001Playground \u91cc\u5206\u4e09\u6279\u6e05\u7406\u5e72\u51c0&#xff1b;<\/li>\n<li>8 \u6708 \u00b7 \u80fd\u529b\u7b51\u57fa&#xff1a;\u5206\u5e03\u5f0f\u3001\u5730\u677f\u81ea\u4e3e\u3001\u5e76\u53d1\u5185\u6838\u3001\u5185\u7f6e\u76f4\u8c03\u56db\u6279\u4efb\u52a1&#xff0c;\u628a\u8bed\u8a00\u7684\u5185\u6838\u80fd\u529b\u8865\u9f50&#xff1b;<\/li>\n<li>8 \u6708 \u00b7 \u539f\u751f\u817f\u6279\u6b21 R10\u2013R13&#xff1a;\u628a\u6807\u51c6\u5e93\u91cc\u7684 Python \u5b9e\u73b0\u4e00\u6279\u6279&#034;\u7ffb\u8bd1&#034;\u6210\u7eaf\u5149\u660e\u5b9e\u73b0&#xff0c;\u5bf9\u62cd\u6d4b\u8bd5\u6bcf\u6279\u5168\u7eff&#xff1b;<\/li>\n<li>9 \u6708 \u00b7 lightharness&#xff1a;\u5f00\u59cb\u7528\u5149\u660e\u590d\u523b DeepSeek Harness&#xff0c;\u8fd9\u662f\u6545\u4e8b\u7684\u8f6c\u6298\u70b9\u2014\u2014\u8bed\u8a00\u7b2c\u4e00\u6b21\u88ab\u62ff\u6765\u5199&#034;AI \u5de5\u5177\u672c\u8eab&#034;&#xff1b;<\/li>\n<li>9 \u6708 \u00b7 \u8bed\u8a00\u5347\u7ea7&#xff1a;\u5199 lightharness \u65f6\u8e29\u51fa 11 \u6761\u8bed\u8a00\u7f3a\u9677&#xff08;L-068~L-078&#xff09;&#xff0c;\u767b\u8bb0\u6210\u8d26\u672c&#xff0c;\u5206 D1\u2013D3 \u6279\u6b21\u4fee\u6389&#xff1b;<\/li>\n<li>9 \u6708 \u00b7 6 \u8def\u5e76\u884c&#xff1a;0.88 \u9a8c\u8bc1\u673a\u5168\u91cf\u6d4b\u8bd5\u8dd1\u51fa 145 \u4e2a\u5931\u8d25&#xff0c;\u62c6\u6210 6 \u8def\u5e76\u884c&#xff0c;\u4e00\u6b21\u6536\u655b\u5e72\u51c0\u3002<\/li>\n<\/ul>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>\u539f\u751f\u817f\u8986\u76d6&#xff1a;\u7ed9\u6807\u51c6\u5e93&#034;\u6362\u817f&#034;\u2014\u2014\u628a\u7528 Python \u5199\u7684\u6a21\u5757&#xff0c;\u6539\u5199\u6210\u7eaf\u5149\u660e&#xff08;.light&#xff09;\u5b9e\u73b0&#xff0c;\u8ba9\u6807\u51c6\u5e93\u771f\u6b63&#034;\u7528\u5149\u660e\u5199\u5149\u660e&#034;\u3002<\/li>\n<li>Playground&#xff1a;\u5728\u7ebf\u5199\u4ee3\u7801\u7684\u5b9e\u9a8c\u573a&#xff0c;\u5149\u660e\u7528\u5b83\u505a\u7f51\u9875\u7aef\u5feb\u901f\u8bd5\u73a9\u3002<\/li>\n<li>0.88 \u9a8c\u8bc1\u673a&#xff1a;\u56e2\u961f\u91cc\u4e00\u53f0 FreeBSD \u7cfb\u7edf &#043; clang \u7f16\u8bd1\u5668\u7684\u8fdc\u7aef\u9a8c\u8bc1\u673a\u5668&#xff08;\u73af\u5883\u4ee3\u53f7 0.88&#xff09;&#xff0c;\u4e13\u95e8\u7528\u6765\u505a\u8de8\u5e73\u53f0\u5168\u91cf\u56de\u5f52&#xff0c;\u8865 Windows \u672c\u673a\u6d4b\u4e0d\u5230\u7684\u5e73\u53f0\u5dee\u5f02\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P5 \u6838\u5fc3\u5de5\u4f5c\u6d41 \u2014 \u7ea6 1.5 \u5206\u949f<\/h3>\n<p>\u8fd9\u662f\u6211\u4eec\u7684\u4e03\u6b65\u6d41\u6c34\u7ebf&#xff0c;\u4e5f\u662f\u6574\u4e2a\u9879\u76ee\u80fd\u8fd0\u8f6c\u8d77\u6765\u7684\u5f15\u64ce&#xff1a;<\/p>\n<li>\u9700\u6c42\u00a0\u2192 \u5148\u505a\u5dee\u8ddd\u5206\u6790&#xff0c;\u641e\u6e05\u695a&#034;\u73b0\u5728\u5dee\u5728\u54ea&#034;&#xff1b;<\/li>\n<li>\u4efb\u52a1\u4e66\u00a0\u2192 \u628a\u9700\u6c42\u5199\u6210\u4e00\u4efd&#034;\u4efb\u52a1\u4e66&#034;&#xff1a;\u76ee\u6807\u3001\u8303\u56f4\u3001\u5951\u7ea6\u3001\u9a8c\u6536\u6807\u51c6\u5168\u5199\u6e05\u695a&#xff1b;<\/li>\n<li>\u5e76\u884c\u6d3e\u5355\u00a0\u2192 \u62c6\u6210\u591a\u8def&#xff0c;\u6bcf\u4e00\u8def\u4ea4\u7ed9\u4e00\u4e2a\u72ec\u7acb\u7684 agent \u4f1a\u8bdd&#xff0c;\u4e00\u8def\u4e00\u5206\u652f&#xff1b;<\/li>\n<li>\u5f00\u53d1\u81ea\u6d4b\u00a0\u2192 \u6bcf\u4e2a agent \u6539\u5b8c\u5148\u5728\u81ea\u5df1\u5206\u652f\u4e0a\u8dd1\u6d4b\u8bd5&#xff0c;\u5bf9\u62cd\u9a8c\u8bc1&#xff1b;<\/li>\n<li>\u5951\u7ea6\u5408\u5165\u00a0\u2192 \u8d70 PR \u5408\u5e76&#xff0c;\u5951\u7ea6\u4e0d\u53d8&#xff0c;\u51b2\u7a81\u5929\u7136\u5c11&#xff1b;<\/li>\n<li>\u56de\u5f52\u95f8\u95e8\u00a0\u2192 \u5408\u5165\u524d\u8dd1\u57fa\u7ebf\u68c0\u67e5&#xff0c;\u53ea\u62e6&#034;\u65b0\u589e&#034;\u7684\u5931\u8d25&#xff1b;<\/li>\n<li>\u4ea4\u4ed8\u62a5\u544a\u00a0\u2192 \u6bcf\u6279\u4ea4\u4ed8&#034;\u6539\u4e86\u5565\u3001\u9a8c\u4e86\u5565\u3001\u9057\u7559\u5565&#034;&#xff0c;\u914d\u4e0a\u67e5\u6536\u8bb0\u5f55\u3002<\/li>\n<p>\u8fd9\u5957\u6d41\u7a0b\u7684\u5173\u952e\u8bcd\u662f&#034;\u5951\u7ea6&#034;\u548c&#034;\u5e76\u884c&#034;\u2014\u2014\u4e0b\u9762\u4e09\u4e2a\u7279\u70b9\u5c31\u662f\u56f4\u7ed5\u5b83\u4eec\u5c55\u5f00\u7684\u3002<\/p>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>\u4efb\u52a1\u4e66&#xff1a;\u7ed9 AI \u7684&#034;\u5355\u4efd\u4f5c\u4e1a\u8bf4\u660e\u4e66&#034;&#xff0c;\u628a\u76ee\u6807\u3001\u8303\u56f4\u3001\u63a5\u53e3\u7ea6\u5b9a\u3001\u9a8c\u6536\u6807\u51c6\u4e00\u6b21\u5199\u6e05&#xff0c;agent \u62ff\u5230\u5c31\u80fd\u72ec\u7acb\u5f00\u5de5\u3002<\/li>\n<li>PR&#xff08;Pull Request&#xff0c;\u5408\u5e76\u8bf7\u6c42&#xff09;&#xff1a;\u628a\u5206\u652f\u4ee3\u7801\u5408\u56de\u4e3b\u7ebf\u7684\u7533\u8bf7\u8fc7\u7a0b&#xff0c;\u5408\u5165\u524d\u4f1a\u88ab\u68c0\u67e5\u548c\u8bc4\u5ba1\u3002<\/li>\n<li>\u56de\u5f52&#xff08;Regression&#xff09;&#xff1a;\u6539\u5b8c\u4ee3\u7801\u540e\u91cd\u8dd1\u5168\u90e8\u6d4b\u8bd5&#xff0c;\u786e\u4fdd\u6ca1\u628a\u539f\u672c\u597d\u7684\u529f\u80fd\u6539\u574f\u3002<\/li>\n<li>CI&#xff08;\u6301\u7eed\u96c6\u6210&#xff09;&#xff1a;\u4ee3\u7801\u4e00\u63d0\u4ea4\u5c31\u81ea\u52a8\u89e6\u53d1\u6d4b\u8bd5\u548c\u68c0\u67e5&#xff0c;\u95ee\u9898\u8d8a\u65e9\u66b4\u9732\u8d8a\u597d\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P6 \u7279\u70b9\u2460 \u4efb\u52a1\u4e66\u5236 \u2014 \u7ea6 1.5 \u5206\u949f<\/h3>\n<p>\u7b2c\u4e00\u4e2a\u7279\u70b9\u662f\u5916\u53d1\u4efb\u52a1 &#043; \u4efb\u52a1\u4e66\u3002<\/p>\n<p>\u5de6\u8fb9\u7684\u4e94\u8981\u7d20\u5c31\u662f\u4e00\u4efd\u4efb\u52a1\u4e66\u7684\u6807\u914d&#xff1a;\u76ee\u6807\u4e0e\u80cc\u666f\u3001\u4efb\u52a1\u62c6\u5206\u3001\u5171\u4eab\u5951\u7ea6\u3001\u9a8c\u6536\u6807\u51c6\u3001\u4ea4\u4ed8\u8981\u6c42\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5199&#xff1f;\u56e0\u4e3a agent \u6ca1\u6709&#034;\u4e0a\u4e0b\u6587\u8bb0\u5fc6&#034;&#xff0c;\u5b83\u6bcf\u6b21\u5f00\u5de5\u90fd\u662f&#034;\u65b0\u5458\u5de5\u7b2c\u4e00\u5929&#034;\u2014\u2014\u4f60\u628a\u4f5c\u4e1a\u5199\u6e05\u695a&#xff0c;\u5b83\u5c31\u80fd\u76f4\u63a5\u5e72\u6d3b&#xff0c;\u4e0d\u7528\u53cd\u590d\u8ffd\u95ee\u3002<\/p>\n<p>\u53f3\u8fb9\u662f\u771f\u5b9e\u6848\u4f8b&#xff1a;lightharness \u7684 E \u6279\u6b21\u4efb\u52a1\u4e66\u3002\u6211\u4eec\u628a&#034;\u590d\u523b deepseek-harness \u6838\u5fc3\u80fd\u529b&#034;\u62c6\u6210 E1 \u5230 E5 \u4e94\u4e2a\u4efb\u52a1&#xff0c;\u5171\u4eab 5 \u6761\u5951\u7ea6&#xff1a;\u5de5\u5177\u4e8b\u4ef6\u683c\u5f0f\u3001\u4f1a\u8bdd API\u3001\u5ba1\u6279\u4e8b\u4ef6\u3001agent \u94a9\u5b50\u3001\u8def\u7531\u8ba4\u8bc1\u89c4\u5219\u3002<\/p>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>\u5916\u53d1\u4efb\u52a1&#xff1a;\u628a\u4e00\u4e2a\u9700\u6c42\u5199\u6210\u4efb\u52a1\u4e66&#xff0c;&#034;\u5916\u53d1&#034;\u7ed9\u4e00\u4e2a\u72ec\u7acb\u7684 agent \u4f1a\u8bdd\u53bb\u6267\u884c&#xff0c;\u662f\u56e2\u961f\u6700\u4e3b\u8981\u7684\u6d3e\u5355\u65b9\u5f0f\u3002<\/li>\n<li>\u5171\u4eab\u5951\u7ea6&#xff1a;\u4efb\u52a1\u4e4b\u95f4\u63d0\u524d\u7ea6\u5b9a\u597d\u7684\u63a5\u53e3\u683c\u5f0f\u2014\u2014\u4e8b\u4ef6\u7ed3\u6784\u957f\u4ec0\u4e48\u6837\u3001API \u8def\u7531\u53eb\u4ec0\u4e48\u3001\u94a9\u5b50\u51fd\u6570\u600e\u4e48\u7b7e\u540d&#xff0c;\u5927\u5bb6\u7167\u8fd9\u4e2a\u5bf9\u63a5\u3002<\/li>\n<li>agent \u94a9\u5b50&#xff08;Hook&#xff09;&#xff1a;\u5728 agent \u5faa\u73af\u7684\u56fa\u5b9a\u4f4d\u7f6e\u7559\u51fa\u7684&#034;\u63d2\u69fd&#034;&#xff08;\u6bd4\u5982\u8c03\u7528\u5de5\u5177\u524d\u3001\u8c03\u7528\u5de5\u5177\u540e&#xff09;&#xff0c;\u5404\u4efb\u52a1\u5f80\u63d2\u69fd\u91cc\u6ce8\u518c\u81ea\u5df1\u7684\u903b\u8f91&#xff0c;\u4e92\u4e0d\u5e72\u6270\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P7 \u7279\u70b9\u2461 \u5e76\u884c\u5206\u53d1 \u2014 \u7ea6 2 \u5206\u949f<\/h3>\n<p>\u7b2c\u4e8c\u4e2a\u7279\u70b9\u662f\u5e76\u884c\u5206\u53d1\u3002\u6838\u5fc3\u5224\u65ad\u6807\u51c6\u5c31\u4e00\u53e5\u8bdd&#xff1a;\u4efb\u52a1\u7c92\u5ea6 &#061; \u4e00\u4e2a agent \u4f1a\u8bdd\u80fd\u72ec\u7acb\u5b8c\u6210\u7684\u8303\u56f4\u3002<\/p>\n<p>\u5de6\u8fb9\u662f E1\u2013E5 \u7684\u4f9d\u8d56\u56fe&#xff1a;E1 \u5de5\u5177\u7cfb\u7edf\u3001E2 \u4f1a\u8bdd\u6301\u4e45\u5316\u3001E5 \u538b\u7f29\u4e0e\u8ba1\u91cf&#xff0c;\u4e09\u4e2a\u4efb\u52a1\u96f6\u4f9d\u8d56&#xff0c;\u5b8c\u5168\u5e76\u884c&#xff1b;E3 \u548c E4 \u4f9d\u8d56 E1\/E2 \u7684\u5951\u7ea6&#xff0c;\u5c31\u5148\u642d UI \u6846\u67b6&#xff0c;\u63a5\u53e3\u5b9a\u597d\u4e00\u5929\u5bf9\u63a5\u5b8c\u3002\u4e94\u4e2a\u4efb\u52a1\u540c\u65f6\u5f00\u5de5&#xff0c;\u4e00\u6b21\u96c6\u6210\u5168\u8fc7\u3002<\/p>\n<p>\u53f3\u8fb9\u662f\u66f4&#034;\u786c\u6838&#034;\u7684\u4f8b\u5b50&#xff1a;0.88 \u9a8c\u8bc1\u673a\u5168\u91cf\u6d4b\u8bd5\u8dd1\u51fa 145 \u4e2a\u5931\u8d25&#xff0c;\u6211\u4eec\u628a\u5b83\u6309\u6587\u4ef6\u6620\u5c04\u6210 6 \u8def\u2014\u2014\u73af\u5883\u5065\u5eb7\u3001stdlib \u5bf9\u9f50\u3001\u6d4b\u8bd5\u65b9\u8a00\u3001\u8fd0\u884c\u65f6\u771f bug\u3001\u8bed\u8a00\u5347\u7ea7\u3001\u7f3a\u9677\u8d26\u6536\u655b\u3002\u6bcf\u8def\u4e00\u4e2a agent \u4f1a\u8bdd&#xff0c;\u4e92\u4e0d\u78b0\u5bf9\u65b9\u6587\u4ef6&#xff0c;\u6700\u540e 145 \u4e2a\u5931\u8d25\u5168\u90e8\u6709\u5f52\u5c5e&#xff1a;\u5df2\u4fee\u3001\u5df2 xfail\u3001\u5df2\u767b\u8bb0\u5f85\u4fee&#xff0c;\u6ca1\u6709\u4e00\u4e2a&#034;\u65e0\u4eba\u8ba4\u9886&#034;\u7684\u7ea2\u706f\u3002<\/p>\n<p>\u5e76\u884c\u7684\u5e95\u6c14\u6765\u81ea\u4e24\u6761\u7eaa\u5f8b&#xff1a;\u5206\u652f\u7eaa\u5f8b&#xff08;\u6bcf\u4eba\u53ea\u52a8\u81ea\u5df1\u90a3\u8def\u7684\u6587\u4ef6&#xff09;\u548c\u57fa\u7ebf\u95f8\u95e8&#xff08;\u53ea\u62e6\u65b0\u589e\u5931\u8d25&#xff09;\u3002<\/p>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>xfail&#xff1a;\u7ed9\u6d4b\u8bd5\u6253\u4e0a&#034;\u9884\u671f\u5931\u8d25&#034;\u6807\u8bb0&#xff0c;\u5df2\u77e5\u7684\u6682\u65f6\u6027\u9650\u5236\u5148\u6807\u51fa\u6765&#xff0c;\u4e0d\u8ba9\u5b83\u62d6\u7ea2\u6574\u6761 CI\u3002<\/li>\n<li>\u57fa\u7ebf\u95f8\u95e8&#xff08;check_regression.py&#xff09;&#xff1a;\u7ef4\u62a4\u4e00\u4efd&#034;\u5df2\u77e5\u5931\u8d25\u6e05\u5355&#034;&#xff0c;CI \u65f6\u53ea\u62e6\u622a\u6e05\u5355\u4e4b\u5916\u7684&#034;\u65b0\u589e&#034;\u5931\u8d25&#xff0c;\u907f\u514d\u5b58\u91cf\u95ee\u9898\u53cd\u590d\u8bef\u4f24\u3002<\/li>\n<li>\u9a8c\u8bc1\u673a&#xff1a;\u72ec\u7acb\u4e8e\u672c\u673a\u7684\u8fdc\u7aef\u6d4b\u8bd5\u73af\u5883&#xff0c;\u7528\u4e8e\u8dd1\u672c\u5730\u8986\u76d6\u4e0d\u5230\u7684\u8de8\u5e73\u53f0\u56de\u5f52\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P8 \u7279\u70b9\u2462 \u7f3a\u9677\u8d26 \u2014 \u7ea6 2 \u5206\u949f<\/h3>\n<p>\u7b2c\u4e09\u4e2a\u7279\u70b9\u662f\u6211\u4e2a\u4eba\u6700\u559c\u6b22\u7684&#xff1a;\u7f3a\u9677\u8d26&#xff0c;\u5f00\u53d1\u5373\u6d4b\u8bd5\u3002<\/p>\n<p>\u5de6\u8fb9\u662f\u8bed\u8a00\u5347\u7ea7\u7684&#034;\u6b63\u5411\u98de\u8f6e&#034;&#xff0c;\u4e13\u4e1a\u8bf4\u6cd5\u53eb\u00a0Dogfooding\u2014\u2014\u5403\u81ea\u5bb6\u72d7\u7cae&#xff1a;\u6211\u4eec\u7528\u5149\u660e\u5199 lightharness&#xff0c;\u5199\u7740\u5199\u7740\u5c31\u8e29\u5230\u8bed\u8a00\u672c\u8eab\u7684\u7f3a\u9677&#xff0c;\u6bd4\u5982\u4e0d\u652f\u6301\u5341\u516d\u8fdb\u5236\u5b57\u9762\u91cf\u3001\u6ca1\u6709\u95ed\u5305\u3002\u6bcf\u8e29\u4e00\u4e2a&#xff0c;\u5c31\u767b\u8bb0\u4e00\u6761\u7f3a\u9677\u8d26&#xff08;L-068 \u5230 L-078&#xff0c;\u4e00\u5171 11 \u6761&#xff09;&#xff0c;\u6bcf\u6761\u5e26\u4e0a\u6700\u5c0f\u590d\u73b0\u548c\u671f\u671b\u884c\u4e3a&#xff0c;\u7136\u540e\u5b89\u6392 D \u6279\u6b21\u5e76\u884c\u4fee\u590d\u3002\u8bed\u8a00\u6bcf\u5f3a\u4e00\u70b9&#xff0c;\u6211\u4eec\u5c31\u80fd\u5199\u51fa\u66f4\u590d\u6742\u7684\u5de5\u5177\u2014\u2014\u98de\u8f6e\u5c31\u8fd9\u6837\u8f6c\u8d77\u6765\u3002<\/p>\n<p>lightharness \u7684 README \u91cc\u90a3\u53e5\u8bdd\u662f\u6700\u597d\u7684\u6ce8\u811a&#xff1a;\u201c\u590d\u523b\u7684\u76ee\u7684\u4e0d\u662f\u7167\u6284\u4ee3\u7801&#xff0c;\u800c\u662f\u68c0\u9a8c\u8fd9\u95e8\u8bed\u8a00\u2014\u2014\u51e1\u662f\u5199\u4e0d\u51fa\u6765\u3001\u5199\u51fa\u6765\u662f\u9519\u7684\u3001\u7ed5\u4e0d\u8fc7\u53bb\u7684\u5730\u65b9&#xff0c;\u5c31\u662f\u5149\u660e\u9700\u8981\u6539\u8fdb\u7684\u6e05\u5355\u3002\u201d<\/p>\n<p>\u53f3\u8fb9\u662f 11 \u6761\u7f3a\u9677\u7684\u8282\u9009&#xff1a;\u7c7b\u65b9\u6cd5\u8fb9\u754c\u3001JSON \u5e03\u5c14\u5e8f\u5217\u5316\u3001\u9ed8\u8ba4\u53c2\u6570\u5b57\u9762\u91cf\u3001\u5b57\u5178\u5b89\u5168\u8bbf\u95ee\u3001\u8f6c\u5b57\u7b26\u4e32\u3001\u9519\u8bef\u6d88\u606f\u4e2d\u6587\u5316\u3001\u7c7b\u578b\u5224\u578b\u5185\u7f6e\u5316\u3001hex \u5b57\u9762\u91cf\u3001\u7a7a\u00a0\u4fdd\u7559\u5b57\u3001\u5217\u8868\u65b9\u6cd5\u4e0d\u5168\u3001\u95ed\u5305\u3002\u6bcf\u4fee\u4e00\u6761&#xff0c;\u90fd\u8865\u6700\u5c0f\u590d\u73b0\u6d4b\u8bd5 &#043; \u53cc\u540e\u7aef\u9a8c\u8bc1&#xff0c;\u4fdd\u8bc1\u4e0d\u518d\u590d\u53d1\u3002<\/p>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>Dogfooding&#xff08;\u5403\u81ea\u5bb6\u72d7\u7cae&#xff09;&#xff1a;\u81ea\u5df1\u7528\u81ea\u5df1\u505a\u7684\u4ea7\u54c1&#xff0c;\u7528\u51fa\u95ee\u9898\u5c31\u4fee&#xff0c;\u4ea7\u54c1\u56e0\u6b64\u8d8a\u6765\u8d8a\u6210\u719f\u3002<\/li>\n<li>\u7f3a\u9677\u8d26&#xff1a;\u50cf\u8bb0\u8d26\u4e00\u6837\u628a\u53d1\u73b0\u7684\u8bed\u8a00\u7f3a\u9677\u767b\u8bb0\u5728\u518c&#xff0c;\u6bcf\u6761\u542b&#034;\u590d\u73b0\u65b9\u5f0f \/ \u671f\u671b\u884c\u4e3a \/ \u5f53\u524d\u7ed5\u6cd5&#034;&#xff0c;\u7edf\u4e00\u6392\u671f\u6839\u6cbb&#xff0c;\u800c\u4e0d\u662f\u968f\u624b\u7ed5\u8fc7\u53bb\u3002<\/li>\n<li>\u95ed\u5305&#xff08;Closure&#xff09;&#xff1a;\u5d4c\u5957\u51fd\u6570\u80fd&#034;\u8bb0\u4f4f&#034;\u5916\u5c42\u53d8\u91cf\u7684\u80fd\u529b\u3002\u5149\u660e\u6700\u521d\u4e0d\u652f\u6301\u95ed\u5305&#xff0c;\u56e2\u961f\u53ea\u80fd\u7528&#034;\u7c7b &#043; \u7ed1\u5b9a\u65b9\u6cd5&#034;\u7ed5\u884c&#xff0c;\u4fee\u597d\u540e\u624d\u80fd\u5199\u6709\u72b6\u6001\u7684\u56de\u8c03\u3002<\/li>\n<li>\u7ed1\u5b9a\u65b9\u6cd5&#xff08;Bound Method&#xff09;&#xff1a;\u5bf9\u8c61\u4e0a\u5e26\u7740\u81ea\u8eab\u72b6\u6001\u7684\u65b9\u6cd5&#xff0c;\u95ed\u5305\u51fa\u73b0\u4e4b\u524d\u7528\u5b83\u7ed9\u56de\u8c03\u4f20\u72b6\u6001\u3002<\/li>\n<li>hex \u5b57\u9762\u91cf&#xff1a;\u4ee5\u00a00x\u00a0\u5f00\u5934\u7684\u5341\u516d\u8fdb\u5236\u6570\u5199\u6cd5&#xff0c;\u4f8b\u5982\u00a00x4E00\u00a0\u76f4\u63a5\u8868\u793a&#034;\u4e00&#034;\u7684 Unicode \u7801\u70b9\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P9 lightharness \u2014 \u7ea6 1.5 \u5206\u949f<\/h3>\n<p>\u7b2c\u56db\u90e8\u5206\u662f lightharness&#xff0c;\u8fd9\u662f\u6574\u4e2a\u9879\u76ee\u6700&#034;\u6d6a\u6f2b&#034;\u7684\u4e00\u9875\u2014\u2014\u7528\u4e00\u95e8\u8bed\u8a00\u53bb\u590d\u523b AI \u667a\u80fd\u4f53\u6846\u67b6\u3002<\/p>\n<p>DeepSeek Harness \u662f DeepSeek \u5f00\u6e90\u7684 agent \u667a\u80fd\u4f53\u6846\u67b6&#xff0c;\u5168\u63d2\u4ef6\u5316\u67b6\u6784&#xff0c;60 \u591a\u4e2a\u5305\u3002lightharness \u7528\u5149\u660e\u628a\u5b83 1:1 \u590d\u523b\u51fa\u6765&#xff0c;\u4e00\u5f00\u59cb\u53ea\u6709&#034;\u80fd\u804a\u5929\u7684\u7f51\u9875&#034;&#xff0c;\u73b0\u5728\u5df2\u7ecf\u662f&#034;\u80fd\u8c03\u7528\u5de5\u5177\u505a\u4e8b\u7684 agent harness&#034;&#xff1a;<\/p>\n<ul>\n<li>E1 \u5de5\u5177\u7cfb\u7edf&#xff1a;bash\u3001\u8bfb\u6587\u4ef6\u3001\u5199\u6587\u4ef6\u3001\u641c\u7d22\u56db\u5927\u5de5\u5177&#xff0c;\u8fd8\u5e26\u8def\u5f84\u5b89\u5168\u62a4\u680f&#xff1b;<\/li>\n<li>E2 \u4f1a\u8bdd\u6301\u4e45\u5316&#xff1a;JSONL \u5b58\u50a8&#xff0c;\u5237\u65b0\u4e0d\u4e22&#xff1b;<\/li>\n<li>E4 \u6743\u9650\u4e0e\u5ba1\u6279&#xff1a;\u56db\u79cd\u6743\u9650\u9884\u8bbe &#043; \u5371\u9669\u547d\u4ee4\u68c0\u6d4b&#xff0c;rm -rf \/\u00a0\u76f4\u63a5\u62d2\u7edd&#xff1b;<\/li>\n<li>E5 \u538b\u7f29\u4e0e\u4ee4\u724c\u8ba1\u91cf&#xff1a;\u6309 5 \u79cd\u6a21\u578b\u5355\u4ef7\u4f30\u7b97\u82b1\u8d39&#xff0c;\u8d85\u957f\u5bf9\u8bdd\u81ea\u52a8\u538b\u7f29&#xff1b;<\/li>\n<li>E3 Web UI&#xff1a;\u4e09\u680f\u5e03\u5c40\u3001\u5de5\u5177\u8c03\u7528\u5361\u7247\u3001\u79fb\u52a8\u7aef\u9002\u914d\u3002<\/li>\n<\/ul>\n<p>188 \u4e2a\u56de\u5f52\u6d4b\u8bd5\u5168\u7eff\u3002\u800c\u66f4\u91cd\u8981\u7684\u662f\u4e92\u76f8\u6210\u5c31&#xff1a;lightharness \u8e29\u51fa\u7684\u6bcf\u6761\u7f3a\u9677\u90fd\u6210\u4e3a\u5149\u660e\u5347\u7ea7\u7684\u8f93\u5165&#xff0c;\u5149\u660e\u6bcf\u5347\u4e00\u7ea7&#xff0c;lightharness \u5c31\u80fd\u5220\u6389\u4e00\u6761&#034;\u7ed5\u6cd5&#034;\u3002<\/p>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>agent \u5faa\u73af&#xff1a;\u5927\u6a21\u578b\u4e0e\u5de5\u5177\u4e4b\u95f4\u53cd\u590d&#034;\u601d\u8003 \u2192 \u8c03\u7528\u5de5\u5177 \u2192 \u770b\u7ed3\u679c \u2192 \u518d\u601d\u8003&#034;\u7684\u5faa\u73af&#xff0c;\u662f\u667a\u80fd\u4f53\u7684\u5fc3\u810f\u3002<\/li>\n<li>JSONL&#xff1a;\u6bcf\u884c\u4e00\u4e2a JSON \u5bf9\u8c61\u7684\u5b58\u50a8\u683c\u5f0f&#xff0c;\u65b9\u4fbf\u8ffd\u52a0\u8bb0\u5f55\u548c\u56de\u653e\u5386\u53f2&#xff0c;\u5e38\u7528\u4e8e\u4f1a\u8bdd\u65e5\u5fd7\u3002<\/li>\n<li>\u4ee4\u724c\u8ba1\u91cf&#xff08;Token \u8ba1\u91cf&#xff09;&#xff1a;\u628a\u5bf9\u8bdd\u6d88\u8017\u7684 token \u6570\u6362\u7b97\u6210\u5177\u4f53\u82b1\u8d39&#xff0c;\u907f\u514d\u4e0d\u77e5\u4e0d\u89c9\u70e7\u94b1\u3002<\/li>\n<li>\u4e0a\u4e0b\u6587\u538b\u7f29&#xff1a;\u5bf9\u8bdd\u592a\u957f\u65f6&#xff0c;\u628a\u65e7\u5185\u5bb9\u538b\u6210\u6458\u8981\u518d\u7ee7\u7eed&#xff0c;\u9632\u6b62\u8d85\u51fa\u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002<\/li>\n<li>\u5371\u9669\u547d\u4ee4\u68c0\u6d4b&#xff1a;\u5bf9\u00a0rm -rf \/\u00a0\u8fd9\u7c7b\u9ad8\u5371\u547d\u4ee4\u76f4\u63a5\u62d2\u7edd\u6267\u884c\u7684\u5b89\u5168\u673a\u5236\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P10 \u8d28\u91cf\u4fdd\u969c \u2014 \u7ea6 1.5 \u5206\u949f<\/h3>\n<p>AI \u5199\u4ee3\u7801&#xff0c;\u6700\u5927\u7684\u7591\u8651\u662f&#034;\u5b83\u5199\u7684\u5bf9\u4e0d\u5bf9&#034;\u3002\u6211\u4eec\u7684\u7b54\u6848\u5c31\u56db\u4e2a\u5b57&#xff1a;\u8ba9 AI \u9a8c\u8bc1 AI\u3002<\/p>\n<ul>\n<li>\u5bf9\u62cd\u6d4b\u8bd5&#xff1a;\u540c\u4e00\u529f\u80fd\u5199\u4e24\u4e2a\u5b9e\u73b0&#xff08;Python \u8f6c\u8bd1\u817f vs \u539f\u751f\u5149\u660e&#xff09;&#xff0c;\u5582\u540c\u6837\u7684\u8f93\u5165&#xff0c;\u9010\u6761\u6bd4\u5bf9\u8f93\u51fa&#xff0c;\u884c\u4e3a\u4e00\u81f4\u624d\u7b97\u8fc7&#xff1b;<\/li>\n<li>\u53cd\u8dd1\u5224\u636e&#xff1a;\u8fd9\u662f\u6211\u4eec\u7684&#034;\u7167\u5996\u955c&#034;\u2014\u2014\u6545\u610f\u628a\u5b9e\u73b0\u6539\u6210\u7a7a\u58f3&#xff0c;\u5982\u679c\u6d4b\u8bd5\u7acb\u523b\u53d8\u7ea2&#xff0c;\u5c31\u8bc1\u660e\u8fd9\u4e2a\u6d4b\u8bd5\u771f\u7684\u5728\u62e6\u622a&#xff1b;\u5982\u679c\u6ca1\u7ea2&#xff0c;\u8bf4\u660e\u6d4b\u8bd5\u662f\u6446\u8bbe&#xff0c;\u91cd\u5199&#xff1b;<\/li>\n<li>\u57fa\u7ebf\u95f8\u95e8&#xff1a;\u53ea\u62e6\u65b0\u589e\u5931\u8d25&#xff0c;\u4e0d\u8bef\u4f24\u5b58\u91cf&#xff1b;<\/li>\n<li>\u53cc\u73af\u5883\u9a8c\u8bc1&#xff1a;\u672c\u5730 Windows &#043; 0.88 FreeBSD \u53cc\u8dd1&#xff0c;\u5e73\u53f0\u5dee\u5f02\u5f53\u573a\u73b0\u5f62\u3002<\/li>\n<\/ul>\n<p>\u6bcf\u6279\u4efb\u52a1\u4ea4\u4ed8\u8fd8\u6807\u914d&#034;\u4e09\u4ef6\u5957&#034;&#xff1a;\u4ea4\u4ed8\u62a5\u544a&#xff08;\u6539\u4e86\u5565\u3001\u9a8c\u4e86\u5565\u3001\u9057\u7559\u5565&#xff09;\u3001\u67e5\u6536\u8bb0\u5f55&#xff08;\u9010\u6761\u6838\u5bf9\u9a8c\u6536&#xff09;\u3001\u96c6\u6210\u9a8c\u6536\u6e05\u5355&#xff08;\u53cd\u8dd1 12 \u9879 &#043; \u524d\u7aef 5 \u9879\u9010\u9879\u6253\u52fe&#xff09;\u3002<\/p>\n<p>\u672f\u8bed\u5c0f\u8d34\u58eb<\/p>\n<ul>\n<li>\u5bf9\u62cd\u6d4b\u8bd5&#xff08;Cross-check&#xff09;&#xff1a;\u4e24\u4e2a\u5b9e\u73b0\u8dd1\u540c\u6837\u7684\u8f93\u5165\u3001\u9010\u6761\u6bd4\u5bf9\u8f93\u51fa&#xff0c;\u662f\u9a8c\u8bc1&#034;\u8f6c\u8bd1\/\u91cd\u5199&#034;\u662f\u5426\u6b63\u786e\u6700\u76f4\u63a5\u7684\u65b9\u6cd5\u3002<\/li>\n<li>\u53cd\u8dd1\u5224\u636e&#xff1a;\u6545\u610f\u628a\u5b9e\u73b0\u6539\u574f&#xff08;\u6539\u6210\u7a7a\u58f3&#xff09;&#xff0c;\u6d4b\u8bd5\u5fc5\u987b\u53d8\u7ea2&#xff0c;\u4ee5\u6b64\u8bc1\u660e\u6d4b\u8bd5\u6709\u771f\u5b9e\u7684\u62e6\u622a\u80fd\u529b\u3002<\/li>\n<li>\u8f6c\u8bd1\u817f&#xff08;Transcode Leg&#xff09;&#xff1a;\u5148\u6309 Python \u8bed\u4e49&#034;\u8f6c\u8bd1&#034;\u51fa\u4e00\u7248\u5b9e\u73b0\u4f5c\u4e3a\u53c2\u7167&#xff0c;\u518d\u4e0e\u539f\u751f\u5149\u660e\u5b9e\u73b0\u5bf9\u62cd\u3002<\/li>\n<li>\u96c6\u6210\u9a8c\u6536\u6e05\u5355&#xff1a;\u628a\u9a8c\u6536\u52a8\u4f5c\u4e00\u6761\u6761\u5217\u6210\u6e05\u5355&#xff0c;\u9010\u9879\u6253\u52fe&#xff0c;\u9632\u6b62&#034;\u89c9\u5f97\u884c\u4e86&#034;\u4f46\u6ca1\u771f\u9a8c\u8bc1\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>P11 \u4e3a\u4ec0\u4e48\u662f Trae \u2014 \u7ea6 1.5 \u5206\u949f<\/h3>\n<p>\u804a\u4e86\u8fd9\u4e48\u591a&#xff0c;\u56de\u5230\u6700\u5b9e\u9645\u7684\u95ee\u9898&#xff1a;\u4e3a\u4ec0\u4e48\u662f Trae&#xff0c;\u800c\u4e0d\u662f\u522b\u7684\u5de5\u5177&#xff0c;\u751a\u81f3\u4e0d\u662f\u4e00\u4e2a\u4eba\u529b\u56e2\u961f&#xff1f;<\/p>\n<p>\u516d\u6761\u7406\u7531&#xff1a;<\/p>\n<li>\u4e0a\u4e0b\u6587\u4e0e\u8bb0\u5fc6&#xff1a;Trae 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