{"id":93448,"date":"2026-08-12T16:25:56","date_gmt":"2026-08-12T08:25:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/93448.html"},"modified":"2026-08-12T16:25:56","modified_gmt":"2026-08-12T08:25:56","slug":"harness-engineering-%e9%a9%be%e9%a9%ad%e5%b7%a5%e7%a8%8b%ef%bc%9a%e8%ae%a9-ai-%e8%83%bd%e5%86%99%e7%99%be%e4%b8%87%e8%a1%8c%e4%bb%a3%e7%a0%81%ef%bc%8c%e5%b7%a5%e7%a8%8b%e5%b8%88%e8%af%a5%e5%81%9a","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/93448.html","title":{"rendered":"Harness Engineering \u9a7e\u9a6d\u5de5\u7a0b\uff1a\u8ba9 AI \u80fd\u5199\u767e\u4e07\u884c\u4ee3\u7801\uff0c\u5de5\u7a0b\u5e08\u8be5\u505a\u4ec0\u4e48\uff1f"},"content":{"rendered":"<p>2026 \u5e74\u521d&#xff0c;AI \u5de5\u7a0b\u5708\u88ab\u4e00\u4e2a\u8bcd\u5237\u5c4f\u4e86\u2014\u2014Harness Engineering\u3002\u5b83\u4e0d\u662f\u53c8\u4e00\u4e2a\u6362\u76ae\u6982\u5ff5&#xff0c;\u800c\u662f\u4e00\u573a\u6b63\u5728\u53d1\u751f\u7684\u8303\u5f0f\u9769\u547d\u3002\u672c\u6587\u5c06\u7ed3\u5408 OpenAI\u3001Anthropic\u3001HashiCorp \u7b49\u4e00\u7ebf\u56e2\u961f\u7684\u5b9e\u8df5&#xff0c;\u5e26\u4f60\u4e00\u6b21\u6027\u641e\u61c2&#xff1a;Harness \u5de5\u7a0b\u5230\u5e95\u662f\u4ec0\u4e48\u3001\u5b83\u548c Prompt\/Context \u5de5\u7a0b\u662f\u4ec0\u4e48\u5173\u7cfb\u3001\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u8bf4&#034;\u74f6\u9888\u4e0d\u5728\u6a21\u578b\u667a\u80fd&#xff0c;\u800c\u5728\u57fa\u7840\u8bbe\u65bd&#034;\u3002<\/p>\n<hr \/>\n<h4>\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\u4e00\u4e2a\u98a0\u8986\u8ba4\u77e5\u7684\u4e8b\u5b9e<\/li>\n<li>\u4ec0\u4e48\u662f Harness Engineering&#xff1f;<\/li>\n<li>AI \u5de5\u7a0b\u8303\u5f0f\u7684\u4e09\u6b21\u8fdb\u5316<\/li>\n<li>Agent \u5e38\u89c1\u7684\u56db\u79cd\u7ffb\u8f66\u59ff\u52bf<\/li>\n<li>Harness Engineering \u7684\u56db\u5927\u652f\u67f1<\/li>\n<li>\n<ul>\n<li>\u652f\u67f1\u4e00&#xff1a;\u4e0a\u4e0b\u6587\u67b6\u6784&#xff08;Context Architecture&#xff09;<\/li>\n<li>\u652f\u67f1\u4e8c&#xff1a;Agent \u4e13\u4e1a\u5316&#xff08;Agent Specialization&#xff09;<\/li>\n<li>\u652f\u67f1\u4e09&#xff1a;\u6301\u4e45\u5316\u8bb0\u5fc6&#xff08;Persistent Memory&#xff09;<\/li>\n<li>\u652f\u67f1\u56db&#xff1a;\u7ed3\u6784\u5316\u6267\u884c&#xff08;Structured Execution&#xff09;<\/li>\n<\/ul>\n<\/li>\n<li>\u56db\u5927\u62a4\u680f&#xff1a;OpenAI \u7684\u767e\u4e07\u884c\u4ee3\u7801\u5b9e\u8df5<\/li>\n<li>\n<ul>\n<li>\u62a4\u680f\u4e00&#xff1a;\u4e0a\u4e0b\u6587\u5de5\u7a0b\u2014\u2014AGENTS.md \u6d3b\u6587\u6863<\/li>\n<li>\u62a4\u680f\u4e8c&#xff1a;\u67b6\u6784\u7ea6\u675f\u2014\u2014\u7528 Linter \u505a\u7f30\u7ef3<\/li>\n<li>\u62a4\u680f\u4e09&#xff1a;\u53cd\u9988\u5faa\u73af\u2014\u2014\u667a\u80fd\u4f53\u5ba1\u667a\u80fd\u4f53<\/li>\n<li>\u62a4\u680f\u56db&#xff1a;\u71b5\u7ba1\u7406\u2014\u2014&#034;\u5783\u573e\u56de\u6536&#034;<\/li>\n<\/ul>\n<\/li>\n<li>\u5de5\u7a0b\u5e08\u89d2\u8272\u7684\u8f6c\u53d8&#xff1a;\u4ece\u5199\u4ee3\u7801\u5230\u8bbe\u8ba1\u73af\u5883<\/li>\n<li>\u516d\u5927\u884c\u4e1a\u5171\u8bc6<\/li>\n<li>\u8fd8\u6709\u54ea\u4e9b\u672a\u89e3\u96be\u9898&#xff1f;<\/li>\n<li>\u5199\u5728\u6700\u540e<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e00\u4e2a\u98a0\u8986\u8ba4\u77e5\u7684\u4e8b\u5b9e<\/h3>\n<p>\u5148\u770b\u4e24\u7ec4\u6570\u636e&#xff1a;<\/p>\n<p>OpenAI \u7684\u767e\u4e07\u884c\u4ee3\u7801\u5b9e\u9a8c&#xff1a;3 \u540d\u5de5\u7a0b\u5e08&#xff0c;5 \u4e2a\u6708&#xff0c;\u4ea7\u51fa\u7ea6 100 \u4e07\u884c\u4ee3\u7801&#xff0c;\u624b\u5199\u4ee3\u7801 0 \u884c&#xff0c;\u5408\u5e76 PR \u7ea6 1,500 \u4e2a&#xff0c;\u4eba\u5747\u65e5\u63d0 3.5 \u4e2a PR\u2014\u2014\u6548\u7387\u63d0\u5347\u7ea6 10 \u500d\u3002<\/p>\n<p>LangChain \u7684 Harness \u4f18\u5316\u5b9e\u9a8c&#xff1a;\u5e95\u5c42\u6a21\u578b\u4e00\u4e2a\u53c2\u6570\u90fd\u6ca1\u52a8&#xff0c;\u4ec5\u4ec5\u4f18\u5316\u4e86\u5916\u90e8\u9a7e\u9a6d\u73af\u5883&#xff08;\u6587\u6863\u7ed3\u6784\u3001\u9a8c\u8bc1\u56de\u8def\u3001\u8ffd\u8e2a\u7cfb\u7edf&#xff09;&#xff0c;\u7f16\u7801 Agent \u5728 Terminal Bench 2.0 \u7684\u5f97\u5206\u4ece 52.8% \u98d9\u5347\u81f3 66.5%&#xff0c;\u5168\u7403\u6392\u540d\u4ece\u7b2c 30 \u4f4d\u8dc3\u5347\u81f3\u7b2c 5 \u4f4d\u3002<\/p>\n<p>\u66f4\u6709\u8bf4\u670d\u529b\u7684\u662f Can.ac \u7684\u5b9e\u9a8c&#xff1a;\u4ec5\u6539\u53d8 Harness \u7684\u5de5\u5177\u683c\u5f0f&#xff08;\u7f16\u8f91\u63a5\u53e3&#xff09;&#xff0c;\u5c31\u5728 16 \u4e2a\u6a21\u578b\u4e0a\u663e\u8457\u63d0\u5347\u4e86\u7f16\u7801\u57fa\u51c6\u5206\u6570\u3002\u6548\u679c\u6700\u663e\u8457\u7684 Grok Code Fast 1 \u4ece 6.7% \u8dc3\u5347\u81f3 68.3%\u2014\u2014\u6ca1\u6709\u4fee\u6539\u4efb\u4f55\u6a21\u578b\u6743\u91cd\u3002<\/p>\n<p>\u4e94\u4e2a\u72ec\u7acb\u56e2\u961f\u5f97\u51fa\u4e86\u540c\u4e00\u4e2a\u7ed3\u8bba&#xff1a;\u771f\u6b63\u5361\u4f4f AI Agent \u7684\u4e0d\u662f\u5199\u4ee3\u7801\u7684\u80fd\u529b&#xff0c;\u800c\u662f\u56f4\u7ed5\u5b83\u7684\u7ed3\u6784\u3001\u5de5\u5177\u548c\u53cd\u9988\u673a\u5236\u8ddf\u4e0d\u4e0a\u3002\u74f6\u9888\u5728\u57fa\u7840\u8bbe\u65bd&#xff0c;\u4e0d\u5728\u6a21\u578b\u667a\u80fd\u3002<\/p>\n<p>\u8fd9\u5c31\u662f Harness Engineering \u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260812082549-6a7c2e0dcfd72.png\" alt=\"\" \/><\/p>\n<hr \/>\n<h3>\u4ec0\u4e48\u662f Harness Engineering&#xff1f;<\/h3>\n<p>Harness Engineering&#xff08;\u9a7e\u9a6d\u5de5\u7a0b&#xff09; \u662f\u56f4\u7ed5 AI \u667a\u80fd\u4f53\u8bbe\u8ba1\u548c\u6784\u5efa\u7ea6\u675f\u673a\u5236\u3001\u53cd\u9988\u56de\u8def\u3001\u5de5\u4f5c\u6d41\u63a7\u5236\u548c\u6301\u7eed\u6539\u8fdb\u5faa\u73af\u7684\u7cfb\u7edf\u5de5\u7a0b\u5b9e\u8df5\u3002\u5b83\u7684\u6838\u5fc3\u54f2\u5b66\u53ef\u4ee5\u6d53\u7f29\u4e3a\u516b\u4e2a\u5b57&#xff1a;\u4eba\u7c7b\u638c\u8235&#xff0c;\u667a\u80fd\u4f53\u6267\u884c&#xff08;Human Steer, Agent Execute&#xff09;\u3002<\/p>\n<p>\u201cHarness&#034;\u4e00\u8bcd\u6765\u81ea\u9a6c\u5177\u2014\u2014\u7f30\u7ef3\u3001\u9a6c\u978d\u3001\u56bc\u5b50\u2014\u2014\u8fd9\u662f\u4e00\u5957\u5f15\u5bfc\u5f3a\u5927\u4f46\u4e0d\u53ef\u9884\u6d4b\u7684\u52a8\u7269\u7684\u5b8c\u6574\u88c5\u5907\u3002\u9a7e\u9a6d\u5de5\u7a0b\u4e0d\u662f\u53bb\u524a\u5f31 AI \u7684\u80fd\u529b&#xff0c;\u800c\u662f\u4e3a\u5b83\u6253\u9020\u4e00\u5957&#034;\u9ec4\u91d1\u7f30\u7ef3\u201d&#xff0c;\u8ba9\u5b83\u8dd1\u5f97\u53c8\u5feb\u53c8\u7a33\u3002<\/p>\n<p>\u8fd9\u4e2a\u6982\u5ff5\u7531 HashiCorp \u8054\u5408\u521b\u59cb\u4eba Mitchell Hashimoto \u5728 2026 \u5e74 2 \u6708 5 \u65e5\u9996\u6b21\u660e\u786e\u63d0\u51fa\u3002\u4ed6\u5728\u535a\u5ba2\u4e2d\u5199\u9053&#xff1a;<\/p>\n<p>\u201cHarness engineering is the idea that anytime you find an agent makes a mistake, you take the time to engineer a solution such that the agent will not make that mistake again in the future.\u201d<\/p>\n<p>\u8fd9\u53e5\u8bdd\u7684\u6f5c\u53f0\u8bcd\u662f&#xff1a;Agent \u7684\u6bcf\u4e00\u6b21\u5931\u8d25&#xff0c;\u90fd\u662f\u73af\u5883\u8bbe\u8ba1\u4e0d\u5b8c\u5584\u7684\u4fe1\u53f7\u3002 \u6b63\u786e\u7684\u56de\u5e94\u4e0d\u662f\u6362\u4e00\u4e2a\u66f4\u5f3a\u7684\u6a21\u578b&#xff0c;\u800c\u662f\u91cd\u65b0\u8bbe\u8ba1\u5b83\u8fd0\u884c\u7684\u73af\u5883\u3002<\/p>\n<p>\u516d\u5929\u540e&#xff0c;OpenAI \u5728\u767e\u4e07\u884c\u4ee3\u7801\u5b9e\u9a8c\u62a5\u544a\u4e2d\u6b63\u5f0f\u91c7\u7528\u8fd9\u4e00\u672f\u8bed\u3002\u968f\u540e Martin Fowler \u64b0\u6587\u6df1\u5ea6\u5206\u6790&#xff0c;Ethan Mollick \u4ee5\u6b64\u91cd\u7ec4\u4e86\u4ed6\u7684 AI \u6307\u5357\u6846\u67b6\u3002\u4e00\u4e2a\u6708\u5185&#xff0c;Harness Engineering \u6210\u4e3a\u5f00\u53d1\u8005\u793e\u533a\u7684\u9ad8\u9891\u8bcd\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260812082551-6a7c2e0f0b0cf.png\" alt=\"\" \/><\/p>\n<hr \/>\n<h3>AI \u5de5\u7a0b\u8303\u5f0f\u7684\u4e09\u6b21\u8fdb\u5316<\/h3>\n<p>\u8981\u7406\u89e3 Harness Engineering \u4e3a\u4f55\u91cd\u8981&#xff0c;\u9700\u8981\u5148\u770b\u6e05\u6211\u4eec\u662f\u600e\u4e48\u4e00\u6b65\u6b65\u8d70\u5230\u8fd9\u91cc\u7684\u3002<\/p>\n<table>\n<tr>\u8303\u5f0f\u6838\u5fc3\u95ee\u9898\u4f18\u5316\u5bf9\u8c61\u4ea4\u4e92\u6a21\u5f0f<\/tr>\n<tbody>\n<tr>\n<td>\u63d0\u793a\u8bcd\u5de5\u7a0b<\/td>\n<td>\u600e\u4e48\u628a\u8bdd\u8bf4\u6e05\u695a<\/td>\n<td>Prompt \u7684\u63aa\u8f9e\u3001\u683c\u5f0f\u3001\u793a\u4f8b<\/td>\n<td>\u4e00\u95ee\u4e00\u7b54<\/td>\n<\/tr>\n<tr>\n<td>\u4e0a\u4e0b\u6587\u5de5\u7a0b<\/td>\n<td>\u600e\u4e48\u7ed9 AI \u5582\u4fe1\u606f<\/td>\n<td>\u6587\u6863\u3001\u4ee3\u7801\u7247\u6bb5\u3001\u5386\u53f2\u5bf9\u8bdd<\/td>\n<td>\u4fe1\u606f\u6ce8\u5165 \u2192 \u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u9a7e\u9a6d\u5de5\u7a0b<\/td>\n<td>\u600e\u4e48\u8ba9 Agent \u53ef\u9760\u5de5\u4f5c<\/td>\n<td>\u7ea6\u675f\u3001\u53cd\u9988\u56de\u8def\u3001\u63a7\u5236\u7cfb\u7edf<\/td>\n<td>\u4eba\u7c7b\u638c\u8235&#xff0c;Agent \u6267\u884c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e00\u4e2a\u597d\u8bb0\u7684\u7c7b\u6bd4&#xff1a;<\/p>\n<ul>\n<li>Prompt Engineering \u2014\u2014 \u5bf9\u9a6c\u558a\u8bdd\u7684\u6280\u5de7<\/li>\n<li>Context Engineering \u2014\u2014 \u7ed9\u9a6c\u770b\u7684\u5730\u56fe<\/li>\n<li>Harness Engineering \u2014\u2014 \u7ed9\u9a6c\u9020\u4e00\u6761\u9ad8\u901f\u516c\u8def&#xff0c;\u914d\u4e0a\u62a4\u680f\u3001\u9650\u901f\u724c\u548c\u52a0\u6cb9\u7ad9<\/li>\n<\/ul>\n<p>Phil Schmid \u7684\u6bd4\u55bb\u66f4\u6280\u672f\u5316&#xff1a;\u6a21\u578b\u662f CPU&#xff0c;Harness \u662f\u64cd\u4f5c\u7cfb\u7edf\u2014\u2014CPU \u518d\u5f3a&#xff0c;OS \u62c9\u80ef\u4e5f\u767d\u642d\u3002mtrajan \u7684\u533a\u5206\u5219\u66f4\u76f4\u63a5&#xff1a;Context Engineering \u7ba1\u7684\u662f&#034;\u7ed9 Agent \u770b\u4ec0\u4e48&#034;&#xff0c;Harness Engineering \u7ba1\u7684\u662f&#034;\u7cfb\u7edf\u600e\u4e48\u9632\u5d29\u3001\u600e\u4e48\u91cf\u5316\u3001\u600e\u4e48\u4fee&#034;\u3002<\/p>\n<p>Harness \u4e0d\u4f18\u5316\u6a21\u578b\u672c\u8eab&#xff0c;\u800c\u662f\u4f18\u5316\u6a21\u578b\u8fd0\u884c\u7684\u73af\u5883\u3002\u5b83\u4e0d\u66ff\u4ee3 SDK\u3001\u811a\u624b\u67b6\u6216 Agent \u6846\u67b6&#xff0c;\u800c\u662f\u4f4d\u4e8e\u5b83\u4eec\u4e4b\u4e0a\u7684\u9a7e\u9a6d\u5c42\u2014\u2014\u89e3\u51b3\u6301\u4e45\u5316\u3001\u786e\u5b9a\u6027\u91cd\u653e\u3001\u6210\u672c\u63a7\u5236\u3001\u53ef\u89c2\u6d4b\u6027\u3001\u9519\u8bef\u6062\u590d\u8fd9\u4e9b\u6846\u67b6\u8986\u76d6\u4e0d\u5230\u7684\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260812082551-6a7c2e0ff1803.png\" alt=\"AI \u5de5\u7a0b\u8303\u5f0f\u7684\u4e09\u6b21\u8fdb\u5316\uff1a\u4ece\u63d0\u793a\u8bcd\u5230\u9a7e\u9a6d\" \/><\/p>\n<hr \/>\n<h3>Agent \u5e38\u89c1\u7684\u56db\u79cd\u7ffb\u8f66\u59ff\u52bf<\/h3>\n<p>Anthropic \u5de5\u7a0b\u5e08\u5728\u957f\u65f6\u95f4\u8fd0\u884c Agent \u7684\u8fc7\u7a0b\u4e2d&#xff0c;\u603b\u7ed3\u4e86\u56db\u79cd\u5178\u578b\u7684\u5931\u8d25\u6a21\u5f0f&#xff0c;\u6b63\u662f Harness Engineering \u8981\u89e3\u51b3\u7684\u6838\u5fc3\u75db\u70b9&#xff1a;<\/p>\n<p>\u5931\u8d25\u6a21\u5f0f 1&#xff1a;\u8bd5\u56fe\u4e00\u6b65\u5230\u4f4d&#xff08;One-shotting&#xff09;<\/p>\n<p>Agent \u503e\u5411\u4e8e\u5728\u4e00\u4e2a\u4f1a\u8bdd\u91cc\u628a\u6240\u6709\u529f\u80fd\u90fd\u505a\u5b8c\u3002\u7ed3\u679c\u662f\u4e0a\u4e0b\u6587\u7a97\u53e3\u8017\u5c3d&#xff0c;\u7559\u4e0b\u4e00\u5806\u6ca1\u6709\u6587\u6863\u7684\u534a\u6210\u54c1\u4ee3\u7801&#xff0c;\u4e0b\u4e00\u4e2a\u4f1a\u8bdd\u542f\u52a8\u65f6\u53ea\u80fd\u82b1\u5927\u91cf\u65f6\u95f4\u731c\u6d4b\u4e4b\u524d\u53d1\u751f\u4e86\u4ec0\u4e48\u3002<\/p>\n<p>\u5931\u8d25\u6a21\u5f0f 2&#xff1a;\u8fc7\u65e9\u5ba3\u5e03\u80dc\u5229<\/p>\n<p>\u5728\u9879\u76ee\u540e\u671f&#xff0c;\u5f53\u90e8\u5206\u529f\u80fd\u5df2\u7ecf\u5b8c\u6210\u540e&#xff0c;Agent \u4f1a\u73af\u987e\u56db\u5468&#xff0c;\u770b\u5230\u5df2\u6709\u8fdb\u5c55\u5c31\u76f4\u63a5\u5ba3\u5e03\u4efb\u52a1\u5b8c\u6210\u2014\u2014\u5373\u4f7f\u8fd8\u6709\u5927\u91cf\u529f\u80fd\u672a\u5b9e\u73b0\u3002<\/p>\n<p>\u5931\u8d25\u6a21\u5f0f 3&#xff1a;\u8fc7\u65e9\u6807\u8bb0\u529f\u80fd\u5b8c\u6210<\/p>\n<p>\u5728\u6ca1\u6709\u660e\u786e\u63d0\u793a\u7684\u60c5\u51b5\u4e0b&#xff0c;Agent \u5199\u5b8c\u4ee3\u7801\u5c31\u6807\u8bb0\u4e3a&#034;\u5b8c\u6210&#034;&#xff0c;\u5374\u6ca1\u6709\u505a\u7aef\u5230\u7aef\u6d4b\u8bd5\u3002\u5355\u5143\u6d4b\u8bd5\u6216 curl \u547d\u4ee4\u901a\u8fc7\u4e86\u4e0d\u4ee3\u8868\u529f\u80fd\u771f\u6b63\u53ef\u7528\u3002<\/p>\n<p>\u5931\u8d25\u6a21\u5f0f 4&#xff1a;\u73af\u5883\u542f\u52a8\u56f0\u96be<\/p>\n<p>\u6bcf\u6b21\u65b0\u4f1a\u8bdd\u542f\u52a8\u65f6&#xff0c;Agent \u9700\u8981\u82b1\u8d39\u5927\u91cf token \u5f04\u6e05\u695a\u5982\u4f55\u8fd0\u884c\u5e94\u7528\u3001\u5982\u4f55\u542f\u52a8\u5f00\u53d1\u670d\u52a1\u5668&#xff0c;\u800c\u4e0d\u662f\u628a\u65f6\u95f4\u82b1\u5728\u5b9e\u9645\u5f00\u53d1\u4e0a\u3002<\/p>\n<p>\u6b64\u5916&#xff0c;Agent \u8fd8\u6709\u4e00\u4e2a\u5371\u9669\u7279\u6027&#xff1a;\u5b83\u975e\u5e38\u64c5\u957f\u6a21\u5f0f\u590d\u5236\u3002\u4ee3\u7801\u5e93\u91cc\u6709\u4ec0\u4e48\u6a21\u5f0f&#xff0c;\u5b83\u5c31\u5fe0\u5b9e\u5730\u590d\u5236\u5e76\u653e\u5927\u2014\u2014\u5305\u62ec\u574f\u6a21\u5f0f\u548c\u67b6\u6784\u6f02\u79fb\u3002\u4e0d\u52a0\u7ea6\u675f\u7684 Agent \u4f1a\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u79ef\u7d2f\u6280\u672f\u503a\u52a1\u3002<\/p>\n<hr \/>\n<h3>Harness Engineering \u7684\u56db\u5927\u652f\u67f1<\/h3>\n<p>\u7efc\u5408 OpenAI\u3001Anthropic\u3001Stripe\u3001HashiCorp \u7b49\u591a\u4e2a\u56e2\u961f\u7684\u5b9e\u8df5&#xff0c;Harness Engineering \u53ef\u4ee5\u5f52\u7eb3\u4e3a\u56db\u4e2a\u6838\u5fc3\u652f\u67f1\u3002<\/p>\n<h4>\u652f\u67f1\u4e00&#xff1a;\u4e0a\u4e0b\u6587\u67b6\u6784&#xff08;Context Architecture&#xff09;<\/h4>\n<p>\u6838\u5fc3\u539f\u5219&#xff1a;Agent \u5e94\u5f53\u6070\u597d\u83b7\u5f97\u5f53\u524d\u4efb\u52a1\u6240\u9700\u7684\u4e0a\u4e0b\u6587\u2014\u2014\u4e0d\u591a\u4e0d\u5c11\u3002<\/p>\n<p>\u6bcf\u4e2a\u56e2\u961f\u90fd\u72ec\u7acb\u53d1\u73b0&#xff0c;\u5c06\u6240\u6709\u6307\u4ee4\u585e\u8fdb\u4e00\u4e2a\u6587\u4ef6\u65e0\u6cd5\u6269\u5c55\u3002\u89e3\u51b3\u65b9\u6848\u662f\u5206\u5c42\u4e0a\u4e0b\u6587\u4e0e\u6e10\u8fdb\u5f0f\u62ab\u9732\u3002Vasilopoulos \u5728 2026 \u5e74\u7684\u8bba\u6587\u4e2d\u5c06\u4e0a\u4e0b\u6587\u5f62\u5f0f\u5316\u4e3a\u4e09\u5c42&#xff1a;<\/p>\n<table>\n<tr>\u5c42\u7ea7\u52a0\u8f7d\u65f6\u673a\u5185\u5bb9\u793a\u4f8b\u4e0a\u4e0b\u6587\u5360\u7528<\/tr>\n<tbody>\n<tr>\n<td>Tier 1&#xff1a;\u4f1a\u8bdd\u5e38\u9a7b<\/td>\n<td>\u6bcf\u6b21\u4f1a\u8bdd\u81ea\u52a8\u52a0\u8f7d<\/td>\n<td>AGENTS.md \/ CLAUDE.md&#xff0c;\u9879\u76ee\u7ed3\u6784<\/td>\n<td>\u6700\u5c0f<\/td>\n<\/tr>\n<tr>\n<td>Tier 2&#xff1a;\u6309\u9700\u52a0\u8f7d<\/td>\n<td>\u5b50 Agent \u6216\u6280\u80fd\u88ab\u8c03\u7528\u65f6<\/td>\n<td>\u4e13\u4e1a\u5316\u4e0a\u4e0b\u6587\u3001\u9886\u57df\u77e5\u8bc6<\/td>\n<td>\u4e2d\u7b49<\/td>\n<\/tr>\n<tr>\n<td>Tier 3&#xff1a;\u6301\u4e45\u5316\u77e5\u8bc6\u5e93<\/td>\n<td>Agent \u4e3b\u52a8\u67e5\u8be2\u65f6<\/td>\n<td>\u7814\u7a76\u6587\u6863\u3001\u89c4\u683c\u8bf4\u660e\u3001\u5386\u53f2\u4f1a\u8bdd<\/td>\n<td>\u6309\u9700<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Dex Horthy \u6709\u4e2a\u5f88\u5b9e\u7528\u7684\u7ecf\u9a8c\u89c2\u5bdf&#xff1a;\u4e0a\u4e0b\u6587\u586b\u5f97\u8d8a\u6ee1&#xff0c;LLM \u8f93\u51fa\u8d28\u91cf\u8d8a\u5dee\u3002\u4ee5 168K token \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a\u4f8b&#xff0c;\u5927\u7ea6\u7528\u5230 40% \u5c31\u5f00\u59cb\u8d70\u4e0b\u5761\u8def\u2014\u2014\u8d85\u8fc7\u8fd9\u4e2a\u9608\u503c&#xff0c;Agent \u4f1a\u8fdb\u5165&#034;Dumb Zone&#034;&#xff0c;\u51fa\u73b0\u5e7b\u89c9\u3001\u5faa\u73af\u3001\u683c\u5f0f\u9519\u8bef\u7684\u5de5\u5177\u8c03\u7528\u548c\u4f4e\u8d28\u91cf\u4ee3\u7801\u3002<\/p>\n<h4>\u652f\u67f1\u4e8c&#xff1a;Agent \u4e13\u4e1a\u5316&#xff08;Agent Specialization&#xff09;<\/h4>\n<p>\u6838\u5fc3\u539f\u5219&#xff1a;\u4e13\u6ce8\u4e8e\u7279\u5b9a\u9886\u57df\u3001\u62e5\u6709\u53d7\u9650\u5de5\u5177\u7684 Agent \u4f18\u4e8e\u62e5\u6709\u5168\u90e8\u6743\u9650\u7684\u901a\u7528 Agent\u3002<\/p>\n<p>Carlini \u5728 Anthropic \u7684 C \u7f16\u8bd1\u5668\u9879\u76ee\u4e2d&#xff0c;\u5c06 Agent \u4e13\u4e1a\u5316\u4e3a\u7f16\u8bd1\u5668\u6838\u5fc3\u3001\u53bb\u91cd\u3001\u6027\u80fd\u4f18\u5316\u548c\u6587\u6863\u56db\u7c7b\u89d2\u8272\u3002Vasilopoulos \u90e8\u7f72\u4e86 19 \u4e2a\u9886\u57df\u7279\u5b9a Agent\u3002\u4e13\u4e1a\u5316\u4e0d\u4ec5\u662f\u7ec4\u7ec7\u6027\u7684\u2014\u2014\u5b83\u672c\u8eab\u5c31\u662f\u4e0a\u4e0b\u6587\u7ba1\u7406\u7b56\u7565\u3002\u6bcf\u4e2a\u4e13\u5bb6\u56e0\u4e3a\u643a\u5e26\u66f4\u5c11\u7684\u65e0\u5173\u4fe1\u606f&#xff0c;\u6240\u4ee5\u8fd0\u884c\u5728&#034;Smart Zone&#034;\u5185\u3002<\/p>\n<p>\u5178\u578b\u7684\u89d2\u8272\u5206\u5de5\u5305\u62ec&#xff1a;\u7814\u7a76 Agent&#xff08;\u53ea\u8bfb\u63a2\u7d22&#xff09;\u3001\u89c4\u5212 Agent&#xff08;\u5206\u89e3\u4efb\u52a1&#xff09;\u3001\u6267\u884c Agent&#xff08;\u9650\u6743\u5b9e\u73b0&#xff09;\u3001\u5ba1\u67e5 Agent&#xff08;\u5ba1\u8ba1\u6807\u8bb0&#xff09;\u3001\u8c03\u8bd5 Agent&#xff08;\u4fee\u590d\u95ee\u9898&#xff09;\u3001\u6e05\u7406 Agent&#xff08;\u5bf9\u6297\u71b5\u589e&#xff09;\u3002<\/p>\n<h4>\u652f\u67f1\u4e09&#xff1a;\u6301\u4e45\u5316\u8bb0\u5fc6&#xff08;Persistent Memory&#xff09;<\/h4>\n<p>\u6838\u5fc3\u539f\u5219&#xff1a;\u8fdb\u5ea6\u6301\u4e45\u5316\u5728\u6587\u4ef6\u7cfb\u7edf\u4e0a&#xff0c;\u800c\u975e\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e2d\u3002\u6bcf\u6b21\u65b0 Agent \u4f1a\u8bdd\u4ece\u96f6\u5f00\u59cb&#xff0c;\u901a\u8fc7\u6587\u4ef6\u7cfb\u7edf\u5236\u54c1\u91cd\u5efa\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>Anthropic \u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u7684\u65b9\u6848\u582a\u79f0\u7ecf\u5178&#xff1a;<\/p>\n<p>\u521d\u59cb\u5316 Agent&#xff1a;\u9996\u6b21\u4f1a\u8bdd\u5efa\u7acb\u521d\u59cb\u73af\u5883\u2014\u2014init.sh \u811a\u672c\u3001claude-progress.txt \u8fdb\u5ea6\u6587\u4ef6\u548c\u521d\u59cb git \u63d0\u4ea4\u3002\u4ece\u9ad8\u7ea7 prompt \u751f\u6210\u7efc\u5408 feature \u5217\u8868&#xff0c;\u5355\u4e2a Web \u5e94\u7528\u53ef\u80fd\u8d85\u8fc7 200 \u4e2a\u72ec\u7acb\u529f\u80fd&#xff0c;\u6bcf\u4e2a\u90fd\u6709\u660e\u786e\u7684\u6d4b\u8bd5\u6b65\u9aa4&#xff0c;\u5168\u90e8\u521d\u59cb\u6807\u8bb0\u4e3a \u201cfailing\u201d\u3002<\/p>\n<p>\u7f16\u7801 Agent&#xff1a;\u540e\u7eed\u6bcf\u6b21\u4f1a\u8bdd\u7684\u542f\u52a8\u6d41\u7a0b\u6807\u51c6\u5316\u2014\u2014\u8fd0\u884c pwd \u67e5\u770b\u76ee\u5f55 \u2192 \u8bfb\u53d6 git log \u548c\u8fdb\u5ea6\u6587\u4ef6 \u2192 \u8bfb\u53d6 feature list \u9009\u62e9\u6700\u9ad8\u4f18\u5148\u7ea7\u4efb\u52a1 \u2192 \u542f\u52a8\u5f00\u53d1\u670d\u52a1\u5668\u8fd0\u884c\u57fa\u7840\u6d4b\u8bd5 \u2192 \u786e\u8ba4\u4e00\u5207\u6b63\u5e38\u540e\u5f00\u59cb\u65b0\u529f\u80fd\u5f00\u53d1 \u2192 \u7ed3\u675f\u65f6\u63d0\u4ea4 git \u548c\u8fdb\u5ea6\u66f4\u65b0\u3002<\/p>\n<p>\u5173\u952e\u53d1\u73b0&#xff1a;\u4f7f\u7528 JSON \u683c\u5f0f\u8ffd\u8e2a feature \u72b6\u6001\u6bd4 Markdown \u66f4\u6709\u6548&#xff0c;\u56e0\u4e3a Agent \u4e0d\u592a\u53ef\u80fd\u4e0d\u6070\u5f53\u5730\u4fee\u6539\u6216\u8986\u76d6\u7ed3\u6784\u5316\u6570\u636e\u3002<\/p>\n<h4>\u652f\u67f1\u56db&#xff1a;\u7ed3\u6784\u5316\u6267\u884c&#xff08;Structured Execution&#xff09;<\/h4>\n<p>\u6838\u5fc3\u539f\u5219&#xff1a;\u5c06\u601d\u8003\u4e0e\u6267\u884c\u5206\u79bb\u3002\u6240\u6709\u56e2\u961f\u90fd\u65bd\u52a0\u4e86\u523b\u610f\u7684\u6267\u884c\u5e8f\u5217&#xff1a;\u7406\u89e3 \u2192 \u89c4\u5212 \u2192 \u6267\u884c \u2192 \u9a8c\u8bc1\u3002<\/p>\n<p>Cloudflare \u7684 Boris Tane \u5c06\u6b64\u539f\u5219\u603b\u7ed3\u4e3a\u4e00\u53e5\u8bdd&#xff1a;<\/p>\n<p>\u201c\u6c38\u8fdc\u4e0d\u8981\u8ba9 Agent \u5728\u4f60\u5ba1\u67e5\u548c\u6279\u51c6\u4e66\u9762\u8ba1\u5212\u4e4b\u524d\u5199\u4ee3\u7801\u3002\u8fd9\u79cd\u89c4\u5212\u4e0e\u6267\u884c\u7684\u5206\u79bb\u662f\u6211\u505a\u7684\u6700\u91cd\u8981\u7684\u4e00\u4ef6\u4e8b\u3002\u201d<\/p>\n<p>\u5ba1\u67e5\u8ba1\u5212\u8fdc\u6bd4\u5ba1\u67e5\u4ee3\u7801\u5feb\u3002\u5f53\u89c4\u683c\u6b63\u786e\u65f6&#xff0c;\u5b9e\u73b0\u81ea\u7136\u53ef\u9760\u3002\u5f53\u89c4\u683c\u6709\u8bef\u65f6&#xff0c;\u53ef\u4ee5\u5728 500 \u884c\u4ee3\u7801\u751f\u6210\u4e4b\u524d\u53ca\u65f6\u7ea0\u6b63\u3002\u8fd9\u662f\u9a7e\u9a6d\u5de5\u7a0b\u4e2d\u6295\u5165\u4ea7\u51fa\u6bd4\u6700\u9ad8\u7684\u5b9e\u8df5\u4e4b\u4e00\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260812082552-6a7c2e10f1fdd.png\" alt=\"Harness Engineering \u7684\u56db\u5927\u652f\u67f1\" \/><\/p>\n<hr \/>\n<h3>\u56db\u5927\u62a4\u680f&#xff1a;OpenAI \u7684\u767e\u4e07\u884c\u4ee3\u7801\u5b9e\u8df5<\/h3>\n<p>OpenAI \u4e09\u540d\u5de5\u7a0b\u5e08\u5728 5 \u4e2a\u6708\u5185\u7528 Codex \u6784\u5efa\u4e86\u7ea6 100 \u4e07\u884c\u4ee3\u7801\u7684\u4ea7\u54c1&#xff0c;\u63d0\u70bc\u51fa\u4e94\u5927 Harness \u539f\u5219\u3002\u7ed3\u5408\u5176\u4ed6\u56e2\u961f\u7684\u5b9e\u8df5&#xff0c;\u53ef\u4ee5\u5f52\u7eb3\u4e3a\u56db\u6839&#034;\u62a4\u680f&#034;&#xff1a;<\/p>\n<h4>\u62a4\u680f\u4e00&#xff1a;\u4e0a\u4e0b\u6587\u5de5\u7a0b\u2014\u2014AGENTS.md \u6d3b\u6587\u6863<\/h4>\n<p>AGENTS.md \u662f\u4e00\u4e2a\u65b0\u5174\u7684\u5f00\u653e\u7ea6\u5b9a\u2014\u2014\u672c\u8d28\u4e0a\u662f\u7ed9 AI Agent \u7684 README\u3002\u5b83\u4e0d\u662f\u4e00\u6b21\u6027\u7f16\u5199\u540e\u9057\u5fd8\u7684\u9759\u6001\u6587\u6863&#xff0c;\u800c\u662f\u6d3b\u7684\u53cd\u9988\u5faa\u73af&#xff1a;\u6bcf\u5f53 Agent \u72af\u9519\u65f6\u5c31\u66f4\u65b0\u3002Mitchell Hashimoto \u7684 Ghostty \u9879\u76ee AGENTS.md \u91cc&#xff0c;\u6bcf\u4e00\u884c\u90fd\u5bf9\u5e94\u4e00\u4e2a\u5386\u53f2 Agent \u5931\u8d25\u6848\u4f8b\u3002<\/p>\n<p>OpenAI \u7684\u8fdb\u9636\u505a\u6cd5\u662f&#xff1a;\u4e0d\u7ef4\u62a4\u4e00\u4e2a\u5de8\u5927\u7684\u6307\u4ee4\u6587\u4ef6&#xff0c;\u800c\u662f\u6784\u5efa\u4e00\u4e2a\u5c0f\u578b AGENTS.md&#xff0c;\u6307\u5411\u66f4\u6df1\u5c42\u7684\u4e8b\u5b9e\u6e90\u2014\u2014\u8bbe\u8ba1\u6587\u6863\u3001\u67b6\u6784\u56fe\u3001\u6267\u884c\u8ba1\u5212\u3001\u8d28\u91cf\u8bc4\u7ea7\u2014\u2014\u5168\u90e8\u7248\u672c\u63a7\u5236\u5e76\u7ef4\u62a4\u5728\u4ed3\u5e93\u4e2d\u3002\u751a\u81f3\u6709\u4e00\u4e2a\u4e13\u95e8\u7684 Doc-gardening Agent&#xff08;\u6587\u6863\u56ed\u4e01\u4ee3\u7406&#xff09;&#xff0c;\u5728\u540e\u53f0\u81ea\u52a8\u626b\u63cf\u6587\u6863\u4e0e\u4ee3\u7801\u4e4b\u95f4\u7684\u4e0d\u4e00\u81f4&#xff0c;\u53d1\u73b0\u8fc7\u65f6\u5185\u5bb9\u5c31\u81ea\u52a8\u63d0\u4ea4 PR \u4fee\u590d\u2014\u2014Agent \u4e3a Agent \u7ef4\u62a4\u6587\u6863\u3002<\/p>\n<h4>\u62a4\u680f\u4e8c&#xff1a;\u67b6\u6784\u7ea6\u675f\u2014\u2014\u7528 Linter \u505a\u7f30\u7ef3<\/h4>\n<p>OpenAI \u56e2\u961f\u5efa\u7acb\u4e86\u4e25\u683c\u7684\u5c42\u7ea7\u4f9d\u8d56\u6a21\u578b&#xff1a;Types \u2192 Config \u2192 Repo \u2192 Service \u2192 Runtime \u2192 UI&#xff0c;\u4e0b\u5c42\u4e0d\u80fd\u53cd\u5411\u4f9d\u8d56\u4e0a\u5c42\u3002\u6240\u6709\u67b6\u6784\u89c4\u5219\u88ab\u7f16\u7801\u4e3a\u81ea\u5b9a\u4e49 Linter \u89c4\u5219&#xff0c;\u8fdd\u53cd\u5373 CI \u963b\u6b62\u5408\u5e76\u2014\u2014\u65e0\u8bba\u4ee3\u7801\u662f\u4eba\u5199\u7684\u8fd8\u662f AI \u5199\u7684\u3002<\/p>\n<p>\u6709\u4e2a\u5173\u952e\u7ec6\u8282&#xff1a;Linter \u7684\u9519\u8bef\u4fe1\u606f\u672c\u8eab\u4e5f\u662f\u4e0a\u4e0b\u6587\u5de5\u7a0b\u3002\u5b83\u4e0d\u53ea\u8bf4&#034;\u4f60\u8fdd\u53cd\u4e86\u89c4\u5219 X&#034;&#xff0c;\u800c\u662f\u89e3\u91ca\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u89c4\u5219\u5b58\u5728\u3001\u6b63\u786e\u505a\u6cd5\u662f\u4ec0\u4e48\u3002\u8fd9\u6837 Agent \u8bfb\u5230\u9519\u8bef\u540e\u5c31\u80fd\u81ea\u6211\u7406\u89e3\u5e76\u4fee\u6b63&#xff0c;\u4e0d\u9700\u8981\u4eba\u7c7b\u4ecb\u5165\u3002\u5de5\u5177\u5728 Agent \u5de5\u4f5c\u65f6\u540c\u65f6&#034;\u6559\u4f1a&#034;\u5b83\u3002<\/p>\n<h4>\u62a4\u680f\u4e09&#xff1a;\u53cd\u9988\u5faa\u73af\u2014\u2014\u667a\u80fd\u4f53\u5ba1\u667a\u80fd\u4f53<\/h4>\n<p>\u4f20\u7edf\u5f00\u53d1\u4e2d\u4eba\u7c7b\u5de5\u7a0b\u5e08\u8d1f\u8d23 Code Review\u3002\u5728\u9a7e\u9a6d\u5de5\u7a0b\u4e2d&#xff0c;\u8fd9\u4e2a\u5de5\u4f5c\u53d8\u6210\u4e86\u667a\u80fd\u4f53\u5bf9\u667a\u80fd\u4f53\u7684\u65b9\u5f0f&#xff1a;Codex \u5728\u672c\u5730\u5ba1\u6838\u81ea\u8eab\u66f4\u6539&#xff0c;\u8bf7\u6c42\u989d\u5916\u5ba1\u67e5&#xff0c;\u5faa\u73af\u5f80\u590d\u76f4\u5230\u901a\u8fc7\u3002\u53cd\u9988\u5faa\u73af\u4e2d\u7684\u94a9\u5b50\u53ef\u4ee5\u8fd0\u884c\u9884\u5b9a\u4e49\u7684\u6d4b\u8bd5\u5957\u4ef6&#xff0c;\u5e76\u5728\u5931\u8d25\u65f6\u5e26\u7740\u9519\u8bef\u4fe1\u606f\u5faa\u73af\u56de\u5230\u6a21\u578b&#xff0c;\u6216\u8005\u63d0\u793a\u6a21\u578b\u72ec\u7acb\u8bc4\u4f30\u5176\u4ee3\u7801\u3002<\/p>\n<p>\u5982\u679c AI \u5199\u7684\u6d4b\u8bd5\u7528\u4f8b\u901a\u8fc7\u4e86\u5e26\u6709 Bug \u7684\u4ee3\u7801&#xff0c;Harness \u5c31\u4f1a\u5224\u5b9a\u6d4b\u8bd5\u65e0\u6548&#xff0c;\u5f3a\u8feb\u5b83\u91cd\u65b0\u601d\u8003\u6d4b\u8bd5\u8fb9\u754c\u3002<\/p>\n<h4>\u62a4\u680f\u56db&#xff1a;\u71b5\u7ba1\u7406\u2014\u2014\u201c\u5783\u573e\u56de\u6536\u201d<\/h4>\n<p>OpenAI \u56e2\u961f\u6700\u521d\u6bcf\u5468\u4e94\u82b1 20% \u7684\u65f6\u95f4\u624b\u52a8\u6e05\u7406&#034;AI Slop&#034;&#xff08;\u4f4e\u8d28\u91cf\u751f\u6210\u7269&#xff09;\u3002\u540e\u6765\u8fd9\u88ab\u81ea\u52a8\u5316\u4e3a Codex \u8fd0\u884c\u7684\u540e\u53f0\u4efb\u52a1\u2014\u2014\u6e05\u7406\u541e\u5410\u91cf\u4e0e\u4ee3\u7801\u751f\u6210\u541e\u5410\u91cf\u6210\u6b63\u6bd4\u6269\u5c55\u3002\u5b9a\u671f\u8fd0\u884c\u540e\u53f0\u4efb\u52a1\u626b\u63cf\u504f\u5dee\u3001\u66f4\u65b0\u8d28\u91cf\u7b49\u7ea7\u3001\u53d1\u8d77\u9488\u5bf9\u6027\u91cd\u6784 PR\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260812082553-6a7c2e11eb29e.png\" alt=\"\u56db\u5927\u62a4\u680f\uff1aOpenAI \u767e\u4e07\u884c\u4ee3\u7801\u5b9e\u8df5\" \/><\/p>\n<hr \/>\n<h3>\u5de5\u7a0b\u5e08\u89d2\u8272\u7684\u8f6c\u53d8&#xff1a;\u4ece\u5199\u4ee3\u7801\u5230\u8bbe\u8ba1\u73af\u5883<\/h3>\n<p>\u6240\u6709\u56e2\u961f\u7684\u5b9e\u8df5\u90fd\u6307\u5411\u540c\u4e00\u4e2a\u7ed3\u8bba&#xff1a;\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u6b63\u5728\u4ece&#034;\u4ee3\u7801\u7684\u7f16\u5199\u8005&#034;\u53d8\u6210&#034;\u73af\u5883\u7684\u5efa\u7b51\u5e08&#034;\u3002<\/p>\n<p>Greg Brockman \u5efa\u8bae\u6bcf\u4e2a\u56e2\u961f\u6307\u5b9a\u4e00\u540d&#034;Agent \u961f\u957f&#034;\u2014\u2014\u8d1f\u8d23\u601d\u8003 Agent \u5982\u4f55\u878d\u5165\u56e2\u961f\u5de5\u4f5c\u6d41\u3002Peter Steinberger&#xff08;OpenClaw \u521b\u4f5c\u8005&#xff09;\u5728\u4e00\u4e2a\u6708\u5185\u5b8c\u6210\u4e86 6,600&#043; \u6b21\u63d0\u4ea4&#xff0c;\u540c\u65f6\u8fd0\u884c 5-10 \u4e2a Agent\u3002\u8fd9\u4e0d\u662f\u4e00\u4e2a\u4eba\u5199\u4e86 6,600 \u6b21\u4ee3\u7801&#xff0c;\u800c\u662f\u4e00\u4e2a\u4eba\u9a7e\u9a6d\u4e86 5-10 \u4e2a Agent \u4ea7\u51fa\u4e86 6,600 \u6b21\u63d0\u4ea4\u3002<\/p>\n<p>\u6b63\u5982 Addy Osmani \u6240\u8a00&#xff1a;\u201cAI \u7f16\u7801\u7684\u5174\u8d77\u5e76\u6ca1\u6709\u53d6\u4ee3\u8f6f\u4ef6\u5de5\u7a0b\u7684\u5de5\u827a\u2014\u2014\u5b83\u62ac\u9ad8\u4e86\u5de5\u827a\u7684\u95e8\u69db\u3002\u201d<\/p>\n<p>\u8f6f\u4ef6\u5f00\u53d1\u7684\u672a\u6765&#xff0c;\u53ef\u80fd\u4e0d\u518d\u662f\u5173\u4e8e\u6211\u4eec\u80fd\u5199\u591a\u5feb\u591a\u597d\u7684\u4ee3\u7801&#xff0c;\u800c\u662f\u5173\u4e8e\u6211\u4eec\u80fd\u8bbe\u8ba1\u591a\u806a\u660e\u3001\u591a\u9c81\u68d2\u7684\u7cfb\u7edf\u6765\u9a7e\u9a6d AI \u4ee3\u7406\u7684\u5de8\u5927\u80fd\u91cf\u3002\u5de5\u7a0b\u5e08\u7684\u4ef7\u503c\u6b63\u5728\u4ece\u6267\u884c\u8005\u8f6c\u53d8\u4e3a\u8d4b\u80fd\u8005\u548c\u7cfb\u7edf\u601d\u8003\u8005\u2014\u2014\u4ece\u6784\u5efa\u4ea7\u54c1\u8f6c\u5411\u6784\u5efa\u80fd\u591f\u6784\u5efa\u4ea7\u54c1\u7684\u5de5\u5382\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260812082554-6a7c2e12e2dbb.png\" alt=\"\u5de5\u7a0b\u5e08\u89d2\u8272\u8f6c\u53d8\uff1a\u4ece\u4ee3\u7801\u7f16\u5199\u8005\u5230\u73af\u5883\u5efa\u7b51\u5e08\" \/><\/p>\n<hr \/>\n<h3>\u516d\u5927\u884c\u4e1a\u5171\u8bc6<\/h3>\n<p>\u7efc\u5408 OpenAI\u3001Anthropic\u3001LangChain\u3001Stripe\u3001HashiCorp\u3001Martin Fowler \u7b49 8 \u4e2a\u72ec\u7acb\u4fe1\u606f\u6e90\u7684\u4ea4\u53c9\u5bf9\u6bd4&#xff0c;\u4e1a\u754c\u5728\u4ee5\u4e0b\u516d\u4e2a\u65b9\u9762\u5df2\u5f62\u6210\u660e\u786e\u5171\u8bc6&#xff1a;<\/p>\n<li>\u74f6\u9888\u5728\u57fa\u7840\u8bbe\u65bd&#xff0c;\u4e0d\u5728\u6a21\u578b\u667a\u80fd\u2014\u2014\u4e94\u4e2a\u72ec\u7acb\u56e2\u961f\u5f97\u51fa\u76f8\u540c\u7ed3\u8bba&#xff0c;\u662f\u6700\u6838\u5fc3\u7684\u5171\u8bc6\u3002<\/li>\n<li>\u6587\u6863\u5fc5\u987b\u662f\u6d3b\u7684\u53cd\u9988\u5faa\u73af\u2014\u2014\u9759\u6001\u6587\u6863\u662f\u575f\u573a&#xff0c;\u52a8\u6001\u6587\u6863\u624d\u6709\u4ef7\u503c\u3002\u8ba9\u540e\u53f0 Agent \u5b9a\u671f\u6e05\u7406\u8fc7\u65f6\u6587\u6863\u5e76\u63d0\u4ea4 PR\u3002<\/li>\n<li>\u601d\u8003\u4e0e\u6267\u884c\u5fc5\u987b\u5206\u79bb\u2014\u2014\u590d\u6742\u4efb\u52a1\u4e0d\u53ef\u80fd\u5728\u5355\u4e2a\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u5b8c\u6210&#xff0c;\u5148\u89c4\u5212\u518d\u6267\u884c\u662f\u6240\u6709\u56e2\u961f\u7684\u5171\u540c\u9009\u62e9\u3002<\/li>\n<li>\u4e0a\u4e0b\u6587\u4e0d\u662f\u8d8a\u591a\u8d8a\u597d\u2014\u2014\u4e0a\u4e0b\u6587\u662f\u7a00\u7f3a\u8d44\u6e90&#xff0c;\u7ea6 40% \u7a97\u53e3\u5229\u7528\u7387\u662f\u751c\u871c\u533a\u95f4&#xff0c;\u5e94\u6309\u9700\u68c0\u7d22\u3001\u52a8\u6001\u6ce8\u5165\u3002<\/li>\n<li>\u7ea6\u675f\u5fc5\u987b\u81ea\u52a8\u5316\u6267\u884c\u2014\u2014\u4eba\u5de5 Review \u662f\u74f6\u9888\u3002\u62a4\u680f\u8981\u7f16\u7801\u4e3a Linter\u3001CI\u3001\u7c7b\u578b\u7cfb\u7edf&#xff0c;\u8ba9\u673a\u5668\u6765\u6267\u884c\u800c\u975e\u4eba\u3002<\/li>\n<li>\u5de5\u7a0b\u5e08\u89d2\u8272\u5728\u8f6c\u53d8\u2014\u2014\u4ece\u4ee3\u7801\u7684\u7f16\u5199\u8005\u53d8\u6210\u73af\u5883\u7684\u5efa\u7b51\u5e08\u3002\u6700\u5927\u7684\u5de5\u7a0b\u6311\u6218\u662f\u8bbe\u8ba1\u8ba9 Agent \u53ef\u9760\u5de5\u4f5c\u7684\u63a7\u5236\u7cfb\u7edf\u3002<\/li>\n<hr \/>\n<h3>\u8fd8\u6709\u54ea\u4e9b\u672a\u89e3\u96be\u9898&#xff1f;<\/h3>\n<p>\u5c3d\u7ba1\u5171\u8bc6\u5df2\u7ecf\u6e05\u6670&#xff0c;\u4f46 Harness Engineering \u9886\u57df\u4ecd\u6709\u4e09\u5927\u7a7a\u767d\u533a\u4e9f\u5f85\u586b\u8865&#xff1a;<\/p>\n<p>\u68d5\u5730\u9879\u76ee\u7684 Harness 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