{"id":13678,"date":"2026-10-21T07:07:47","date_gmt":"2026-10-20T23:07:47","guid":{"rendered":"https:\/\/infernews.com\/blog\/harness2\/"},"modified":"2026-10-21T14:12:34","modified_gmt":"2026-10-21T06:12:34","slug":"harness2","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/harness2\/","title":{"rendered":"Google Harness\u00b2 \u8b93 Agent \u81ea\u6211\u6539\u826f\u57f7\u884c\u7cfb\u7d71"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/Harness-Agent.jpg\" alt=\"Harness\u00b2\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Agent \u7684\u843d\u5dee\u5f80\u5f80\u4e0d\u53ea\u4f86\u81ea\u6a21\u578b\u80fd\u529b\uff0c\u63d0\u793a\u8a5e\u3001\u5de5\u5177\u914d\u7f6e\u3001\u8a18\u61b6\u548c\u4efb\u52d9\u7de8\u6392\u540c\u6a23\u5f71\u97ff\u7d50\u679c\u3002Google Research \u958b\u6e90\u7684 Harness\u00b2\uff0c\u4fbf\u662f\u4e00\u500b\u8655\u7406\u9019\u5c64\u300c\u57f7\u884c\u7cfb\u7d71\u300d\u7684\u7814\u7a76\u6846\u67b6\uff1a\u5b83\u56fa\u5b9a\u6a21\u578b\u6b0a\u91cd\uff0c\u5148\u6309\u773c\u524d\u4efb\u52d9\u8abf\u6574 harness\uff0c\u518d\u628a\u6210\u679c\u8207\u7d93\u9a57\u5e36\u5230\u4e0b\u4e00\u9805\u4efb\u52d9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u7684\u6838\u5fc3\u662f\u5169\u5c64\u905e\u8ff4\u3002Task-level recursion \u900f\u904e Propose\u2013Probe\u2013Compose\uff0c\u5148\u63d0\u51fa\u4fee\u6539\u3001\u5728\u76f8\u540c\u4efb\u52d9\u6e2c\u8a66\u6548\u679c\uff0c\u518d\u6574\u5408\u6709\u6548\u90e8\u5206\uff1bHarnessing-level recursion \u5247\u628a\u5df2\u63a1\u7528\u7684 harness \u8207\u6709\u8b49\u64da\u652f\u6301\u7684\u7d93\u9a57\u5beb\u5165\u6301\u4e45 improvement harness\uff0c\u5354\u52a9\u5f8c\u7e8c\u6539\u9032\u3002\u9019\u7a2e\u53d6\u6368\u662f\u628a\u8cc7\u6e90\u7531\u91cd\u65b0\u8a13\u7df4\u6a21\u578b\uff0c\u8f49\u5411\u6301\u7e8c\u512a\u5316\u6a21\u578b\u5468\u908a\u914d\u7f6e\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u578b\u6b0a\u91cd\u56fa\u5b9a\uff0c\u4e3b\u8981\u6539\u9032 prompts\u3001tools\u3001memory\u3001skills \u8207 orchestration\u3002<\/li>\n<li>\u4e0d\u4f9d\u8cf4\u6a19\u6e96\u7b54\u6848\uff0c\u4ee5\u540c\u4e00\u4efb\u52d9\u4e0d\u540c\u57f7\u884c\u7d50\u679c\u7684\u884c\u70ba\u5dee\u7570\u4f5c\u70ba\u56de\u994b\u3002<\/li>\n<li>\u652f\u63f4 parallel\u3001sequential recursion\uff0c\u4ee5\u53ca OpenCode\u3001Codex executors\u3002<\/li>\n<li>\u53ef\u914d\u5408 JobBench\u3001LAB\u3001WorkBuddy-Bench \u6e2c\u8a66\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u56db\u7a2e model\u2013harness \u7d44\u5408\u4e2d\uff0cHarness\u00b2 \u70ba GLM-5 \u8207 Gemini 3.5 Flash \u7684\u57fa\u790e harness \u5e36\u4f86\u63d0\u5347\uff1aWorkBuddy-Bench \u6700\u9ad8\u589e\u52a0 11.5 \u5206\uff0cJobBench \u589e\u52a0 4.5 \u5206\uff0cLAB partial pass rate \u589e\u52a0 11.8 \u500b\u767e\u5206\u9ede\uff1b\u63d0\u9ad8 task-level recursion budget \u9084\u53ef\u7e7c\u7e8c\u589e\u52a0\u7d50\u679c\u3002\u4e0d\u904e\uff0c\u8cc7\u6599\u6db5\u84cb\u4e09\u500b\u5c08\u696d benchmark\uff0c\u5c1a\u4e0d\u8db3\u4ee5\u8b49\u660e\u6240\u6709\u5de5\u5177\u548c\u6a21\u578b\u7d44\u5408\u90fd\u80fd\u53d7\u60e0\uff0c\u800c\u4e14\u6bcf\u8f2a\u63d0\u51fa\u3001\u6e2c\u8a66\u53ca\u6574\u5408\u6703\u589e\u52a0\u57f7\u884c\u6210\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u591a\u5de5\u5177\u3001\u8907\u96dc\u7de8\u6392\u6216\u6301\u7e8c\u63a5\u529b\u7684 Agent \u5718\u968a\uff0c\u8f03\u80fd\u611f\u53d7\u5230\u9019\u7a2e\u67b6\u69cb\u7684\u50f9\u503c\uff1b\u7dad\u8b77\u8005\u53ef\u7528 JobBench \u6d41\u7a0b\u5efa\u7acb\u74b0\u5883\uff0c\u518d\u6309\u81ea\u8eab executor \u8207\u8a55\u4f30\u57fa\u6e96\u6e2c\u8a66\u3002\u7814\u7a76\u4eba\u54e1\u4ea6\u53ef\u6cbf\u7528\u905e\u8ff4\u8a2d\u8a08\uff0c\u4f46\u61c9\u6838\u5c0d\u984d\u5916\u547c\u53eb\u3001\u932f\u8aa4\u50b3\u64ad\u53ca improvement harness \u7d2f\u7a4d\u932f\u8aa4\u7b49\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/harness2.github.io\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/google-research\/harness2\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Harness\u00b2 \u80fd\u5728\u6a21\u578b\u4e0d\u8b8a\u4e0b\uff0c\u6309\u4efb\u52d9\u6539\u9032\u63d0\u793a\u8a5e\u3001\u5de5\u5177\u8207\u6280\u80fd\uff0c\u4e26\u5c07\u7d93\u9a57\u6cbf\u7528\u81f3\u5f8c\u7e8c\u4efb\u52d9\u3002<\/p>\n","protected":false},"author":8,"featured_media":13677,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,76,127,178,140,161,197,38,199,201],"tags":[],"class_list":["post-13678","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-76","category-127","category-google","category-gemini","category-161","category-framework","category-38","category-dataset-","category-skill-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13678","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=13678"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13678\/revisions"}],"predecessor-version":[{"id":13682,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13678\/revisions\/13682"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13677"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13678"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13678"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13678"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}