{"id":13721,"date":"2026-06-26T11:43:08","date_gmt":"2026-06-26T03:43:08","guid":{"rendered":"https:\/\/ihower.tw\/blog\/?p=13721"},"modified":"2026-06-28T18:52:07","modified_gmt":"2026-06-28T10:52:07","slug":"harness-engineering","status":"publish","type":"post","link":"https:\/\/ihower.tw\/blog\/13721-harness-engineering","title":{"rendered":"\u7d66 Agent \u958b\u767c\u8005\u7684 Harness Engineering \u99d5\u99ad\u5de5\u7a0b\u7cfb\u5217 \ud83d\ude80 \u611b\u597d AI Engineer \u96fb\u5b50\u5831\u00a0\u00a0#39"},"content":{"rendered":"\n
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\u6b61\u8fce\u8a02\u95b1 \ud83d\udcec<\/a> \u611b\u597d AI Engineer \u96fb\u5b50\u5831 \u904e\u5f80\u671f\u6578\u9ede\u9019<\/a> \ud83d\udcda<\/p>\n<\/blockquote>\n\n\n\n

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

\u9019\u662f 2026\/6\/26 \u5728 \u751f\u6210\u5f0f AI \u958b\u767c\u8005\u5e74\u6703<\/a> \u5206\u4eab\u7684\u6f14\u8b1b\u6295\u5f71\u7247(html)\uff0c\u9019\u500b\u984c\u76ee\u53ef\u8aaa\u662f 2026 \u5e74\u4e0a\u534a\u5e74\u6700\u71b1\u9580\u7684 AI \u5de5\u7a0b\u4e3b\u984c\uff0c\u9019\u6b21\u8d81\u8457\u6e96\u5099\u6f14\u8b1b\uff0c\u597d\u597d\u68b3\u7406\u4e86\u4e00\u6b21\u3002<\/p>\n\n\n\n

\u27a1\ufe0f \u7d66 Agent \u958b\u767c\u8005\u7684 Harness + Loop Engineering \u6295\u5f71\u7247<\/a><\/h3>\n\n\n\n

\u7db2\u8def\u4e0a\u591a\u6578 Harness Engineering \u7684\u6587\u7ae0\uff0c\u662f\u7ad9\u5728 coding agent \u4f7f\u7528\u8005\u7684\u89d2\u5ea6\uff0c\u56de\u7b54\u300charness \u7531\u54ea\u4e9b\u5143\u4ef6\u7d44\u6210\u300d\u3002\u6211\u9019\u6b21\u7684\u5207\u5165\u9ede\u4e0d\u4e00\u6a23\uff1a\u5b9a\u4f4d\u5728\u81ea\u884c\u958b\u767c AI Agent \u7684\u5de5\u7a0b\u5e2b\uff0c\u800c coding agent \u53ea\u662f\u76ee\u524d\u6700\u6210\u719f\u7684 Agent \u7522\u54c1\u7bc4\u4f8b\u3002\u6211\u66f4\u60f3\u56de\u7b54\u7684\u554f\u984c\u662f\u5982\u4f55\u8a2d\u8a08 Agent \u7684\u56de\u994b\uff0c\u5f9e\u5de5\u5177\u57f7\u884c\u5167\u3001request \u4e4b\u9593\u3001\u55ae\u8f2a\u7d50\u675f\u3001\u5230\u5916\u5c64 loop\uff0c\u7531\u5167\u800c\u5916\u56db\u500b\u6642\u6a5f\u9ede\uff0c\u9019\u662f\u6211\u81ea\u5df1\u6574\u7406\u51fa\u4f86\u7684\u8ad6\u8ff0\u6846\u67b6\uff0c\u5e0c\u671b\u5c0d\u5927\u5bb6\u958b\u767c AI Agent \u7522\u54c1\u6709\u5e6b\u52a9\u3002<\/p>\n\n\n\n

\u6f14\u8b1b\u4ecb\u7d39<\/h3>\n\n\n\n

\u7576\u524d\u7684 AI Agent \u5df2\u7d93\u80fd\u62c6\u89e3\u4efb\u52d9\u3001\u64c1\u6709\u6280\u80fd\u3001\u64cd\u4f5c\u6a94\u6848\u3001\u57f7\u884c\u7a0b\u5f0f\uff0c\u537b\u4ecd\u5e38\u5e38\u81ea\u4fe1\u5730\u5ba3\u7a31\u300c\u5b8c\u6210\u4e86\u300d\uff0c\u7522\u51fa\u5be6\u969b\u4e0a\u537b\u4ecd\u4e0d\u5b8c\u6574\u3002\u5b83\u6709\u80fd\u529b\u628a\u4e8b\u60c5\u505a\u51fa\u4f86\uff0c\u4f46\u300c\u505a\u5f97\u5c0d\u4e0d\u5c0d\u3001\u505a\u5b8c\u4e86\u6c92\u300d\u662f\u63a5\u4e0b\u4f86\u7684\u6311\u6230\u3002<\/p>\n\n\n\n

\u9019\u5834\u6f14\u8b1b\u5c07\u8b1b\u89e3\u5982\u4f55\u70ba\u5b83\u642d\u597d harness \u6846\u67b6\uff0c\u7279\u5225\u662f\u5982\u4f55\u5728 Agent \u904b\u4f5c\u7684\u4e0d\u540c\u6642\u6a5f\u9ede\uff0c\u642d\u5efa\u6aa2\u67e5\u8207\u4fee\u6b63\u7684\u56de\u994b(feedback loop)\uff0c\u8b93 Agent \u4e0d\u518d\u300c\u81ea\u6211\u611f\u89ba\u826f\u597d\u300d\u5c31\u4ea4\u5dee\uff0c\u800c\u662f\u5c0d\u8457\u660e\u78ba\u7684\u76ee\u6a19\u6301\u7e8c\u8fed\u4ee3\u3001\u9a57\u8b49\u5230\u901a\u904e\u70ba\u6b62\u3002\u6f14\u8b1b\u5167\u5bb9\u5c07\u6703\u642d\u914d\u6848\u4f8b\u8207\u4e0d\u540c\u4e3b\u6d41\u5de5\u5177\u7684\u4f5c\u6cd5\u5c0d\u6bd4\uff0c\u805a\u7126\u5728\u6211\u5011\u958b\u767c Agent \u7522\u54c1\u6642\uff0c\u4e5f\u80fd\u5920\u53c3\u8003\u5be6\u4f5c\u7684\u5de5\u7a0b\u8a2d\u8a08\u3002<\/p>\n\n\n\n

\u7d66 Agent \u958b\u767c\u8005\u7684\u99d5\u99ad\u5de5\u7a0b \u7cfb\u5217\u6587\u7ae0<\/h3>\n\n\n\n

\u9019\u5834\u6f14\u8b1b\u642d\u914d\u6709 9 \u7bc7\u7684 blog \u7cfb\u5217\u300a\u7d66 Agent \u958b\u767c\u8005\u7684\u99d5\u99ad\u5de5\u7a0b\u300b\u5728 \ud83d\udc49 blog.aihao.tw<\/a><\/p>\n\n\n\n

    \n
  1. \u57fa\u790e: Deep Agent \u7684\u516d\u9805\u5167\u5efa\u80fd\u529b<\/a><\/li>\n\n\n\n
  2. \u6838\u5fc3: Agent \u8981\u7684\u662f\u56de\u994b\u8ff4\u8def,\u4e0d\u662f\u5b8c\u7f8e\u63d0\u793a<\/a><\/li>\n\n\n\n
  3. \u56de\u994b\u6642\u6a5f\u4e00: \u5de5\u5177\u56de\u50b3\u503c, \u662f\u5beb\u7d66 agent \u7684\u56de\u994b<\/a><\/li>\n\n\n\n
  4. \u56de\u994b\u6642\u6a5f\u4e8c: \u5169\u6b21 model request \u4e4b\u9593,\u628a\u8a0a\u606f\u6ce8\u5165\u57f7\u884c\u4e2d\u7684 agent<\/a><\/li>\n\n\n\n
  5. \u56de\u994b\u6642\u6a5f\u4e09: \u55ae\u8f2a\u7d50\u675f\u7684\u9a57\u6536, Goal \u8207 Outcomes<\/a><\/li>\n\n\n\n
  6. \u56de\u994b\u6642\u6a5f\u56db: \u5916\u5c64 Loop, Ralph\u3001Symphony \u8207 Cron<\/a><\/li>\n\n\n\n
  7. \u9032\u968e: \u81ea\u6211\u6539\u9032 Harness, Meta-Harness \u8207\u722c\u5761<\/a><\/li>\n\n\n\n
  8. \u6536\u5c3e: \u6703\u904e\u671f\u7684 Harness, Model-Harness-Fit \u8207 Bitter Lesson<\/a><\/li>\n\n\n\n
  9. \u81ea\u5efa Agent \u7684\u6846\u67b6\u9078\u578b: \u5168\u5957 Deep Agent \u9084\u662f\u5f9e\u57fa\u790e\u69cb\u5efa?<\/a><\/li>\n<\/ol>\n\n\n\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

    \u6b61\u8fce\u8a02\u95b1 \ud83d\udcec \u611b\u597d AI Engineer \u96fb\u5b50\u5831 \u904e\u5f80\u671f\u6578\u9ede\u9019 \ud83d\udcda \u9019\u662f 20 … <\/p>\n

    \u95b1\u8b80\u5168\u6587\u3008\u7d66 Agent \u958b\u767c\u8005\u7684 Harness Engineering \u99d5\u99ad\u5de5\u7a0b\u7cfb\u5217 \ud83d\ude80 \u611b\u597d AI Engineer \u96fb\u5b50\u5831\u00a0\u00a0#39\u3009<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[91,80],"tags":[],"class_list":["post-13721","post","type-post","status-publish","format-standard","hentry","category-aie","category-llm","entry"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1q6tG-3zj","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/13721","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/comments?post=13721"}],"version-history":[{"count":17,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/13721\/revisions"}],"predecessor-version":[{"id":13756,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/13721\/revisions\/13756"}],"wp:attachment":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/media?parent=13721"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/categories?post=13721"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/tags?post=13721"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}