{"id":9239,"date":"2026-03-24T22:12:53","date_gmt":"2026-03-24T19:12:53","guid":{"rendered":"https:\/\/x0ct.com\/ai\/?p=9239"},"modified":"2026-03-24T22:12:53","modified_gmt":"2026-03-24T19:12:53","slug":"anthropic-vypustili-statyu-o-tom-kak-ih-razrab-sozdal-sebe-harness-dlya-vypolneniya-dlitelnyh-zadach-p","status":"publish","type":"post","link":"https:\/\/x0ct.com\/ai\/?p=9239","title":{"rendered":"Anthropic \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u0441\u0442\u0430\u0442\u044c\u044e \u043e \u0442\u043e\u043c \u043a\u0430\u043a \u0438\u0445 \u0440\u0430\u0437\u0440\u0430\u0431 \u0441\u043e\u0437\u0434\u0430\u043b \u0441\u0435\u0431\u0435 harness \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u043f"},"content":{"rendered":"<p><b>Anthropic \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u0441\u0442\u0430\u0442\u044c\u044e \u043e \u0442\u043e\u043c \u043a\u0430\u043a \u0438\u0445 \u0440\u0430\u0437\u0440\u0430\u0431 \u0441\u043e\u0437\u0434\u0430\u043b \u0441\u0435\u0431\u0435 harness \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u043f\u043e \u043a\u043e\u0434\u0438\u043d\u0433\u0443.<br \/>\n<\/b><br \/>\n<a href=\"https:\/\/www.anthropic.com\/engineering\/harness-design-long-running-apps\" target=\"_blank\" rel=\"noopener\">Harness design for long-running application development<\/a><\/p>\n<p>\u0414\u0443\u043c\u0430\u044e, \u0442\u0435 \u043a\u0442\u043e \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u043d\u0430 \u0442\u0430\u043a\u043e\u043c \u0436\u0435 \u0443\u0440\u043e\u0432\u043d\u0435 \u0432\u043b\u0430\u0434\u0435\u043d\u0438\u044f ai coding \u043a\u0430\u043a \u044f, \u0443\u0436\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0438\u0441\u044c \u0441 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438, \u043e\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u043c\u0438 \u0432 \u0441\u0442\u0430\u0442\u044c\u0435.<\/p>\n<p>\u0410\u0432\u0442\u043e\u0440 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043e\u043d \u043f\u0440\u0438\u0448\u0451\u043b \u043a \u0442\u0430\u043a\u043e\u043c\u0443 \u0441\u0435\u0442\u0430\u043f\u0443 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0437\u0430\u0434\u0430\u0447: planner (\u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u0441\u043f\u0435\u043a\u0438 \u043f\u043e \u0437\u0430\u0434\u0430\u0447\u0435 \u0438\u0437 \u043f\u0440\u043e\u043c\u043f\u0442\u0430 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f), generator (\u043f\u0438\u0448\u0435\u0442 \u043a\u043e\u0434) \u0438 evaluator (\u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0435 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u0433\u043e \u0448\u0430\u0433\u0430).<\/p>\n<p>\u0412\u043e\u0442 \u0447\u0442\u043e \u043c\u043d\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u043e\u0441\u044c \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u043c:<br \/>\n<i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/E297BE.png')\"><b>\u25fe\ufe0f<\/b><\/i> <\/p>\n<blockquote><p>Out of the box, Claude is a poor QA agent. In early runs, I watched it identify legitimate issues, then talk itself into deciding they weren&#8217;t a big deal and approve the work anyway. It also tended to test superficially, rather than probing edge cases, so more subtle bugs often slipped through<\/p>\n<\/blockquote>\n<p>\u0410\u0432\u0442\u043e\u0440 \u0441\u0442\u0430\u0442\u044c\u0438 \u043f\u0440\u0438\u0437\u043d\u0430\u0435\u0442, \u0447\u0442\u043e Claude \u0438\u0437 \u043a\u043e\u0440\u043e\u0431\u043a\u0438 \u0441\u043a\u043b\u043e\u043d\u0435\u043d \u0441\u0433\u043b\u0430\u0436\u0438\u0432\u0430\u0442\u044c \u0443\u0433\u043b\u044b, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0434\u0430\u0436\u0435 evaluator (\u0443 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0441\u0432\u043e\u0439 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442!) \u043f\u0440\u043e\u043f\u0443\u0441\u043a\u0430\u043b \u043c\u043d\u043e\u0433\u0438\u0435 \u0431\u0430\u0433\u0438.<\/p>\n<p>\u041a\u0442\u043e \u0431\u044b \u043c\u043e\u0433 \u043f\u043e\u0434\u0443\u043c\u0430\u0442\u044c! \u0410 \u043c\u043e\u0433 \u0431\u044b \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u0435\u0440\u0435\u0441\u0435\u0441\u0442\u044c \u043d\u0430 codex \u0441 GPT 5.4 ))<\/p>\n<p><i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/E297BE.png')\"><b>\u25fe\ufe0f<\/b><\/i> \u0410\u0432\u0442\u043e\u0440 \u0433\u043e\u0432\u043e\u0440\u0438\u0442, \u0447\u0442\u043e \u0432 \u043d\u0430\u0447\u0430\u043b\u0435 \u0435\u043c\u0443 \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u043b\u043e\u0441\u044c \u0441\u0438\u043b\u044c\u043d\u043e \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0438 (\u0441 \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u0435\u043c 4.5), \u0430 \u0441 \u0432\u044b\u0445\u043e\u0434\u043e\u043c Opus 4.6 \u043d\u0430\u0434\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0432 \u044d\u0442\u043e\u043c \u043e\u0442\u043f\u0430\u043b\u0430.<br \/>\n\u0422\u0443\u0442 \u0441\u043e\u0433\u043b\u0430\u0448\u0443\u0441\u044c &#8212; \u0434\u0430\u0436\u0435 \u0441 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u0435\u043c GPT 5.2-5.3 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u0432 \u0441\u0438\u043b\u044c\u043d\u043e\u0439 \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u0437\u0430\u0434\u0430\u0447 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0442\u043f\u0430\u043b\u0430<\/p>\n<p><i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/E297BE.png')\"><b>\u25fe\ufe0f<\/b><\/i> \u041d\u0443 \u0438 \u043a\u043e\u043d\u0435\u0447\u043d\u043e \u0436\u0435 \u0441\u0430\u043c \u0444\u0430\u043a\u0442 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0440\u0435\u0431\u044f\u0442\u0430 \u043f\u0440\u0438\u0448\u043b\u0438 \u043a \u0442\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u0441 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u044f \u0440\u0430\u0431\u043e\u0442\u0430\u044e \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0441 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f <i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/F09F9982.png')\"><b>\ud83d\ude42<\/b><\/i> \u0412 \u0434\u0435\u043a\u0430\u0431\u0440\u0435 <a href=\"https:\/\/t.me\/the_ai_architect\/185\" target=\"_blank\" rel=\"noopener\">\u0432\u0438\u0434\u043e\u0441<\/a> \u043e\u0431 \u044d\u0442\u043e\u043c \u0437\u0430\u043f\u0438\u0441\u044b\u0432\u0430\u043b.<br \/>\n\u0421\u0435\u0439\u0447\u0430\u0441 \u044f \u0443\u0436\u0435 \u043d\u0430 \u0432\u0442\u043e\u0440\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u044d\u0442\u043e\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u2014 \u0441\u043e\u0431\u0440\u0430\u043b \u0432 skill \u0434\u043b\u044f codex, \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0448\u0438\u043a\u0430\u0440\u043d\u044b\u0439, \u043a\u0430\u0436\u0434\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0441\u044f \u0440\u043e\u0432\u043d\u043e \u0442\u0430\u043a, \u043a\u0430\u043a \u0431\u044b\u043b\u043e \u0437\u0430\u0434\u0443\u043c\u0430\u043d\u043e!<\/p>\n<p><a href=\"?q=%23aicoding\">#aicoding@the_ai_architect<\/a><\/p>\n<p>\u041b\u0430\u0439\u043a, \u0440\u0435\u043f\u043e\u0441\u0442,<br \/>\n<i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/E29C94.png')\"><b>\u2714\ufe0f<\/b><\/i> <a href=\"https:\/\/t.me\/+L-4Q25ut2NNkYjYy\" target=\"_blank\" rel=\"noopener\"><b>\u0422\u0438\u043c\u0443\u0440 \u0425\u0430\u0445\u0430\u043b\u0435\u0432 \u043f\u0440\u043e AI Coding, \u043f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c!<\/b><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u0441\u0442\u0430\u0442\u044c\u044e \u043e \u0442\u043e\u043c \u043a\u0430\u043a \u0438\u0445 \u0440\u0430\u0437\u0440\u0430\u0431 \u0441\u043e\u0437\u0434\u0430\u043b \u0441\u0435\u0431\u0435 harness \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u043f\u043e \u043a\u043e\u0434\u0438\u043d\u0433\u0443. Harness design for long-running application development \u0414\u0443\u043c\u0430\u044e, \u0442\u0435 \u043a\u0442\u043e \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u043d\u0430 \u0442\u0430\u043a\u043e\u043c \u0436\u0435 \u0443\u0440\u043e\u0432\u043d\u0435 \u0432\u043b\u0430\u0434\u0435\u043d\u0438\u044f ai coding \u043a\u0430\u043a \u044f, \u0443\u0436\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0438\u0441\u044c \u0441 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430\u043c\u0438, \u043e\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u043c\u0438 \u0432 \u0441\u0442\u0430\u0442\u044c\u0435. \u0410\u0432\u0442\u043e\u0440 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043e\u043d \u043f\u0440\u0438\u0448\u0451\u043b \u043a \u0442\u0430\u043a\u043e\u043c\u0443 \u0441\u0435\u0442\u0430\u043f\u0443 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u0445 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-9239","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts\/9239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9239"}],"version-history":[{"count":0,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts\/9239\/revisions"}],"wp:attachment":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}