{"id":460,"date":"2026-10-10T06:49:37","date_gmt":"2026-10-10T06:49:37","guid":{"rendered":"https:\/\/dev.stariy.com\/?page_id=460"},"modified":"2026-10-10T06:49:38","modified_gmt":"2026-10-10T06:49:38","slug":"start-here","status":"publish","type":"page","link":"https:\/\/stariy.com\/uk\/start-here\/","title":{"rendered":"\u041f\u043e\u0447\u043d\u0456\u0442\u044c \u0442\u0443\u0442"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u041f\u043e\u0447\u043d\u0456\u0442\u044c \u0456\u0437 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438, \u044f\u043a\u0443 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0440\u043e\u0437\u0432\u2019\u044f\u0437\u0430\u0442\u0438.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0439\u0442\u0435\u0441\u044f \u0446\u0456\u0454\u044e \u043d\u0430\u0432\u0456\u0433\u0430\u0446\u0456\u0454\u044e, \u0449\u043e\u0431 \u0437\u043d\u0430\u0439\u0442\u0438 \u043d\u0430\u0439\u043a\u043e\u0440\u043e\u0442\u0448\u0438\u0439 \u043a\u043e\u0440\u0438\u0441\u043d\u0438\u0439 \u0448\u043b\u044f\u0445 \u0447\u0435\u0440\u0435\u0437 AI-\u0441\u0438\u0441\u0442\u0435\u043c\u0438, workflows, \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f, \u0431\u0435\u0437\u043f\u0435\u043a\u0443 \u0442\u0430 \u0456\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0437\u043d\u0430\u043d\u044c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0423 \u043c\u0435\u043d\u0435 \u0454 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u0435 \u0434\u0435\u043c\u043e, \u0430\u043b\u0435 \u043d\u0430 \u043d\u044c\u043e\u0433\u043e \u0449\u0435 \u043d\u0435 \u043c\u043e\u0436\u043d\u0430 \u043f\u043e\u043a\u043b\u0430\u0441\u0442\u0438\u0441\u044f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u0447\u043d\u0456\u0442\u044c \u0456\u0437 \u043c\u0430\u0442\u0435\u0440\u0456\u0430\u043b\u0443 <a href=\"https:\/\/stariy.com\/uk\/ai-systems\/from-ai-demo-to-reliable-workflow\/\">\u00ab\u0412\u0456\u0434 AI-\u0434\u0435\u043c\u043e \u0434\u043e \u043d\u0430\u0434\u0456\u0439\u043d\u043e\u0433\u043e workflow\u00bb<\/a>. \u0412\u0456\u043d \u043f\u0440\u043e\u043f\u043e\u043d\u0443\u0454 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u0443 \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u0456\u0441\u0442\u044c: \u0432\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438 \u0437\u0430\u0432\u0434\u0430\u043d\u043d\u044f, \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 baseline, \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043d\u0430\u0431\u0456\u0440 \u0434\u043b\u044f \u043e\u0446\u0456\u043d\u044e\u0432\u0430\u043d\u043d\u044f, \u0432\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438, \u0445\u0442\u043e \u043f\u043e\u0433\u043e\u0434\u0436\u0443\u0454 \u0434\u0456\u0457, \u0432\u0456\u0434\u0441\u0442\u0435\u0436\u0443\u0432\u0430\u0442\u0438 \u0437\u0431\u043e\u0457 \u0442\u0430 \u0441\u043f\u043b\u0430\u043d\u0443\u0432\u0430\u0442\u0438 rollback.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041c\u0435\u043d\u0456 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0437\u043d\u0430\u043d\u044c, \u044f\u043a\u0456\u0439 \u043c\u043e\u0436\u043d\u0430 \u0434\u043e\u0432\u0456\u0440\u044f\u0442\u0438 \u0439 \u043d\u0430\u0434\u0430\u043b\u0456<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0427\u0438\u0442\u0430\u0439\u0442\u0435 <a href=\"https:\/\/stariy.com\/uk\/workflows\/personal-ai-knowledge-system-provenance\/\">\u00ab\u042f\u043a \u043f\u043e\u0431\u0443\u0434\u0443\u0432\u0430\u0442\u0438 AI Knowledge System \u0456\u0437 provenance\u00bb<\/a>. \u041c\u0430\u0442\u0435\u0440\u0456\u0430\u043b \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u0442\u0438 \u0437\u0432\u2019\u044f\u0437\u043e\u043a \u0442\u0432\u0435\u0440\u0434\u0436\u0435\u043d\u044c \u0456\u0437 \u0434\u0436\u0435\u0440\u0435\u043b\u0430\u043c\u0438, \u0434\u0430\u0442\u0430\u043c\u0438, \u0440\u0456\u0432\u043d\u0435\u043c \u0443\u043f\u0435\u0432\u043d\u0435\u043d\u043e\u0441\u0442\u0456, \u0443\u043c\u043e\u0432\u0430\u043c\u0438 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u043e\u0441\u0442\u0456, \u0441\u0443\u043f\u0435\u0440\u0435\u0447\u043d\u043e\u0441\u0442\u044f\u043c\u0438 \u0439 \u0432\u0438\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044f\u043c\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041c\u0435\u043d\u0456 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e, \u0449\u043e\u0431 \u0430\u0433\u0435\u043d\u0442 \u0434\u0456\u044f\u0432, \u0430\u043b\u0435 \u043d\u0435 \u043c\u0430\u0432 \u043d\u0435\u043e\u0431\u043c\u0435\u0436\u0435\u043d\u0438\u0445 \u043f\u043e\u0432\u043d\u043e\u0432\u0430\u0436\u0435\u043d\u044c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0439\u0442\u0435\u0441\u044f \u043c\u0430\u0442\u0435\u0440\u0456\u0430\u043b\u043e\u043c <a href=\"https:\/\/stariy.com\/uk\/ai-systems\/ai-agent-safety-permissions-rollback\/\">\u00ab\u0411\u0435\u0437\u043f\u0435\u043a\u0430 AI-\u0430\u0433\u0435\u043d\u0442\u0456\u0432: \u0434\u043e\u0437\u0432\u043e\u043b\u0438 \u0442\u0430 rollback\u00bb<\/a>. \u041f\u043e\u0447\u043d\u0456\u0442\u044c \u0456\u0437 \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u043b\u0438\u0448\u0435 \u0434\u043b\u044f \u0447\u0438\u0442\u0430\u043d\u043d\u044f, \u0432\u0456\u0434\u043e\u043a\u0440\u0435\u043c\u043b\u044e\u0439\u0442\u0435 \u0434\u043e\u0432\u0456\u0440\u0435\u043d\u0456 \u0456\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0456\u0457 \u0432\u0456\u0434 \u043d\u0435\u0434\u043e\u0432\u0456\u0440\u0435\u043d\u043e\u0433\u043e \u0432\u043c\u0456\u0441\u0442\u0443 \u0439 \u0440\u043e\u0437\u0448\u0438\u0440\u044e\u0439\u0442\u0435 \u0434\u043e\u0437\u0432\u043e\u043b\u0438 \u043b\u0438\u0448\u0435 \u043f\u0456\u0441\u043b\u044f \u043f\u0435\u0440\u0435\u0432\u0456\u0440\u043a\u0438 \u0437\u0430\u0441\u043e\u0431\u0456\u0432 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044e \u0442\u0430 \u0432\u0456\u0434\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u042f \u043e\u0431\u0438\u0440\u0430\u044e \u043c\u0456\u0436 RAG, long context \u0456 search<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u0456\u0434\u043a\u0440\u0438\u0439\u0442\u0435 <a href=\"https:\/\/stariy.com\/uk\/reviews-research\/rag-vs-long-context-vs-search\/\">\u00abRAG, long context \u0447\u0438 search: \u044f\u043a \u043e\u0431\u0440\u0430\u0442\u0438\u00bb<\/a>. \u041f\u043e\u0441\u0456\u0431\u043d\u0438\u043a \u043f\u043e\u0447\u0438\u043d\u0430\u0454\u0442\u044c\u0441\u044f \u0437 \u043d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u043e\u0457 \u0436\u0438\u0442\u0442\u0454\u0437\u0434\u0430\u0442\u043d\u043e\u0457 \u0430\u0440\u0445\u0456\u0442\u0435\u043a\u0442\u0443\u0440\u0438 \u0439 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u043a\u043e\u043b\u0438 \u0432\u0438\u043f\u0440\u0430\u0432\u0434\u0430\u043d\u0438\u0439 \u0433\u0456\u0431\u0440\u0438\u0434.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u042f \u0445\u043e\u0447\u0443 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443, \u0449\u043e \u043e\u0431\u2019\u0454\u0434\u043d\u0443\u0454 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0438<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u044c\u0442\u0435 \u0440\u043e\u0437\u0434\u0456\u043b\u0438 <a href=\"https:\/\/stariy.com\/uk\/ai-systems\/\">\u00abAI-\u0441\u0438\u0441\u0442\u0435\u043c\u0438\u00bb<\/a>, <a href=\"https:\/\/stariy.com\/uk\/workflows\/\">\u00abWorkflows\u00bb<\/a>, <a href=\"https:\/\/stariy.com\/uk\/reviews-research\/\">\u00ab\u041e\u0433\u043b\u044f\u0434\u0438 \u0439 \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f\u00bb<\/a> \u0442\u0430 <a href=\"https:\/\/stariy.com\/uk\/technology-foundations\/\">\u00ab\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0456 \u043e\u0441\u043d\u043e\u0432\u0438\u00bb<\/a>. \u041f\u0440\u043e\u0437\u043e\u0440\u0456 \u0437\u0430\u043f\u0438\u0441\u0438 \u043f\u0440\u043e \u0440\u0435\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044e \u0448\u0443\u043a\u0430\u0439\u0442\u0435 \u0432 \u0440\u043e\u0437\u0434\u0456\u043b\u0456 <a href=\"https:\/\/stariy.com\/uk\/build-logs\/\">\u00ab\u0416\u0443\u0440\u043d\u0430\u043b\u0438 \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0438\u00bb<\/a>.<\/p>\n\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/stariy.com\/uk\/editorial-policy\/\"><strong>\u042f\u043a \u043c\u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0443\u0454\u043c\u043e \u0440\u043e\u0431\u043e\u0442\u0443 \u2192<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u043e\u0447\u043d\u0456\u0442\u044c \u0456\u0437 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438, \u044f\u043a\u0443 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0440\u043e\u0437\u0432\u2019\u044f\u0437\u0430\u0442\u0438. \u0421\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0439\u0442\u0435\u0441\u044f \u0446\u0456\u0454\u044e \u043d\u0430\u0432\u0456\u0433\u0430\u0446\u0456\u0454\u044e, \u0449\u043e\u0431 \u0437\u043d\u0430\u0439\u0442\u0438 \u043d\u0430\u0439\u043a\u043e\u0440\u043e\u0442\u0448\u0438\u0439 \u043a\u043e\u0440\u0438\u0441\u043d\u0438\u0439 \u0448\u043b\u044f\u0445 \u0447\u0435\u0440\u0435\u0437 AI-\u0441\u0438\u0441\u0442\u0435\u043c\u0438, workflows, \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f, \u0431\u0435\u0437\u043f\u0435\u043a\u0443 \u0442\u0430 \u0456\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0437\u043d\u0430\u043d\u044c. \u0423 \u043c\u0435\u043d\u0435 \u0454 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u0435<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-460","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u041f\u043e\u0447\u043d\u0456\u0442\u044c \u0442\u0443\u0442: \u043d\u0430\u0434\u0456\u0439\u043d\u0456 AI-workflows<\/title>\n<meta name=\"description\" content=\"\u041e\u0431\u0435\u0440\u0456\u0442\u044c \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u0438\u0439 \u0448\u043b\u044f\u0445 \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f AI-workflows, \u043a\u0435\u0440\u0443\u0432\u0430\u043d\u043d\u044f \u0440\u0438\u0437\u0438\u043a\u0430\u043c\u0438 \u0430\u0433\u0435\u043d\u0442\u0456\u0432, \u0437\u0431\u0435\u0440\u0435\u0436\u0435\u043d\u043d\u044f provenance \u0430\u0431\u043e \u0432\u0438\u0431\u043e\u0440\u0443 \u0430\u0440\u0445\u0456\u0442\u0435\u043a\u0442\u0443\u0440\u0438 \u0440\u043e\u0431\u043e\u0442\u0438 \u0437\u0456 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/stariy.com\/uk\/start-here\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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