{"id":2348,"date":"2026-09-18T08:00:23","date_gmt":"2026-09-18T08:00:23","guid":{"rendered":"https:\/\/www.dobryakov.com\/blog\/2348\/"},"modified":"2026-09-18T08:00:23","modified_gmt":"2026-09-18T08:00:23","slug":"ai-governance-agentic-governance","status":"publish","type":"post","link":"https:\/\/www.dobryakov.com\/blog\/2348\/","title":{"rendered":"Agentic AI Governance: \u043a\u0430\u043a \u0434\u0430\u0442\u044c \u0430\u0433\u0435\u043d\u0442\u0443 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044e \u0438 \u043d\u0435 \u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u044e \u0432 \u0431\u0430\u043d\u043a\u043e\u0432\u0441\u043a\u0438\u0439 \u043f\u0435\u0440\u0435\u0432\u043e\u0434"},"content":{"rendered":"<p>\u041f\u043e\u043a\u0430 \u043c\u043e\u0434\u0435\u043b\u044c \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u0442\u0435\u043a\u0441\u0442, \u0445\u0443\u0434\u0448\u0435\u0435, \u0447\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0441\u043b\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u2014 \u043d\u0435\u0432\u0435\u0440\u043d\u044b\u0439 \u043e\u0442\u0432\u0435\u0442. \u041a\u0430\u043a \u0442\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0434\u0435\u043b\u044c \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c, \u0435\u0451 \u0432\u043b\u0430\u0441\u0442\u044c \u0438 \u0432\u0438\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u0441\u0442\u0430\u043d\u043e\u0432\u044f\u0442\u0441\u044f \u043f\u043e\u0432\u0435\u0440\u0445\u043d\u043e\u0441\u0442\u044c\u044e \u0430\u0442\u0430\u043a\u0438. \u0418\u043d\u044a\u0435\u043a\u0446\u0438\u044f \u0438\u0437 \u043f\u0438\u0441\u044c\u043c\u0430 \u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u043d\u0435 \u0432 \u043f\u043b\u043e\u0445\u043e\u0439 \u043e\u0442\u0432\u0435\u0442, \u0430 \u0432 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0432\u043e\u0434 \u0434\u0435\u043d\u0435\u0433.<\/p>\n<p><!--more--><\/p>\n<p>\u041f\u043e \u043e\u0442\u0447\u0451\u0442\u0443 Saviynt 2026 \u043b\u0438\u0448\u044c 5% security-\u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u0443\u0432\u0435\u0440\u0435\u043d\u044b, \u0447\u0442\u043e \u0441\u043c\u043e\u0433\u043b\u0438 \u0431\u044b \u0441\u0434\u0435\u0440\u0436\u0430\u0442\u044c \u0441\u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u0430. \u0418\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u044f \u043a \u0430\u0433\u0435\u043d\u0442\u043d\u044b\u043c \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c \u043d\u0435 \u0433\u043e\u0442\u043e\u0432\u0430, \u0430 \u043e\u043d\u0438 \u0443\u0436\u0435 \u0445\u043e\u0434\u044f\u0442 \u0432 \u0432\u0430\u0448\u0438 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 API, \u0441\u043e\u0437\u0434\u0430\u044e\u0442 \u0442\u0438\u043a\u0435\u0442\u044b \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u044e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442\u044b \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u043a\u043b\u0438\u0435\u043d\u0442\u0430\u043c.<\/p>\n<p>\u042d\u0442\u0430 \u0433\u043b\u0430\u0432\u0430 \u2014 \u043f\u0440\u043e autonomy plane: \u043a\u0430\u043a \u0434\u0430\u0442\u044c \u0430\u0433\u0435\u043d\u0442\u0443 \u0434\u0435\u043b\u0430\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u0441\u0430\u043c\u043e\u043c\u0443, \u043d\u043e \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u044a\u0451\u043c \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u0438 \u0431\u044b\u043b \u044f\u0432\u043d\u043e \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d, \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0441\u043e\u0433\u043b\u0430\u0441\u043e\u0432\u0430\u043d\u044b, \u0430 \u043e\u043f\u0430\u0441\u043d\u043e\u0435 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u043f\u0435\u0440\u0435\u0445\u0432\u0430\u0447\u0435\u043d\u043e \u0434\u043e \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u0439.<\/p>\n<h2>\u0411\u0438\u0437\u043d\u0435\u0441-\u0446\u0435\u043b\u044c: \u0433\u0440\u0430\u0434\u0443\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f<\/h2>\n<p>\u0410\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u0430 \u0433\u0440\u0430\u0434\u0443\u0438\u0440\u043e\u0432\u0430\u043d\u0430 \u043f\u043e \u0440\u0438\u0441\u043a\u0443 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f. \u041e\u0431\u0435\u0449\u0430\u043d\u0438\u044f \u0431\u0438\u0437\u043d\u0435\u0441\u0443:<\/p>\n<ol>\n<li>\u0410\u0433\u0435\u043d\u0442 \u0434\u0435\u043b\u0430\u0435\u0442 \u0441\u0430\u043c \u0442\u043e, \u0447\u0442\u043e \u0434\u0451\u0448\u0435\u0432\u043e \u043e\u0442\u043a\u0430\u0442\u0438\u0442\u044c; \u0432\u0441\u0451 \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u0435 \u0438 \u0434\u043e\u0440\u043e\u0433\u043e\u0435 \u2014 \u0447\u0435\u0440\u0435\u0437 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430.<\/li>\n<li>\u0418\u043d\u044a\u0435\u043a\u0446\u0438\u044f \u0438\u043b\u0438 \u0433\u0430\u043b\u043b\u044e\u0446\u0438\u043d\u0430\u0446\u0438\u044f \u043d\u0435 \u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u0432 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u043d\u043e\u0435 \u0432\u0440\u0435\u0434\u043d\u043e\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435.<\/li>\n<li>\u041b\u044e\u0431\u0443\u044e \u0430\u0433\u0435\u043d\u0442\u043d\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u043c\u043e\u0436\u043d\u043e \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c, \u0430 \u0435\u0451 \u043d\u0435\u0437\u0430\u0432\u0435\u0440\u0448\u0451\u043d\u043d\u044b\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u2014 \u0437\u0430\u043c\u043e\u0440\u043e\u0437\u0438\u0442\u044c.<\/li>\n<\/ol>\n<h2>\u0414\u0440\u0430\u0439\u0432\u0435\u0440\u044b: \u0443\u0433\u0440\u043e\u0437\u0430 \u0438 \u0440\u0435\u0433\u0443\u043b\u044f\u0442\u043e\u0440<\/h2>\n<p>OWASP \u0430\u043d\u043e\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043b\u0430 Top 10 for Agentic Applications \u043d\u0430 Black Hat Europe 2025: excessive agency, tool misuse, memory poisoning, \u0437\u0430\u0445\u0432\u0430\u0442 \u0447\u0435\u0440\u0435\u0437 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u044e. OWASP LLM \u0441\u0442\u0430\u0432\u0438\u0442 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u0436\u0451\u0441\u0442\u0447\u0435: LLM06 (Excessive Agency) \u0438 LLM01 (Prompt Injection \u043a\u0430\u043a \u0432\u0435\u043a\u0442\u043e\u0440 \u0437\u0430\u0445\u0432\u0430\u0442\u0430). EU AI Act \u0432 Art. 14 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 human oversight \u0434\u043b\u044f high-risk \u0441\u0438\u0441\u0442\u0435\u043c \u2014 \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0434\u043e\u043b\u0436\u0435\u043d \u043c\u043e\u0447\u044c \u0432\u043c\u0435\u0448\u0430\u0442\u044c\u0441\u044f. \u0410 \u0432 \u0440\u043e\u0435\u0432\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 \u043e\u0434\u043d\u0430 \u043e\u0448\u0438\u0431\u043a\u0430 \u0443\u0441\u0438\u043b\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0434\u043e \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u0439 \u0447\u0435\u0440\u0435\u0437 \u043a\u0430\u0441\u043a\u0430\u0434 \u0430\u0433\u0435\u043d\u0442\u043e\u0432.<\/p>\n<h2>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u043f\u0430\u0442\u0442\u0435\u0440\u043d: Bounded Autonomy &amp; Policy-Gated Action Loop<\/h2>\n<p>\u041a\u0430\u0436\u0434\u043e\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u0430\u0433\u0435\u043d\u0442\u0430 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442 \u0447\u0435\u0440\u0435\u0437 \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 policy-\u0433\u0435\u0439\u0442. \u0413\u0435\u0439\u0442 \u0440\u0435\u0448\u0430\u0435\u0442: \u0430\u0432\u0442\u043e-\u0438\u0441\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435, \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u044f \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u0438\u043b\u0438 \u043e\u0442\u043a\u0430\u0437. \u0410\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u2014 \u043d\u0435 \u0442\u0443\u043c\u0431\u043b\u0435\u0440 \u00ab\u0432\u043a\u043b-\u0432\u044b\u043a\u043b\u00bb, \u0430 \u0433\u0440\u0430\u0434\u0430\u0446\u0438\u044f \u043f\u043e \u043a\u043b\u0430\u0441\u0441\u0443 \u0440\u0438\u0441\u043a\u0430 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f.<\/p>\n<p>\u042d\u0442\u043e \u043f\u0440\u044f\u043c\u043e\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0432\u044b\u0432\u043e\u0434\u0430 \u0438\u0437 \u0433\u043b. 3 (out-of-band policy, CaMeL): \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0440\u0435\u0448\u0430\u0435\u0442\u0441\u044f <strong>\u0432\u043d\u0435 \u043c\u043e\u0434\u0435\u043b\u0438<\/strong> \u2014 \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u043e\u0439 \u043d\u0430\u0434 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u0435\u043c \u0438 \u043a\u043b\u0430\u0441\u0441\u043e\u043c \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043d\u0435\u043b\u044c\u0437\u044f \u0443\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0435\u0439.<\/p>\n<pre><code>agent plan \u2192 \u0432\u044b\u0431\u043e\u0440 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\n      \u2502\n      \u25bc\n[classify action risk] \u2192 read | reversible-write | irreversible | financial\n      \u2502\n      \u25bc\n[OPA policy gate] \u2500\u2500 auto \u2500\u2500\u25ba execute (least-priv, short-lived creds)\n      \u251c\u2500\u2500 HITL \u2500\u2500\u25ba approval queue \u2500\u2500\u25ba (\u0447\u0435\u043b\u043e\u0432\u0435\u043a) \u2500\u2500\u25ba execute | reject\n      \u2514\u2500\u2500 deny \u2500\u2500\u25ba block + audit (\u0433\u043b. 4)\n      \u25b2\n[kill-switch flag] \u2500\u2500 \u043f\u0440\u0435\u0440\u044b\u0432\u0430\u0435\u0442 \u0446\u0438\u043a\u043b \u043d\u0435\u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e (\u0433\u043b. 8)<\/code><\/pre>\n<h2>\u0418\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0439 \u0441\u0442\u0435\u043a<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0421\u043b\u043e\u0439<\/th>\n<th>\u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442<\/th>\n<th>\u041d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u041e\u0440\u043a\u0435\u0441\u0442\u0440\u0430\u0446\u0438\u044f<\/td>\n<td>LangGraph, CrewAI \u0438\u043b\u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 state-machine-\u0440\u0430\u043d\u043d\u0435\u0440<\/td>\n<td>\u042f\u0432\u043d\u044b\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f \u2014 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b<\/td>\n<\/tr>\n<tr>\n<td>Tool-\u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b<\/td>\n<td>MCP (Model Context Protocol)<\/td>\n<td>Governance \u043d\u0430\u0434 \u0441\u0435\u0440\u0432\u0435\u0440\u0430\u043c\u0438 \u0438 \u0441\u043a\u043e\u0443\u043f\u0430\u043c\u0438<\/td>\n<\/tr>\n<tr>\n<td>Policy<\/td>\n<td>OPA (Rego)<\/td>\n<td>\u0413\u0435\u0439\u0442 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439<\/td>\n<\/tr>\n<tr>\n<td>Kill-switch<\/td>\n<td>Feature-flags<\/td>\n<td>\u041d\u0435\u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0430\u044f \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 \u0446\u0438\u043a\u043b\u0430<\/td>\n<\/tr>\n<tr>\n<td>HITL<\/td>\n<td>Approval queue + \u0430\u0443\u0434\u0438\u0442<\/td>\n<td>\u041f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435 \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f: \u0448\u0435\u0441\u0442\u044c \u0448\u0430\u0433\u043e\u0432<\/h2>\n<h3>\u0428\u0430\u0433 1. \u041a\u0430\u0442\u0430\u043b\u043e\u0433 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u0441 \u043a\u043b\u0430\u0441\u0441\u0430\u043c\u0438 \u0440\u0438\u0441\u043a\u0430<\/h3>\n<p>\u041a\u0430\u0436\u0434\u043e\u0435 tool-\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u043a\u043b\u0430\u0441\u0441 \u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u043c\u044b\u0439 \u0440\u0435\u0436\u0438\u043c:<\/p>\n<pre><code class=\"language-yaml\">actions:\n  search_customer:   {risk: read,             mode: auto}\n  create_ticket:     {risk: reversible-write, mode: auto}\n  update_limit:      {risk: irreversible,     mode: hitl}\n  transfer_funds:    {risk: financial,        mode: hitl, second_approver: true}<\/code><\/pre>\n<p>\u0427\u0435\u0442\u044b\u0440\u0435 \u043a\u043b\u0430\u0441\u0441\u0430 \u2014 \u0447\u0435\u0442\u044b\u0440\u0435 \u0440\u0435\u0436\u0438\u043c\u0430. \u0427\u0442\u0435\u043d\u0438\u0435 \u0438\u0434\u0451\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438. \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0442\u0438\u043a\u0435\u0442\u0430 \u2014 \u0442\u043e\u0436\u0435: \u0435\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u043e\u0442\u043a\u0430\u0442\u0438\u0442\u044c. \u0418\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u043b\u0438\u043c\u0438\u0442\u0430 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430. \u041f\u0435\u0440\u0435\u0432\u043e\u0434 \u0434\u0435\u043d\u0435\u0433 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0434\u0432\u0443\u0445 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0439.<\/p>\n<h3>\u0428\u0430\u0433 2. Policy-Gated Loop<\/h3>\n<p>\u041f\u0435\u0440\u0435\u0434 \u0432\u044b\u0437\u043e\u0432\u043e\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0430\u0433\u0435\u043d\u0442 \u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0435\u0442 OPA: \u043c\u043e\u0436\u043d\u043e \u043b\u0438, \u043a\u043e\u043c\u0443, \u043f\u0440\u0438 \u043a\u0430\u043a\u0438\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u2014 \u0441\u0443\u043c\u043c\u0430, \u043a\u043b\u0438\u0435\u043d\u0442, \u0432\u0440\u0435\u043c\u044f, \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u0433\u043b. 3. \u0412\u0435\u0440\u0434\u0438\u043a\u0442 \u043b\u043e\u0433\u0438\u0440\u0443\u0435\u0442\u0441\u044f (\u0433\u043b. 4). \u041f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0430 \u043d\u0430 Rego, \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0430 \u0438 \u043d\u0435 \u043f\u043e\u0434\u0432\u0435\u0440\u0436\u0435\u043d\u0430 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u0438\u043d\u0436\u0438\u043d\u0438\u0440\u0438\u043d\u0433\u0443 \u043f\u0440\u043e\u043c\u043f\u0442\u0430.<\/p>\n<h3>\u0428\u0430\u0433 3. Least-privilege tools \u0447\u0435\u0440\u0435\u0437 MCP<\/h3>\n<p>MCP-\u0441\u0435\u0440\u0432\u0435\u0440\u044b \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0441\u043a\u043e\u0443\u043f\u0430\u043c\u0438, short-lived \u043e\u0442\u0437\u044b\u0432\u0430\u0435\u043c\u044b\u043c\u0438 \u043a\u0440\u0435\u0434\u0430\u043c\u0438 \u0438 allow-list \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u043d\u0430 \u0440\u043e\u043b\u044c \u0430\u0433\u0435\u043d\u0442\u0430. MCP-\u0441\u0435\u0440\u0432\u0435\u0440\u044b \u043f\u043e\u043f\u0430\u0434\u0430\u044e\u0442 \u0432 AIBOM (\u0433\u043b. 8) \u2014 \u044d\u0442\u043e \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b supply chain, \u0438 \u0438\u0445 \u0443\u0447\u0451\u0442 \u043d\u0435 \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 \u0443\u0447\u0451\u0442\u0430 \u043b\u044e\u0431\u043e\u0439 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0435\u0439 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438.<\/p>\n<h3>\u0428\u0430\u0433 4. Human-in-the-loop \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u0433\u043e<\/h3>\n<p>\u041d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u0435 \u0438\u043b\u0438 \u0434\u043e\u0440\u043e\u0433\u043e\u0435 \u0443\u0445\u043e\u0434\u0438\u0442 \u0432 approval queue. \u0411\u0435\u0437 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u044f \u2014 \u0434\u043b\u044f financial \u043a\u043b\u0430\u0441\u0441\u0430 \u0434\u0432\u0443\u0445 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0439 \u2014 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u043d\u044f\u0435\u0442\u0441\u044f. \u042d\u0442\u043e \u044f\u0432\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0445\u043e\u0434 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f, \u0437\u0430\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0432 \u043e\u0440\u043a\u0435\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0435, \u0430 \u043d\u0435 \u00ab\u043c\u043e\u0434\u0435\u043b\u044c \u0440\u0435\u0448\u0438\u043b\u0430, \u0447\u0442\u043e \u043c\u043e\u0436\u043d\u043e\u00bb.<\/p>\n<h3>\u0428\u0430\u0433 5. Memory governance<\/h3>\n<p>\u041f\u0430\u043c\u044f\u0442\u044c \u0430\u0433\u0435\u043d\u0442\u0430 \u0438\u0437\u043e\u043b\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0438 \u0432\u0430\u043b\u0438\u0434\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u2014 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 memory poisoning \u0438\u0437 OWASP Agentic. TTL \u0438 \u043f\u0440\u0430\u0432\u0430 \u043d\u0430 \u0437\u0430\u043f\u0438\u0441\u0438. \u041e\u0442\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u0430\u044f \u043f\u0430\u043c\u044f\u0442\u044c \u2014 \u0441\u043f\u043e\u0441\u043e\u0431 \u043f\u0440\u043e\u0442\u0430\u0449\u0438\u0442\u044c \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u044e \u043c\u0435\u0436\u0434\u0443 \u0441\u0435\u0441\u0441\u0438\u044f\u043c\u0438: \u0430\u0433\u0435\u043d\u0442 \u00ab\u0432\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u0435\u0442\u00bb \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0435\u043c\u0443 \u043d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u0434\u0430\u0432\u0430\u043b\u0438, \u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0443\u0435\u0442 \u043f\u043e \u043d\u0435\u0439.<\/p>\n<h3>\u0428\u0430\u0433 6. \u041b\u0438\u043c\u0438\u0442\u044b \u0438 kill-switch<\/h3>\n<p>\u041b\u0438\u043c\u0438\u0442 \u0448\u0430\u0433\u043e\u0432 \u0438 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u043d\u0430 \u0437\u0430\u0434\u0430\u0447\u0443 (\u0441\u0442\u044b\u043a \u0441 \u0433\u043b. 5); \u043f\u0440\u0435\u0432\u044b\u0448\u0435\u043d\u0438\u0435 \u2014 \u0441\u0442\u043e\u043f \u0438 \u044d\u0441\u043a\u0430\u043b\u0430\u0446\u0438\u044f. Kill-switch (\u0433\u043b. 8) \u043f\u0440\u0435\u0440\u044b\u0432\u0430\u0435\u0442 \u0446\u0438\u043a\u043b \u043d\u0435\u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e \u0438 \u0437\u0430\u043c\u043e\u0440\u0430\u0436\u0438\u0432\u0430\u0435\u0442 \u043d\u0435\u0437\u0430\u0432\u0435\u0440\u0448\u0451\u043d\u043d\u044b\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f. \u042d\u0442\u043e \u043d\u0435 \u0430\u0432\u0430\u0440\u0438\u0439\u043d\u044b\u0439 \u0440\u0435\u0436\u0438\u043c \u2014 \u044d\u0442\u043e \u0448\u0442\u0430\u0442\u043d\u044b\u0439 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0442\u0443\u0440\u043e\u043c.<\/p>\n<h2>\u0413\u0434\u0435 \u043b\u043e\u043c\u0430\u0435\u0442\u0441\u044f<\/h2>\n<h3>HITL-\u0443\u0441\u0442\u0430\u043b\u043e\u0441\u0442\u044c<\/h3>\n<p>\u0421\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0439 \u2014 \u0438 \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0448\u0442\u0430\u043c\u043f\u0443\u0435\u0442 \u00ab\u043e\u043a\u00bb \u043d\u0435 \u0433\u043b\u044f\u0434\u044f. Rubber stamp: oversight \u0444\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u044b\u0439, \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0432 \u043f\u0435\u0442\u043b\u0435 \u0435\u0441\u0442\u044c, \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u043d\u0435\u0442. \u041b\u0435\u0447\u0438\u0442\u0441\u044f \u0442\u0440\u0435\u043c\u044f \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u043c\u0438: HITL \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u0433\u043e, \u0431\u0430\u0442\u0447\u0438\u043d\u0433 \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u0432\u043d\u044f\u0442\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0432 \u043a\u0430\u0436\u0434\u043e\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0435 \u043d\u0430 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435 \u2014 \u0447\u0442\u043e\u0431\u044b \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0432\u0438\u0434\u0435\u043b, \u0447\u0442\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u043e\u0434\u043e\u0431\u0440\u044f\u0435\u0442, \u0430 \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0430\u0436\u0438\u043c\u0430\u043b \u043a\u043d\u043e\u043f\u043a\u0443.<\/p>\n<h3>\u0418\u043d\u044a\u0435\u043a\u0446\u0438\u044f \u043e\u0431\u0445\u043e\u0434\u0438\u0442 \u0433\u0435\u0439\u0442 \u043b\u043e\u0433\u0438\u043a\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0438<\/h3>\n<p>\u0410\u0433\u0435\u043d\u0442 \u00ab\u0443\u0431\u0435\u0436\u0434\u0451\u043d\u00bb, \u0447\u0442\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043b\u0435\u0433\u0438\u0442\u0438\u043c\u043d\u043e \u2014 indirect injection \u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 (\u0433\u043b. 3). \u041f\u0438\u0441\u044c\u043c\u043e \u043a\u043b\u0438\u0435\u043d\u0442\u0430 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0442\u0435\u043a\u0441\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u0438 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u043a\u0430\u043a \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043b\u0438\u043c\u0438\u0442. \u0421\u043f\u0430\u0441\u0430\u0435\u0442 \u043d\u0435 guard-\u043c\u043e\u0434\u0435\u043b\u044c, \u0430 \u043f\u0440\u043e\u0432\u0435\u043d\u0430\u043d\u0441-\u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430: \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u0441\u043f\u0440\u043e\u0432\u043e\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u043d\u0435\u0434\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u043c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u043c \u2014 deny. \u041f\u0440\u043e\u0438\u0441\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442\u0441\u044f \u0434\u043e \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043f\u043e\u043f\u0430\u0434\u0430\u0435\u0442 \u0432 \u0433\u0435\u0439\u0442, \u0438 \u043d\u0435\u0434\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0439 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0430\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043b\u044e\u0431\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430.<\/p>\n<h3>\u041a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u044f \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 = \u043e\u043f\u0430\u0441\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442<\/h3>\n<p>\u041a\u0430\u0436\u0434\u043e\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u0432 \u0446\u0435\u043f\u043e\u0447\u043a\u0435 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u043e, \u0446\u0435\u043f\u043e\u0447\u043a\u0430 \u0432 \u0446\u0435\u043b\u043e\u043c \u0432\u0440\u0435\u0434\u043d\u0430. \u0413\u0435\u0439\u0442 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0448\u0430\u0433\u0430 \u044d\u0442\u043e\u0433\u043e \u043d\u0435 \u0432\u0438\u0434\u0438\u0442 \u2014 \u0448\u0430\u0433\u0438 \u043f\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0443\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u0432 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0443. \u041d\u0443\u0436\u043d\u044b \u0438\u043d\u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0438 \u0441\u0435\u0441\u0441\u0438\u0438: \u043d\u0435 \u00ab\u0440\u0430\u0437\u0440\u0435\u0448\u0451\u043d \u043b\u0438 \u044d\u0442\u043e\u0442 \u0448\u0430\u0433\u00bb, \u0430 \u00ab\u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0430 \u043b\u0438 \u044d\u0442\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u0448\u0430\u0433\u043e\u0432 \u0434\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430\u00bb.<\/p>\n<h3>\u041b\u0430\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u044c \u0433\u0435\u0439\u0442\u043e\u0432<\/h3>\n<p>\u041a\u0430\u0436\u0434\u044b\u0439 \u0433\u0435\u0439\u0442 \u2014 \u044d\u0442\u043e \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0430. \u041f\u043e\u043b\u0438\u0442\u0438\u043a\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043f\u0440\u043e\u0432\u0435\u043d\u0430\u043d\u0441\u0430, approval queue \u2014 \u0432\u0441\u0451 \u044d\u0442\u043e \u043b\u043e\u043c\u0430\u0435\u0442 \u00ab\u0436\u0438\u0432\u043e\u0441\u0442\u044c\u00bb \u0430\u0433\u0435\u043d\u0442\u0430. \u0411\u0430\u043b\u0430\u043d\u0441 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u0438 \u0438 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f: \u0447\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u0433\u0435\u0439\u0442\u043e\u0432, \u0442\u0435\u043c \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435 \u0430\u0433\u0435\u043d\u0442 \u0438 \u0442\u0435\u043c \u043c\u0435\u043d\u044c\u0448\u0435 \u0441\u043c\u044b\u0441\u043b\u0430 \u0432 \u0435\u0433\u043e \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u0438. \u0427\u0435\u043c \u043c\u0435\u043d\u044c\u0448\u0435 \u0433\u0435\u0439\u0442\u043e\u0432, \u0442\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u043f\u043e\u0432\u0435\u0440\u0445\u043d\u043e\u0441\u0442\u044c \u0430\u0442\u0430\u043a\u0438. \u0420\u0435\u0448\u0435\u043d\u0438\u044f \u043d\u0435\u0442 \u2014 \u044d\u0442\u043e \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0439 \u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0438\u0441\u0441, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043d\u0443\u0436\u043d\u043e \u043e\u0441\u043e\u0437\u043d\u0430\u043d\u043d\u043e \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u043d\u0430 \u043a\u0430\u0436\u0434\u044b\u0439 \u043a\u043b\u0430\u0441\u0441 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439.<\/p>\n<h3>Multi-agent<\/h3>\n<p>\u041e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u043c\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043f\u043e \u0440\u043e\u044e. \u0422\u0440\u0430\u0441\u0441\u0438\u0440\u043e\u0432\u043a\u0430 \u043f\u0440\u0438\u0447\u0438\u043d\u043d\u043e\u0441\u0442\u0438 (\u0433\u043b. 4) \u0443\u0441\u043b\u043e\u0436\u043d\u044f\u0435\u0442\u0441\u044f: \u043a\u0430\u043a\u043e\u0439 \u0430\u0433\u0435\u043d\u0442 \u0432 \u0446\u0435\u043f\u043e\u0447\u043a\u0435 \u043f\u0440\u0438\u043d\u044f\u043b \u0440\u0435\u0448\u0435\u043d\u0438\u0435, \u043f\u0440\u0438\u0432\u0451\u0434\u0448\u0435\u0435 \u043a \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f\u043c? \u041e\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 (\u0433\u043b. 8) \u0443\u0441\u043b\u043e\u0436\u043d\u044f\u0435\u0442\u0441\u044f: kill-switch \u0434\u043b\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u0430 \u043d\u0435 \u043e\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0435\u0442 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0445. \u0420\u043e\u0439 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u0438 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e kill-switch.<\/p>\n<h2>\u0421\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u044b \u0438 \u043c\u0430\u043f\u043f\u0438\u043d\u0433<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0421\u0442\u0430\u043d\u0434\u0430\u0440\u0442<\/th>\n<th>\u041f\u043e\u043a\u0440\u044b\u0442\u0438\u0435<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>OWASP Top 10 for Agentic Applications<\/td>\n<td>Excessive agency, tool misuse, memory poisoning, injection<\/td>\n<\/tr>\n<tr>\n<td>OWASP LLM<\/td>\n<td>LLM06 (Excessive Agency), LLM01 (Prompt Injection)<\/td>\n<\/tr>\n<tr>\n<td>EU AI Act<\/td>\n<td>Art. 14 (human oversight), Art. 15 (robustness)<\/td>\n<\/tr>\n<tr>\n<td>ISO\/IEC 42001<\/td>\n<td>\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044f\u043c\u0438 \u0438 \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u0430\u043c\u0438 \u0418\u0418<\/td>\n<\/tr>\n<tr>\n<td>NIST AI RMF<\/td>\n<td>Manage (oversight, intervention)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u041b\u0430\u0431\u0430 \u0438 \u0430\u0440\u0442\u0435\u0444\u0430\u043a\u0442<\/h2>\n<p>\u0414\u0430\u0442\u044c \u00ab\u041a\u043e\u0432\u0447\u0435\u0433\u0443\u00bb-\u0430\u0433\u0435\u043d\u0442\u0443 \u0447\u0435\u0442\u044b\u0440\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0440\u0430\u0437\u043d\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430 \u0440\u0438\u0441\u043a\u0430 \u0447\u0435\u0440\u0435\u0437 MCP. \u041d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c OPA-\u0433\u0435\u0439\u0442, approval queue \u0441 \u0434\u0432\u043e\u0439\u043d\u044b\u043c \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435\u043c \u0434\u043b\u044f financial, step\/budget-\u043b\u0438\u043c\u0438\u0442\u044b, memory-\u0438\u0437\u043e\u043b\u044f\u0446\u0438\u044e \u0438 kill-switch. \u041f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 red-team: indirect-\u0438\u043d\u044a\u0435\u043a\u0446\u0438\u044f \u0438\u0437 \u043f\u0438\u0441\u044c\u043c\u0430 (\u043a\u0435\u0439\u0441 \u0433\u043b. 3), \u043f\u044b\u0442\u0430\u044e\u0449\u0430\u044f\u0441\u044f \u0441\u043f\u0440\u043e\u0432\u043e\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c <code>update_limit<\/code> \u0438\u043b\u0438 <code>transfer_funds<\/code>.<\/p>\n<p><strong>\u0410\u0440\u0442\u0435\u0444\u0430\u043a\u0442<\/strong>: \u043a\u0430\u0442\u0430\u043b\u043e\u0433 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u0441 \u043a\u043b\u0430\u0441\u0441\u0430\u043c\u0438 \u0440\u0438\u0441\u043a\u0430 + rego-\u0433\u0435\u0439\u0442\u044b + \u0436\u0443\u0440\u043d\u0430\u043b HITL + red-team \u043e\u0442\u0447\u0451\u0442 \u043f\u043e OWASP Agentic.<\/p>\n<p>\u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f: https:\/\/www.dobryakov.com\/howto\/ai-governance-agentic-governance.html<\/p>\n<h2>\u0427\u0435\u043a\u043b\u0438\u0441\u0442 \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u0438<\/h2>\n<ul>\n<li><strong>L1<\/strong>: \u0430\u0433\u0435\u043d\u0442 \u0441 allow-list \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432, \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439.<\/li>\n<li><strong>L2<\/strong>: policy-\u0433\u0435\u0439\u0442 \u043f\u043e \u043a\u043b\u0430\u0441\u0441\u0430\u043c \u0440\u0438\u0441\u043a\u0430, HITL \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u0433\u043e, step\/budget-\u043b\u0438\u043c\u0438\u0442\u044b, MCP \u0441 least-privilege.<\/li>\n<li><strong>L3<\/strong>: memory governance, kill-switch \u0441 \u0443\u0447\u0435\u043d\u0438\u044f\u043c\u0438, out-of-band \u043f\u0440\u043e\u0432\u0435\u043d\u0430\u043d\u0441-\u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430, \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0430\u0442\u0430\u043a, \u0430\u043d\u0442\u0438-rubber-stamp \u043c\u0435\u0440\u044b \u0432 oversight.<\/li>\n<\/ul>\n<h2>\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.promptfoo.dev\/docs\/red-team\/owasp-agentic-ai\/\">OWASP Top 10 for Agentic Applications (Promptfoo)<\/a><\/li>\n<li><a href=\"https:\/\/css.csail.mit.edu\/6.5660\/2026\/readings\/camel.pdf\">CaMeL: Defeating Prompt Injections by Design (MIT\/arXiv)<\/a><\/li>\n<li><a href=\"https:\/\/nerdleveltech.com\/ai-agent-kill-switch-containment\">AI Agent Kill Switches: can you actually stop one in 2026?<\/a><\/li>\n<li><a href=\"https:\/\/cloudsecurityalliance.org\/blog\/2026\/05\/26\/shadow-ai-agents-the-insider-threat-you-re-not-monitoring-yet\">Shadow AI Agents: the insider threat (CSA)<\/a><\/li>\n<\/ul>\n<hr \/>\n<p>95% security-\u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u043d\u0435 \u0443\u0432\u0435\u0440\u0435\u043d\u044b, \u0447\u0442\u043e \u0441\u0434\u0435\u0440\u0436\u0430\u0442 \u0441\u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u0430. \u0415\u0441\u043b\u0438 \u0432\u0430\u0448 \u0430\u0433\u0435\u043d\u0442 \u0443\u0436\u0435 \u0445\u043e\u0434\u0438\u0442 \u0432 API, \u0430 \u0443 \u0432\u0430\u0441 \u043d\u0435\u0442 policy-\u0433\u0435\u0439\u0442\u0430, approval queue \u0438 kill-switch \u2014 \u0432\u044b \u0432 \u044d\u0442\u0438\u0445 95%. \u041f\u043e\u0441\u0447\u0438\u0442\u0430\u0439\u0442\u0435, \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u0432\u0430\u0448\u0435\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u0430 \u043e\u0442\u043d\u043e\u0441\u044f\u0442\u0441\u044f \u043a \u043a\u043b\u0430\u0441\u0441\u0443 irreversible \u0438\u043b\u0438 financial, \u0438 \u0441\u043f\u0440\u043e\u0441\u0438\u0442\u0435 \u0441\u0435\u0431\u044f: \u043a\u0442\u043e \u0440\u0430\u0437\u0440\u0435\u0448\u0430\u0435\u0442 \u044d\u0442\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u043f\u0440\u044f\u043c\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u2014 \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u0438\u043b\u0438 \u044f\u0437\u044b\u043a\u043e\u0432\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043c\u043e\u0436\u043d\u043e \u0443\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0410\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u0430 \u2014 \u043d\u0435 \u0442\u0443\u043c\u0431\u043b\u0435\u0440, \u0430 \u0433\u0440\u0430\u0434\u0430\u0446\u0438\u044f \u043f\u043e \u0440\u0438\u0441\u043a\u0443. \u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 policy-gated action loop, HITL \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u043e\u0433\u043e \u0438 kill-switch \u043a\u0430\u043a \u0448\u0442\u0430\u0442\u043d\u044b\u0439 \u0440\u0435\u0436\u0438\u043c.<\/p>\n","protected":false},"author":0,"featured_media":2347,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[276],"tags":[277,278,279,156,280],"class_list":["post-2348","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-governance","tag-agentic-ai","tag-autonomy","tag-human-in-the-loop","tag-mcp","tag-policy-gate"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041a\u0430\u043a \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044e AI-\u0430\u0433\u0435\u043d\u0442\u0430: policy-gated action loop, OPA-\u0433\u0435\u0439\u0442\u044b, human-in-the-loop \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, kill-switch \u0438 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0439.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.dobryakov.com\/blog\/2348\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u0413\u0440\u0438\u0433\u043e\u0440\u0438\u0439 \u0414\u043e\u0431\u0440\u044f\u043a\u043e\u0432 - \u0411\u043b\u043e\u0433 \u043f\u0440\u043e IT+AI | \u0411\u043b\u043e\u0433 \u0413\u0440\u0438\u0433\u043e\u0440\u0438\u044f \u0414\u043e\u0431\u0440\u044f\u043a\u043e\u0432\u0430: \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438, \u043c\u0435\u043d\u0435\u0434\u0436\u043c\u0435\u043d\u0442, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0438 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Agentic AI Governance: \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u0430 \u0438 human-in-the-loop\" \/>\n\t\t<meta property=\"og:description\" content=\"\u041a\u0430\u043a \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044e AI-\u0430\u0433\u0435\u043d\u0442\u0430: policy-gated action loop, OPA-\u0433\u0435\u0439\u0442\u044b, human-in-the-loop \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, kill-switch \u0438 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0439.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.dobryakov.com\/blog\/2348\/\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-09-18T08:00:23+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-09-18T08:00:23+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Agentic AI Governance: \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u0430 \u0438 human-in-the-loop\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\u041a\u0430\u043a \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044e AI-\u0430\u0433\u0435\u043d\u0442\u0430: policy-gated action loop, OPA-\u0433\u0435\u0439\u0442\u044b, human-in-the-loop \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, kill-switch \u0438 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0439.\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/2348\\\/#blogposting\",\"name\":\"Agentic AI Governance: \\u0430\\u0432\\u0442\\u043e\\u043d\\u043e\\u043c\\u0438\\u044f \\u0430\\u0433\\u0435\\u043d\\u0442\\u0430 \\u0438 human-in-the-loop\",\"headline\":\"Agentic AI Governance: \\u043a\\u0430\\u043a \\u0434\\u0430\\u0442\\u044c \\u0430\\u0433\\u0435\\u043d\\u0442\\u0443 \\u0430\\u0432\\u0442\\u043e\\u043d\\u043e\\u043c\\u0438\\u044e \\u0438 \\u043d\\u0435 \\u043f\\u0443\\u0441\\u0442\\u0438\\u0442\\u044c \\u0438\\u043d\\u044a\\u0435\\u043a\\u0446\\u0438\\u044e \\u0432 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\\u043f\\u0435\\u0440\\u0435\\u0432\\u043e\\u0434\"},\"datePublished\":\"2026-09-18T08:00:23+00:00\",\"dateModified\":\"2026-09-18T08:00:23+00:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/2348\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/2348\\\/#webpage\"},\"articleSection\":\"AI Governance, agentic AI, autonomy, human-in-the-loop, MCP, policy gate\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/2348\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/category\\\/ai-governance\\\/#listItem\",\"name\":\"AI 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\\u043f\\u0435\\u0440\\u0435\\u0432\\u043e\\u0434\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/2348\\\/#listItem\",\"position\":3,\"name\":\"Agentic AI Governance: \\u043a\\u0430\\u043a \\u0434\\u0430\\u0442\\u044c \\u0430\\u0433\\u0435\\u043d\\u0442\\u0443 \\u0430\\u0432\\u0442\\u043e\\u043d\\u043e\\u043c\\u0438\\u044e \\u0438 \\u043d\\u0435 \\u043f\\u0443\\u0441\\u0442\\u0438\\u0442\\u044c \\u0438\\u043d\\u044a\\u0435\\u043a\\u0446\\u0438\\u044e \\u0432 \\u0431\\u0430\\u043d\\u043a\\u043e\\u0432\\u0441\\u043a\\u0438\\u0439 \\u043f\\u0435\\u0440\\u0435\\u0432\\u043e\\u0434\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.dobryakov.com\\\/blog\\\/category\\\/ai-governance\\\/#listItem\",\"name\":\"AI 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\u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, kill-switch \u0438 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0439.","keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":"Agentic AI Governance: \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u0430 \u0438 human-in-the-loop","og_description":"\u041a\u0430\u043a \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044e AI-\u0430\u0433\u0435\u043d\u0442\u0430: policy-gated action loop, OPA-\u0433\u0435\u0439\u0442\u044b, human-in-the-loop \u0434\u043b\u044f \u043d\u0435\u043e\u0431\u0440\u0430\u0442\u0438\u043c\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, kill-switch \u0438 \u0437\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0438\u043d\u044a\u0435\u043a\u0446\u0438\u0439.","og_object_type":"default","og_image_type":"default","og_image_custom_url":null,"og_image_custom_fields":null,"og_image_url":null,"og_image_width":null,"og_image_height":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_image_url":null,"twitter_title":"Agentic AI Governance: \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044f \u0430\u0433\u0435\u043d\u0442\u0430 \u0438 human-in-the-loop","twitter_description":"\u041a\u0430\u043a \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0442\u044c \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u0438\u044e AI-\u0430\u0433\u0435\u043d\u0442\u0430: policy-gated action loop, OPA-\u0433\u0435\u0439\u0442\u044b, human-in-the-loop \u0434\u043b\u044f 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