Runtime security for AI agents: risk scoring, policy enforcement, and rollback for production agent pipeline [P]

This content introduces a system for runtime security of AI agents, designed to prevent unintended actions, PII leaks, and infinite loops in production. It employs real-time risk scoring across five dimensions (action type, resource sensitivity, blast radius, frequency, and context deviation), alongside policy enforcement and rollback capabilities.